This set of analyses considers the following views of the data for boys and girls separately:
import pickle
import train
import build_features
import numpy as np
import pandas as pd
import time
import os
import matplotlib.pyplot as plt
from datetime import datetime
%matplotlib inline
%config InlineBackend.figure_format = 'retina'
pd.options.display.max_columns = 500
pd.options.display.max_rows = 500
#Get the data
d1 = pickle.load(open('../python objects/patientdata_20170823.pkl', 'rb'))
d1mom = pickle.load(open('../python objects/patient_mother_data_20170724.pkl', 'rb'))
lat_lon_dic = pickle.load(open('../python objects/lat_lon_data_20180329.pkl', 'rb'))
env_dic= pickle.load(open('../python objects/census_data_20170920.pkl', 'rb'))
d1mom_hist = pickle.load(open('../python objects/full_lutheran_mother_data.pkl', 'rb'))
timestr = time.strftime("%Y%m%d")
newdir='../outputs_24_months_final_'+timestr
if not os.path.isdir(newdir):
os.mkdir(newdir)
agex_low = 4.5
agex_high = 5.5
months_from = 0
months_to = 24
x1,y1,y1label,feature_headers,mrns = build_features.call_build_function(d1, d1mom, d1mom_hist, lat_lon_dic, env_dic, agex_low, agex_high, months_from, months_to, False, prediction='multi')
np.savez_compressed(newdir+'/raw_matrix_data_'+str(months_to)+'months', x=x1, y=y1, ylabel=y1label, mrns=mrns, features=np.array(feature_headers))
Processing 52,945 patients: 52945it [03:12, 275.71it/s]
label_ix = {'underweight':0,'normal':1,'overweight':2,'obese':3,'class I severe obesity':4,'class II severe obesity':5}
for label, ix in label_ix.items():
print('Number of {0:s} children: {1:,d}'.format(label,int(y1label[:,ix].sum())))
Number of underweight children: 257 Number of normal children: 6,924 Number of overweight children: 2,035 Number of obese children: 2,278 Number of class I severe obesity children: 375 Number of class II severe obesity children: 98
no_wt_bmi = ['Census', 'Lab','Number of Visits','MatDeliveryAge','Maternal','Diagnosis','Newborn Diagnosis']+[fh for fh in feature_headers if fh.startswith('Vital') and not any([x in fh for x in ('Wt','BMI')])]
no_census = ['Vital','Lab','Number of Visits','MatDeliveryAge','Maternal','Diagnosis','Newborn Diagnosis']
data = {
'boys':{
'no_min':{
'full':{'data':[], 'variablesubset':[], 'filt_str':['Gender:0']},
'no_census':{'data':[], 'variablesubset':no_census, 'filt_str':['Gender:0']},
'no_wt_bmi':{'data':[], 'variablesubset':no_wt_bmi, 'filt_str':['Gender:0']},
'wfl_19_24':{'data':[], 'variablesubset':['Vital: Wt for Length ZScore-avg19to24'], 'filt_str':['Gender:0']},
'wfl_latest':{'data':[], 'variablesubset':['Vital: Wt for Length ZScore-latest'], 'filt_str':['Gender:0']},
'bmi_19_24':{'data':[], 'variablesubset':['Vital: BMI-avg19to24'], 'filt_str':['Gender:0']},
'bmi_latest':{'data':[], 'variablesubset':['Vital: BMI-latest'], 'filt_str':['Gender:0']}
},
'min_5':{
'full':{'data':[], 'variablesubset':[], 'filt_str':['Gender:0']},
'no_census':{'data':[], 'variablesubset':no_census, 'filt_str':['Gender:0']},
'no_wt_bmi':{'data':[], 'variablesubset':no_wt_bmi, 'filt_str':['Gender:0']}
},
'lasso_fts':{
'full':{'data':[], 'variablesubset':[], 'filt_str':['Gender:0']},
'no_census':{'data':[], 'variablesubset':no_census, 'filt_str':['Gender:0']},
'no_wt_bmi':{'data':[], 'variablesubset':no_wt_bmi, 'filt_str':['Gender:0']}
},
},
'girls':{
'no_min':{
'full':{'data':[], 'variablesubset':[], 'filt_str':['Gender:1']},
'no_census':{'data':[], 'variablesubset':no_census, 'filt_str':['Gender:1']},
'no_wt_bmi':{'data':[], 'variablesubset':no_wt_bmi, 'filt_str':['Gender:1']},
'wfl_19_24':{'data':[], 'variablesubset':['Vital: Wt for Length ZScore-avg19to24'], 'filt_str':['Gender:1']},
'wfl_latest':{'data':[], 'variablesubset':['Vital: Wt for Length ZScore-latest'], 'filt_str':['Gender:1']},
'bmi_19_24':{'data':[], 'variablesubset':['Vital: BMI-avg19to24'], 'filt_str':['Gender:1']},
'bmi_latest':{'data':[], 'variablesubset':['Vital: BMI-latest'], 'filt_str':['Gender:1']}
},
'min_5':{
'full':{'data':[], 'variablesubset':[], 'filt_str':['Gender:1']},
'no_census':{'data':[], 'variablesubset':no_census, 'filt_str':['Gender:1']},
'no_wt_bmi':{'data':[], 'variablesubset':no_wt_bmi, 'filt_str':['Gender:1']}
},
'lasso_fts':{
'full':{'data':[], 'variablesubset':[], 'filt_str':['Gender:1']},
'no_census':{'data':[], 'variablesubset':no_census, 'filt_str':['Gender:1']},
'no_wt_bmi':{'data':[], 'variablesubset':no_wt_bmi, 'filt_str':['Gender:1']}
}
}
}
start = datetime.now()
for gender in [*data]:
for subset in [*data[gender]]:
min_occ = 5 if subset == 'min_5' else 0
lasso_sel = True if subset == 'lasso_fts' else False
for filt in [*data[gender][subset]]:
print(gender, subset, filt)
x2, y2, y2label, mrns2, ix_filter, feature_headers2, corr_headers_filtered, corrs_matrix_filtered, ix_corr_headers = \
train.prepare_data_for_analysis({}, {}, {}, {}, {},
x1, y1, y1label[:,label_ix['obese']], feature_headers, mrns,
agex_low, agex_high, months_from, months_to,
filterSTR=data[gender][subset][filt]['filt_str'],
variablesubset=data[gender][subset][filt]['variablesubset'],
do_impute=False,
do_normalize=True,
min_occur=min_occ,
feature_info=False,
delay_print=False,
lasso_selection=lasso_sel)
corr_headers_filtered = np.array(corr_headers_filtered) if type(corr_headers_filtered) == list else corr_headers_filtered
ix_corr_headers = np.array(ix_corr_headers) if type(ix_corr_headers) == list else ix_corr_headers
data[gender][subset][filt]['data'] = [x2, y2, y2label, mrns2, ix_filter, feature_headers2, corr_headers_filtered, corrs_matrix_filtered, ix_corr_headers]
fname=newdir+'/'+'_'.join(['x2',str(gender),str(months_to),'months_obese',str(subset),str(filt)])
np.savez_compressed(fname, x2=x2, mrns2=mrns2, features2=np.array(feature_headers2), y2=y2, y2label=y2label, corr_mat=corrs_matrix_filtered, ix_corr_headers=ix_corr_headers, corr_headers_filtered=corr_headers_filtered)
print('data saved to',fname)
print('Time elapsed {}'.format(datetime.now() - start))
print('-----------------------------------------------------\n')
Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected..
/home/rob/ObesityPY/src/train.py:315: RuntimeWarning: Mean of empty slice mu = np.nanmean(xcop, axis=0) /home/rob/anaconda3/lib/python3.6/site-packages/numpy/lib/nanfunctions.py:1427: RuntimeWarning: Degrees of freedom <= 0 for slice. keepdims=keepdims) /home/rob/anaconda3/lib/python3.6/site-packages/numpy/lib/function_base.py:3167: RuntimeWarning: invalid value encountered in true_divide c /= stddev[:, None] /home/rob/anaconda3/lib/python3.6/site-packages/numpy/lib/function_base.py:3168: RuntimeWarning: invalid value encountered in true_divide c /= stddev[None, :]
18815 corr matrix is filtered to size: (19171, 18815) output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 data saved to ../outputs_24_months_final_20180416/x2_boys_24_months_obese_no_min_full Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. 18815 corr matrix is filtered to size: (19171, 18815) subsetting variables that are only: ['Vital', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis'] from 19171 variables to 2039 output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 data saved to ../outputs_24_months_final_20180416/x2_boys_24_months_obese_no_min_no_census Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. 18815 corr matrix is filtered to size: (19171, 18815) subsetting variables that are only: ['Census', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis', 'Vital: Fundal Ht-latest', 'Vital: HC-latest', 'Vital: HC Percentile-latest', 'Vital: Ht-latest', 'Vital: Ht Percentile-latest', 'Vital: Temp-latest', 'Vital: BP-latest', 'Vital: HR-latest', 'Vital: Fundal Ht-AtBirth', 'Vital: HC-AtBirth', 'Vital: HC Percentile-AtBirth', 'Vital: Ht-AtBirth', 'Vital: Ht Percentile-AtBirth', 'Vital: Temp-AtBirth', 'Vital: BP-AtBirth', 'Vital: HR-AtBirth', 'Vital: Fundal Ht-avg0to1', 'Vital: HC-avg0to1', 'Vital: HC Percentile-avg0to1', 'Vital: Ht-avg0to1', 'Vital: Ht Percentile-avg0to1', 'Vital: Temp-avg0to1', 'Vital: BP-avg0to1', 'Vital: HR-avg0to1', 'Vital: Fundal Ht-avg1to3', 'Vital: HC-avg1to3', 'Vital: HC Percentile-avg1to3', 'Vital: Ht-avg1to3', 'Vital: Ht Percentile-avg1to3', 'Vital: Temp-avg1to3', 'Vital: BP-avg1to3', 'Vital: HR-avg1to3', 'Vital: Fundal Ht-avg3to5', 'Vital: HC-avg3to5', 'Vital: HC Percentile-avg3to5', 'Vital: Ht-avg3to5', 'Vital: Ht Percentile-avg3to5', 'Vital: Temp-avg3to5', 'Vital: BP-avg3to5', 'Vital: HR-avg3to5', 'Vital: Fundal Ht-avg5to7', 'Vital: HC-avg5to7', 'Vital: HC Percentile-avg5to7', 'Vital: Ht-avg5to7', 'Vital: Ht Percentile-avg5to7', 'Vital: Temp-avg5to7', 'Vital: BP-avg5to7', 'Vital: HR-avg5to7', 'Vital: Fundal Ht-avg7to10', 'Vital: HC-avg7to10', 'Vital: HC Percentile-avg7to10', 'Vital: Ht-avg7to10', 'Vital: Ht Percentile-avg7to10', 'Vital: Temp-avg7to10', 'Vital: BP-avg7to10', 'Vital: HR-avg7to10', 'Vital: Fundal Ht-avg10to13', 'Vital: HC-avg10to13', 'Vital: HC Percentile-avg10to13', 'Vital: Ht-avg10to13', 'Vital: Ht Percentile-avg10to13', 'Vital: Temp-avg10to13', 'Vital: BP-avg10to13', 'Vital: HR-avg10to13', 'Vital: Fundal Ht-avg13to16', 'Vital: HC-avg13to16', 'Vital: HC Percentile-avg13to16', 'Vital: Ht-avg13to16', 'Vital: Ht Percentile-avg13to16', 'Vital: Temp-avg13to16', 'Vital: BP-avg13to16', 'Vital: HR-avg13to16', 'Vital: Fundal Ht-avg16to19', 'Vital: HC-avg16to19', 'Vital: HC Percentile-avg16to19', 'Vital: Ht-avg16to19', 'Vital: Ht Percentile-avg16to19', 'Vital: Temp-avg16to19', 'Vital: BP-avg16to19', 'Vital: HR-avg16to19', 'Vital: Fundal Ht-avg19to24', 'Vital: HC-avg19to24', 'Vital: HC Percentile-avg19to24', 'Vital: Ht-avg19to24', 'Vital: Ht Percentile-avg19to24', 'Vital: Temp-avg19to24', 'Vital: BP-avg19to24', 'Vital: HR-avg19to24', 'Vital: HC-gain0to3', 'Vital: HC Percentile-gain0to3', 'Vital: Ht-gain0to3', 'Vital: Ht Percentile-gain0to3', 'Vital: HC-gain1to5', 'Vital: HC Percentile-gain1to5', 'Vital: Ht-gain1to5', 'Vital: Ht Percentile-gain1to5', 'Vital: HC-gain3to7', 'Vital: HC Percentile-gain3to7', 'Vital: Ht-gain3to7', 'Vital: Ht Percentile-gain3to7', 'Vital: HC-gain5to10', 'Vital: HC Percentile-gain5to10', 'Vital: Ht-gain5to10', 'Vital: Ht Percentile-gain5to10', 'Vital: HC-gain7to13', 'Vital: HC Percentile-gain7to13', 'Vital: Ht-gain7to13', 'Vital: Ht Percentile-gain7to13', 'Vital: HC-gain10to16', 'Vital: HC Percentile-gain10to16', 'Vital: Ht-gain10to16', 'Vital: Ht Percentile-gain10to16', 'Vital: HC-gain13to19', 'Vital: HC Percentile-gain13to19', 'Vital: Ht-gain13to19', 'Vital: Ht Percentile-gain13to19', 'Vital: HC-gain16to24', 'Vital: HC Percentile-gain16to24', 'Vital: Ht-gain16to24', 'Vital: Ht Percentile-gain16to24', 'Vital: HC-gain0to24', 'Vital: HC Percentile-gain0to24', 'Vital: Ht-gain0to24', 'Vital: Ht Percentile-gain0to24', 'Vital: Fundal Ht-prePregnancy', 'Vital: HC-prePregnancy', 'Vital: HC Percentile-prePregnancy', 'Vital: Ht-prePregnancy', 'Vital: Ht Percentile-prePregnancy', 'Vital: Temp-prePregnancy', 'Vital: BP-prePregnancy', 'Vital: HR-prePregnancy', 'Vital: Fundal Ht-firstTrimester', 'Vital: HC-firstTrimester', 'Vital: HC Percentile-firstTrimester', 'Vital: Ht-firstTrimester', 'Vital: Ht Percentile-firstTrimester', 'Vital: Temp-firstTrimester', 'Vital: BP-firstTrimester', 'Vital: HR-firstTrimester', 'Vital: Fundal Ht-secondTrimester', 'Vital: HC-secondTrimester', 'Vital: HC Percentile-secondTrimester', 'Vital: Ht-secondTrimester', 'Vital: Ht Percentile-secondTrimester', 'Vital: Temp-secondTrimester', 'Vital: BP-secondTrimester', 'Vital: HR-secondTrimester', 'Vital: Fundal Ht-thirdTrimester', 'Vital: HC-thirdTrimester', 'Vital: HC Percentile-thirdTrimester', 'Vital: Ht-thirdTrimester', 'Vital: Ht Percentile-thirdTrimester', 'Vital: Temp-thirdTrimester', 'Vital: BP-thirdTrimester', 'Vital: HR-thirdTrimester', 'Vital: Fundal Ht-postPregnancy', 'Vital: HC-postPregnancy', 'Vital: HC Percentile-postPregnancy', 'Vital: Ht-postPregnancy', 'Vital: Ht Percentile-postPregnancy', 'Vital: Temp-postPregnancy', 'Vital: BP-postPregnancy', 'Vital: HR-postPregnancy', 'Vital: Fundal Ht-otherPregnancy', 'Vital: HC-otherPregnancy', 'Vital: HC Percentile-otherPregnancy', 'Vital: Ht-otherPregnancy', 'Vital: Ht Percentile-otherPregnancy', 'Vital: Temp-otherPregnancy', 'Vital: BP-otherPregnancy', 'Vital: HR-otherPregnancy'] from 19171 variables to 1889 output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 data saved to ../outputs_24_months_final_20180416/x2_boys_24_months_obese_no_min_no_wt_bmi Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. 18815 corr matrix is filtered to size: (19171, 18815) subsetting variables that are only: ['Vital: Wt for Length ZScore-avg19to24'] from 19171 variables to 1 output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 data saved to ../outputs_24_months_final_20180416/x2_boys_24_months_obese_no_min_wfl_latest Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. 18815 corr matrix is filtered to size: (19171, 18815) subsetting variables that are only: ['Vital: Wt for Length ZScore-avg19to24'] from 19171 variables to 1 output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 data saved to ../outputs_24_months_final_20180416/x2_boys_24_months_obese_no_min_wfl_19_24 Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. 18815 corr matrix is filtered to size: (19171, 18815) subsetting variables that are only: ['Vital: BMI-avg19to24'] from 19171 variables to 1 output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 data saved to ../outputs_24_months_final_20180416/x2_boys_24_months_obese_no_min_bmi_19_24 Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. 18815 corr matrix is filtered to size: (19171, 18815) subsetting variables that are only: ['Vital: BMI-latest'] from 19171 variables to 1 output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 data saved to ../outputs_24_months_final_20180416/x2_boys_24_months_obese_no_min_bmi_latest Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. 843 features filtered with number of occurrences less than 5 631 corr matrix is filtered to size: (843, 631) output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 data saved to ../outputs_24_months_final_20180416/x2_boys_24_months_obese_min_5_full Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. 843 features filtered with number of occurrences less than 5 631 corr matrix is filtered to size: (843, 631) subsetting variables that are only: ['Vital', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis'] from 843 variables to 330 output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 data saved to ../outputs_24_months_final_20180416/x2_boys_24_months_obese_min_5_no_census Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected.. 843 features filtered with number of occurrences less than 5 631 corr matrix is filtered to size: (843, 631) subsetting variables that are only: ['Census', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis', 'Vital: Fundal Ht-latest', 'Vital: HC-latest', 'Vital: HC Percentile-latest', 'Vital: Ht-latest', 'Vital: Ht Percentile-latest', 'Vital: Temp-latest', 'Vital: BP-latest', 'Vital: HR-latest', 'Vital: Fundal Ht-AtBirth', 'Vital: HC-AtBirth', 'Vital: HC Percentile-AtBirth', 'Vital: Ht-AtBirth', 'Vital: Ht Percentile-AtBirth', 'Vital: Temp-AtBirth', 'Vital: BP-AtBirth', 'Vital: HR-AtBirth', 'Vital: Fundal Ht-avg0to1', 'Vital: HC-avg0to1', 'Vital: HC Percentile-avg0to1', 'Vital: Ht-avg0to1', 'Vital: Ht Percentile-avg0to1', 'Vital: Temp-avg0to1', 'Vital: BP-avg0to1', 'Vital: HR-avg0to1', 'Vital: Fundal Ht-avg1to3', 'Vital: HC-avg1to3', 'Vital: HC Percentile-avg1to3', 'Vital: Ht-avg1to3', 'Vital: Ht Percentile-avg1to3', 'Vital: Temp-avg1to3', 'Vital: BP-avg1to3', 'Vital: HR-avg1to3', 'Vital: Fundal Ht-avg3to5', 'Vital: HC-avg3to5', 'Vital: HC Percentile-avg3to5', 'Vital: Ht-avg3to5', 'Vital: Ht Percentile-avg3to5', 'Vital: Temp-avg3to5', 'Vital: BP-avg3to5', 'Vital: HR-avg3to5', 'Vital: Fundal Ht-avg5to7', 'Vital: HC-avg5to7', 'Vital: HC Percentile-avg5to7', 'Vital: Ht-avg5to7', 'Vital: Ht Percentile-avg5to7', 'Vital: Temp-avg5to7', 'Vital: BP-avg5to7', 'Vital: HR-avg5to7', 'Vital: Fundal Ht-avg7to10', 'Vital: HC-avg7to10', 'Vital: HC Percentile-avg7to10', 'Vital: Ht-avg7to10', 'Vital: Ht Percentile-avg7to10', 'Vital: Temp-avg7to10', 'Vital: BP-avg7to10', 'Vital: HR-avg7to10', 'Vital: Fundal Ht-avg10to13', 'Vital: HC-avg10to13', 'Vital: HC Percentile-avg10to13', 'Vital: Ht-avg10to13', 'Vital: Ht Percentile-avg10to13', 'Vital: Temp-avg10to13', 'Vital: BP-avg10to13', 'Vital: HR-avg10to13', 'Vital: Fundal Ht-avg13to16', 'Vital: HC-avg13to16', 'Vital: HC Percentile-avg13to16', 'Vital: Ht-avg13to16', 'Vital: Ht Percentile-avg13to16', 'Vital: Temp-avg13to16', 'Vital: BP-avg13to16', 'Vital: HR-avg13to16', 'Vital: Fundal Ht-avg16to19', 'Vital: HC-avg16to19', 'Vital: HC Percentile-avg16to19', 'Vital: Ht-avg16to19', 'Vital: Ht Percentile-avg16to19', 'Vital: Temp-avg16to19', 'Vital: BP-avg16to19', 'Vital: HR-avg16to19', 'Vital: Fundal Ht-avg19to24', 'Vital: HC-avg19to24', 'Vital: HC Percentile-avg19to24', 'Vital: Ht-avg19to24', 'Vital: Ht Percentile-avg19to24', 'Vital: Temp-avg19to24', 'Vital: BP-avg19to24', 'Vital: HR-avg19to24', 'Vital: HC-gain0to3', 'Vital: HC Percentile-gain0to3', 'Vital: Ht-gain0to3', 'Vital: Ht Percentile-gain0to3', 'Vital: HC-gain1to5', 'Vital: HC Percentile-gain1to5', 'Vital: Ht-gain1to5', 'Vital: Ht Percentile-gain1to5', 'Vital: HC-gain3to7', 'Vital: HC Percentile-gain3to7', 'Vital: Ht-gain3to7', 'Vital: Ht Percentile-gain3to7', 'Vital: HC-gain5to10', 'Vital: HC Percentile-gain5to10', 'Vital: Ht-gain5to10', 'Vital: Ht Percentile-gain5to10', 'Vital: HC-gain7to13', 'Vital: HC Percentile-gain7to13', 'Vital: Ht-gain7to13', 'Vital: Ht Percentile-gain7to13', 'Vital: HC-gain10to16', 'Vital: HC Percentile-gain10to16', 'Vital: Ht-gain10to16', 'Vital: Ht Percentile-gain10to16', 'Vital: HC-gain13to19', 'Vital: HC Percentile-gain13to19', 'Vital: Ht-gain13to19', 'Vital: Ht Percentile-gain13to19', 'Vital: HC-gain16to24', 'Vital: HC Percentile-gain16to24', 'Vital: Ht-gain16to24', 'Vital: Ht Percentile-gain16to24', 'Vital: HC-gain0to24', 'Vital: HC Percentile-gain0to24', 'Vital: Ht-gain0to24', 'Vital: Ht Percentile-gain0to24', 'Vital: Fundal Ht-prePregnancy', 'Vital: HC-prePregnancy', 'Vital: HC Percentile-prePregnancy', 'Vital: Ht-prePregnancy', 'Vital: Ht Percentile-prePregnancy', 'Vital: Temp-prePregnancy', 'Vital: BP-prePregnancy', 'Vital: HR-prePregnancy', 'Vital: Fundal Ht-firstTrimester', 'Vital: HC-firstTrimester', 'Vital: HC Percentile-firstTrimester', 'Vital: Ht-firstTrimester', 'Vital: Ht Percentile-firstTrimester', 'Vital: Temp-firstTrimester', 'Vital: BP-firstTrimester', 'Vital: HR-firstTrimester', 'Vital: Fundal Ht-secondTrimester', 'Vital: HC-secondTrimester', 'Vital: HC Percentile-secondTrimester', 'Vital: Ht-secondTrimester', 'Vital: Ht Percentile-secondTrimester', 'Vital: Temp-secondTrimester', 'Vital: BP-secondTrimester', 'Vital: HR-secondTrimester', 'Vital: Fundal Ht-thirdTrimester', 'Vital: HC-thirdTrimester', 'Vital: HC Percentile-thirdTrimester', 'Vital: Ht-thirdTrimester', 'Vital: Ht Percentile-thirdTrimester', 'Vital: Temp-thirdTrimester', 'Vital: BP-thirdTrimester', 'Vital: HR-thirdTrimester', 'Vital: Fundal Ht-postPregnancy', 'Vital: HC-postPregnancy', 'Vital: HC Percentile-postPregnancy', 'Vital: Ht-postPregnancy', 'Vital: Ht Percentile-postPregnancy', 'Vital: Temp-postPregnancy', 'Vital: BP-postPregnancy', 'Vital: HR-postPregnancy', 'Vital: Fundal Ht-otherPregnancy', 'Vital: HC-otherPregnancy', 'Vital: HC Percentile-otherPregnancy', 'Vital: Ht-otherPregnancy', 'Vital: Ht Percentile-otherPregnancy', 'Vital: Temp-otherPregnancy', 'Vital: BP-otherPregnancy', 'Vital: HR-otherPregnancy'] from 843 variables to 252 output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 data saved to ../outputs_24_months_final_20180416/x2_boys_24_months_obese_min_5_no_wt_bmi Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected..
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 0 has 9 non-zero features and 19,162 zero-weight features AUC Train: 0.760, Explained Variance Score Train: 0.331 AUC Test: 0.789, Explained Variance Score Test: 0.253 Run 4 has 12 non-zero features and 19,159 zero-weight features AUC Train: 0.774, Explained Variance Score Train: 0.313 AUC Test: 0.752, Explained Variance Score Test: 0.282
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 2 has 15 non-zero features and 19,156 zero-weight features AUC Train: 0.771, Explained Variance Score Train: 0.283 AUC Test: 0.765, Explained Variance Score Test: 0.328 Run 6 has 16 non-zero features and 19,155 zero-weight features AUC Train: 0.760, Explained Variance Score Train: 0.292 AUC Test: 0.788, Explained Variance Score Test: 0.336 Run 1 has 12 non-zero features and 19,159 zero-weight features AUC Train: 0.751, Explained Variance Score Train: 0.259 AUC Test: 0.802, Explained Variance Score Test: 0.346 Run 3 has 16 non-zero features and 19,155 zero-weight features AUC Train: 0.790, Explained Variance Score Train: 0.329 AUC Test: 0.713, Explained Variance Score Test: 0.248 Run 7 has 17 non-zero features and 19,154 zero-weight features AUC Train: 0.777, Explained Variance Score Train: 0.332 AUC Test: 0.751, Explained Variance Score Test: 0.234 Run 5 has 14 non-zero features and 19,157 zero-weight features AUC Train: 0.767, Explained Variance Score Train: 0.289 AUC Test: 0.780, Explained Variance Score Test: 0.343 Run 8 has 14 non-zero features and 19,157 zero-weight features AUC Train: 0.788, Explained Variance Score Train: 0.316 AUC Test: 0.736, Explained Variance Score Test: 0.293 Run 9 has 15 non-zero features and 19,156 zero-weight features AUC Train: 0.772, Explained Variance Score Train: 0.290 AUC Test: 0.777, Explained Variance Score Test: 0.319 19,136 features with 0 weights being filtered. 35 features remaining. 6 corr matrix is filtered to size: (35, 6) output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 data saved to ../outputs_24_months_final_20180416/x2_boys_24_months_obese_lasso_fts_full Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected..
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 1 has 13 non-zero features and 19,158 zero-weight features AUC Train: 0.792, Explained Variance Score Train: 0.340 AUC Test: 0.754, Explained Variance Score Test: 0.270
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 8 has 14 non-zero features and 19,157 zero-weight features AUC Train: 0.757, Explained Variance Score Train: 0.296 AUC Test: 0.819, Explained Variance Score Test: 0.351 Run 0 has 17 non-zero features and 19,154 zero-weight features AUC Train: 0.774, Explained Variance Score Train: 0.320 AUC Test: 0.785, Explained Variance Score Test: 0.303 Run 2 has 11 non-zero features and 19,160 zero-weight features AUC Train: 0.764, Explained Variance Score Train: 0.310 AUC Test: 0.798, Explained Variance Score Test: 0.302 Run 4 has 12 non-zero features and 19,159 zero-weight features AUC Train: 0.775, Explained Variance Score Train: 0.309 AUC Test: 0.779, Explained Variance Score Test: 0.336 Run 7 has 12 non-zero features and 19,159 zero-weight features AUC Train: 0.780, Explained Variance Score Train: 0.326 AUC Test: 0.774, Explained Variance Score Test: 0.285 Run 9 has 16 non-zero features and 19,155 zero-weight features AUC Train: 0.778, Explained Variance Score Train: 0.328 AUC Test: 0.774, Explained Variance Score Test: 0.304 Run 6 has 9 non-zero features and 19,162 zero-weight features AUC Train: 0.782, Explained Variance Score Train: 0.343 AUC Test: 0.763, Explained Variance Score Test: 0.228 Run 3 has 9 non-zero features and 19,162 zero-weight features AUC Train: 0.782, Explained Variance Score Train: 0.345 AUC Test: 0.760, Explained Variance Score Test: 0.245 Run 5 has 7 non-zero features and 19,164 zero-weight features AUC Train: 0.786, Explained Variance Score Train: 0.332 AUC Test: 0.753, Explained Variance Score Test: 0.267 19,141 features with 0 weights being filtered. 30 features remaining. 2 corr matrix is filtered to size: (30, 2) subsetting variables that are only: ['Vital', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis'] from 30 variables to 29 output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 data saved to ../outputs_24_months_final_20180416/x2_boys_24_months_obese_lasso_fts_no_census Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:0 male'] is: 5775 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5775 total number of people who have maternal data available: 3451 intersection of the three above is: 1751 1751 patients selected..
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 1 has 11 non-zero features and 19,160 zero-weight features AUC Train: 0.787, Explained Variance Score Train: 0.324 AUC Test: 0.742, Explained Variance Score Test: 0.295 Run 4 has 19 non-zero features and 19,152 zero-weight features AUC Train: 0.782, Explained Variance Score Train: 0.311 AUC Test: 0.764, Explained Variance Score Test: 0.328 Run 2 has 11 non-zero features and 19,160 zero-weight features AUC Train: 0.792, Explained Variance Score Train: 0.337 AUC Test: 0.734, Explained Variance Score Test: 0.275 Run 5 has 11 non-zero features and 19,160 zero-weight features AUC Train: 0.778, Explained Variance Score Train: 0.317 AUC Test: 0.778, Explained Variance Score Test: 0.333 Run 3 has 175 non-zero features and 18,996 zero-weight features AUC Train: 0.842, Explained Variance Score Train: 0.495 AUC Test: 0.780, Explained Variance Score Test: 0.297 Run 9 has 8 non-zero features and 19,163 zero-weight features AUC Train: 0.766, Explained Variance Score Train: 0.305 AUC Test: 0.804, Explained Variance Score Test: 0.317 Run 0 has 11 non-zero features and 19,160 zero-weight features AUC Train: 0.773, Explained Variance Score Train: 0.336 AUC Test: 0.782, Explained Variance Score Test: 0.266 Run 8 has 10 non-zero features and 19,161 zero-weight features AUC Train: 0.777, Explained Variance Score Train: 0.323 AUC Test: 0.772, Explained Variance Score Test: 0.323 Run 7 has 14 non-zero features and 19,157 zero-weight features AUC Train: 0.780, Explained Variance Score Train: 0.329 AUC Test: 0.772, Explained Variance Score Test: 0.299 Run 6 has 15 non-zero features and 19,156 zero-weight features AUC Train: 0.762, Explained Variance Score Train: 0.280 AUC Test: 0.809, Explained Variance Score Test: 0.369 18,981 features with 0 weights being filtered. 190 features remaining. 96 corr matrix is filtered to size: (190, 96) subsetting variables that are only: ['Census', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis', 'Vital: Fundal Ht-latest', 'Vital: HC-latest', 'Vital: HC Percentile-latest', 'Vital: Ht-latest', 'Vital: Ht Percentile-latest', 'Vital: Temp-latest', 'Vital: BP-latest', 'Vital: HR-latest', 'Vital: Fundal Ht-AtBirth', 'Vital: HC-AtBirth', 'Vital: HC Percentile-AtBirth', 'Vital: Ht-AtBirth', 'Vital: Ht Percentile-AtBirth', 'Vital: Temp-AtBirth', 'Vital: BP-AtBirth', 'Vital: HR-AtBirth', 'Vital: Fundal Ht-avg0to1', 'Vital: HC-avg0to1', 'Vital: HC Percentile-avg0to1', 'Vital: Ht-avg0to1', 'Vital: Ht Percentile-avg0to1', 'Vital: Temp-avg0to1', 'Vital: BP-avg0to1', 'Vital: HR-avg0to1', 'Vital: Fundal Ht-avg1to3', 'Vital: HC-avg1to3', 'Vital: HC Percentile-avg1to3', 'Vital: Ht-avg1to3', 'Vital: Ht Percentile-avg1to3', 'Vital: Temp-avg1to3', 'Vital: BP-avg1to3', 'Vital: HR-avg1to3', 'Vital: Fundal Ht-avg3to5', 'Vital: HC-avg3to5', 'Vital: HC Percentile-avg3to5', 'Vital: Ht-avg3to5', 'Vital: Ht Percentile-avg3to5', 'Vital: Temp-avg3to5', 'Vital: BP-avg3to5', 'Vital: HR-avg3to5', 'Vital: Fundal Ht-avg5to7', 'Vital: HC-avg5to7', 'Vital: HC Percentile-avg5to7', 'Vital: Ht-avg5to7', 'Vital: Ht Percentile-avg5to7', 'Vital: Temp-avg5to7', 'Vital: BP-avg5to7', 'Vital: HR-avg5to7', 'Vital: Fundal Ht-avg7to10', 'Vital: HC-avg7to10', 'Vital: HC Percentile-avg7to10', 'Vital: Ht-avg7to10', 'Vital: Ht Percentile-avg7to10', 'Vital: Temp-avg7to10', 'Vital: BP-avg7to10', 'Vital: HR-avg7to10', 'Vital: Fundal Ht-avg10to13', 'Vital: HC-avg10to13', 'Vital: HC Percentile-avg10to13', 'Vital: Ht-avg10to13', 'Vital: Ht Percentile-avg10to13', 'Vital: Temp-avg10to13', 'Vital: BP-avg10to13', 'Vital: HR-avg10to13', 'Vital: Fundal Ht-avg13to16', 'Vital: HC-avg13to16', 'Vital: HC Percentile-avg13to16', 'Vital: Ht-avg13to16', 'Vital: Ht Percentile-avg13to16', 'Vital: Temp-avg13to16', 'Vital: BP-avg13to16', 'Vital: HR-avg13to16', 'Vital: Fundal Ht-avg16to19', 'Vital: HC-avg16to19', 'Vital: HC Percentile-avg16to19', 'Vital: Ht-avg16to19', 'Vital: Ht Percentile-avg16to19', 'Vital: Temp-avg16to19', 'Vital: BP-avg16to19', 'Vital: HR-avg16to19', 'Vital: Fundal Ht-avg19to24', 'Vital: HC-avg19to24', 'Vital: HC Percentile-avg19to24', 'Vital: Ht-avg19to24', 'Vital: Ht Percentile-avg19to24', 'Vital: Temp-avg19to24', 'Vital: BP-avg19to24', 'Vital: HR-avg19to24', 'Vital: HC-gain0to3', 'Vital: HC Percentile-gain0to3', 'Vital: Ht-gain0to3', 'Vital: Ht Percentile-gain0to3', 'Vital: HC-gain1to5', 'Vital: HC Percentile-gain1to5', 'Vital: Ht-gain1to5', 'Vital: Ht Percentile-gain1to5', 'Vital: HC-gain3to7', 'Vital: HC Percentile-gain3to7', 'Vital: Ht-gain3to7', 'Vital: Ht Percentile-gain3to7', 'Vital: HC-gain5to10', 'Vital: HC Percentile-gain5to10', 'Vital: Ht-gain5to10', 'Vital: Ht Percentile-gain5to10', 'Vital: HC-gain7to13', 'Vital: HC Percentile-gain7to13', 'Vital: Ht-gain7to13', 'Vital: Ht Percentile-gain7to13', 'Vital: HC-gain10to16', 'Vital: HC Percentile-gain10to16', 'Vital: Ht-gain10to16', 'Vital: Ht Percentile-gain10to16', 'Vital: HC-gain13to19', 'Vital: HC Percentile-gain13to19', 'Vital: Ht-gain13to19', 'Vital: Ht Percentile-gain13to19', 'Vital: HC-gain16to24', 'Vital: HC Percentile-gain16to24', 'Vital: Ht-gain16to24', 'Vital: Ht Percentile-gain16to24', 'Vital: HC-gain0to24', 'Vital: HC Percentile-gain0to24', 'Vital: Ht-gain0to24', 'Vital: Ht Percentile-gain0to24', 'Vital: Fundal Ht-prePregnancy', 'Vital: HC-prePregnancy', 'Vital: HC Percentile-prePregnancy', 'Vital: Ht-prePregnancy', 'Vital: Ht Percentile-prePregnancy', 'Vital: Temp-prePregnancy', 'Vital: BP-prePregnancy', 'Vital: HR-prePregnancy', 'Vital: Fundal Ht-firstTrimester', 'Vital: HC-firstTrimester', 'Vital: HC Percentile-firstTrimester', 'Vital: Ht-firstTrimester', 'Vital: Ht Percentile-firstTrimester', 'Vital: Temp-firstTrimester', 'Vital: BP-firstTrimester', 'Vital: HR-firstTrimester', 'Vital: Fundal Ht-secondTrimester', 'Vital: HC-secondTrimester', 'Vital: HC Percentile-secondTrimester', 'Vital: Ht-secondTrimester', 'Vital: Ht Percentile-secondTrimester', 'Vital: Temp-secondTrimester', 'Vital: BP-secondTrimester', 'Vital: HR-secondTrimester', 'Vital: Fundal Ht-thirdTrimester', 'Vital: HC-thirdTrimester', 'Vital: HC Percentile-thirdTrimester', 'Vital: Ht-thirdTrimester', 'Vital: Ht Percentile-thirdTrimester', 'Vital: Temp-thirdTrimester', 'Vital: BP-thirdTrimester', 'Vital: HR-thirdTrimester', 'Vital: Fundal Ht-postPregnancy', 'Vital: HC-postPregnancy', 'Vital: HC Percentile-postPregnancy', 'Vital: Ht-postPregnancy', 'Vital: Ht Percentile-postPregnancy', 'Vital: Temp-postPregnancy', 'Vital: BP-postPregnancy', 'Vital: HR-postPregnancy', 'Vital: Fundal Ht-otherPregnancy', 'Vital: HC-otherPregnancy', 'Vital: HC Percentile-otherPregnancy', 'Vital: Ht-otherPregnancy', 'Vital: Ht Percentile-otherPregnancy', 'Vital: Temp-otherPregnancy', 'Vital: BP-otherPregnancy', 'Vital: HR-otherPregnancy'] from 190 variables to 81 output is: average: 16.875, min: 11.260, max: 30.480 total patients: 1,751, positive: 386.00, negative: 1,365.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:0'] total size: 1,751 data saved to ../outputs_24_months_final_20180416/x2_boys_24_months_obese_lasso_fts_no_wt_bmi Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. 18815 corr matrix is filtered to size: (19171, 18815) output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 data saved to ../outputs_24_months_final_20180416/x2_girls_24_months_obese_no_min_full Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. 18815 corr matrix is filtered to size: (19171, 18815) subsetting variables that are only: ['Vital', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis'] from 19171 variables to 2039 output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 data saved to ../outputs_24_months_final_20180416/x2_girls_24_months_obese_no_min_no_census Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. 18815 corr matrix is filtered to size: (19171, 18815) subsetting variables that are only: ['Census', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis', 'Vital: Fundal Ht-latest', 'Vital: HC-latest', 'Vital: HC Percentile-latest', 'Vital: Ht-latest', 'Vital: Ht Percentile-latest', 'Vital: Temp-latest', 'Vital: BP-latest', 'Vital: HR-latest', 'Vital: Fundal Ht-AtBirth', 'Vital: HC-AtBirth', 'Vital: HC Percentile-AtBirth', 'Vital: Ht-AtBirth', 'Vital: Ht Percentile-AtBirth', 'Vital: Temp-AtBirth', 'Vital: BP-AtBirth', 'Vital: HR-AtBirth', 'Vital: Fundal Ht-avg0to1', 'Vital: HC-avg0to1', 'Vital: HC Percentile-avg0to1', 'Vital: Ht-avg0to1', 'Vital: Ht Percentile-avg0to1', 'Vital: Temp-avg0to1', 'Vital: BP-avg0to1', 'Vital: HR-avg0to1', 'Vital: Fundal Ht-avg1to3', 'Vital: HC-avg1to3', 'Vital: HC Percentile-avg1to3', 'Vital: Ht-avg1to3', 'Vital: Ht Percentile-avg1to3', 'Vital: Temp-avg1to3', 'Vital: BP-avg1to3', 'Vital: HR-avg1to3', 'Vital: Fundal Ht-avg3to5', 'Vital: HC-avg3to5', 'Vital: HC Percentile-avg3to5', 'Vital: Ht-avg3to5', 'Vital: Ht Percentile-avg3to5', 'Vital: Temp-avg3to5', 'Vital: BP-avg3to5', 'Vital: HR-avg3to5', 'Vital: Fundal Ht-avg5to7', 'Vital: HC-avg5to7', 'Vital: HC Percentile-avg5to7', 'Vital: Ht-avg5to7', 'Vital: Ht Percentile-avg5to7', 'Vital: Temp-avg5to7', 'Vital: BP-avg5to7', 'Vital: HR-avg5to7', 'Vital: Fundal Ht-avg7to10', 'Vital: HC-avg7to10', 'Vital: HC Percentile-avg7to10', 'Vital: Ht-avg7to10', 'Vital: Ht Percentile-avg7to10', 'Vital: Temp-avg7to10', 'Vital: BP-avg7to10', 'Vital: HR-avg7to10', 'Vital: Fundal Ht-avg10to13', 'Vital: HC-avg10to13', 'Vital: HC Percentile-avg10to13', 'Vital: Ht-avg10to13', 'Vital: Ht Percentile-avg10to13', 'Vital: Temp-avg10to13', 'Vital: BP-avg10to13', 'Vital: HR-avg10to13', 'Vital: Fundal Ht-avg13to16', 'Vital: HC-avg13to16', 'Vital: HC Percentile-avg13to16', 'Vital: Ht-avg13to16', 'Vital: Ht Percentile-avg13to16', 'Vital: Temp-avg13to16', 'Vital: BP-avg13to16', 'Vital: HR-avg13to16', 'Vital: Fundal Ht-avg16to19', 'Vital: HC-avg16to19', 'Vital: HC Percentile-avg16to19', 'Vital: Ht-avg16to19', 'Vital: Ht Percentile-avg16to19', 'Vital: Temp-avg16to19', 'Vital: BP-avg16to19', 'Vital: HR-avg16to19', 'Vital: Fundal Ht-avg19to24', 'Vital: HC-avg19to24', 'Vital: HC Percentile-avg19to24', 'Vital: Ht-avg19to24', 'Vital: Ht Percentile-avg19to24', 'Vital: Temp-avg19to24', 'Vital: BP-avg19to24', 'Vital: HR-avg19to24', 'Vital: HC-gain0to3', 'Vital: HC Percentile-gain0to3', 'Vital: Ht-gain0to3', 'Vital: Ht Percentile-gain0to3', 'Vital: HC-gain1to5', 'Vital: HC Percentile-gain1to5', 'Vital: Ht-gain1to5', 'Vital: Ht Percentile-gain1to5', 'Vital: HC-gain3to7', 'Vital: HC Percentile-gain3to7', 'Vital: Ht-gain3to7', 'Vital: Ht Percentile-gain3to7', 'Vital: HC-gain5to10', 'Vital: HC Percentile-gain5to10', 'Vital: Ht-gain5to10', 'Vital: Ht Percentile-gain5to10', 'Vital: HC-gain7to13', 'Vital: HC Percentile-gain7to13', 'Vital: Ht-gain7to13', 'Vital: Ht Percentile-gain7to13', 'Vital: HC-gain10to16', 'Vital: HC Percentile-gain10to16', 'Vital: Ht-gain10to16', 'Vital: Ht Percentile-gain10to16', 'Vital: HC-gain13to19', 'Vital: HC Percentile-gain13to19', 'Vital: Ht-gain13to19', 'Vital: Ht Percentile-gain13to19', 'Vital: HC-gain16to24', 'Vital: HC Percentile-gain16to24', 'Vital: Ht-gain16to24', 'Vital: Ht Percentile-gain16to24', 'Vital: HC-gain0to24', 'Vital: HC Percentile-gain0to24', 'Vital: Ht-gain0to24', 'Vital: Ht Percentile-gain0to24', 'Vital: Fundal Ht-prePregnancy', 'Vital: HC-prePregnancy', 'Vital: HC Percentile-prePregnancy', 'Vital: Ht-prePregnancy', 'Vital: Ht Percentile-prePregnancy', 'Vital: Temp-prePregnancy', 'Vital: BP-prePregnancy', 'Vital: HR-prePregnancy', 'Vital: Fundal Ht-firstTrimester', 'Vital: HC-firstTrimester', 'Vital: HC Percentile-firstTrimester', 'Vital: Ht-firstTrimester', 'Vital: Ht Percentile-firstTrimester', 'Vital: Temp-firstTrimester', 'Vital: BP-firstTrimester', 'Vital: HR-firstTrimester', 'Vital: Fundal Ht-secondTrimester', 'Vital: HC-secondTrimester', 'Vital: HC Percentile-secondTrimester', 'Vital: Ht-secondTrimester', 'Vital: Ht Percentile-secondTrimester', 'Vital: Temp-secondTrimester', 'Vital: BP-secondTrimester', 'Vital: HR-secondTrimester', 'Vital: Fundal Ht-thirdTrimester', 'Vital: HC-thirdTrimester', 'Vital: HC Percentile-thirdTrimester', 'Vital: Ht-thirdTrimester', 'Vital: Ht Percentile-thirdTrimester', 'Vital: Temp-thirdTrimester', 'Vital: BP-thirdTrimester', 'Vital: HR-thirdTrimester', 'Vital: Fundal Ht-postPregnancy', 'Vital: HC-postPregnancy', 'Vital: HC Percentile-postPregnancy', 'Vital: Ht-postPregnancy', 'Vital: Ht Percentile-postPregnancy', 'Vital: Temp-postPregnancy', 'Vital: BP-postPregnancy', 'Vital: HR-postPregnancy', 'Vital: Fundal Ht-otherPregnancy', 'Vital: HC-otherPregnancy', 'Vital: HC Percentile-otherPregnancy', 'Vital: Ht-otherPregnancy', 'Vital: Ht Percentile-otherPregnancy', 'Vital: Temp-otherPregnancy', 'Vital: BP-otherPregnancy', 'Vital: HR-otherPregnancy'] from 19171 variables to 1889 output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 data saved to ../outputs_24_months_final_20180416/x2_girls_24_months_obese_no_min_no_wt_bmi Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. 18815 corr matrix is filtered to size: (19171, 18815) subsetting variables that are only: ['Vital: Wt for Length ZScore-avg19to24'] from 19171 variables to 1 output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 data saved to ../outputs_24_months_final_20180416/x2_girls_24_months_obese_no_min_wfl_19_24 Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. 18815 corr matrix is filtered to size: (19171, 18815) subsetting variables that are only: ['Vital: Wt for Length ZScore-avg19to24'] from 19171 variables to 1 output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 data saved to ../outputs_24_months_final_20180416/x2_girls_24_months_obese_no_min_wfl_latest Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. 18815 corr matrix is filtered to size: (19171, 18815) subsetting variables that are only: ['Vital: BMI-avg19to24'] from 19171 variables to 1 output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 data saved to ../outputs_24_months_final_20180416/x2_girls_24_months_obese_no_min_bmi_19_24 Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. 18815 corr matrix is filtered to size: (19171, 18815) subsetting variables that are only: ['Vital: BMI-latest'] from 19171 variables to 1 output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 data saved to ../outputs_24_months_final_20180416/x2_girls_24_months_obese_no_min_bmi_latest Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. 860 features filtered with number of occurrences less than 5 644 corr matrix is filtered to size: (860, 644) output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 data saved to ../outputs_24_months_final_20180416/x2_girls_24_months_obese_min_5_full Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. 860 features filtered with number of occurrences less than 5 644 corr matrix is filtered to size: (860, 644) subsetting variables that are only: ['Vital', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis'] from 860 variables to 335 output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 data saved to ../outputs_24_months_final_20180416/x2_girls_24_months_obese_min_5_no_census Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected.. 860 features filtered with number of occurrences less than 5 644 corr matrix is filtered to size: (860, 644) subsetting variables that are only: ['Census', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis', 'Vital: Fundal Ht-latest', 'Vital: HC-latest', 'Vital: HC Percentile-latest', 'Vital: Ht-latest', 'Vital: Ht Percentile-latest', 'Vital: Temp-latest', 'Vital: BP-latest', 'Vital: HR-latest', 'Vital: Fundal Ht-AtBirth', 'Vital: HC-AtBirth', 'Vital: HC Percentile-AtBirth', 'Vital: Ht-AtBirth', 'Vital: Ht Percentile-AtBirth', 'Vital: Temp-AtBirth', 'Vital: BP-AtBirth', 'Vital: HR-AtBirth', 'Vital: Fundal Ht-avg0to1', 'Vital: HC-avg0to1', 'Vital: HC Percentile-avg0to1', 'Vital: Ht-avg0to1', 'Vital: Ht Percentile-avg0to1', 'Vital: Temp-avg0to1', 'Vital: BP-avg0to1', 'Vital: HR-avg0to1', 'Vital: Fundal Ht-avg1to3', 'Vital: HC-avg1to3', 'Vital: HC Percentile-avg1to3', 'Vital: Ht-avg1to3', 'Vital: Ht Percentile-avg1to3', 'Vital: Temp-avg1to3', 'Vital: BP-avg1to3', 'Vital: HR-avg1to3', 'Vital: Fundal Ht-avg3to5', 'Vital: HC-avg3to5', 'Vital: HC Percentile-avg3to5', 'Vital: Ht-avg3to5', 'Vital: Ht Percentile-avg3to5', 'Vital: Temp-avg3to5', 'Vital: BP-avg3to5', 'Vital: HR-avg3to5', 'Vital: Fundal Ht-avg5to7', 'Vital: HC-avg5to7', 'Vital: HC Percentile-avg5to7', 'Vital: Ht-avg5to7', 'Vital: Ht Percentile-avg5to7', 'Vital: Temp-avg5to7', 'Vital: BP-avg5to7', 'Vital: HR-avg5to7', 'Vital: Fundal Ht-avg7to10', 'Vital: HC-avg7to10', 'Vital: HC Percentile-avg7to10', 'Vital: Ht-avg7to10', 'Vital: Ht Percentile-avg7to10', 'Vital: Temp-avg7to10', 'Vital: BP-avg7to10', 'Vital: HR-avg7to10', 'Vital: Fundal Ht-avg10to13', 'Vital: HC-avg10to13', 'Vital: HC Percentile-avg10to13', 'Vital: Ht-avg10to13', 'Vital: Ht Percentile-avg10to13', 'Vital: Temp-avg10to13', 'Vital: BP-avg10to13', 'Vital: HR-avg10to13', 'Vital: Fundal Ht-avg13to16', 'Vital: HC-avg13to16', 'Vital: HC Percentile-avg13to16', 'Vital: Ht-avg13to16', 'Vital: Ht Percentile-avg13to16', 'Vital: Temp-avg13to16', 'Vital: BP-avg13to16', 'Vital: HR-avg13to16', 'Vital: Fundal Ht-avg16to19', 'Vital: HC-avg16to19', 'Vital: HC Percentile-avg16to19', 'Vital: Ht-avg16to19', 'Vital: Ht Percentile-avg16to19', 'Vital: Temp-avg16to19', 'Vital: BP-avg16to19', 'Vital: HR-avg16to19', 'Vital: Fundal Ht-avg19to24', 'Vital: HC-avg19to24', 'Vital: HC Percentile-avg19to24', 'Vital: Ht-avg19to24', 'Vital: Ht Percentile-avg19to24', 'Vital: Temp-avg19to24', 'Vital: BP-avg19to24', 'Vital: HR-avg19to24', 'Vital: HC-gain0to3', 'Vital: HC Percentile-gain0to3', 'Vital: Ht-gain0to3', 'Vital: Ht Percentile-gain0to3', 'Vital: HC-gain1to5', 'Vital: HC Percentile-gain1to5', 'Vital: Ht-gain1to5', 'Vital: Ht Percentile-gain1to5', 'Vital: HC-gain3to7', 'Vital: HC Percentile-gain3to7', 'Vital: Ht-gain3to7', 'Vital: Ht Percentile-gain3to7', 'Vital: HC-gain5to10', 'Vital: HC Percentile-gain5to10', 'Vital: Ht-gain5to10', 'Vital: Ht Percentile-gain5to10', 'Vital: HC-gain7to13', 'Vital: HC Percentile-gain7to13', 'Vital: Ht-gain7to13', 'Vital: Ht Percentile-gain7to13', 'Vital: HC-gain10to16', 'Vital: HC Percentile-gain10to16', 'Vital: Ht-gain10to16', 'Vital: Ht Percentile-gain10to16', 'Vital: HC-gain13to19', 'Vital: HC Percentile-gain13to19', 'Vital: Ht-gain13to19', 'Vital: Ht Percentile-gain13to19', 'Vital: HC-gain16to24', 'Vital: HC Percentile-gain16to24', 'Vital: Ht-gain16to24', 'Vital: Ht Percentile-gain16to24', 'Vital: HC-gain0to24', 'Vital: HC Percentile-gain0to24', 'Vital: Ht-gain0to24', 'Vital: Ht Percentile-gain0to24', 'Vital: Fundal Ht-prePregnancy', 'Vital: HC-prePregnancy', 'Vital: HC Percentile-prePregnancy', 'Vital: Ht-prePregnancy', 'Vital: Ht Percentile-prePregnancy', 'Vital: Temp-prePregnancy', 'Vital: BP-prePregnancy', 'Vital: HR-prePregnancy', 'Vital: Fundal Ht-firstTrimester', 'Vital: HC-firstTrimester', 'Vital: HC Percentile-firstTrimester', 'Vital: Ht-firstTrimester', 'Vital: Ht Percentile-firstTrimester', 'Vital: Temp-firstTrimester', 'Vital: BP-firstTrimester', 'Vital: HR-firstTrimester', 'Vital: Fundal Ht-secondTrimester', 'Vital: HC-secondTrimester', 'Vital: HC Percentile-secondTrimester', 'Vital: Ht-secondTrimester', 'Vital: Ht Percentile-secondTrimester', 'Vital: Temp-secondTrimester', 'Vital: BP-secondTrimester', 'Vital: HR-secondTrimester', 'Vital: Fundal Ht-thirdTrimester', 'Vital: HC-thirdTrimester', 'Vital: HC Percentile-thirdTrimester', 'Vital: Ht-thirdTrimester', 'Vital: Ht Percentile-thirdTrimester', 'Vital: Temp-thirdTrimester', 'Vital: BP-thirdTrimester', 'Vital: HR-thirdTrimester', 'Vital: Fundal Ht-postPregnancy', 'Vital: HC-postPregnancy', 'Vital: HC Percentile-postPregnancy', 'Vital: Ht-postPregnancy', 'Vital: Ht Percentile-postPregnancy', 'Vital: Temp-postPregnancy', 'Vital: BP-postPregnancy', 'Vital: HR-postPregnancy', 'Vital: Fundal Ht-otherPregnancy', 'Vital: HC-otherPregnancy', 'Vital: HC Percentile-otherPregnancy', 'Vital: Ht-otherPregnancy', 'Vital: Ht Percentile-otherPregnancy', 'Vital: Temp-otherPregnancy', 'Vital: BP-otherPregnancy', 'Vital: HR-otherPregnancy'] from 860 variables to 257 output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 data saved to ../outputs_24_months_final_20180416/x2_girls_24_months_obese_min_5_no_wt_bmi Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected..
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 3 has 14 non-zero features and 19,157 zero-weight features AUC Train: 0.802, Explained Variance Score Train: 0.350 AUC Test: 0.759, Explained Variance Score Test: 0.288 Run 1 has 14 non-zero features and 19,157 zero-weight features AUC Train: 0.800, Explained Variance Score Train: 0.371 AUC Test: 0.769, Explained Variance Score Test: 0.232 Run 7 has 16 non-zero features and 19,155 zero-weight features AUC Train: 0.777, Explained Variance Score Train: 0.333 AUC Test: 0.813, Explained Variance Score Test: 0.310 Run 2 has 14 non-zero features and 19,157 zero-weight features AUC Train: 0.802, Explained Variance Score Train: 0.343 AUC Test: 0.752, Explained Variance Score Test: 0.292 Run 5 has 21 non-zero features and 19,150 zero-weight features AUC Train: 0.788, Explained Variance Score Train: 0.313 AUC Test: 0.804, Explained Variance Score Test: 0.375 Run 9 has 14 non-zero features and 19,157 zero-weight features AUC Train: 0.820, Explained Variance Score Train: 0.371 AUC Test: 0.722, Explained Variance Score Test: 0.244 Run 6 has 14 non-zero features and 19,157 zero-weight features AUC Train: 0.788, Explained Variance Score Train: 0.334 AUC Test: 0.796, Explained Variance Score Test: 0.321 Run 0 has 15 non-zero features and 19,156 zero-weight features AUC Train: 0.796, Explained Variance Score Train: 0.310 AUC Test: 0.761, Explained Variance Score Test: 0.321 Run 4 has 14 non-zero features and 19,157 zero-weight features AUC Train: 0.817, Explained Variance Score Train: 0.372 AUC Test: 0.727, Explained Variance Score Test: 0.253 Run 8 has 14 non-zero features and 19,157 zero-weight features AUC Train: 0.795, Explained Variance Score Train: 0.321 AUC Test: 0.763, Explained Variance Score Test: 0.339 19,137 features with 0 weights being filtered. 34 features remaining. 3 corr matrix is filtered to size: (34, 3) output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 data saved to ../outputs_24_months_final_20180416/x2_girls_24_months_obese_lasso_fts_full Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected..
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 0 has 14 non-zero features and 19,157 zero-weight features AUC Train: 0.807, Explained Variance Score Train: 0.381 AUC Test: 0.784, Explained Variance Score Test: 0.286
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 1 has 14 non-zero features and 19,157 zero-weight features AUC Train: 0.802, Explained Variance Score Train: 0.367 AUC Test: 0.804, Explained Variance Score Test: 0.348
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 2 has 14 non-zero features and 19,157 zero-weight features AUC Train: 0.805, Explained Variance Score Train: 0.360 AUC Test: 0.777, Explained Variance Score Test: 0.349 Run 7 has 14 non-zero features and 19,157 zero-weight features AUC Train: 0.822, Explained Variance Score Train: 0.389 AUC Test: 0.719, Explained Variance Score Test: 0.266 Run 3 has 13 non-zero features and 19,158 zero-weight features AUC Train: 0.794, Explained Variance Score Train: 0.374 AUC Test: 0.815, Explained Variance Score Test: 0.308
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 6 has 12 non-zero features and 19,159 zero-weight features AUC Train: 0.791, Explained Variance Score Train: 0.354 AUC Test: 0.817, Explained Variance Score Test: 0.347 Run 8 has 14 non-zero features and 19,157 zero-weight features AUC Train: 0.795, Explained Variance Score Train: 0.315 AUC Test: 0.801, Explained Variance Score Test: 0.393 Run 4 has 17 non-zero features and 19,154 zero-weight features AUC Train: 0.806, Explained Variance Score Train: 0.345 AUC Test: 0.773, Explained Variance Score Test: 0.355 Run 5 has 15 non-zero features and 19,156 zero-weight features AUC Train: 0.810, Explained Variance Score Train: 0.387 AUC Test: 0.778, Explained Variance Score Test: 0.300 Run 9 has 14 non-zero features and 19,157 zero-weight features AUC Train: 0.802, Explained Variance Score Train: 0.364 AUC Test: 0.774, Explained Variance Score Test: 0.330 19,136 features with 0 weights being filtered. 35 features remaining. 5 corr matrix is filtered to size: (35, 5) subsetting variables that are only: ['Vital', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis'] from 35 variables to 32 output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 data saved to ../outputs_24_months_final_20180416/x2_girls_24_months_obese_lasso_fts_no_census Using pre-prepared data Original cohort size is: 52945 num features: 19171 total number of people who have: ['Gender:1 female'] is: 5719 total number of people who have a BMI measured: 11484 total number of people who have all filtered variables: 5719 total number of people who have maternal data available: 3451 intersection of the three above is: 1698 1698 patients selected..
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 0 has 8 non-zero features and 19,163 zero-weight features AUC Train: 0.786, Explained Variance Score Train: 0.369 AUC Test: 0.854, Explained Variance Score Test: 0.388
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 5 has 13 non-zero features and 19,158 zero-weight features AUC Train: 0.803, Explained Variance Score Train: 0.354 AUC Test: 0.812, Explained Variance Score Test: 0.376 Run 2 has 11 non-zero features and 19,160 zero-weight features AUC Train: 0.799, Explained Variance Score Train: 0.368 AUC Test: 0.832, Explained Variance Score Test: 0.392
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Run 3 has 16 non-zero features and 19,155 zero-weight features AUC Train: 0.821, Explained Variance Score Train: 0.397 AUC Test: 0.805, Explained Variance Score Test: 0.339 Run 8 has 16 non-zero features and 19,155 zero-weight features AUC Train: 0.820, Explained Variance Score Train: 0.388 AUC Test: 0.799, Explained Variance Score Test: 0.359 Run 7 has 15 non-zero features and 19,156 zero-weight features AUC Train: 0.808, Explained Variance Score Train: 0.382 AUC Test: 0.827, Explained Variance Score Test: 0.370 Run 1 has 15 non-zero features and 19,156 zero-weight features AUC Train: 0.806, Explained Variance Score Train: 0.355 AUC Test: 0.836, Explained Variance Score Test: 0.407 Run 4 has 13 non-zero features and 19,158 zero-weight features AUC Train: 0.815, Explained Variance Score Train: 0.350 AUC Test: 0.801, Explained Variance Score Test: 0.404 Run 9 has 15 non-zero features and 19,156 zero-weight features AUC Train: 0.813, Explained Variance Score Train: 0.364 AUC Test: 0.799, Explained Variance Score Test: 0.378 Run 6 has 20 non-zero features and 19,151 zero-weight features AUC Train: 0.823, Explained Variance Score Train: 0.372 AUC Test: 0.787, Explained Variance Score Test: 0.378 19,139 features with 0 weights being filtered. 32 features remaining. 3 corr matrix is filtered to size: (32, 3) subsetting variables that are only: ['Census', 'Lab', 'Number of Visits', 'MatDeliveryAge', 'Maternal', 'Diagnosis', 'Newborn Diagnosis', 'Vital: Fundal Ht-latest', 'Vital: HC-latest', 'Vital: HC Percentile-latest', 'Vital: Ht-latest', 'Vital: Ht Percentile-latest', 'Vital: Temp-latest', 'Vital: BP-latest', 'Vital: HR-latest', 'Vital: Fundal Ht-AtBirth', 'Vital: HC-AtBirth', 'Vital: HC Percentile-AtBirth', 'Vital: Ht-AtBirth', 'Vital: Ht Percentile-AtBirth', 'Vital: Temp-AtBirth', 'Vital: BP-AtBirth', 'Vital: HR-AtBirth', 'Vital: Fundal Ht-avg0to1', 'Vital: HC-avg0to1', 'Vital: HC Percentile-avg0to1', 'Vital: Ht-avg0to1', 'Vital: Ht Percentile-avg0to1', 'Vital: Temp-avg0to1', 'Vital: BP-avg0to1', 'Vital: HR-avg0to1', 'Vital: Fundal Ht-avg1to3', 'Vital: HC-avg1to3', 'Vital: HC Percentile-avg1to3', 'Vital: Ht-avg1to3', 'Vital: Ht Percentile-avg1to3', 'Vital: Temp-avg1to3', 'Vital: BP-avg1to3', 'Vital: HR-avg1to3', 'Vital: Fundal Ht-avg3to5', 'Vital: HC-avg3to5', 'Vital: HC Percentile-avg3to5', 'Vital: Ht-avg3to5', 'Vital: Ht Percentile-avg3to5', 'Vital: Temp-avg3to5', 'Vital: BP-avg3to5', 'Vital: HR-avg3to5', 'Vital: Fundal Ht-avg5to7', 'Vital: HC-avg5to7', 'Vital: HC Percentile-avg5to7', 'Vital: Ht-avg5to7', 'Vital: Ht Percentile-avg5to7', 'Vital: Temp-avg5to7', 'Vital: BP-avg5to7', 'Vital: HR-avg5to7', 'Vital: Fundal Ht-avg7to10', 'Vital: HC-avg7to10', 'Vital: HC Percentile-avg7to10', 'Vital: Ht-avg7to10', 'Vital: Ht Percentile-avg7to10', 'Vital: Temp-avg7to10', 'Vital: BP-avg7to10', 'Vital: HR-avg7to10', 'Vital: Fundal Ht-avg10to13', 'Vital: HC-avg10to13', 'Vital: HC Percentile-avg10to13', 'Vital: Ht-avg10to13', 'Vital: Ht Percentile-avg10to13', 'Vital: Temp-avg10to13', 'Vital: BP-avg10to13', 'Vital: HR-avg10to13', 'Vital: Fundal Ht-avg13to16', 'Vital: HC-avg13to16', 'Vital: HC Percentile-avg13to16', 'Vital: Ht-avg13to16', 'Vital: Ht Percentile-avg13to16', 'Vital: Temp-avg13to16', 'Vital: BP-avg13to16', 'Vital: HR-avg13to16', 'Vital: Fundal Ht-avg16to19', 'Vital: HC-avg16to19', 'Vital: HC Percentile-avg16to19', 'Vital: Ht-avg16to19', 'Vital: Ht Percentile-avg16to19', 'Vital: Temp-avg16to19', 'Vital: BP-avg16to19', 'Vital: HR-avg16to19', 'Vital: Fundal Ht-avg19to24', 'Vital: HC-avg19to24', 'Vital: HC Percentile-avg19to24', 'Vital: Ht-avg19to24', 'Vital: Ht Percentile-avg19to24', 'Vital: Temp-avg19to24', 'Vital: BP-avg19to24', 'Vital: HR-avg19to24', 'Vital: HC-gain0to3', 'Vital: HC Percentile-gain0to3', 'Vital: Ht-gain0to3', 'Vital: Ht Percentile-gain0to3', 'Vital: HC-gain1to5', 'Vital: HC Percentile-gain1to5', 'Vital: Ht-gain1to5', 'Vital: Ht Percentile-gain1to5', 'Vital: HC-gain3to7', 'Vital: HC Percentile-gain3to7', 'Vital: Ht-gain3to7', 'Vital: Ht Percentile-gain3to7', 'Vital: HC-gain5to10', 'Vital: HC Percentile-gain5to10', 'Vital: Ht-gain5to10', 'Vital: Ht Percentile-gain5to10', 'Vital: HC-gain7to13', 'Vital: HC Percentile-gain7to13', 'Vital: Ht-gain7to13', 'Vital: Ht Percentile-gain7to13', 'Vital: HC-gain10to16', 'Vital: HC Percentile-gain10to16', 'Vital: Ht-gain10to16', 'Vital: Ht Percentile-gain10to16', 'Vital: HC-gain13to19', 'Vital: HC Percentile-gain13to19', 'Vital: Ht-gain13to19', 'Vital: Ht Percentile-gain13to19', 'Vital: HC-gain16to24', 'Vital: HC Percentile-gain16to24', 'Vital: Ht-gain16to24', 'Vital: Ht Percentile-gain16to24', 'Vital: HC-gain0to24', 'Vital: HC Percentile-gain0to24', 'Vital: Ht-gain0to24', 'Vital: Ht Percentile-gain0to24', 'Vital: Fundal Ht-prePregnancy', 'Vital: HC-prePregnancy', 'Vital: HC Percentile-prePregnancy', 'Vital: Ht-prePregnancy', 'Vital: Ht Percentile-prePregnancy', 'Vital: Temp-prePregnancy', 'Vital: BP-prePregnancy', 'Vital: HR-prePregnancy', 'Vital: Fundal Ht-firstTrimester', 'Vital: HC-firstTrimester', 'Vital: HC Percentile-firstTrimester', 'Vital: Ht-firstTrimester', 'Vital: Ht Percentile-firstTrimester', 'Vital: Temp-firstTrimester', 'Vital: BP-firstTrimester', 'Vital: HR-firstTrimester', 'Vital: Fundal Ht-secondTrimester', 'Vital: HC-secondTrimester', 'Vital: HC Percentile-secondTrimester', 'Vital: Ht-secondTrimester', 'Vital: Ht Percentile-secondTrimester', 'Vital: Temp-secondTrimester', 'Vital: BP-secondTrimester', 'Vital: HR-secondTrimester', 'Vital: Fundal Ht-thirdTrimester', 'Vital: HC-thirdTrimester', 'Vital: HC Percentile-thirdTrimester', 'Vital: Ht-thirdTrimester', 'Vital: Ht Percentile-thirdTrimester', 'Vital: Temp-thirdTrimester', 'Vital: BP-thirdTrimester', 'Vital: HR-thirdTrimester', 'Vital: Fundal Ht-postPregnancy', 'Vital: HC-postPregnancy', 'Vital: HC Percentile-postPregnancy', 'Vital: Ht-postPregnancy', 'Vital: Ht Percentile-postPregnancy', 'Vital: Temp-postPregnancy', 'Vital: BP-postPregnancy', 'Vital: HR-postPregnancy', 'Vital: Fundal Ht-otherPregnancy', 'Vital: HC-otherPregnancy', 'Vital: HC Percentile-otherPregnancy', 'Vital: Ht-otherPregnancy', 'Vital: Ht Percentile-otherPregnancy', 'Vital: Temp-otherPregnancy', 'Vital: BP-otherPregnancy', 'Vital: HR-otherPregnancy'] from 32 variables to 7 output is: average: 16.487, min: 10.470, max: 35.320 total patients: 1,698, positive: 256.00, negative: 1,442.00 normalizing output... Using pre-prepared data 5094 features are binary Predicting BMI at age: 4.5 to 5.5 years, from data in ages: 0 - 24 months filtering patients with: ['Gender:1'] total size: 1,698 data saved to ../outputs_24_months_final_20180416/x2_girls_24_months_obese_lasso_fts_no_wt_bmi
for gender in [*data]:
for subset in [*data[gender]]:
for filt in [*data[gender][subset]]:
x2, y2, y2label, mrns2, ix_filter, feature_headers2, corr_headers_filtered, corr_matrix_filtered, ix_corr_headers = data[gender][subset][filt]['data']
print(gender, subset, filt, 'children:',x2.shape[0], 'features:',x2.shape[1],'pos:', y2label.sum())
boys no_min full children: 1751 features: 19171 pos: 386.0 boys no_min no_census children: 1751 features: 2039 pos: 386.0 boys no_min no_wt_bmi children: 1751 features: 1889 pos: 386.0 boys no_min wfl_latest children: 1751 features: 1 pos: 386.0 boys no_min wfl_19_24 children: 1751 features: 1 pos: 386.0 boys no_min bmi_19_24 children: 1751 features: 1 pos: 386.0 boys no_min bmi_latest children: 1751 features: 1 pos: 386.0 boys min_5 full children: 1751 features: 843 pos: 386.0 boys min_5 no_census children: 1751 features: 330 pos: 386.0 boys min_5 no_wt_bmi children: 1751 features: 252 pos: 386.0 boys lasso_fts full children: 1751 features: 35 pos: 386.0 boys lasso_fts no_census children: 1751 features: 29 pos: 386.0 boys lasso_fts no_wt_bmi children: 1751 features: 81 pos: 386.0 girls no_min full children: 1698 features: 19171 pos: 256.0 girls no_min no_census children: 1698 features: 2039 pos: 256.0 girls no_min no_wt_bmi children: 1698 features: 1889 pos: 256.0 girls no_min wfl_19_24 children: 1698 features: 1 pos: 256.0 girls no_min wfl_latest children: 1698 features: 1 pos: 256.0 girls no_min bmi_19_24 children: 1698 features: 1 pos: 256.0 girls no_min bmi_latest children: 1698 features: 1 pos: 256.0 girls min_5 full children: 1698 features: 860 pos: 256.0 girls min_5 no_census children: 1698 features: 335 pos: 256.0 girls min_5 no_wt_bmi children: 1698 features: 257 pos: 256.0 girls lasso_fts full children: 1698 features: 34 pos: 256.0 girls lasso_fts no_census children: 1698 features: 32 pos: 256.0 girls lasso_fts no_wt_bmi children: 1698 features: 7 pos: 256.0
title_list = []
auc_list = []
r2_list = []
exp_var_list = []
prec_list = []
results_list = []
features_list = []
start = datetime.now()
for gender in [*data]:
for subset in [*data[gender]]:
for filt in [*data[gender][subset]]:
x2, y2, y2label, mrns2, ix_filter, feature_headers2, corr_headers_filtered, corr_matrix_filtered, ix_corr_headers = data[gender][subset][filt]['data']
for model_type in ('lasso','randomforest','gradientboost'):
print(gender, subset, filt, model_type)
title = ' '.join([gender.title(),'-',model_type.title(),subset,filt,'@'+str(months_to), 'obese'])
(model_list, randix_track, ix_train_track, ix_val_track, test_ix, results_arr, results_cols,
feature_data, feature_data_cols, auc_val_mean, auc_val_mean_ste, var_val_mean, var_val_mean_ste, r2val_mean, r2val_mean_ste,
auc_test_mean, auc_test_mean_ste, var_test_mean, var_test_mean_ste, r2test_mean, r2test_mean_ste) = \
train.train_regression_model_for_bmi_parallel(x2, y2, y2label, feature_headers2, mrns2,
corr_headers_filtered, corr_matrix_filtered, ix_corr_headers,
modelType=model_type,
percentile=False,
return_data_for_error_analysis=False,
feature_info=True)
title_list.append(title)
auc_list.append([auc_val_mean, auc_val_mean_ste, auc_test_mean, auc_test_mean_ste])
r2_list.append([r2val_mean, r2val_mean_ste, r2test_mean, r2test_mean_ste])
exp_var_list.append([var_val_mean, var_val_mean_ste, var_test_mean, var_test_mean_ste])
results_list.append(results_arr)
features_list.append(feature_data)
fname = newdir+'_'.join(['/'+gender,str(months_to),'months_obese',model_type,'index',subset,filt])
fname = newdir+'_'.join(['/'+str(gender),str(months_to),'months_obese',str(model_type),'index',str(subset),str(filt)])
np.savez_compressed(fname, cv_ix=randix_track, train_ix=ix_train_track, val_ix=ix_val_track, test_ix=test_ix)
print('Train/Validation/Test indices saved to:',fname)
fname = newdir+'_'.join(['/'+str(gender),str(months_to),'months_obese',str(model_type),'results',str(subset),str(filt)])
np.savez_compressed(fname, results=results_arr, results_cols=results_cols, features=feature_data, feature_cols=feature_data_cols)
print('Results saved to:',fname)
fname = newdir+'_'.join(['/'+str(gender),str(months_to),'months_obese',str(model_type),'models',str(subset),str(filt)])+'.pkl'
pickle.dump(model_list, open(fname, 'wb'))
print('Models saved to:',fname)
print('Time elapsed {}'.format(datetime.now() - start))
print('-----------------------------------------------------\n')
----------------------------------------------------- boys no_min full lasso
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.987, R^2 test: -1.322 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.881, R^2 test: -0.370 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.761, R^2 test: -0.073 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.233, R^2 test: 0.272 best alpha via bootstrap CV: 0.1 AUC Train: 0.714, Explained Variance Score Train: 0.233 AUC Validation: 0.815, Explained Variance Score Validation: 0.224 AUC Test: 0.774, Explained Variance Score Test: 0.272
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.964, R^2 test: -1.690 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.746, R^2 test: -0.012 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.590, R^2 test: 0.179 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.210, R^2 test: 0.223 best alpha via bootstrap CV: 0.1 AUC Train: 0.759, Explained Variance Score Train: 0.210 AUC Validation: 0.790, Explained Variance Score Validation: 0.274 AUC Test: 0.755, Explained Variance Score Test: 0.239
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.976, R^2 test: -2.288 Bootstrap CV 5, alpha = 0.005, R^2 train: 0.843, R^2 test: -0.547 Bootstrap CV 5, alpha = 0.01, R^2 train: 0.751, R^2 test: -0.112 Bootstrap CV 5, alpha = 0.1, R^2 train: 0.357, R^2 test: 0.316 best alpha via bootstrap CV: 0.1 AUC Train: 0.815, Explained Variance Score Train: 0.357 AUC Validation: 0.724, Explained Variance Score Validation: 0.207 AUC Test: 0.768, Explained Variance Score Test: 0.320 Bootstrap CV 7, alpha = 0.001, R^2 train: 0.975, R^2 test: -2.098 Bootstrap CV 7, alpha = 0.005, R^2 train: 0.812, R^2 test: -0.244 Bootstrap CV 7, alpha = 0.01, R^2 train: 0.680, R^2 test: 0.016 Bootstrap CV 7, alpha = 0.1, R^2 train: 0.310, R^2 test: 0.272 best alpha via bootstrap CV: 0.1 AUC Train: 0.757, Explained Variance Score Train: 0.310 AUC Validation: 0.666, Explained Variance Score Validation: 0.257 AUC Test: 0.750, Explained Variance Score Test: 0.272
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.907
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.900, R^2 test: -0.003
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.800, R^2 test: 0.222
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.372, R^2 test: 0.314
best alpha via bootstrap CV: 0.1
AUC Train: 0.765, Explained Variance Score Train: 0.372
AUC Validation: 0.767, Explained Variance Score Validation: 0.165
AUC Test: 0.773, Explained Variance Score Test: 0.314
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.975, R^2 test: -1.865
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.882, R^2 test: -0.437
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.795, R^2 test: -0.089
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.346, R^2 test: 0.241
best alpha via bootstrap CV: 0.1
AUC Train: 0.778, Explained Variance Score Train: 0.346
AUC Validation: 0.779, Explained Variance Score Validation: 0.189
AUC Test: 0.752, Explained Variance Score Test: 0.241
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.988, R^2 test: -0.627
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.883, R^2 test: -0.039
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.788, R^2 test: 0.101
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.422, R^2 test: 0.301
best alpha via bootstrap CV: 0.1
AUC Train: 0.821, Explained Variance Score Train: 0.422
AUC Validation: 0.766, Explained Variance Score Validation: 0.219
AUC Test: 0.760, Explained Variance Score Test: 0.303
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.982, R^2 test: -2.319
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.828, R^2 test: -0.456
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.658, R^2 test: -0.006
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.181, R^2 test: 0.231
best alpha via bootstrap CV: 0.1
AUC Train: 0.696, Explained Variance Score Train: 0.181
AUC Validation: 0.809, Explained Variance Score Validation: 0.307
AUC Test: 0.761, Explained Variance Score Test: 0.238
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.981, R^2 test: -4.262
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.820, R^2 test: -0.899
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.636, R^2 test: -0.159
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.170, R^2 test: 0.259
best alpha via bootstrap CV: 0.1
AUC Train: 0.760, Explained Variance Score Train: 0.170
AUC Validation: 0.826, Explained Variance Score Validation: 0.268
AUC Test: 0.765, Explained Variance Score Test: 0.259
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.975, R^2 test: -1.010
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.858, R^2 test: -0.095
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.738, R^2 test: 0.105
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.245, R^2 test: 0.265
best alpha via bootstrap CV: 0.1
AUC Train: 0.776, Explained Variance Score Train: 0.245
AUC Validation: 0.727, Explained Variance Score Validation: 0.188
AUC Test: 0.769, Explained Variance Score Test: 0.266
total variables 19171 and total subjects: 1751
->AUC validation: 0.767 95% CI: [0.738 , 0.796]
->AUC test: 0.763 95% CI: [0.758 , 0.768]
->Explained Variance (R2) validation: 0.230 95% CI: [0.203 , 0.256]
->Explained Variance (R2) test: 0.272 95% CI: [0.254 , 0.290]
Test set metrics:
@threshold:1.796, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, total+:0, total-:350
@threshold:1.334, sens:0.036, spec:1.000, ppv:1.000, acc:0.771, f1:0.070, total+:3, total-:347
@threshold:1.258, sens:0.048, spec:1.000, ppv:1.000, acc:0.774, f1:0.092, total+:4, total-:346
@threshold:1.256, sens:0.048, spec:0.996, ppv:0.800, acc:0.771, f1:0.091, total+:5, total-:345
@threshold:1.181, sens:0.060, spec:0.996, ppv:0.833, acc:0.774, f1:0.112, total+:6, total-:344
@threshold:1.049, sens:0.096, spec:0.993, ppv:0.800, acc:0.780, f1:0.172, total+:10, total-:340
@threshold:1.036, sens:0.108, spec:0.993, ppv:0.818, acc:0.783, f1:0.191, total+:11, total-:339
@threshold:0.891, sens:0.169, spec:0.989, ppv:0.824, acc:0.794, f1:0.280, total+:17, total-:333
@threshold:0.863, sens:0.181, spec:0.989, ppv:0.833, acc:0.797, f1:0.297, total+:18, total-:332
@threshold:0.812, sens:0.181, spec:0.985, ppv:0.789, acc:0.794, f1:0.294, total+:19, total-:331
@threshold:0.735, sens:0.193, spec:0.981, ppv:0.762, acc:0.794, f1:0.308, total+:21, total-:329
@threshold:0.674, sens:0.217, spec:0.978, ppv:0.750, acc:0.797, f1:0.336, total+:24, total-:326
@threshold:0.659, sens:0.229, spec:0.974, ppv:0.731, acc:0.797, f1:0.349, total+:26, total-:324
@threshold:0.650, sens:0.229, spec:0.970, ppv:0.704, acc:0.794, f1:0.345, total+:27, total-:323
@threshold:0.645, sens:0.241, spec:0.970, ppv:0.714, acc:0.797, f1:0.360, total+:28, total-:322
@threshold:0.638, sens:0.253, spec:0.966, ppv:0.700, acc:0.797, f1:0.372, total+:30, total-:320
@threshold:0.582, sens:0.265, spec:0.948, ppv:0.611, acc:0.786, f1:0.370, total+:36, total-:314
@threshold:0.566, sens:0.265, spec:0.944, ppv:0.595, acc:0.783, f1:0.367, total+:37, total-:313
@threshold:0.560, sens:0.277, spec:0.940, ppv:0.590, acc:0.783, f1:0.377, total+:39, total-:311
@threshold:0.537, sens:0.301, spec:0.936, ppv:0.595, acc:0.786, f1:0.400, total+:42, total-:308
@threshold:0.525, sens:0.313, spec:0.933, ppv:0.591, acc:0.786, f1:0.409, total+:44, total-:306
@threshold:0.511, sens:0.325, spec:0.929, ppv:0.587, acc:0.786, f1:0.419, total+:46, total-:304
@threshold:0.509, sens:0.337, spec:0.929, ppv:0.596, acc:0.789, f1:0.431, total+:47, total-:303
@threshold:0.506, sens:0.337, spec:0.925, ppv:0.583, acc:0.786, f1:0.427, total+:48, total-:302
@threshold:0.498, sens:0.349, spec:0.925, ppv:0.592, acc:0.789, f1:0.439, total+:49, total-:301
@threshold:0.489, sens:0.361, spec:0.921, ppv:0.588, acc:0.789, f1:0.448, total+:51, total-:299
@threshold:0.481, sens:0.373, spec:0.918, ppv:0.585, acc:0.789, f1:0.456, total+:53, total-:297
@threshold:0.468, sens:0.373, spec:0.914, ppv:0.574, acc:0.786, f1:0.453, total+:54, total-:296
@threshold:0.460, sens:0.386, spec:0.914, ppv:0.582, acc:0.789, f1:0.464, total+:55, total-:295
@threshold:0.453, sens:0.398, spec:0.910, ppv:0.579, acc:0.789, f1:0.471, total+:57, total-:293
@threshold:0.442, sens:0.410, spec:0.910, ppv:0.586, acc:0.791, f1:0.482, total+:58, total-:292
@threshold:0.436, sens:0.410, spec:0.906, ppv:0.576, acc:0.789, f1:0.479, total+:59, total-:291
@threshold:0.436, sens:0.422, spec:0.906, ppv:0.583, acc:0.791, f1:0.490, total+:60, total-:290
@threshold:0.420, sens:0.422, spec:0.903, ppv:0.574, acc:0.789, f1:0.486, total+:61, total-:289
@threshold:0.377, sens:0.434, spec:0.873, ppv:0.514, acc:0.769, f1:0.471, total+:70, total-:280
@threshold:0.372, sens:0.434, spec:0.869, ppv:0.507, acc:0.766, f1:0.468, total+:71, total-:279
@threshold:0.366, sens:0.446, spec:0.858, ppv:0.493, acc:0.760, f1:0.468, total+:75, total-:275
@threshold:0.357, sens:0.458, spec:0.854, ppv:0.494, acc:0.760, f1:0.475, total+:77, total-:273
@threshold:0.334, sens:0.470, spec:0.846, ppv:0.487, acc:0.757, f1:0.479, total+:80, total-:270
@threshold:0.333, sens:0.470, spec:0.843, ppv:0.481, acc:0.754, f1:0.476, total+:81, total-:269
@threshold:0.313, sens:0.482, spec:0.831, ppv:0.471, acc:0.749, f1:0.476, total+:85, total-:265
@threshold:0.311, sens:0.482, spec:0.828, ppv:0.465, acc:0.746, f1:0.473, total+:86, total-:264
@threshold:0.301, sens:0.494, spec:0.820, ppv:0.461, acc:0.743, f1:0.477, total+:89, total-:261
@threshold:0.294, sens:0.506, spec:0.816, ppv:0.462, acc:0.743, f1:0.483, total+:91, total-:259
@threshold:0.276, sens:0.518, spec:0.805, ppv:0.453, acc:0.737, f1:0.483, total+:95, total-:255
@threshold:0.273, sens:0.518, spec:0.801, ppv:0.448, acc:0.734, f1:0.480, total+:96, total-:254
@threshold:0.263, sens:0.530, spec:0.801, ppv:0.454, acc:0.737, f1:0.489, total+:97, total-:253
@threshold:0.256, sens:0.530, spec:0.798, ppv:0.449, acc:0.734, f1:0.486, total+:98, total-:252
@threshold:0.244, sens:0.542, spec:0.794, ppv:0.450, acc:0.734, f1:0.492, total+:100, total-:250
@threshold:0.236, sens:0.542, spec:0.790, ppv:0.446, acc:0.731, f1:0.489, total+:101, total-:249
@threshold:0.227, sens:0.554, spec:0.787, ppv:0.447, acc:0.731, f1:0.495, total+:103, total-:247
@threshold:0.222, sens:0.554, spec:0.783, ppv:0.442, acc:0.729, f1:0.492, total+:104, total-:246
@threshold:0.181, sens:0.566, spec:0.779, ppv:0.443, acc:0.729, f1:0.497, total+:106, total-:244
@threshold:0.173, sens:0.578, spec:0.775, ppv:0.444, acc:0.729, f1:0.503, total+:108, total-:242
@threshold:0.168, sens:0.590, spec:0.760, ppv:0.434, acc:0.720, f1:0.500, total+:113, total-:237
@threshold:0.168, sens:0.590, spec:0.757, ppv:0.430, acc:0.717, f1:0.497, total+:114, total-:236
@threshold:0.151, sens:0.602, spec:0.753, ppv:0.431, acc:0.717, f1:0.503, total+:116, total-:234
@threshold:0.137, sens:0.614, spec:0.749, ppv:0.432, acc:0.717, f1:0.507, total+:118, total-:232
@threshold:0.126, sens:0.627, spec:0.738, ppv:0.426, acc:0.711, f1:0.507, total+:122, total-:228
@threshold:0.120, sens:0.627, spec:0.734, ppv:0.423, acc:0.709, f1:0.505, total+:123, total-:227
@threshold:0.119, sens:0.639, spec:0.734, ppv:0.427, acc:0.711, f1:0.512, total+:124, total-:226
@threshold:0.111, sens:0.651, spec:0.730, ppv:0.429, acc:0.711, f1:0.517, total+:126, total-:224
@threshold:0.074, sens:0.663, spec:0.689, ppv:0.399, acc:0.683, f1:0.498, total+:138, total-:212
@threshold:0.054, sens:0.687, spec:0.685, ppv:0.404, acc:0.686, f1:0.509, total+:141, total-:209
@threshold:0.039, sens:0.699, spec:0.678, ppv:0.403, acc:0.683, f1:0.511, total+:144, total-:206
@threshold:0.034, sens:0.699, spec:0.674, ppv:0.400, acc:0.680, f1:0.509, total+:145, total-:205
@threshold:0.028, sens:0.711, spec:0.674, ppv:0.404, acc:0.683, f1:0.515, total+:146, total-:204
@threshold:0.028, sens:0.711, spec:0.670, ppv:0.401, acc:0.680, f1:0.513, total+:147, total-:203
@threshold:0.007, sens:0.723, spec:0.652, ppv:0.392, acc:0.669, f1:0.508, total+:153, total-:197
@threshold:-0.002, sens:0.735, spec:0.648, ppv:0.394, acc:0.669, f1:0.513, total+:155, total-:195
@threshold:-0.018, sens:0.747, spec:0.633, ppv:0.388, acc:0.660, f1:0.510, total+:160, total-:190
@threshold:-0.022, sens:0.759, spec:0.629, ppv:0.389, acc:0.660, f1:0.514, total+:162, total-:188
@threshold:-0.029, sens:0.771, spec:0.607, ppv:0.379, acc:0.646, f1:0.508, total+:169, total-:181
@threshold:-0.030, sens:0.771, spec:0.603, ppv:0.376, acc:0.643, f1:0.506, total+:170, total-:180
@threshold:-0.079, sens:0.795, spec:0.509, ppv:0.335, acc:0.577, f1:0.471, total+:197, total-:153
@threshold:-0.088, sens:0.795, spec:0.506, ppv:0.333, acc:0.574, f1:0.470, total+:198, total-:152
@threshold:-0.095, sens:0.807, spec:0.498, ppv:0.333, acc:0.571, f1:0.472, total+:201, total-:149
@threshold:-0.106, sens:0.831, spec:0.494, ppv:0.338, acc:0.574, f1:0.481, total+:204, total-:146
@threshold:-0.108, sens:0.843, spec:0.491, ppv:0.340, acc:0.574, f1:0.484, total+:206, total-:144
@threshold:-0.108, sens:0.843, spec:0.487, ppv:0.338, acc:0.571, f1:0.483, total+:207, total-:143
@threshold:-0.124, sens:0.855, spec:0.464, ppv:0.332, acc:0.557, f1:0.478, total+:214, total-:136
@threshold:-0.130, sens:0.855, spec:0.461, ppv:0.330, acc:0.554, f1:0.477, total+:215, total-:135
@threshold:-0.131, sens:0.867, spec:0.461, ppv:0.333, acc:0.557, f1:0.482, total+:216, total-:134
@threshold:-0.132, sens:0.867, spec:0.457, ppv:0.332, acc:0.554, f1:0.480, total+:217, total-:133
@threshold:-0.156, sens:0.880, spec:0.431, ppv:0.324, acc:0.537, f1:0.474, total+:225, total-:125
@threshold:-0.159, sens:0.880, spec:0.427, ppv:0.323, acc:0.534, f1:0.472, total+:226, total-:124
@threshold:-0.166, sens:0.892, spec:0.419, ppv:0.323, acc:0.531, f1:0.474, total+:229, total-:121
@threshold:-0.170, sens:0.892, spec:0.416, ppv:0.322, acc:0.529, f1:0.473, total+:230, total-:120
@threshold:-0.197, sens:0.904, spec:0.397, ppv:0.318, acc:0.517, f1:0.470, total+:236, total-:114
@threshold:-0.205, sens:0.904, spec:0.393, ppv:0.316, acc:0.514, f1:0.469, total+:237, total-:113
@threshold:-0.308, sens:0.916, spec:0.318, ppv:0.295, acc:0.460, f1:0.446, total+:258, total-:92
@threshold:-0.308, sens:0.916, spec:0.315, ppv:0.293, acc:0.457, f1:0.444, total+:259, total-:91
@threshold:-0.366, sens:0.928, spec:0.266, ppv:0.282, acc:0.423, f1:0.433, total+:273, total-:77
@threshold:-0.370, sens:0.928, spec:0.262, ppv:0.281, acc:0.420, f1:0.431, total+:274, total-:76
@threshold:-0.383, sens:0.940, spec:0.262, ppv:0.284, acc:0.423, f1:0.436, total+:275, total-:75
@threshold:-0.385, sens:0.940, spec:0.258, ppv:0.283, acc:0.420, f1:0.435, total+:276, total-:74
@threshold:-0.447, sens:0.952, spec:0.225, ppv:0.276, acc:0.397, f1:0.428, total+:286, total-:64
@threshold:-0.453, sens:0.952, spec:0.221, ppv:0.275, acc:0.394, f1:0.427, total+:287, total-:63
@threshold:-0.467, sens:0.964, spec:0.217, ppv:0.277, acc:0.394, f1:0.430, total+:289, total-:61
@threshold:-0.469, sens:0.964, spec:0.213, ppv:0.276, acc:0.391, f1:0.429, total+:290, total-:60
@threshold:-0.551, sens:0.976, spec:0.191, ppv:0.273, acc:0.377, f1:0.426, total+:297, total-:53
@threshold:-0.557, sens:0.976, spec:0.187, ppv:0.272, acc:0.374, f1:0.425, total+:298, total-:52
@threshold:-0.565, sens:0.988, spec:0.184, ppv:0.273, acc:0.374, f1:0.428, total+:300, total-:50
@threshold:-0.579, sens:0.988, spec:0.180, ppv:0.272, acc:0.371, f1:0.427, total+:301, total-:49
@threshold:-1.575, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, total+:349, total-:1
* Vital: Wt for Length ZScore-latest | coef 0.085 95% CI: [0.025 , 0.144] | OR_adj 1.088 [1.026 1.155] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Lab History: WBC-otherPregnancy:0.089
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086
Maternal Lab History: PROLACTIN-postPregnancy:-0.083
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: IRON-postPregnancy:-0.071
Diagnosis:9ccs86:Cataract:-0.071
* Vital: BMI-latest | coef 0.085 95% CI: [0.018 , 0.151] | OR_adj 1.088 [1.018 1.163] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.731
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:0.126
Maternal Lab History: COLONY COUNT-otherPregnancy:0.109
Diagnosis:9ccs95:Oth nerv dx:-0.085
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.075
Maternal Lab History: WBC-otherPregnancy:0.074
Maternal Lab History: IRON-postPregnancy:-0.073
Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs5:HIV infectn:-0.070
* Vital: Wt-avg19to24 | coef 0.053 95% CI: [0.015 , 0.091] | OR_adj 1.054 [1.015 1.095] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.749
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.088
Maternal Lab History: WBC-otherPregnancy:0.086
Newborn Diagnosis:9ccs191:Amnios dx:0.086
Diagnosis:9ccs128:Asthma:0.083
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.083
Diagnosis:9ccs120:Hemmorhoids:0.083
Newborn Diagnosis:9ccs219:Low birth wt:-0.079
Maternal Diagnosis:9ccs188:Pelvic obstr:0.078
* Vital: Wt for Len Percentile-gain0to24 | coef 0.040 95% CI: [0.002 , 0.078] | OR_adj 1.041 [1.002 1.081] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.753
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Diagnosis:9ccs128:Asthma:0.080
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.069
Diagnosis:9ccs243:Poisn nonmed:0.068
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.066
Diagnosis:9ccs95:Oth nerv dx:-0.066
Diagnosis:9ccs214:GI cong anom:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.064
Maternal Lab History: PLATELET COUNT-postPregnancy:0.063
* Vital: Wt-gain0to24 | coef 0.037 95% CI: [0.004 , 0.069] | OR_adj 1.037 [1.004 1.072] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.735
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.095
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Maternal Lab History: WBC-otherPregnancy:0.088
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs120:Hemmorhoids:0.084
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084
Maternal Diagnosis:9ccs244:Other injury:0.078
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.078
* Vital: Wt for Length ZScore-avg19to24 | coef 0.027 95% CI: [0.010 , 0.044] | OR_adj 1.027 [1.010 1.045] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.774
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.083
Maternal Lab History: WBC-otherPregnancy:0.081
Diagnosis:9ccs128:Asthma:0.079
Diagnosis:9ccs86:Cataract:-0.079
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.077
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.076
Diagnosis:9ccs235:Opn wnd head:0.074
Maternal Diagnosis:9ccs184:Early labor:-0.071
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067
Diagnosis:9ccs246:FUO:0.066
* Vital: Wt for Length ZScore-avg7to10 | coef 0.021 95% CI: [-0.018 , 0.061] | OR_adj 1.022 [0.982 1.063] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.675
Correlated most with:
Diagnosis:9ccs128:Asthma:0.096
Diagnosis:9ccs95:Oth nerv dx:-0.088
Newborn Diagnosis:9ccs191:Amnios dx:0.084
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.083
Diagnosis:9ccs125:Bronchitis:0.080
Maternal Lab History: ABS LYMPH-postPregnancy:0.075
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.075
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.075
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.075
Maternal Procedure History:S9470-postPregnancy:0.075
* Vital: BMI-avg19to24 | coef 0.020 95% CI: [-0.006 , 0.046] | OR_adj 1.020 [0.994 1.047] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.762
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.105
Maternal Lab History: COLONY COUNT-otherPregnancy:0.097
Diagnosis:9ccs58:Ot nutrit dx:0.094
Newborn Diagnosis:9ccs47:Ot bnign neo:0.094
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs235:Opn wnd head:0.082
Diagnosis:9ccs106:Dysrhythmia:0.081
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
Diagnosis:9ccs95:Oth nerv dx:-0.073
* Vital: Wt-latest | coef 0.020 95% CI: [-0.003 , 0.042] | OR_adj 1.020 [0.997 1.043] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.703
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.282
Diagnosis:9ccs92:Otitis media:0.237
Number of Visits:0.235
Diagnosis:9ccs10:Immuniz/scrn:0.219
Diagnosis:9ccs128:Asthma:0.149
Diagnosis:9ccs257:Ot aftercare:0.137
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs125:Bronchitis:0.134
Diagnosis:9ccs135:Intest infct:0.133
Diagnosis:9ccs122:Pneumonia:0.116
* Vital: Wt for Len Percentile-avg16to19 | coef 0.019 95% CI: [0.000 , 0.038] | OR_adj 1.020 [1.000 1.039] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.735
Correlated most with:
MatDeliveryAge:-0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.086
Maternal Lab History: WBC-otherPregnancy:0.078
Diagnosis:9ccs214:GI cong anom:-0.076
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.076
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.075
Maternal Lab History: ESTRIOL-postPregnancy:0.074
* Vital: Wt for Len Percentile-latest | coef 0.016 95% CI: [-0.003 , 0.035] | OR_adj 1.016 [0.997 1.036] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.751
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.083
Maternal Lab History: PROLACTIN-postPregnancy:-0.080
Diagnosis:9ccs95:Oth nerv dx:-0.074
Diagnosis:9ccs138:Esophgeal dx:-0.073
Maternal Lab History: MCH-postPregnancy:-0.071
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070
Maternal Lab History: IRON-postPregnancy:-0.069
Maternal Lab History: WBC-otherPregnancy:0.068
* Vital: BMI-gain0to24 | coef 0.014 95% CI: [-0.012 , 0.041] | OR_adj 1.014 [0.988 1.042] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.749
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.109
Maternal Lab History: COLONY COUNT-otherPregnancy:0.097
Diagnosis:9ccs58:Ot nutrit dx:0.096
Newborn Diagnosis:9ccs47:Ot bnign neo:0.094
Diagnosis:9ccs106:Dysrhythmia:0.087
Diagnosis:9ccs128:Asthma:0.085
Diagnosis:9ccs235:Opn wnd head:0.082
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.075
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
Vital: Ht-gain7to13 | coef -0.012 95% CI: [-0.034 , 0.010] | OR_adj 0.988 [0.967 1.010] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.097
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.086
Maternal Lab History: NT MoM-otherPregnancy:-0.085
Lab:292147 TSH - Sunrise:0.084
Maternal Lab History: INHMOM-otherPregnancy:-0.084
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.083
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.082
Maternal Lab History: INHMOM-postPregnancy:-0.079
Maternal Diagnosis:9ccs183:HTN in preg:-0.079
Maternal Lab History: PTT-otherPregnancy:0.077
* Vital: Wt for Length ZScore-avg3to5 | coef 0.011 95% CI: [-0.006 , 0.028] | OR_adj 1.011 [0.994 1.029] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.639
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.103
Maternal Lab History: EOSINOPHIL-postPregnancy:0.087
Maternal Lab History: MCH-postPregnancy:-0.086
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.082
Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.077
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.075
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.075
Maternal Diagnosis:9ccs175:Ot femal gen:0.074
Maternal Lab History: PLATELET COUNT-postPregnancy:0.074
Maternal Lab History: MCV-postPregnancy:-0.072
Vital: Wt for Length ZScore-gain1to5 | coef 0.011 95% CI: [-0.009 , 0.030] | OR_adj 1.011 [0.991 1.031] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.481
Correlated most with:
Maternal Lab History: HERPES II IgG-postPregnancy:0.104
Maternal Diagnosis:9ccs184:Early labor:0.098
Newborn Diagnosis:9ccs91:Other eye dx:0.091
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087
Maternal Diagnosis:9ccs185:Long pregncy:-0.081
Diagnosis:9ccs198:Ot infl skin:-0.081
Newborn Diagnosis:9ccs221:Resp distres:0.081
Newborn Diagnosis:9ccs219:Low birth wt:0.080
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.079
Diagnosis:9ccs59:Anemia:0.076
* Vital: Wt for Length ZScore-avg13to16 | coef 0.010 95% CI: [-0.009 , 0.029] | OR_adj 1.010 [0.991 1.030] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.673
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Diagnosis:9ccs188:Pelvic obstr:0.083
Diagnosis:9ccs143:Abdom hernia:0.081
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:-0.077
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:-0.077
Diagnosis:9ccs214:GI cong anom:-0.076
Maternal Lab History: ESTRIOL-postPregnancy:0.073
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.070
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.070
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070
* Vital: Wt for Length ZScore-avg5to7 | coef 0.009 95% CI: [-0.005 , 0.023] | OR_adj 1.009 [0.995 1.023] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.617
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.108
Diagnosis:9ccs95:Oth nerv dx:-0.102
Diagnosis:9ccs128:Asthma:0.094
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.091
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.091
Newborn Diagnosis:9ccs218:Liveborn:0.085
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.084
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.076
Maternal Lab History: MCH-postPregnancy:-0.076
Diagnosis:9ccs204:Ot joint dx:0.072
Vital: Temp-latest | coef 0.009 95% CI: [-0.006 , 0.023] | OR_adj 1.009 [0.994 1.024] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: TP PERIOD-otherPregnancy:0.108
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.098
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.093
Maternal Lab History: GAMMA GT-otherPregnancy:0.086
Diagnosis:9ccs83:Epilepsy/cnv:0.083
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.083
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Lab History: PTT-otherPregnancy:-0.080
Diagnosis:9ccs154:Gastroent:-0.079
* Vital: Wt for Length Zscore-avg10to13 | coef 0.008 95% CI: [-0.003 , 0.019] | OR_adj 1.008 [0.997 1.019] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.670
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx:-0.108
Diagnosis:9ccs128:Asthma:0.092
Maternal Lab History: ESTRIOL-postPregnancy:0.091
Newborn Diagnosis:9ccs191:Amnios dx:0.089
Maternal Procedure History:86580-otherPregnancy:-0.079
MatDeliveryAge:-0.078
Diagnosis:9ccs95:Oth nerv dx:-0.075
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.075
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.073
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.008 95% CI: [-0.007 , 0.022] | OR_adj 1.008 [0.993 1.023] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.459
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.794
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.792
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787
* Vital: Wt for Length ZScore-avg16to19 | coef 0.008 95% CI: [-0.007 , 0.022] | OR_adj 1.008 [0.993 1.022] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.718
Correlated most with:
Maternal Diagnosis:9ccs215:gu cong anom:-0.112
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086
Maternal Lab History: WBC-otherPregnancy:0.085
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.084
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.076
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.076
Maternal Diagnosis:9ccs185:Long pregncy:0.073
Diagnosis:9ccs214:GI cong anom:-0.072
MatDeliveryAge:-0.071
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071
* Vital: BMI-avg16to19 | coef 0.008 95% CI: [-0.001 , 0.016] | OR_adj 1.008 [0.999 1.016] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.723
Correlated most with:
Maternal Diagnosis:9ccs215:gu cong anom:-0.102
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.090
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.088
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.088
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Maternal Lab History: WBC-otherPregnancy:0.076
Diagnosis:9ccs214:GI cong anom:-0.074
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.073
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.069
Newborn Diagnosis:9ccs191:Amnios dx:0.066
* Vital: Wt for Len Percentile-avg5to7 | coef 0.007 95% CI: [-0.006 , 0.019] | OR_adj 1.007 [0.994 1.019] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.619
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.107
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.079
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.078
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.078
Maternal Lab History: CREATININE-postPregnancy:0.077
Newborn Diagnosis:9ccs191:Amnios dx:0.076
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.076
Diagnosis:9ccs204:Ot joint dx:0.071
Vital: Wt for Length ZScore-gain5to10 | coef 0.005 95% CI: [-0.005 , 0.015] | OR_adj 1.005 [0.995 1.016] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs123:Influenza:0.095
Newborn Diagnosis:9ccs166:Oth male gen:-0.078
Maternal Lab History: LIPASE-postPregnancy:-0.076
Maternal Lab History: AMYLASE-postPregnancy:-0.075
Lab:306854 PLATELET COUNT - Sunrise:0.074
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.069
Maternal Diagnosis:9ccs202:Rheum arth:0.067
Maternal Diagnosis:9ccs1:Tuberculosis:0.067
Maternal Lab History: IRON-postPregnancy:0.065
Maternal Diagnosis:9ccs187:Malposition:-0.064
* Vital: Wt-avg1to3 | coef 0.004 95% CI: [-0.001 , 0.009] | OR_adj 1.004 [0.999 1.009] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.580
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.301
Maternal Diagnosis:9ccs184:Early labor:-0.294
Diagnosis:9ccs219:Low birth wt:-0.233
Maternal Diagnosis:9ccs185:Long pregncy:0.167
Newborn Diagnosis:9ccs221:Resp distres:-0.122
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117
Newborn Diagnosis:9ccs222:Perint jaund:-0.116
Newborn Diagnosis:9ccs253:Allergy:-0.104
Lab:297262 HEMOGLOBIN (HEMOCUE):0.103
Maternal Diagnosis:9ccs183:HTN in preg:-0.096
* Vital: BMI-avg13to16 | coef 0.004 95% CI: [-0.003 , 0.011] | OR_adj 1.004 [0.997 1.011] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.652
Correlated most with:
Maternal Lab History: TWIN B NT-postPregnancy:-0.130
Maternal Lab History: TWIN B CRL-postPregnancy:-0.130
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.086
Maternal Lab History: ESTRIOL-postPregnancy:0.085
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.079
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.079
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.075
Maternal Diagnosis:9ccs188:Pelvic obstr:0.075
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Lab History: APF MoM-postPregnancy:-0.075
MatDeliveryAge | coef 0.003 95% CI: [-0.003 , 0.009] | OR_adj 1.003 [0.997 1.009] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529
Correlated most with:
MatDeliveryAge:1.000
Maternal Diagnosis:9ccs176:Contraceptiv:0.243
Maternal Diagnosis:9ccs186:DM in preg:0.233
Maternal Diagnosis:9ccs189:Prev c-sectn:0.193
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.180
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.174
Maternal Diagnosis:9ccs195:Ot compl bir:0.147
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.144
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.137
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.135
* Vital: Wt-avg16to19 | coef 0.003 95% CI: [-0.002 , 0.008] | OR_adj 1.003 [0.998 1.008] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.708
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.104
Maternal Lab History: WBC-otherPregnancy:0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.082
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.082
Maternal Lab History: CREATININE-postPregnancy:0.081
Maternal Lab History: PAPP-A MoM-postPregnancy:0.079
Maternal Diagnosis:9ccs184:Early labor:-0.078
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.078
Diagnosis:9ccs143:Abdom hernia:0.077
* Vital: Wt for Length ZScore-gain16to24 | coef 0.003 95% CI: [-0.002 , 0.007] | OR_adj 1.003 [0.998 1.007] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.594
Correlated most with:
Maternal Diagnosis:9ccs215:gu cong anom:-0.126
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.071
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.068
Maternal Lab History: FASTING-postPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.065
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.064
Maternal Lab History: MONOCYTE-postPregnancy:-0.062
Diagnosis:9ccs0:No DX:-0.061
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.061
Vital: Ht Percentile-gain10to16 | coef -0.003 95% CI: [-0.010 , 0.005] | OR_adj 0.997 [0.990 1.005] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.544
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.110
Diagnosis:9ccs0:No DX:0.103
Maternal Diagnosis:9ccs72:Anxiety dx:0.097
Diagnosis:9ccs105:Conduction:0.092
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:0.088
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.087
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.086
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.086
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.086
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.085
Vital: HC-gain1to5 | coef -0.002 95% CI: [-0.007 , 0.002] | OR_adj 0.998 [0.993 1.002] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.445
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.097
Maternal Lab History: ALBUMIN-postPregnancy:-0.089
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:0.086
Maternal Lab History: IRON-otherPregnancy:-0.086
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080
Maternal Lab History: FERRITIN-otherPregnancy:-0.078
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.077
* Vital: Wt-gain13to19 | coef 0.002 95% CI: [-0.002 , 0.006] | OR_adj 1.002 [0.998 1.006] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.588
Correlated most with:
Diagnosis:9ccs130:Pleurisy:0.076
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.070
Maternal Diagnosis:9ccs183:HTN in preg:-0.065
Diagnosis:9ccs243:Poisn nonmed:0.065
Maternal Lab History: PAPP-A MoM-postPregnancy:0.063
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.063
Maternal Lab History: EOSINOPHIL-postPregnancy:0.062
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.060
Maternal Diagnosis:9ccs117:Ot circul dx:0.060
Maternal Diagnosis:9ccs86:Cataract-postPregnancy:-0.060
* Vital: Wt for Len Percentile-avg10to13 | coef 0.002 95% CI: [-0.002 , 0.006] | OR_adj 1.002 [0.998 1.006] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.669
Correlated most with:
Diagnosis:9ccs128:Asthma:0.105
Maternal Lab History: ESTRIOL-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
MatDeliveryAge:-0.077
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.074
Maternal Diagnosis:9ccs190:Fetal distrs:0.073
Diagnosis:9ccs95:Oth nerv dx:-0.071
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.070
Vital: Wt-gain1to5 | coef 0.002 95% CI: [-0.002 , 0.006] | OR_adj 1.002 [0.998 1.006] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.129
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.122
Number of Visits:0.107
Maternal Lab History: ALBUMIN-postPregnancy:-0.107
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.095
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.095
Maternal Diagnosis:9ccs120:Hemmorhoids:-0.091
Diagnosis:9ccs257:Ot aftercare:0.090
Lab:297275 STREP RAPID TEST (POCT):-0.085
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.082
* Vital: BMI-avg3to5 | coef 0.002 95% CI: [-0.002 , 0.006] | OR_adj 1.002 [0.998 1.006] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.635
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.107
Maternal Procedure History:96372-postPregnancy:-0.100
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.093
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.093
Maternal Lab History: EOSINOPHIL-postPregnancy:0.093
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.088
Maternal Lab History: MCH-postPregnancy:-0.082
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080
Maternal Lab History: FASTING-otherPregnancy:-0.078
Maternal Lab History: PLATELET COUNT-postPregnancy:0.076
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef -0.001 95% CI: [-0.004 , 0.001] | OR_adj 0.999 [0.996 1.001] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.554
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621
Vital: Temp-avg3to5 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.533
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:0.085
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083
Maternal Lab History: URINE CULTURE-postPregnancy:-0.083
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.078
Diagnosis:9ccs7:Viral infect:-0.078
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.076
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:-0.074
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.072
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.072
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.071
* Vital: Wt Percentile-latest | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.695
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Lab History: IRON-postPregnancy:-0.096
Diagnosis:9ccs128:Asthma:0.091
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.080
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Diagnosis:9ccs136:Teeth dx:-0.070
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069
Diagnosis:9ccs154:Gastroent:-0.068
Diagnosis:9ccs238:Complic proc:-0.067
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.065
Vital: BMI-gain3to7 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccs127:COPD:0.084
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.076
Maternal Lab History: TP VOLUME-otherPregnancy:-0.075
Diagnosis:9ccs222:Perint jaund:-0.075
Lab:294048 STOOL CULTURE - LMC:-0.074
Diagnosis:9ccs92:Otitis media:0.073
Diagnosis:9ccs212:Ot bone dx:0.071
Maternal Procedure History:96372-postPregnancy:0.070
* Vital: BMI-avg7to10 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.104
Diagnosis:9ccs128:Asthma:0.087
Maternal Procedure History:S9470-postPregnancy:0.087
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.086
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.086
Diagnosis:9ccs72:Anxiety dx:0.085
Diagnosis:9ccs125:Bronchitis:0.084
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.081
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: URINE PH-otherPregnancy:-0.077
Vital: BMI-gain5to10 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.581
Correlated most with:
Maternal Lab History: MPV-postPregnancy:0.101
Maternal Lab History: Alk Phos-postPregnancy:0.090
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.085
Maternal Lab History: PTT-otherPregnancy:-0.079
Maternal Lab History: POTASSIUM-postPregnancy:0.079
Maternal Lab History: INR-postPregnancy:-0.077
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.076
Maternal Lab History: TP VOLUME-otherPregnancy:0.072
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.071
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.071
Vital: Ht-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.126
Maternal Diagnosis:9ccs75:Hx mental dx:-0.095
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.095
Maternal Diagnosis:9ccs217:Ot cong anom:-0.091
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.087
Maternal Lab History: PTT-postPregnancy:-0.084
Maternal Lab History: FASTING-otherPregnancy:0.084
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.081
Maternal Diagnosis:10ccs48:Thyroid dsor-postPregnancy:0.081
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.081
Vital: Wt-gain10to16 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.093
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.087
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.077
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.076
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.076
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.075
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.075
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.074
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.074
Maternal Lab History: GAMMA GT-otherPregnancy:0.071
Vital: Wt for Length ZScore-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.515
Correlated most with:
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.112
Maternal Lab History: APF MoM-otherPregnancy:-0.106
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.094
Maternal Lab History: INHMOM-otherPregnancy:-0.094
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.091
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.086
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.084
Maternal Lab History: NT MoM-otherPregnancy:-0.080
Maternal Diagnosis:9ccs172:Ovarian cyst:0.078
Maternal Lab History: NT MoM-postPregnancy:-0.077
* Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Lab History: WBC-otherPregnancy:0.089
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086
Maternal Lab History: PROLACTIN-postPregnancy:-0.083
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: IRON-postPregnancy:-0.071
Diagnosis:9ccs86:Cataract:-0.071
Vital : 0.526908174719
Census : 0.00656205219217
MatDeliveryAge : 0.00306684865049
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_index_no_min_full
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_results_no_min_full
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_models_no_min_full.pkl
-----------------------------------------------------
boys no_min full randomforest
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.265
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.263
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.282
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.631, R^2 test: 0.284
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.946, Explained Variance Score Train: 0.631
AUC Validation: 0.744, Explained Variance Score Validation: 0.335
AUC Test: 0.782, Explained Variance Score Test: 0.293
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.885, R^2 test: 0.258
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.265
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.698, R^2 test: 0.278
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.622, R^2 test: 0.279
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.939, Explained Variance Score Train: 0.698
AUC Validation: 0.749, Explained Variance Score Validation: 0.160
AUC Test: 0.778, Explained Variance Score Test: 0.286
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.236
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: 0.246
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.619, R^2 test: 0.267
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.526, R^2 test: 0.273
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.928, Explained Variance Score Train: 0.526
AUC Validation: 0.775, Explained Variance Score Validation: 0.250
AUC Test: 0.779, Explained Variance Score Test: 0.283
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.269
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.285
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.680, R^2 test: 0.313
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.600, R^2 test: 0.315
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.906, Explained Variance Score Train: 0.600
AUC Validation: 0.837, Explained Variance Score Validation: 0.362
AUC Test: 0.806, Explained Variance Score Test: 0.332
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.875, R^2 test: 0.261
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.833, R^2 test: 0.258
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.688, R^2 test: 0.276
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.611, R^2 test: 0.270
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.959, Explained Variance Score Train: 0.688
AUC Validation: 0.745, Explained Variance Score Validation: 0.220
AUC Test: 0.787, Explained Variance Score Test: 0.279
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.246
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.254
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.671, R^2 test: 0.253
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.598, R^2 test: 0.244
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.976, Explained Variance Score Train: 0.845
AUC Validation: 0.690, Explained Variance Score Validation: 0.115
AUC Test: 0.782, Explained Variance Score Test: 0.254
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.875, R^2 test: 0.190
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.839, R^2 test: 0.193
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.679, R^2 test: 0.240
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.598, R^2 test: 0.249
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.922, Explained Variance Score Train: 0.598
AUC Validation: 0.684, Explained Variance Score Validation: 0.262
AUC Test: 0.753, Explained Variance Score Test: 0.251
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.312
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.844, R^2 test: 0.286
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.712, R^2 test: 0.282
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.635, R^2 test: 0.275
best alpha via bootstrap CV: (3000, 2, 1)
AUC Train: 0.982, Explained Variance Score Train: 0.892
AUC Validation: 0.765, Explained Variance Score Validation: 0.171
AUC Test: 0.800, Explained Variance Score Test: 0.336
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.293
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.300
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.708, R^2 test: 0.276
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.634, R^2 test: 0.254
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.984, Explained Variance Score Train: 0.854
AUC Validation: 0.750, Explained Variance Score Validation: 0.248
AUC Test: 0.793, Explained Variance Score Test: 0.334
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.249
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.249
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.679, R^2 test: 0.238
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.609, R^2 test: 0.221
best alpha via bootstrap CV: (3000, 2, 1)
AUC Train: 0.971, Explained Variance Score Train: 0.888
AUC Validation: 0.732, Explained Variance Score Validation: 0.102
AUC Test: 0.776, Explained Variance Score Test: 0.261
total variables 19171 and total subjects: 1751
->AUC validation: 0.747 95% CI: [0.722 , 0.772]
->AUC test: 0.784 95% CI: [0.775 , 0.792]
->Explained Variance (R2) validation: 0.222 95% CI: [0.171 , 0.274]
->Explained Variance (R2) test: 0.291 95% CI: [0.272 , 0.310]
Test set metrics:
@threshold:2.273, sens:0.000, spec:1.000, ppv:0.000, acc:0.794, f1:0.000, total+:0, total-:350
@threshold:1.203, sens:0.222, spec:1.000, ppv:1.000, acc:0.840, f1:0.364, total+:16, total-:334
@threshold:1.118, sens:0.236, spec:0.986, ppv:0.810, acc:0.831, f1:0.366, total+:21, total-:329
@threshold:1.020, sens:0.264, spec:0.982, ppv:0.792, acc:0.834, f1:0.396, total+:24, total-:326
@threshold:1.019, sens:0.278, spec:0.982, ppv:0.800, acc:0.837, f1:0.412, total+:25, total-:325
@threshold:1.015, sens:0.278, spec:0.978, ppv:0.769, acc:0.834, f1:0.408, total+:26, total-:324
@threshold:0.971, sens:0.292, spec:0.975, ppv:0.750, acc:0.834, f1:0.420, total+:28, total-:322
@threshold:0.927, sens:0.319, spec:0.971, ppv:0.742, acc:0.837, f1:0.447, total+:31, total-:319
@threshold:0.927, sens:0.333, spec:0.971, ppv:0.750, acc:0.840, f1:0.462, total+:32, total-:318
@threshold:0.910, sens:0.347, spec:0.968, ppv:0.735, acc:0.840, f1:0.472, total+:34, total-:316
@threshold:0.840, sens:0.361, spec:0.953, ppv:0.667, acc:0.831, f1:0.468, total+:39, total-:311
@threshold:0.812, sens:0.375, spec:0.950, ppv:0.659, acc:0.831, f1:0.478, total+:41, total-:309
@threshold:0.802, sens:0.389, spec:0.946, ppv:0.651, acc:0.831, f1:0.487, total+:43, total-:307
@threshold:0.792, sens:0.389, spec:0.942, ppv:0.636, acc:0.829, f1:0.483, total+:44, total-:306
@threshold:0.728, sens:0.403, spec:0.928, ppv:0.592, acc:0.820, f1:0.479, total+:49, total-:301
@threshold:0.723, sens:0.403, spec:0.924, ppv:0.580, acc:0.817, f1:0.475, total+:50, total-:300
@threshold:0.693, sens:0.417, spec:0.914, ppv:0.556, acc:0.811, f1:0.476, total+:54, total-:296
@threshold:0.690, sens:0.417, spec:0.910, ppv:0.545, acc:0.809, f1:0.472, total+:55, total-:295
@threshold:0.658, sens:0.431, spec:0.903, ppv:0.534, acc:0.806, f1:0.477, total+:58, total-:292
@threshold:0.655, sens:0.431, spec:0.899, ppv:0.525, acc:0.803, f1:0.473, total+:59, total-:291
@threshold:0.636, sens:0.444, spec:0.888, ppv:0.508, acc:0.797, f1:0.474, total+:63, total-:287
@threshold:0.618, sens:0.444, spec:0.885, ppv:0.500, acc:0.794, f1:0.471, total+:64, total-:286
@threshold:0.609, sens:0.458, spec:0.878, ppv:0.493, acc:0.791, f1:0.475, total+:67, total-:283
@threshold:0.599, sens:0.458, spec:0.874, ppv:0.485, acc:0.789, f1:0.471, total+:68, total-:282
@threshold:0.589, sens:0.472, spec:0.874, ppv:0.493, acc:0.791, f1:0.482, total+:69, total-:281
@threshold:0.557, sens:0.514, spec:0.871, ppv:0.507, acc:0.797, f1:0.510, total+:73, total-:277
@threshold:0.543, sens:0.528, spec:0.863, ppv:0.500, acc:0.794, f1:0.514, total+:76, total-:274
@threshold:0.536, sens:0.542, spec:0.860, ppv:0.500, acc:0.794, f1:0.520, total+:78, total-:272
@threshold:0.535, sens:0.556, spec:0.856, ppv:0.500, acc:0.794, f1:0.526, total+:80, total-:270
@threshold:0.531, sens:0.556, spec:0.853, ppv:0.494, acc:0.791, f1:0.523, total+:81, total-:269
@threshold:0.523, sens:0.569, spec:0.853, ppv:0.500, acc:0.794, f1:0.532, total+:82, total-:268
@threshold:0.520, sens:0.569, spec:0.849, ppv:0.494, acc:0.791, f1:0.529, total+:83, total-:267
@threshold:0.457, sens:0.583, spec:0.827, ppv:0.467, acc:0.777, f1:0.519, total+:90, total-:260
@threshold:0.455, sens:0.597, spec:0.824, ppv:0.467, acc:0.777, f1:0.524, total+:92, total-:258
@threshold:0.450, sens:0.611, spec:0.824, ppv:0.473, acc:0.780, f1:0.533, total+:93, total-:257
@threshold:0.438, sens:0.625, spec:0.820, ppv:0.474, acc:0.780, f1:0.539, total+:95, total-:255
@threshold:0.358, sens:0.639, spec:0.755, ppv:0.404, acc:0.731, f1:0.495, total+:114, total-:236
@threshold:0.352, sens:0.639, spec:0.752, ppv:0.400, acc:0.729, f1:0.492, total+:115, total-:235
@threshold:0.339, sens:0.653, spec:0.748, ppv:0.402, acc:0.729, f1:0.497, total+:117, total-:233
@threshold:0.338, sens:0.653, spec:0.745, ppv:0.398, acc:0.726, f1:0.495, total+:118, total-:232
@threshold:0.324, sens:0.667, spec:0.730, ppv:0.390, acc:0.717, f1:0.492, total+:123, total-:227
@threshold:0.317, sens:0.667, spec:0.727, ppv:0.387, acc:0.714, f1:0.490, total+:124, total-:226
@threshold:0.311, sens:0.681, spec:0.723, ppv:0.389, acc:0.714, f1:0.495, total+:126, total-:224
@threshold:0.307, sens:0.681, spec:0.719, ppv:0.386, acc:0.711, f1:0.492, total+:127, total-:223
@threshold:0.281, sens:0.694, spec:0.709, ppv:0.382, acc:0.706, f1:0.493, total+:131, total-:219
@threshold:0.275, sens:0.694, spec:0.705, ppv:0.379, acc:0.703, f1:0.490, total+:132, total-:218
@threshold:0.266, sens:0.708, spec:0.701, ppv:0.381, acc:0.703, f1:0.495, total+:134, total-:216
@threshold:0.266, sens:0.708, spec:0.698, ppv:0.378, acc:0.700, f1:0.493, total+:135, total-:215
@threshold:0.232, sens:0.722, spec:0.676, ppv:0.366, acc:0.686, f1:0.486, total+:142, total-:208
@threshold:0.231, sens:0.722, spec:0.673, ppv:0.364, acc:0.683, f1:0.484, total+:143, total-:207
@threshold:0.189, sens:0.736, spec:0.640, ppv:0.346, acc:0.660, f1:0.471, total+:153, total-:197
@threshold:0.183, sens:0.736, spec:0.637, ppv:0.344, acc:0.657, f1:0.469, total+:154, total-:196
@threshold:0.170, sens:0.750, spec:0.633, ppv:0.346, acc:0.657, f1:0.474, total+:156, total-:194
@threshold:0.169, sens:0.750, spec:0.629, ppv:0.344, acc:0.654, f1:0.472, total+:157, total-:193
@threshold:0.167, sens:0.764, spec:0.629, ppv:0.348, acc:0.657, f1:0.478, total+:158, total-:192
@threshold:0.165, sens:0.764, spec:0.626, ppv:0.346, acc:0.654, f1:0.476, total+:159, total-:191
@threshold:0.159, sens:0.778, spec:0.626, ppv:0.350, acc:0.657, f1:0.483, total+:160, total-:190
@threshold:0.156, sens:0.778, spec:0.622, ppv:0.348, acc:0.654, f1:0.481, total+:161, total-:189
@threshold:0.156, sens:0.792, spec:0.622, ppv:0.352, acc:0.657, f1:0.487, total+:162, total-:188
@threshold:0.153, sens:0.792, spec:0.619, ppv:0.350, acc:0.654, f1:0.485, total+:163, total-:187
@threshold:0.116, sens:0.806, spec:0.579, ppv:0.331, acc:0.626, f1:0.470, total+:175, total-:175
@threshold:0.105, sens:0.806, spec:0.576, ppv:0.330, acc:0.623, f1:0.468, total+:176, total-:174
@threshold:0.090, sens:0.819, spec:0.568, ppv:0.330, acc:0.620, f1:0.470, total+:179, total-:171
@threshold:0.083, sens:0.819, spec:0.565, ppv:0.328, acc:0.617, f1:0.468, total+:180, total-:170
@threshold:0.062, sens:0.833, spec:0.558, ppv:0.328, acc:0.614, f1:0.471, total+:183, total-:167
@threshold:0.059, sens:0.833, spec:0.554, ppv:0.326, acc:0.611, f1:0.469, total+:184, total-:166
@threshold:0.053, sens:0.847, spec:0.554, ppv:0.330, acc:0.614, f1:0.475, total+:185, total-:165
@threshold:0.053, sens:0.847, spec:0.550, ppv:0.328, acc:0.611, f1:0.473, total+:186, total-:164
@threshold:0.032, sens:0.861, spec:0.543, ppv:0.328, acc:0.609, f1:0.475, total+:189, total-:161
@threshold:0.021, sens:0.861, spec:0.540, ppv:0.326, acc:0.606, f1:0.473, total+:190, total-:160
@threshold:-0.061, sens:0.875, spec:0.482, ppv:0.304, acc:0.563, f1:0.452, total+:207, total-:143
@threshold:-0.065, sens:0.875, spec:0.478, ppv:0.303, acc:0.560, f1:0.450, total+:208, total-:142
@threshold:-0.095, sens:0.889, spec:0.471, ppv:0.303, acc:0.557, f1:0.452, total+:211, total-:139
@threshold:-0.103, sens:0.889, spec:0.468, ppv:0.302, acc:0.554, f1:0.451, total+:212, total-:138
@threshold:-0.116, sens:0.903, spec:0.457, ppv:0.301, acc:0.549, f1:0.451, total+:216, total-:134
@threshold:-0.116, sens:0.903, spec:0.453, ppv:0.300, acc:0.546, f1:0.450, total+:217, total-:133
@threshold:-0.318, sens:0.917, spec:0.324, ppv:0.260, acc:0.446, f1:0.405, total+:254, total-:96
@threshold:-0.322, sens:0.917, spec:0.320, ppv:0.259, acc:0.443, f1:0.404, total+:255, total-:95
@threshold:-0.334, sens:0.931, spec:0.313, ppv:0.260, acc:0.440, f1:0.406, total+:258, total-:92
@threshold:-0.334, sens:0.931, spec:0.309, ppv:0.259, acc:0.437, f1:0.405, total+:259, total-:91
@threshold:-0.409, sens:0.944, spec:0.273, ppv:0.252, acc:0.411, f1:0.398, total+:270, total-:80
@threshold:-0.415, sens:0.944, spec:0.270, ppv:0.251, acc:0.409, f1:0.397, total+:271, total-:79
@threshold:-0.526, sens:0.958, spec:0.194, ppv:0.235, acc:0.351, f1:0.378, total+:293, total-:57
@threshold:-0.527, sens:0.958, spec:0.191, ppv:0.235, acc:0.349, f1:0.377, total+:294, total-:56
@threshold:-0.537, sens:0.972, spec:0.191, ppv:0.237, acc:0.351, f1:0.381, total+:295, total-:55
@threshold:-0.537, sens:0.972, spec:0.187, ppv:0.236, acc:0.349, f1:0.380, total+:296, total-:54
@threshold:-0.543, sens:0.986, spec:0.180, ppv:0.237, acc:0.346, f1:0.383, total+:299, total-:51
@threshold:-0.546, sens:0.986, spec:0.176, ppv:0.237, acc:0.343, f1:0.382, total+:300, total-:50
@threshold:-0.911, sens:1.000, spec:0.004, ppv:0.206, acc:0.209, f1:0.342, total+:349, total-:1
* Vital: BMI-latest | coef 0.059 95% CI: [0.039 , 0.080] | OR_adj 1.061 [1.039 1.084] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.717
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:0.126
Maternal Lab History: COLONY COUNT-otherPregnancy:0.109
Diagnosis:9ccs95:Oth nerv dx:-0.085
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.075
Maternal Lab History: WBC-otherPregnancy:0.074
Maternal Lab History: IRON-postPregnancy:-0.073
Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs5:HIV infectn:-0.070
* Vital: Wt for Length ZScore-gain0to24 | coef 0.042 95% CI: [0.032 , 0.051] | OR_adj 1.043 [1.033 1.052] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.737
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Lab History: WBC-otherPregnancy:0.089
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086
Maternal Lab History: PROLACTIN-postPregnancy:-0.083
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: IRON-postPregnancy:-0.071
Diagnosis:9ccs86:Cataract:-0.071
* Vital: Wt for Length ZScore-latest | coef 0.041 95% CI: [0.032 , 0.050] | OR_adj 1.042 [1.032 1.051] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.737
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Lab History: WBC-otherPregnancy:0.089
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086
Maternal Lab History: PROLACTIN-postPregnancy:-0.083
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: IRON-postPregnancy:-0.071
Diagnosis:9ccs86:Cataract:-0.071
* Vital: Wt-avg19to24 | coef 0.033 95% CI: [0.014 , 0.052] | OR_adj 1.034 [1.014 1.054] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.774
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.088
Maternal Lab History: WBC-otherPregnancy:0.086
Newborn Diagnosis:9ccs191:Amnios dx:0.086
Diagnosis:9ccs128:Asthma:0.083
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.083
Diagnosis:9ccs120:Hemmorhoids:0.083
Newborn Diagnosis:9ccs219:Low birth wt:-0.079
Maternal Diagnosis:9ccs188:Pelvic obstr:0.078
* Vital: Wt for Length ZScore-avg19to24 | coef 0.030 95% CI: [0.016 , 0.045] | OR_adj 1.031 [1.016 1.046] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.753
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.083
Maternal Lab History: WBC-otherPregnancy:0.081
Diagnosis:9ccs128:Asthma:0.079
Diagnosis:9ccs86:Cataract:-0.079
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.077
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.076
Diagnosis:9ccs235:Opn wnd head:0.074
Maternal Diagnosis:9ccs184:Early labor:-0.071
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067
Diagnosis:9ccs246:FUO:0.066
* Vital: Wt-gain0to24 | coef 0.027 95% CI: [0.009 , 0.044] | OR_adj 1.027 [1.009 1.045] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.772
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.095
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Maternal Lab History: WBC-otherPregnancy:0.088
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs120:Hemmorhoids:0.084
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084
Maternal Diagnosis:9ccs244:Other injury:0.078
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.078
* Vital: Wt for Len Percentile-latest | coef 0.025 95% CI: [0.006 , 0.044] | OR_adj 1.025 [1.006 1.045] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.747
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.083
Maternal Lab History: PROLACTIN-postPregnancy:-0.080
Diagnosis:9ccs95:Oth nerv dx:-0.074
Diagnosis:9ccs138:Esophgeal dx:-0.073
Maternal Lab History: MCH-postPregnancy:-0.071
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070
Maternal Lab History: IRON-postPregnancy:-0.069
Maternal Lab History: WBC-otherPregnancy:0.068
* Vital: Wt for Length ZScore-avg13to16 | coef 0.021 95% CI: [-0.002 , 0.043] | OR_adj 1.021 [0.998 1.044] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.744
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Diagnosis:9ccs188:Pelvic obstr:0.083
Diagnosis:9ccs143:Abdom hernia:0.081
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:-0.077
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:-0.077
Diagnosis:9ccs214:GI cong anom:-0.076
Maternal Lab History: ESTRIOL-postPregnancy:0.073
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.070
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.070
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070
* Vital: Wt-latest | coef 0.019 95% CI: [0.010 , 0.028] | OR_adj 1.020 [1.011 1.029] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.784
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.282
Diagnosis:9ccs92:Otitis media:0.237
Number of Visits:0.235
Diagnosis:9ccs10:Immuniz/scrn:0.219
Diagnosis:9ccs128:Asthma:0.149
Diagnosis:9ccs257:Ot aftercare:0.137
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs125:Bronchitis:0.134
Diagnosis:9ccs135:Intest infct:0.133
Diagnosis:9ccs122:Pneumonia:0.116
* Vital: Wt for Len Percentile-gain0to24 | coef 0.019 95% CI: [0.008 , 0.030] | OR_adj 1.020 [1.008 1.031] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.747
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Diagnosis:9ccs128:Asthma:0.080
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.069
Diagnosis:9ccs243:Poisn nonmed:0.068
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.066
Diagnosis:9ccs95:Oth nerv dx:-0.066
Diagnosis:9ccs214:GI cong anom:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.064
Maternal Lab History: PLATELET COUNT-postPregnancy:0.063
* Vital: BMI-gain0to24 | coef 0.018 95% CI: [0.010 , 0.025] | OR_adj 1.018 [1.010 1.026] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.759
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.109
Maternal Lab History: COLONY COUNT-otherPregnancy:0.097
Diagnosis:9ccs58:Ot nutrit dx:0.096
Newborn Diagnosis:9ccs47:Ot bnign neo:0.094
Diagnosis:9ccs106:Dysrhythmia:0.087
Diagnosis:9ccs128:Asthma:0.085
Diagnosis:9ccs235:Opn wnd head:0.082
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.075
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
* Vital: Wt for Len Percentile-avg19to24 | coef 0.016 95% CI: [0.007 , 0.026] | OR_adj 1.016 [1.007 1.026] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.747
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Diagnosis:9ccs128:Asthma:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071
Diagnosis:9ccs243:Poisn nonmed:0.069
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.069
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.067
Diagnosis:9ccs214:GI cong anom:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.065
Diagnosis:9ccs95:Oth nerv dx:-0.064
Diagnosis:9ccs246:FUO:0.062
MatDeliveryAge | coef 0.015 95% CI: [0.005 , 0.026] | OR_adj 1.015 [1.005 1.026] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.504
Correlated most with:
MatDeliveryAge:1.000
Maternal Diagnosis:9ccs176:Contraceptiv:0.243
Maternal Diagnosis:9ccs186:DM in preg:0.233
Maternal Diagnosis:9ccs189:Prev c-sectn:0.193
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.180
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.174
Maternal Diagnosis:9ccs195:Ot compl bir:0.147
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.144
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.137
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.135
* Vital: BMI-avg19to24 | coef 0.013 95% CI: [0.007 , 0.018] | OR_adj 1.013 [1.007 1.019] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.758
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.105
Maternal Lab History: COLONY COUNT-otherPregnancy:0.097
Diagnosis:9ccs58:Ot nutrit dx:0.094
Newborn Diagnosis:9ccs47:Ot bnign neo:0.094
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs235:Opn wnd head:0.082
Diagnosis:9ccs106:Dysrhythmia:0.081
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
Diagnosis:9ccs95:Oth nerv dx:-0.073
* Vital: BMI Percentile-avg19to24 | coef 0.011 95% CI: [-0.000 , 0.022] | OR_adj 1.011 [1.000 1.023] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.564
Correlated most with:
Maternal Lab History: LH-postPregnancy:0.123
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.117
Maternal Diagnosis:9ccs72:Anxiety dx:-0.115
Diagnosis:9ccs214:GI cong anom:-0.106
Maternal Lab History: PROGESTERONE-postPregnancy:-0.095
Maternal Lab History: TSH-postPregnancy:0.095
Maternal Diagnosis:9ccs120:Hemmorhoids:-0.091
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.090
Newborn Diagnosis:9ccs253:Allergy:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085
* Vital: Wt Percentile-latest | coef 0.009 95% CI: [-0.002 , 0.021] | OR_adj 1.009 [0.998 1.021] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.709
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Lab History: IRON-postPregnancy:-0.096
Diagnosis:9ccs128:Asthma:0.091
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.080
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Diagnosis:9ccs136:Teeth dx:-0.070
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069
Diagnosis:9ccs154:Gastroent:-0.068
Diagnosis:9ccs238:Complic proc:-0.067
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.065
Number of Visits | coef 0.009 95% CI: [0.007 , 0.012] | OR_adj 1.009 [1.007 1.012] | occ: 1743 | OR_unadj: 1.107 [0.879 1.394] | indivs AUC:0.580
Correlated most with:
Number of Visits:1.000
Diagnosis:9ccs126:Ot up rsp in:0.332
Diagnosis:9ccs92:Otitis media:0.277
Diagnosis:9ccs7:Viral infect:0.267
Diagnosis:9ccs135:Intest infct:0.234
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs155:Other GI dx:0.220
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs133:Oth low resp:0.195
Diagnosis:9ccs128:Asthma:0.187
* Vital: Wt-avg16to19 | coef 0.009 95% CI: [0.004 , 0.015] | OR_adj 1.009 [1.004 1.015] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.745
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.104
Maternal Lab History: WBC-otherPregnancy:0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.082
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.082
Maternal Lab History: CREATININE-postPregnancy:0.081
Maternal Lab History: PAPP-A MoM-postPregnancy:0.079
Maternal Diagnosis:9ccs184:Early labor:-0.078
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.078
Diagnosis:9ccs143:Abdom hernia:0.077
* Vital: BMI-avg0to1 | coef 0.009 95% CI: [0.004 , 0.015] | OR_adj 1.009 [1.004 1.015] | occ: 1349 | OR_unadj: 1.526 [1.213 1.918] | indivs AUC:0.599
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.268
Maternal Diagnosis:9ccs184:Early labor:-0.261
Diagnosis:9ccs219:Low birth wt:-0.212
Maternal Diagnosis:9ccs185:Long pregncy:0.190
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.123
Maternal Diagnosis:9ccs183:HTN in preg:-0.120
Maternal Lab History: INHMOM-postPregnancy:-0.103
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.100
Maternal Lab History: HERPES II IgG-postPregnancy:-0.094
Newborn Diagnosis:9ccs221:Resp distres:-0.094
* Vital: BMI-avg13to16 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.742
Correlated most with:
Maternal Lab History: TWIN B NT-postPregnancy:-0.130
Maternal Lab History: TWIN B CRL-postPregnancy:-0.130
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.086
Maternal Lab History: ESTRIOL-postPregnancy:0.085
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.079
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.079
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.075
Maternal Diagnosis:9ccs188:Pelvic obstr:0.075
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Lab History: APF MoM-postPregnancy:-0.075
* Vital: BMI-avg16to19 | coef 0.009 95% CI: [0.003 , 0.015] | OR_adj 1.009 [1.003 1.015] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.777
Correlated most with:
Maternal Diagnosis:9ccs215:gu cong anom:-0.102
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.090
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.088
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.088
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Maternal Lab History: WBC-otherPregnancy:0.076
Diagnosis:9ccs214:GI cong anom:-0.074
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.073
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.069
Newborn Diagnosis:9ccs191:Amnios dx:0.066
* Vital: BMI-avg7to10 | coef 0.008 95% CI: [0.004 , 0.013] | OR_adj 1.008 [1.004 1.013] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.702
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.104
Diagnosis:9ccs128:Asthma:0.087
Maternal Procedure History:S9470-postPregnancy:0.087
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.086
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.086
Diagnosis:9ccs72:Anxiety dx:0.085
Diagnosis:9ccs125:Bronchitis:0.084
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.081
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: URINE PH-otherPregnancy:-0.077
* Vital: Wt for Length ZScore-avg16to19 | coef 0.008 95% CI: [0.004 , 0.012] | OR_adj 1.008 [1.004 1.012] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.776
Correlated most with:
Maternal Diagnosis:9ccs215:gu cong anom:-0.112
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086
Maternal Lab History: WBC-otherPregnancy:0.085
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.084
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.076
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.076
Maternal Diagnosis:9ccs185:Long pregncy:0.073
Diagnosis:9ccs214:GI cong anom:-0.072
MatDeliveryAge:-0.071
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071
* Vital: Wt for Length Zscore-avg10to13 | coef 0.008 95% CI: [0.003 , 0.012] | OR_adj 1.008 [1.003 1.012] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.755
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx:-0.108
Diagnosis:9ccs128:Asthma:0.092
Maternal Lab History: ESTRIOL-postPregnancy:0.091
Newborn Diagnosis:9ccs191:Amnios dx:0.089
Maternal Procedure History:86580-otherPregnancy:-0.079
MatDeliveryAge:-0.078
Diagnosis:9ccs95:Oth nerv dx:-0.075
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.075
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.073
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
* Vital: Wt-avg0to1 | coef 0.007 95% CI: [0.005 , 0.010] | OR_adj 1.007 [1.005 1.010] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.592
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.352
Maternal Diagnosis:9ccs184:Early labor:-0.345
Diagnosis:9ccs219:Low birth wt:-0.282
Maternal Diagnosis:9ccs185:Long pregncy:0.261
Maternal Diagnosis:9ccs183:HTN in preg:-0.159
Lab:297262 HEMOGLOBIN (HEMOCUE):0.131
Newborn Diagnosis:9ccs221:Resp distres:-0.123
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs190:Fetal distrs:0.110
Maternal Lab History: INHMOM-postPregnancy:-0.106
* Vital: Wt for Len Percentile-avg16to19 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.009] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.774
Correlated most with:
MatDeliveryAge:-0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.086
Maternal Lab History: WBC-otherPregnancy:0.078
Diagnosis:9ccs214:GI cong anom:-0.076
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.076
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.075
Maternal Lab History: ESTRIOL-postPregnancy:0.074
* Vital: Wt for Length ZScore-avg1to3 | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.006 [1.003 1.010] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.546
Correlated most with:
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.082
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.082
Diagnosis:9ccs138:Esophgeal dx:-0.081
Maternal Lab History: PLATELET COUNT-postPregnancy:0.079
Diagnosis:9ccs129:Asp pneumon:-0.077
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.076
Maternal Lab History: SODIUM-postPregnancy:0.075
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.075
Maternal Lab History: PATIENT-postPregnancy:0.074
Maternal Lab History: MCH-postPregnancy:-0.073
Vital: BMI-gain5to10 | coef 0.006 95% CI: [0.002 , 0.011] | OR_adj 1.006 [1.002 1.011] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.537
Correlated most with:
Maternal Lab History: MPV-postPregnancy:0.101
Maternal Lab History: Alk Phos-postPregnancy:0.090
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.085
Maternal Lab History: PTT-otherPregnancy:-0.079
Maternal Lab History: POTASSIUM-postPregnancy:0.079
Maternal Lab History: INR-postPregnancy:-0.077
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.076
Maternal Lab History: TP VOLUME-otherPregnancy:0.072
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.071
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.071
* Vital: BMI-avg10to13 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.751
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx:-0.131
Diagnosis:9ccs128:Asthma:0.101
Newborn Diagnosis:9ccs191:Amnios dx:0.094
Maternal Lab History: ESTRIOL-postPregnancy:0.091
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.086
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.082
Diagnosis:9ccs246:FUO:-0.079
MatDeliveryAge:-0.077
Maternal Procedure History:86580-otherPregnancy:-0.075
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.073
* Vital: Wt for Len Percentile-avg13to16 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.749
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.078
MatDeliveryAge:-0.076
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.076
Diagnosis:9ccs147:Anal/rectal:0.072
Maternal Diagnosis:9ccs188:Pelvic obstr:0.071
Maternal Diagnosis:9ccs186:DM in preg:-0.069
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.068
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.067
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.065
Vital: Temp-avg10to13 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.139
Diagnosis:9ccs126:Ot up rsp in:0.109
Diagnosis:9ccs154:Gastroent:-0.081
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.081
Number of Visits:0.075
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.075
Maternal Diagnosis:9ccs200:Oth skin dx:0.074
Maternal Diagnosis:9ccs175:Ot femal gen:0.073
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:-0.072
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.072
* Vital: Wt for Length ZScore-avg7to10 | coef 0.005 95% CI: [0.002 , 0.009] | OR_adj 1.005 [1.002 1.009] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.721
Correlated most with:
Diagnosis:9ccs128:Asthma:0.096
Diagnosis:9ccs95:Oth nerv dx:-0.088
Newborn Diagnosis:9ccs191:Amnios dx:0.084
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.083
Diagnosis:9ccs125:Bronchitis:0.080
Maternal Lab History: ABS LYMPH-postPregnancy:0.075
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.075
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.075
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.075
Maternal Procedure History:S9470-postPregnancy:0.075
* Vital: Wt Change-avg19to24 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 879 | OR_unadj: 1.673 [1.252 2.235] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.152
Diagnosis:9ccs120:Hemmorhoids:0.152
Diagnosis:9ccs92:Otitis media:-0.145
Number of Visits:-0.130
Diagnosis:9ccs257:Ot aftercare:-0.125
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.113
Diagnosis:9ccs126:Ot up rsp in:-0.112
Diagnosis:9ccs7:Viral infect:-0.111
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.109
Maternal Lab History: GFR in African American-otherPregnancy:0.103
* Vital: BMI-avg1to3 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.635
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.155
Maternal Diagnosis:9ccs184:Early labor:-0.147
Diagnosis:9ccs219:Low birth wt:-0.133
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.102
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.102
Diagnosis:9ccs64:Ot hematl dx:0.098
Maternal Diagnosis:9ccs126:Ot up rsp in:0.092
Maternal Lab History: MONOCYTE-otherPregnancy:0.092
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Lab History: PLATELET COUNT-postPregnancy:0.083
Vital: Temp-avg19to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.561
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.128
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.127
Diagnosis:9ccs113:Late eff CVD:-0.094
Diagnosis:9ccs239:Superfic inj:-0.084
Diagnosis:9ccs10:Immuniz/scrn:-0.083
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.082
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.082
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.077
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.077
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.075
Vital: Wt for Length ZScore-gain1to5 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.458
Correlated most with:
Maternal Lab History: HERPES II IgG-postPregnancy:0.104
Maternal Diagnosis:9ccs184:Early labor:0.098
Newborn Diagnosis:9ccs91:Other eye dx:0.091
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087
Maternal Diagnosis:9ccs185:Long pregncy:-0.081
Diagnosis:9ccs198:Ot infl skin:-0.081
Newborn Diagnosis:9ccs221:Resp distres:0.081
Newborn Diagnosis:9ccs219:Low birth wt:0.080
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.079
Diagnosis:9ccs59:Anemia:0.076
Vital: Ht-gain0to3 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.571
Correlated most with:
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.126
Maternal Diagnosis:9ccs75:Hx mental dx:-0.095
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.095
Maternal Diagnosis:9ccs217:Ot cong anom:-0.091
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.087
Maternal Lab History: PTT-postPregnancy:-0.084
Maternal Lab History: FASTING-otherPregnancy:0.084
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.081
Maternal Diagnosis:10ccs48:Thyroid dsor-postPregnancy:0.081
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.081
Vital: Temp-latest | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.552
Correlated most with:
Maternal Lab History: TP PERIOD-otherPregnancy:0.108
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.098
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.093
Maternal Lab History: GAMMA GT-otherPregnancy:0.086
Diagnosis:9ccs83:Epilepsy/cnv:0.083
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.083
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Lab History: PTT-otherPregnancy:-0.080
Diagnosis:9ccs154:Gastroent:-0.079
Vital: Temp-avg0to1 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.159
Diagnosis:9ccs255:Social admin:-0.118
Diagnosis:9ccs95:Oth nerv dx:-0.116
Diagnosis:9ccs76:Meningitis:-0.098
Diagnosis:9ccs7:Viral infect:-0.093
Diagnosis:9ccs166:Oth male gen:-0.083
Diagnosis:9ccs198:Ot infl skin:-0.076
Diagnosis:9ccs257:Ot aftercare:-0.074
Diagnosis:9ccs125:Bronchitis:-0.071
Diagnosis:9ccs128:Asthma:-0.068
Maternal Diagnosis:9ccs49:DiabMel no c | coef 0.004 95% CI: [-0.001 , 0.010] | OR_adj 1.004 [0.999 1.010] | occ: 45 | OR_unadj: 1.619 [0.853 3.076] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c:1.000
Maternal Diagnosis:9ccs186:DM in preg:0.454
Newborn Diagnosis:9ccs259:Unclassified:0.168
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:0.147
Maternal Diagnosis:9ccs67:Subst-r mntl:0.147
Diagnosis:9ccs5:HIV infectn:0.147
Maternal Diagnosis:9ccs72:Anxiety dx:0.147
Newborn Diagnosis:9ccs130:Pleurisy:0.147
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.127
MatDeliveryAge:0.121
Vital: BMI-gain3to7 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs127:COPD:0.084
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.076
Maternal Lab History: TP VOLUME-otherPregnancy:-0.075
Diagnosis:9ccs222:Perint jaund:-0.075
Lab:294048 STOOL CULTURE - LMC:-0.074
Diagnosis:9ccs92:Otitis media:0.073
Diagnosis:9ccs212:Ot bone dx:0.071
Maternal Procedure History:96372-postPregnancy:0.070
Diagnosis:9ccs94:Other ear dx | coef 0.004 95% CI: [-0.001 , 0.009] | OR_adj 1.004 [0.999 1.009] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.205
Diagnosis:9ccs113:Late eff CVD:0.198
Number of Visits:0.175
Diagnosis:9ccs92:Otitis media:0.119
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.104
Diagnosis:9ccs126:Ot up rsp in:0.101
Diagnosis:9ccs95:Oth nerv dx:0.101
Maternal Procedure History:45300-postPregnancy:0.089
Diagnosis:9ccs127:COPD:0.084
Vital: Wt for Length ZScore-gain5to10 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs123:Influenza:0.095
Newborn Diagnosis:9ccs166:Oth male gen:-0.078
Maternal Lab History: LIPASE-postPregnancy:-0.076
Maternal Lab History: AMYLASE-postPregnancy:-0.075
Lab:306854 PLATELET COUNT - Sunrise:0.074
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.069
Maternal Diagnosis:9ccs202:Rheum arth:0.067
Maternal Diagnosis:9ccs1:Tuberculosis:0.067
Maternal Lab History: IRON-postPregnancy:0.065
Maternal Diagnosis:9ccs187:Malposition:-0.064
Vital: Ht Percentile-avg5to7 | coef 0.004 95% CI: [-0.003 , 0.011] | OR_adj 1.004 [0.997 1.011] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.542
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Maternal Procedure History:97803-otherPregnancy:-0.095
Maternal Procedure History:59430-postPregnancy:-0.091
Diagnosis:9ccs117:Ot circul dx:-0.088
Maternal Lab History: PROGESTERONE-postPregnancy:-0.087
Maternal Lab History: UIBC-postPregnancy:-0.084
Diagnosis:9ccs219:Low birth wt:-0.082
Maternal Lab History: TSH-postPregnancy:0.081
Newborn Diagnosis:9ccs217:Ot cong anom:0.081
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.081
* Vital: BMI-avg5to7 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1341 | OR_unadj: 1.832 [1.456 2.305] | indivs AUC:0.685
Correlated most with:
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.106
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.106
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.103
Diagnosis:9ccs138:Esophgeal dx:-0.097
Diagnosis:9ccs128:Asthma:0.092
Maternal Procedure History:S9470-postPregnancy:0.087
Diagnosis:9ccs95:Oth nerv dx:-0.086
Diagnosis:9ccs143:Abdom hernia:0.085
Diagnosis:9ccs204:Ot joint dx:0.080
Maternal Lab History: EOSINOPHIL-postPregnancy:0.075
* Vital: Wt for Len Percentile-gain3to7 | coef 0.004 95% CI: [0.001 , 0.008] | OR_adj 1.004 [1.001 1.008] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.581
Correlated most with:
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:-0.081
Newborn Diagnosis:9ccs224:Ot perint dx:-0.080
Diagnosis:9ccs204:Ot joint dx:0.079
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Diagnosis:9ccs76:Meningitis:0.071
Diagnosis:9ccs92:Otitis media:0.069
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.069
Lab:294048 STOOL CULTURE - LMC:-0.064
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.064
Vital: Wt for Length ZScore-gain7to13 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1479 | OR_unadj: 1.133 [0.902 1.422] | indivs AUC:0.570
Correlated most with:
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.092
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.084
Lab:306854 PLATELET COUNT - Sunrise:-0.081
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.075
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.071
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:-0.070
Diagnosis:9ccs138:Esophgeal dx:0.070
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.070
Newborn Diagnosis:9ccs218:Liveborn:-0.068
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.067
* Vital: Wt-gain0to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.630
Correlated most with:
Maternal Diagnosis:9ccs75:Hx mental dx:-0.111
Maternal Diagnosis:9ccs217:Ot cong anom:-0.100
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.088
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.083
Maternal Procedure History:99000-otherPregnancy:-0.082
Maternal Lab History: FREE T3-postPregnancy:0.078
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.075
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.073
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.072
Maternal Diagnosis:10ccs48:Thyroid dsor-postPregnancy:0.072
* Vital: Ht-gain1to5 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.469
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:-0.117
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.110
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.102
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.097
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.097
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.091
Number of Visits:0.090
Maternal Diagnosis:9ccs120:Hemmorhoids:-0.088
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.085
Vital: Temp-avg1to3 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.119
Diagnosis:9ccs257:Ot aftercare:-0.106
Diagnosis:9ccs7:Viral infect:-0.100
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.099
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.096
Maternal Lab History: COLONY COUNT-postPregnancy:-0.090
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.089
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.086
Diagnosis:9ccs134:Ot uppr resp:0.086
Diagnosis:9ccs10:Immuniz/scrn:-0.086
* Vital: Wt-avg3to5 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.714
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.187
Maternal Diagnosis:9ccs184:Early labor:-0.178
Maternal Diagnosis:9ccs185:Long pregncy:0.149
Diagnosis:9ccs219:Low birth wt:-0.140
Diagnosis:9ccs138:Esophgeal dx:-0.105
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: LIPASE-postPregnancy:0.099
Maternal Lab History: IRON-postPregnancy:-0.095
Newborn Diagnosis:9ccs253:Allergy:-0.093
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.089
* Vital: Wt-avg1to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.684
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.301
Maternal Diagnosis:9ccs184:Early labor:-0.294
Diagnosis:9ccs219:Low birth wt:-0.233
Maternal Diagnosis:9ccs185:Long pregncy:0.167
Newborn Diagnosis:9ccs221:Resp distres:-0.122
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117
Newborn Diagnosis:9ccs222:Perint jaund:-0.116
Newborn Diagnosis:9ccs253:Allergy:-0.104
Lab:297262 HEMOGLOBIN (HEMOCUE):0.103
Maternal Diagnosis:9ccs183:HTN in preg:-0.096
Vital: BMI-gain16to24 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.532
Correlated most with:
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.090
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.071
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.069
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.068
Diagnosis:9ccs259:Unclassified:-0.066
Diagnosis:9ccs115:Aneurysm:-0.066
Newborn Diagnosis:9ccs162:Ot dx bladdr:0.065
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.064
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:-0.064
* Vital: Wt for Length ZScore-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.692
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.108
Diagnosis:9ccs95:Oth nerv dx:-0.102
Diagnosis:9ccs128:Asthma:0.094
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.091
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.091
Newborn Diagnosis:9ccs218:Liveborn:0.085
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.084
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.076
Maternal Lab History: MCH-postPregnancy:-0.076
Diagnosis:9ccs204:Ot joint dx:0.072
* Vital: BMI-avg3to5 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.659
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.107
Maternal Procedure History:96372-postPregnancy:-0.100
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.093
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.093
Maternal Lab History: EOSINOPHIL-postPregnancy:0.093
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.088
Maternal Lab History: MCH-postPregnancy:-0.082
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080
Maternal Lab History: FASTING-otherPregnancy:-0.078
Maternal Lab History: PLATELET COUNT-postPregnancy:0.076
* Vital: BMI-gain0to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1416 | OR_unadj: 1.282 [1.019 1.613] | indivs AUC:0.577
Correlated most with:
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.104
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.097
Maternal Diagnosis:9ccs75:Hx mental dx:-0.097
Maternal Diagnosis:9ccs175:Ot femal gen:0.096
Maternal Diagnosis:9ccs217:Ot cong anom:-0.092
Maternal Lab History: FASTING-otherPregnancy:0.088
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.085
Maternal Lab History: PTT-postPregnancy:-0.084
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.080
Maternal Diagnosis:10ccs48:Thyroid dsor-postPregnancy:0.080
Vital: Temp-avg7to10 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.455
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.219
Diagnosis:9ccs255:Social admin:-0.172
Diagnosis:9ccs257:Ot aftercare:-0.140
Diagnosis:9ccs7:Viral infect:-0.138
Maternal Diagnosis:9ccs202:Rheum arth:0.136
Diagnosis:9ccs126:Ot up rsp in:-0.136
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.089
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.087
Diagnosis:9ccs125:Bronchitis:-0.086
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.085
* Vital: Wt-avg7to10 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.698
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.117
Maternal Diagnosis:9ccs244:Other injury:0.100
Newborn Diagnosis:9ccs219:Low birth wt:-0.089
Maternal Procedure History:S9470-postPregnancy:0.086
Maternal Diagnosis:9ccs184:Early labor:-0.084
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Maternal Lab History: URINE PH-otherPregnancy:-0.080
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.079
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.078
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.078
* Vital: Wt-avg5to7 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.693
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.121
Maternal Diagnosis:9ccs185:Long pregncy:0.115
Newborn Diagnosis:9ccs219:Low birth wt:-0.110
Diagnosis:9ccs138:Esophgeal dx:-0.100
Maternal Diagnosis:9ccs244:Other injury:0.097
Diagnosis:9ccs219:Low birth wt:-0.090
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.084
Diagnosis:9ccs95:Oth nerv dx:-0.084
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.082
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.082
Vital: HC-gain0to3 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.537
Correlated most with:
Maternal Diagnosis:9ccs95:Oth nerv dx:-0.094
Maternal Diagnosis:9ccs185:Long pregncy:-0.083
Maternal Diagnosis:9ccs211:Ot conn tiss:-0.077
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.075
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.069
Maternal Diagnosis:9ccs75:Hx mental dx:-0.069
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.069
Maternal Diagnosis:9ccs169:Endometrios:-0.067
Diagnosis:9ccs2611:E Codes: Natural/environment:0.067
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:-0.066
Vital: Ht-gain3to7 | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccs127:COPD:0.093
Number of Visits:0.084
Maternal Lab History: TP VOLUME-otherPregnancy:-0.081
Diagnosis:9ccs92:Otitis media:0.080
Diagnosis:9ccs126:Ot up rsp in:0.078
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.077
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.075
Lab:294048 STOOL CULTURE - LMC:-0.073
Diagnosis:9ccs212:Ot bone dx:0.072
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.072
Vital: Temp-avg5to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.515
Correlated most with:
Maternal Procedure History:97001-postPregnancy:-0.191
Maternal Procedure History:97035-postPregnancy:0.179
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.118
Maternal Procedure History:97140-postPregnancy:0.105
Maternal Procedure History:97110-postPregnancy:-0.100
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.090
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.088
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.088
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.087
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.086
* Vital: Wt-avg13to16 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.744
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.109
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.100
Maternal Diagnosis:9ccs8:Oth infectns:0.088
Maternal Lab History: WBC-otherPregnancy:0.086
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.086
Diagnosis:9ccs136:Teeth dx:-0.078
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.078
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.078
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs143:Abdom hernia:0.077
Vital: Ht-gain10to16 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.475
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.085
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.073
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.072
Maternal Lab History: GAMMA GT-otherPregnancy:0.071
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.071
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.069
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.068
Diagnosis:9ccs214:GI cong anom:0.067
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.066
Vital: Ht Percentile-gain16to24 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.548
Correlated most with:
Maternal Diagnosis:9ccs39:Leukemias:-0.098
Diagnosis:9ccs259:Unclassified:-0.085
Maternal Diagnosis:9ccs172:Ovarian cyst:0.083
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:0.080
Maternal Diagnosis:9ccs87:Retinal dx-postPregnancy:0.080
Diagnosis:9ccs59:Anemia:-0.077
Maternal Lab History: BUN-postPregnancy:0.074
Maternal Diagnosis:9ccs126:Ot up rsp in:-0.073
Maternal Diagnosis:9ccs208:Acq foot def:-0.073
Maternal Procedure History:92551-postPregnancy:0.069
Vital: Temp-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.158
Diagnosis:9ccs255:Social admin:-0.148
Newborn Diagnosis:9ccs138:Esophgeal dx:0.132
Diagnosis:9ccs239:Superfic inj:-0.112
Maternal Diagnosis:10ccs168:PID-postPregnancy:0.111
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.111
Diagnosis:9ccs126:Ot up rsp in:-0.111
Number of Visits:-0.106
Diagnosis:9ccs240:Burns:-0.093
Diagnosis:9ccs257:Ot aftercare:-0.092
* Vital: Wt-gain16to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1468 | OR_unadj: 1.821 [1.385 2.394] | indivs AUC:0.594
Correlated most with:
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.106
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082
Maternal Diagnosis:9ccs36:Thyroid cncr:-0.079
Diagnosis:9ccs126:Ot up rsp in:-0.074
Maternal Diagnosis:9ccs39:Leukemias:-0.072
Maternal Diagnosis:9ccs183:HTN in preg:0.071
Diagnosis:9ccs115:Aneurysm:-0.068
Maternal Diagnosis:9ccs172:Ovarian cyst:0.067
Maternal Diagnosis:9ccs208:Acq foot def:-0.066
Newborn Diagnosis:9ccs162:Ot dx bladdr:0.065
* Vital: Wt for Length ZScore-gain16to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.573
Correlated most with:
Maternal Diagnosis:9ccs215:gu cong anom:-0.126
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.071
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.068
Maternal Lab History: FASTING-postPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.065
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.064
Maternal Lab History: MONOCYTE-postPregnancy:-0.062
Diagnosis:9ccs0:No DX:-0.061
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.061
Vital: HC-latest | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.583
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs257:Ot aftercare:0.193
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs10:Immuniz/scrn:0.188
Diagnosis:9ccs125:Bronchitis:0.168
Diagnosis:9ccs7:Viral infect:0.160
Number of Visits:0.139
Diagnosis:9ccs128:Asthma:0.128
Diagnosis:9ccs135:Intest infct:0.113
Diagnosis:9ccs90:Eye infectn:0.110
Vital: HR-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.087
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.074
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.074
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.074
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.074
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.074
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.074
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.074
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.074
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.074
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.512
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.994
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.336
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.335
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.264
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.172
Vital: Wt-gain10to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.093
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.087
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.077
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.076
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.076
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.075
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.075
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.074
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.074
Maternal Lab History: GAMMA GT-otherPregnancy:0.071
* Vital: Ht-avg10to13 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.594
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:-0.166
Maternal Diagnosis:9ccs184:Early labor:-0.123
Diagnosis:9ccs246:FUO:0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.106
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.099
Maternal Diagnosis:9ccs57:Immunity dx-otherPregnancy:0.092
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Diagnosis:9ccs219:Low birth wt:-0.085
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.074
Maternal Diagnosis:9ccs244:Other injury:0.072
Vital: Ht-gain16to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.543
Correlated most with:
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.092
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.077
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.077
Diagnosis:9ccs55:Fluid/elc dx:-0.073
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.070
Maternal Diagnosis:9ccs36:Thyroid cncr:-0.069
Maternal Diagnosis:9ccs39:Leukemias:-0.067
Maternal Diagnosis:9ccs57:Immunity dx-otherPregnancy:-0.067
Newborn Diagnosis:9ccs106:Dysrhythmia:-0.066
Maternal Diagnosis:9ccs208:Acq foot def:-0.065
Diagnosis:9ccs106:Dysrhythmia | coef 0.003 95% CI: [-0.003 , 0.009] | OR_adj 1.003 [0.997 1.009] | occ: 4 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs106:Dysrhythmia:1.000
Newborn Diagnosis:9ccs47:Ot bnign neo:0.353
Newborn Diagnosis:9ccs191:Amnios dx:0.222
Maternal Diagnosis:9ccs48:Thyroid dsor:0.148
Diagnosis:9ccs239:Superfic inj:0.107
Diagnosis:9ccs83:Epilepsy/cnv:0.102
Diagnosis:9ccs258:Other screen:0.076
Diagnosis:9ccs161:Ot dx kidney:0.072
Maternal Diagnosis:9ccs188:Pelvic obstr:0.070
Maternal Diagnosis:9ccs176:Contraceptiv:0.070
* Vital: BMI Percentile-gain16to24 | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.561
Correlated most with:
Maternal Lab History: LH-postPregnancy:0.133
Maternal Diagnosis:9ccs72:Anxiety dx:-0.124
Diagnosis:9ccs214:GI cong anom:-0.115
Maternal Lab History: PROGESTERONE-postPregnancy:-0.103
Maternal Lab History: TSH-postPregnancy:0.103
Maternal Diagnosis:9ccs120:Hemmorhoids:-0.101
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097
Newborn Diagnosis:9ccs253:Allergy:-0.093
Diagnosis:9ccs72:Anxiety dx:-0.088
Maternal Diagnosis:9ccs84:Headache/mig:0.087
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.510
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.994
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.337
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.335
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.334
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.268
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.267
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.173
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.172
Vital: HC-gain1to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.097
Maternal Lab History: ALBUMIN-postPregnancy:-0.089
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:0.086
Maternal Lab History: IRON-otherPregnancy:-0.086
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080
Maternal Lab History: FERRITIN-otherPregnancy:-0.078
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.077
* Vital: Wt Change-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 987 | OR_unadj: 1.430 [1.090 1.874] | indivs AUC:0.529
Correlated most with:
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.174
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.174
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.174
Maternal Diagnosis:9ccs200:Oth skin dx:0.163
Maternal Diagnosis:9ccs1:Tuberculosis-postPregnancy:0.158
Diagnosis:9ccs92:Otitis media:-0.156
Diagnosis:9ccs257:Ot aftercare:-0.152
Diagnosis:9ccs61:Sickle cell:0.143
Number of Visits:-0.142
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.124
Vital: Ht-gain5to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.538
Correlated most with:
Maternal Lab History: MPV-postPregnancy:0.102
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.088
Maternal Lab History: Alk Phos-postPregnancy:0.086
Maternal Lab History: PTT-otherPregnancy:-0.082
Maternal Lab History: AST-otherPregnancy:0.077
Maternal Lab History: Varicella IgG-postPregnancy:-0.076
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.074
Maternal Lab History: POTASSIUM-postPregnancy:0.072
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.071
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.069
Vital: Wt for Length ZScore-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.472
Correlated most with:
Maternal Lab History: PATIENT-postPregnancy:-0.091
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.085
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.082
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.078
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.078
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.078
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.074
Maternal Lab History: IRON % SATURATION-postPregnancy:0.074
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.069
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.066
* Vital: HC-avg16to19 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.572
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:-0.103
Lab:297262 HEMOGLOBIN (HEMOCUE):0.093
Diagnosis:9ccs143:Abdom hernia:0.078
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.078
Diagnosis:9ccs70:Schizo/rl dx:0.074
Newborn Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: MPV-postPregnancy:0.072
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.072
Maternal Lab History: CREATININE-postPregnancy:0.071
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.071
* Vital: Ht-avg1to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.619
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.297
Newborn Diagnosis:9ccs219:Low birth wt:-0.290
Diagnosis:9ccs219:Low birth wt:-0.225
Maternal Diagnosis:9ccs185:Long pregncy:0.182
Newborn Diagnosis:9ccs221:Resp distres:-0.146
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126
Newborn Diagnosis:9ccs256:Exam/eval:-0.108
Newborn Diagnosis:9ccs253:Allergy:-0.106
Newborn Diagnosis:9ccs222:Perint jaund:-0.099
Lab:297262 HEMOGLOBIN (HEMOCUE):0.095
* Vital: BMI Percentile-gain0to24 | coef 0.003 95% CI: [0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.561
Correlated most with:
Maternal Lab History: LH-postPregnancy:0.133
Maternal Diagnosis:9ccs72:Anxiety dx:-0.124
Diagnosis:9ccs214:GI cong anom:-0.115
Maternal Lab History: PROGESTERONE-postPregnancy:-0.103
Maternal Lab History: TSH-postPregnancy:0.103
Maternal Diagnosis:9ccs120:Hemmorhoids:-0.101
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097
Newborn Diagnosis:9ccs253:Allergy:-0.093
Diagnosis:9ccs72:Anxiety dx:-0.088
Maternal Diagnosis:9ccs84:Headache/mig:0.087
* Vital: Wt-gain7to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.621
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.117
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.108
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.100
Maternal Lab History: NT MoM-otherPregnancy:-0.100
Maternal Lab History: INHMOM-otherPregnancy:-0.100
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.099
Maternal Lab History: PTT-otherPregnancy:0.094
Maternal Lab History: HCG-otherPregnancy:-0.091
Maternal Lab History: IRON-otherPregnancy:-0.091
Maternal Lab History: INHMOM-postPregnancy:-0.087
* Vital: Wt for Length ZScore-avg3to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.654
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.103
Maternal Lab History: EOSINOPHIL-postPregnancy:0.087
Maternal Lab History: MCH-postPregnancy:-0.086
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.082
Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.077
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.075
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.075
Maternal Diagnosis:9ccs175:Ot femal gen:0.074
Maternal Lab History: PLATELET COUNT-postPregnancy:0.074
Maternal Lab History: MCV-postPregnancy:-0.072
Vital: HC-avg0to1 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.544
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.278
Newborn Diagnosis:9ccs219:Low birth wt:-0.277
Diagnosis:9ccs219:Low birth wt:-0.224
Maternal Diagnosis:9ccs185:Long pregncy:0.192
Maternal Lab History: CHOLIC ACID-postPregnancy:0.125
Lab:297262 HEMOGLOBIN (HEMOCUE):0.123
Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.118
Maternal Lab History: BILE ACIDS-postPregnancy:0.116
Newborn Diagnosis:9ccs222:Perint jaund:-0.113
Maternal Diagnosis:9ccs190:Fetal distrs:0.108
Vital: Wt for Len Percentile-gain16to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1353 | OR_unadj: 0.799 [0.624 1.024] | indivs AUC:0.492
Correlated most with:
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.095
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.077
Diagnosis:9ccs126:Ot up rsp in:-0.074
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.073
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:-0.070
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:-0.070
Diagnosis:9ccs115:Aneurysm:-0.070
Maternal Diagnosis:9ccs57:Immunity dx-otherPregnancy:-0.070
Maternal Diagnosis:10ccs240:Burns-postPregnancy:-0.070
Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:-0.070
Vital: Wt for Len Percentile-gain5to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.075
Maternal Lab History: ALBUMIN-postPregnancy:-0.075
Maternal Lab History: Alk Phos-postPregnancy:0.072
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.070
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.070
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068
Maternal Lab History: WEIGHT-postPregnancy:-0.067
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.066
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.066
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.065
* Vital: Wt for Length ZScore-gain3to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.609
Correlated most with:
Maternal Lab History: SODIUM-postPregnancy:-0.082
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.081
Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.078
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.068
Diagnosis:9ccs125:Bronchitis:0.068
Maternal Lab History: APTT-postPregnancy:-0.066
Maternal Lab History: RET %-postPregnancy:0.065
Maternal Lab History: RET ABS-postPregnancy:0.065
Maternal Lab History: LH-postPregnancy:0.063
Maternal Diagnosis:9ccs159:UTI:0.061
Vital: Temp-avg3to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.537
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:0.085
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083
Maternal Lab History: URINE CULTURE-postPregnancy:-0.083
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.078
Diagnosis:9ccs7:Viral infect:-0.078
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.076
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:-0.074
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.072
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.072
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.071
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1123 | OR_unadj: 1.201 [0.943 1.530] | indivs AUC:0.476
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.673
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.672
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.633
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.632
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.613
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.611
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.356
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.355
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.476
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.673
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.632
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.613
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.357
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355
* Vital: HC-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.562
Correlated most with:
Newborn Diagnosis:9ccs63:Wht blood dx:-0.326
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.173
Diagnosis:9ccs10:Immuniz/scrn:-0.162
Maternal Lab History: IRON-postPregnancy:-0.156
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.154
Diagnosis:9ccs3:Oth bact inf:-0.152
Maternal Lab History: HBV DNA-postPregnancy:-0.147
Diagnosis:9ccs255:Social admin:-0.137
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.134
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.131
* Vital: BMI-gain13to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1462 | OR_unadj: 1.439 [1.146 1.808] | indivs AUC:0.570
Correlated most with:
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.074
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.072
Maternal Lab History: EOSINOPHIL-postPregnancy:0.071
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.069
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.069
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.068
Diagnosis:9ccs130:Pleurisy:0.067
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.064
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.064
Vital: Wt-gain1to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.556
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.129
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.122
Number of Visits:0.107
Maternal Lab History: ALBUMIN-postPregnancy:-0.107
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.095
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.095
Maternal Diagnosis:9ccs120:Hemmorhoids:-0.091
Diagnosis:9ccs257:Ot aftercare:0.090
Lab:297275 STREP RAPID TEST (POCT):-0.085
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.082
* Vital: Wt-avg10to13 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1417 | OR_unadj: 2.797 [2.219 3.525] | indivs AUC:0.759
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.105
Newborn Diagnosis:9ccs191:Amnios dx:0.091
Maternal Procedure History:S9470-postPregnancy:0.091
Diagnosis:9ccs128:Asthma:0.084
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.078
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.074
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.074
Maternal Lab History: IRON-postPregnancy:-0.072
Maternal Diagnosis:9ccs190:Fetal distrs:0.071
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.521
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449
Vital: HC-avg13to16 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.564
Correlated most with:
Maternal Procedure History:S9470-otherPregnancy:-0.087
Maternal Diagnosis:9ccs190:Fetal distrs:0.084
Maternal Diagnosis:9ccs102:Chest pain:0.082
Lab:297262 HEMOGLOBIN (HEMOCUE):0.082
Maternal Diagnosis:9ccs238:Complic proc:0.077
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.076
Diagnosis:9ccs143:Abdom hernia:0.073
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.070
Maternal Diagnosis:9ccs87:Retinal dx-postPregnancy:-0.069
Newborn Diagnosis:9ccs224:Ot perint dx:0.068
Vital: Temp-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.518
Correlated most with:
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.746
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.439
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.368
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:-0.356
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.277
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267
Maternal Lab History: ANION GAP-otherPregnancy:0.234
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.218
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.210
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183
* Vital: Ht-avg0to1 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.538
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.333
Maternal Diagnosis:9ccs184:Early labor:-0.327
Diagnosis:9ccs219:Low birth wt:-0.286
Maternal Diagnosis:9ccs185:Long pregncy:0.213
Maternal Diagnosis:9ccs183:HTN in preg:-0.149
Newborn Diagnosis:9ccs253:Allergy:-0.131
Newborn Diagnosis:9ccs221:Resp distres:-0.120
Lab:297262 HEMOGLOBIN (HEMOCUE):0.114
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs82:Paralysis:-0.111
* Vital: HC-gain3to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.481
Correlated most with:
Number of Visits:0.080
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.074
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.072
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.070
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.068
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.068
Maternal Lab History: TP VOLUME-otherPregnancy:-0.068
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.068
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.064
Maternal Procedure History:45300-postPregnancy:-0.063
Vital: Wt for Length ZScore-gain10to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.551
Correlated most with:
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.112
Maternal Lab History: APF MoM-otherPregnancy:-0.106
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.094
Maternal Lab History: INHMOM-otherPregnancy:-0.094
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.091
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.086
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.084
Maternal Lab History: NT MoM-otherPregnancy:-0.080
Maternal Diagnosis:9ccs172:Ovarian cyst:0.078
Maternal Lab History: NT MoM-postPregnancy:-0.077
* Vital: Ht-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.549
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.209
Maternal Diagnosis:9ccs184:Early labor:-0.207
Diagnosis:9ccs219:Low birth wt:-0.174
Maternal Diagnosis:9ccs185:Long pregncy:0.157
Diagnosis:9ccs10:Immuniz/scrn:-0.152
Newborn Diagnosis:9ccs253:Allergy:-0.127
Diagnosis:9ccs255:Social admin:-0.111
Maternal Lab History: 3 HOUR-otherPregnancy:-0.100
Newborn Diagnosis:9ccs256:Exam/eval:-0.098
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097
* Vital: Ht-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.623
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.347
Diagnosis:9ccs10:Immuniz/scrn:0.289
Diagnosis:9ccs92:Otitis media:0.280
Number of Visits:0.252
Diagnosis:9ccs7:Viral infect:0.183
Diagnosis:9ccs257:Ot aftercare:0.180
Diagnosis:9ccs135:Intest infct:0.160
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145
Diagnosis:9ccs125:Bronchitis:0.140
Diagnosis:9ccs255:Social admin | coef 0.003 95% CI: [0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.472
Diagnosis:9ccs126:Ot up rsp in:0.356
Number of Visits:0.205
Diagnosis:9ccs92:Otitis media:0.205
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs257:Ot aftercare:0.197
Diagnosis:9ccs7:Viral infect:0.189
Diagnosis:9ccs125:Bronchitis:0.138
Diagnosis:9ccs135:Intest infct:0.136
Vital: HC-gain5to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.557
Correlated most with:
Maternal Lab History: IRON-postPregnancy:0.086
Maternal Lab History: MPV-postPregnancy:0.083
Maternal Lab History: BASOPHIL-postPregnancy:-0.079
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: Alk Phos-postPregnancy:0.075
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.072
Diagnosis:9ccs257:Ot aftercare:0.070
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.066
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.065
Newborn Diagnosis:9ccs63:Wht blood dx:0.065
Vital: BMI-gain1to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.121
Maternal Lab History: ALBUMIN-postPregnancy:-0.116
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.105
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.095
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.089
Number of Visits:0.088
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.081
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.081
Maternal Diagnosis:9ccs120:Hemmorhoids:-0.079
Maternal Diagnosis:9ccs184:Early labor:0.078
Vital: Ht-gain7to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.097
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.086
Maternal Lab History: NT MoM-otherPregnancy:-0.085
Lab:292147 TSH - Sunrise:0.084
Maternal Lab History: INHMOM-otherPregnancy:-0.084
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.083
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.082
Maternal Lab History: INHMOM-postPregnancy:-0.079
Maternal Diagnosis:9ccs183:HTN in preg:-0.079
Maternal Lab History: PTT-otherPregnancy:0.077
* Vital: Wt-gain13to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.606
Correlated most with:
Diagnosis:9ccs130:Pleurisy:0.076
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.070
Maternal Diagnosis:9ccs183:HTN in preg:-0.065
Diagnosis:9ccs243:Poisn nonmed:0.065
Maternal Lab History: PAPP-A MoM-postPregnancy:0.063
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.063
Maternal Lab History: EOSINOPHIL-postPregnancy:0.062
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.060
Maternal Diagnosis:9ccs117:Ot circul dx:0.060
Maternal Diagnosis:9ccs86:Cataract-postPregnancy:-0.060
* Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.674
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.107
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.079
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.078
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.078
Maternal Lab History: CREATININE-postPregnancy:0.077
Newborn Diagnosis:9ccs191:Amnios dx:0.076
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.076
Diagnosis:9ccs204:Ot joint dx:0.071
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.520
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449
* Vital: Ht-avg5to7 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.565
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.243
Maternal Diagnosis:9ccs184:Early labor:-0.152
Newborn Diagnosis:9ccs219:Low birth wt:-0.150
Lab:306854 PLATELET COUNT - Sunrise:-0.127
Maternal Diagnosis:9ccs185:Long pregncy:0.115
Diagnosis:9ccs219:Low birth wt:-0.106
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.098
Diagnosis:9ccs3:Oth bact inf:0.097
Newborn Diagnosis:9ccs218:Liveborn:-0.097
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.088
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1126 | OR_unadj: 1.150 [0.895 1.477] | indivs AUC:0.501
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.996
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.736
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.734
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.693
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.688
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.674
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.670
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.654
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.649
* Vital: Wt for Len Percentile-avg10to13 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.759
Correlated most with:
Diagnosis:9ccs128:Asthma:0.105
Maternal Lab History: ESTRIOL-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
MatDeliveryAge:-0.077
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.074
Maternal Diagnosis:9ccs190:Fetal distrs:0.073
Diagnosis:9ccs95:Oth nerv dx:-0.071
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.070
* Vital: Ht-avg16to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.546
Correlated most with:
Maternal Diagnosis:9ccs215:gu cong anom:0.153
Maternal Diagnosis:9ccs184:Early labor:-0.096
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.091
Maternal Lab History: T-3(Total)-postPregnancy:-0.086
Maternal Lab History: PAPP-A MoM-postPregnancy:0.082
Maternal Procedure History:59430-postPregnancy:-0.077
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.076
Maternal Diagnosis:9ccs155:Other GI dx:0.076
Maternal Diagnosis:9ccs36:Thyroid cncr:0.075
Diagnosis:9ccs147:Anal/rectal:0.075
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.002 95% CI: [-0.001 , 0.006] | OR_adj 1.002 [0.999 1.006] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.523
Correlated most with:
Newborn Diagnosis:9ccs222:Perint jaund:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.329
Maternal Diagnosis:9ccs184:Early labor:0.276
Newborn Diagnosis:9ccs256:Exam/eval:0.269
Diagnosis:9ccs219:Low birth wt:0.213
Newborn Diagnosis:9ccs253:Allergy:0.185
Newborn Diagnosis:9ccs221:Resp distres:0.144
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.137
Maternal Diagnosis:9ccs183:HTN in preg:0.127
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.121
* Vital: Wt Change-avg16to19 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.556
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.130
Maternal Diagnosis:9ccs208:Acq foot def:0.126
Maternal Diagnosis:9ccs90:Eye infectn:0.115
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.105
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.105
Diagnosis:9ccs239:Superfic inj:-0.097
Diagnosis:9ccs125:Bronchitis:-0.097
Diagnosis:9ccs7:Viral infect:-0.097
Number of Visits:-0.094
Diagnosis:9ccs128:Asthma:-0.090
Vital: Wt for Length ZScore-avg0to1 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.540
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.099
Newborn Diagnosis:9ccs219:Low birth wt:-0.098
Maternal Lab History: HERPES II IgG-postPregnancy:-0.087
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082
Diagnosis:9ccs151:Oth liver dx:-0.081
Maternal Diagnosis:9ccs49:DiabMel no c:0.079
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077
Diagnosis:9ccs216:Nerv cong an:-0.074
Diagnosis:9ccs122:Pneumonia:0.074
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.073
Vital: Wt for Length ZScore-gain0to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.540
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.099
Newborn Diagnosis:9ccs219:Low birth wt:-0.098
Maternal Lab History: HERPES II IgG-postPregnancy:-0.087
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082
Diagnosis:9ccs151:Oth liver dx:-0.081
Maternal Diagnosis:9ccs49:DiabMel no c:0.079
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077
Diagnosis:9ccs216:Nerv cong an:-0.074
Diagnosis:9ccs122:Pneumonia:0.074
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.073
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.501
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.996
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.736
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.733
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.691
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.689
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.673
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.671
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.649
Vital: HC-gain7to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.479
Correlated most with:
Maternal Lab History: Alk Phos-postPregnancy:-0.096
Maternal Lab History: IRON % SATURATION-postPregnancy:0.080
Maternal Lab History: APF MoM-otherPregnancy:-0.079
Maternal Diagnosis:9ccs183:HTN in preg:-0.077
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.073
Diagnosis:9ccs58:Ot nutrit dx:-0.072
Maternal Procedure History:99401-postPregnancy:-0.072
Maternal Lab History: INHMOM-postPregnancy:-0.072
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.071
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.070
Vital: Wt Percentile-gain5to10 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.461
Correlated most with:
Maternal Lab History: URINE CULTURE-otherPregnancy:0.145
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.114
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.114
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.114
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.112
Diagnosis:9ccs61:Sickle cell:-0.103
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.102
Maternal Diagnosis:9ccs169:Endometrios:0.100
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:-0.095
Diagnosis:9ccs92:Otitis media:0.091
Vital: HR-avg13to16 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs228:Fx skull fac:0.156
Maternal Diagnosis:9ccs202:Rheum arth:0.123
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.103
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.103
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.103
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.103
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.103
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.103
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.103
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.103
Maternal Diagnosis:9ccs128:Asthma | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 32 | OR_unadj: 1.393 [0.639 3.036] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs128:Asthma:1.000
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.247
Maternal Diagnosis:9ccs181:Ot preg comp:0.203
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.183
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.183
Maternal Diagnosis:9ccs140:Gastritis:0.175
Maternal Diagnosis:9ccs245:Syncope-otherPregnancy:0.175
Maternal Diagnosis:9ccs215:gu cong anom:0.175
Newborn Diagnosis:9ccs252:Fatigue:0.175
Newborn Diagnosis:9ccs229:Fx arm:0.175
* Vital: HC-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.561
Correlated most with:
Maternal Diagnosis:9ccs244:Other injury:0.092
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Lab:297262 HEMOGLOBIN (HEMOCUE):0.083
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.082
Maternal Diagnosis:9ccs185:Long pregncy:0.081
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.078
Diagnosis:9ccs232:Sprain:0.074
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.074
Diagnosis:9ccs75:Hx mental dx:0.073
Maternal Diagnosis:9ccs184:Early labor:-0.071
* Vital: Wt-gain3to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs92:Otitis media:0.091
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.086
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.084
Number of Visits:0.082
Lab:294048 STOOL CULTURE - LMC:-0.080
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.079
Maternal Diagnosis:9ccs244:Other injury:0.078
Diagnosis:9ccs127:COPD:0.078
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:-0.074
Vital: Wt for Len Percentile-gain13to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.080
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: LDL-postPregnancy:-0.075
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.075
Maternal Lab History: BASOPHIL-postPregnancy:0.074
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.065
Diagnosis:9ccs181:Ot preg comp:-0.065
Maternal Lab History: MONOCYTE-postPregnancy:-0.065
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.065
* Vital: Wt Percentile-gain0to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.673
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.093
Diagnosis:9ccs136:Teeth dx:-0.092
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.078
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.078
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.074
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.073
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.073
Diagnosis:9ccs128:Asthma:0.073
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.501
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1129 | OR_unadj: 1.101 [0.860 1.408] | indivs AUC:0.503
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.996
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.736
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.733
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.673
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.670
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.639
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.637
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.624
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.621
Vital: HC-avg10to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.549
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.296
Diagnosis:9ccs255:Social admin:-0.264
Diagnosis:9ccs126:Ot up rsp in:-0.240
Diagnosis:9ccs7:Viral infect:-0.222
Diagnosis:9ccs257:Ot aftercare:-0.195
Diagnosis:9ccs92:Otitis media:-0.179
Number of Visits:-0.177
Diagnosis:9ccs125:Bronchitis:-0.138
Diagnosis:9ccs59:Anemia:-0.135
Diagnosis:9ccs135:Intest infct:-0.125
Vital: HC-gain16to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.580
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.094
Maternal Diagnosis:9ccs98:HTN:-0.089
Maternal Lab History: POTASSIUM-otherPregnancy:0.083
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.078
Diagnosis:9ccs134:Ot uppr resp:-0.076
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.067
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.064
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.063
Maternal Lab History: RUBELLA-otherPregnancy:-0.063
Maternal Diagnosis:9ccs96:Hrt valve dx-otherPregnancy:-0.061
Vital: Ht-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.502
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.153
Maternal Diagnosis:9ccs184:Early labor:-0.145
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Diagnosis:9ccs219:Low birth wt:-0.081
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.081
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.076
Maternal Lab History: AST (SGOT)-postPregnancy:0.075
Maternal Lab History: TP VOLUME-otherPregnancy:-0.070
Maternal Diagnosis:9ccs244:Other injury:0.069
Vital: Ht-gain13to19 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.080
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.076
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.076
Diagnosis:9ccs130:Pleurisy:0.075
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.074
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.070
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.069
Maternal Lab History: EOSINOPHIL-postPregnancy:0.066
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.066
Diagnosis:9ccs243:Poisn nonmed:0.062
Maternal Lab History: PLATELET COUNT-postPregnancy | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 550 | OR_unadj: 0.945 [0.680 1.314] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: PLATELET COUNT-postPregnancy:1.000
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.441
Maternal Lab History: MPV-postPregnancy:-0.417
Maternal Lab History: MCH-postPregnancy:-0.211
Maternal Lab History: MCV-postPregnancy:-0.195
Maternal Lab History: ABS LYMPH-postPregnancy:0.195
Maternal Lab History: RBC-postPregnancy:0.190
Maternal Lab History: MPV-otherPregnancy:-0.177
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:0.156
Maternal Lab History: GLOBULIN-postPregnancy:0.148
Vital: Wt-gain5to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.537
Correlated most with:
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.102
Maternal Lab History: PTT-otherPregnancy:-0.090
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.084
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.083
Maternal Lab History: Varicella IgG-postPregnancy:-0.081
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080
Maternal Lab History: AST-otherPregnancy:0.078
Maternal Diagnosis:9ccs57:Immunity dx-otherPregnancy:-0.077
Diagnosis:9ccs259:Unclassified:-0.076
Maternal Lab History: MPV-postPregnancy:0.075
* Vital: Wt Percentile-avg19to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 920 | OR_unadj: 2.523 [1.996 3.191] | indivs AUC:0.673
Correlated most with:
Diagnosis:9ccs136:Teeth dx:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: IRON-postPregnancy:-0.078
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.078
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.075
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.073
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.073
Diagnosis:9ccs128:Asthma:0.072
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
* Vital: Ht Percentile-avg10to13 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.603
Correlated most with:
Diagnosis:9ccs223:Birth trauma:0.096
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.089
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.086
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.082
Maternal Diagnosis:9ccs184:Early labor:-0.080
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.080
Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.080
Maternal Lab History: TEST NAME-otherPregnancy:0.077
Maternal Diagnosis:9ccs185:Long pregncy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.075
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1129 | OR_unadj: 1.187 [0.933 1.510] | indivs AUC:0.526
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.996
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.387
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.385
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.381
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.357
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.355
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.344
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.497
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Lab:294203 BILIRUBIN TOTAL - LMC:0.374
Maternal Lab History: NTQR-LOCATION ID-postPregnancy:0.239
Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.188
Maternal Diagnosis:9ccs95:Oth nerv dx:-0.133
Diagnosis:9ccs62:Coag/hemr dx:-0.113
Newborn Diagnosis:9ccs216:Nerv cong an:-0.109
Maternal Procedure History:92551-postPregnancy:-0.098
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.096
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.092
Vital: HC-avg3to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.537
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.154
Maternal Diagnosis:9ccs184:Early labor:-0.150
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Newborn Diagnosis:9ccs221:Resp distres:-0.100
Diagnosis:9ccs219:Low birth wt:-0.091
Lab:297262 HEMOGLOBIN (HEMOCUE):0.089
Maternal Lab History: APF MoM-otherPregnancy:-0.083
Maternal Diagnosis:9ccs102:Chest pain:0.081
Maternal Lab History: INHMOM-otherPregnancy:-0.081
Newborn Diagnosis:9ccs224:Ot perint dx:0.079
Diagnosis:9ccs165:Inf male gen | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs165:Inf male gen:1.000
Newborn Diagnosis:9ccs229:Fx arm:0.142
Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.142
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.142
Newborn Diagnosis:9ccs252:Fatigue:0.142
Diagnosis:9ccs9:Sexual Infxs:0.142
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.142
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.142
Maternal Diagnosis:10ccs198:Ot infl skin-postPregnancy:0.142
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.142
* Vital: Wt for Len Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.706
Correlated most with:
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.088
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Lab History: APTT-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.077
Maternal Procedure History:S9470-postPregnancy:0.076
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.074
MatDeliveryAge:-0.073
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.525
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.996
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.386
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.385
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.383
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.356
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.355
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.345
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345
Maternal Diagnosis:9ccs193:OB-related perin trauma | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 687 | OR_unadj: 0.815 [0.645 1.031] | indivs AUC:0.489
Correlated most with:
Maternal Diagnosis:9ccs193:OB-related perin trauma:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.296
Maternal Diagnosis:9ccs187:Malposition:-0.140
Maternal Diagnosis:9ccs195:Ot compl bir:-0.140
Newborn Diagnosis:9ccs219:Low birth wt:-0.119
Maternal Diagnosis:9ccs184:Early labor:-0.110
MatDeliveryAge:-0.104
Newborn Diagnosis:9ccs256:Exam/eval:-0.102
Diagnosis:9ccs256:Exam/eval:0.097
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.096
Vital: BMI-gain7to13 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:0.119
Maternal Lab History: APF MoM-otherPregnancy:-0.107
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.095
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.095
Maternal Lab History: INHMOM-otherPregnancy:-0.093
Maternal Lab History: NT MoM-otherPregnancy:-0.090
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.090
Maternal Lab History: INHMOM-postPregnancy:-0.084
Maternal Lab History: HCG-otherPregnancy:-0.083
Maternal Lab History: PTT-otherPregnancy:0.080
* Vital: HC-avg19to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.603
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:0.085
Maternal Diagnosis:9ccs102:Chest pain:0.084
Diagnosis:9ccs214:GI cong anom:-0.082
Maternal Diagnosis:9ccs61:Sickle cell:0.081
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.072
Diagnosis:9ccs229:Fx arm:0.072
Maternal Procedure History:S9470-otherPregnancy:-0.068
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.066
Diagnosis:9ccs245:Syncope:-0.066
Maternal Procedure History:99000-otherPregnancy:0.066
* Vital: HC-gain0to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.605
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:0.085
Maternal Diagnosis:9ccs102:Chest pain:0.084
Diagnosis:9ccs214:GI cong anom:-0.083
Maternal Diagnosis:9ccs61:Sickle cell:0.081
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.076
Diagnosis:9ccs229:Fx arm:0.072
Maternal Procedure History:99000-otherPregnancy:0.069
Diagnosis:9ccs245:Syncope:-0.067
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.066
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.066
Vital: HC-gain10to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:0.092
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.085
Maternal Lab History: ALBUMIN-postPregnancy:-0.081
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.073
Diagnosis:9ccs239:Superfic inj:-0.073
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.072
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.070
Diagnosis:9ccs83:Epilepsy/cnv:0.068
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.066
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.066
Vital: Wt for Len Percentile-gain7to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.123
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.113
Maternal Lab History: INHMOM-otherPregnancy:-0.110
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.104
Maternal Lab History: NT MoM-otherPregnancy:-0.102
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.101
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.098
Maternal Lab History: HCG-otherPregnancy:-0.095
Maternal Lab History: APTT-postPregnancy:0.093
Maternal Lab History: IRON-otherPregnancy:-0.091
Vital: BMI-gain10to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.428
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.086
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.081
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.080
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.074
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.074
Maternal Lab History: GAMMA GT-otherPregnancy:0.072
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.072
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.071
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.068
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.068
Vital: Wt Change-avg10to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 616 | OR_unadj: 1.170 [0.832 1.646] | indivs AUC:0.522
Correlated most with:
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.167
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.167
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.167
Maternal Procedure History:J7302-postPregnancy:0.145
Maternal Lab History: IRON-postPregnancy:-0.143
Maternal Lab History: UIBC-postPregnancy:0.134
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.119
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.118
Maternal Lab History: FERRITIN-otherPregnancy:-0.115
Diagnosis:9ccs92:Otitis media:-0.114
* Vital: HC-avg1to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.588
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.245
Maternal Diagnosis:9ccs184:Early labor:-0.244
Diagnosis:9ccs219:Low birth wt:-0.191
Maternal Procedure History:92551-postPregnancy:-0.164
Maternal Diagnosis:9ccs185:Long pregncy:0.147
Newborn Diagnosis:9ccs221:Resp distres:-0.114
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:-0.106
Maternal Diagnosis:9ccs82:Paralysis:-0.106
Lab:297262 HEMOGLOBIN (HEMOCUE):0.102
Newborn Diagnosis:9ccs222:Perint jaund:-0.094
Vital: Wt for Len Percentile-gain10to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.455
Correlated most with:
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.091
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.081
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.074
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.072
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.072
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.072
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.071
Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.070
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.069
Maternal Lab History: GTT 90 MIN-postPregnancy:-0.068
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1123 | OR_unadj: 1.121 [0.884 1.421] | indivs AUC:0.529
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.998
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.726
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.724
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.716
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.714
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.712
* Vital: Ht Percentile-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.615
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.085
Maternal Lab History: T-3(Total)-postPregnancy:-0.083
Diagnosis:9ccs229:Fx arm:0.077
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.073
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.071
Diagnosis:9ccs59:Anemia:-0.070
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.069
Maternal Diagnosis:9ccs155:Other GI dx:0.066
Maternal Procedure History:59430-postPregnancy:-0.066
* Vital: Ht Percentile-gain7to13 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.536
Correlated most with:
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.116
Maternal Diagnosis:9ccs82:Paralysis:-0.105
Lab:294048 STOOL CULTURE - LMC:0.094
Maternal Lab History: NT MoM-otherPregnancy:-0.093
Maternal Lab History: APF MoM-otherPregnancy:-0.091
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.090
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.087
Diagnosis:9ccs229:Fx arm:0.086
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.085
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.085
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.479
Correlated most with:
Newborn Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Diagnosis:9ccs185:Long pregncy:0.343
Newborn Diagnosis:9ccs222:Perint jaund:0.121
Newborn Diagnosis:9ccs96:Hrt valve dx:0.091
Maternal Diagnosis:9ccs181:Ot preg comp:0.089
Diagnosis:9ccs7:Viral infect:-0.087
Newborn Diagnosis:9ccs256:Exam/eval:0.084
Maternal Diagnosis:9ccs195:Ot compl bir:0.082
Newborn Diagnosis:9ccs0:No DX:-0.080
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.077
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.462
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.511
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.309
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.258
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.244
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.497
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.345
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.214
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.196
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1123 | OR_unadj: 1.089 [0.854 1.390] | indivs AUC:0.463
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.512
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.310
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.257
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.245
Vital: Wt Percentile-gain13to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.093
Diagnosis:9ccs61:Sickle cell:-0.086
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.084
Maternal Lab History: MONOCYTE-postPregnancy:-0.083
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.082
Maternal Procedure History:90746-postPregnancy:0.077
Diagnosis:9ccs230:Fx leg:0.077
Maternal Diagnosis:10ccs189:Prev c-sectn-postPregnancy:-0.076
Maternal Diagnosis:9ccs39:Leukemias:0.075
Maternal Diagnosis:9ccs117:Ot circul dx:0.074
Vital: Ht-avg13to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.604
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.091
Diagnosis:9ccs240:Burns:0.087
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.084
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.080
Maternal Diagnosis:9ccs184:Early labor:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Diagnosis:9ccs133:Oth low resp:0.071
Maternal Diagnosis:9ccs244:Other injury:0.070
Maternal Lab History: T-3(Total)-postPregnancy:-0.069
Maternal Lab History: RBC-otherPregnancy:0.068
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.496
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.512
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.344
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.530
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.998
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.725
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.725
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.713
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712
Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 794 | OR_unadj: 1.158 [0.923 1.452] | indivs AUC:0.458
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir:1.000
MatDeliveryAge:0.147
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.140
Maternal Diagnosis:9ccs190:Fetal distrs:0.122
Maternal Diagnosis:9ccs191:Amnios dx:0.109
Maternal Diagnosis:9ccs183:HTN in preg:0.088
Newborn Diagnosis:9ccs256:Exam/eval:0.087
Diagnosis:9ccs76:Meningitis:-0.083
Maternal Diagnosis:9ccs46:Bnign ut neo:0.083
Newborn Diagnosis:9ccs224:Ot perint dx:0.082
* Vital: Wt Percentile-avg16to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.625
Correlated most with:
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.088
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.085
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.084
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.082
Maternal Diagnosis:9ccs185:Long pregncy:0.081
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Diagnosis:9ccs136:Teeth dx:-0.076
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.074
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.074
Vital: Ht Percentile-gain5to10 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.139
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.111
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.111
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.111
Maternal Lab History: IRON-postPregnancy:0.105
Maternal Lab History: PROLACTIN-postPregnancy:-0.100
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.099
Maternal Diagnosis:9ccs169:Endometrios:0.096
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.096
Maternal Lab History: COLONY COUNT-postPregnancy:-0.095
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.557
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.508
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.482
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.481
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.445
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.349
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.347
Maternal Diagnosis:9ccs176:Contraceptiv | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 154 | OR_unadj: 0.843 [0.556 1.278] | indivs AUC:0.483
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv:1.000
MatDeliveryAge:0.243
Maternal Diagnosis:9ccs189:Prev c-sectn:0.233
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.135
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.130
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.114
Maternal Diagnosis:9ccs143:Abdom hernia:0.109
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.107
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.106
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.105
Vital: Ht Percentile-avg7to10 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.527
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.101
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.088
Diagnosis:9ccs117:Ot circul dx:-0.084
Diagnosis:9ccs219:Low birth wt:-0.084
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.080
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.080
Diagnosis:9ccs223:Birth trauma:0.077
Maternal Lab History: T-3(Total)-postPregnancy:-0.076
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.076
Newborn Diagnosis:9ccs138:Esophgeal dx:-0.075
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.512
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.996
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.919
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.915
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.783
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.714
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.711
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.667
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.663
Maternal Diagnosis:9ccs190:Fetal distrs | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 408 | OR_unadj: 1.221 [0.942 1.584] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs190:Fetal distrs:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.173
Maternal Diagnosis:9ccs195:Ot compl bir:0.122
Maternal Diagnosis:9ccs185:Long pregncy:0.103
Maternal Diagnosis:9ccs184:Early labor:-0.089
Newborn Diagnosis:9ccs219:Low birth wt:-0.082
Maternal Diagnosis:9ccs176:Contraceptiv:-0.081
Maternal Diagnosis:9ccs181:Ot preg comp:0.076
Diagnosis:9ccs240:Burns:0.076
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.075
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.556
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.507
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.480
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.444
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.348
Vital: HR-avg1to3 | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs230:Fx leg:-0.135
Maternal Procedure History:96372-otherPregnancy:0.122
Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.119
Diagnosis:9ccs7:Viral infect:0.104
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.102
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.102
Diagnosis:9ccs9:Sexual Infxs:0.101
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.095
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:0.091
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Vital: HR-avg10to13 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.098
Maternal Lab History: PO2-postPregnancy:-0.096
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.094
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.094
Diagnosis:9ccs129:Asp pneumon:0.094
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.089
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.084
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.084
Maternal Procedure History:20550-postPregnancy:-0.083
Maternal Procedure History:J3301-postPregnancy:-0.083
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.505
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.999
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.335
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.310
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.299
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.293
Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs113:Late eff CVD:0.219
Diagnosis:9ccs94:Other ear dx:0.205
Diagnosis:9ccs95:Oth nerv dx:0.179
Number of Visits:0.130
Diagnosis:9ccs10:Immuniz/scrn:0.122
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.101
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.094
Diagnosis:9ccs70:Schizo/rl dx:0.093
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.091
* Vital: Ht-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.589
Correlated most with:
Maternal Procedure History:90801-postPregnancy:-0.156
Maternal Lab History: TSH-postPregnancy:-0.137
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.132
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.124
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.119
Maternal Lab History: A/G RATIO-postPregnancy:0.119
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.111
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.108
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.103
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:-0.103
Vital: Wt Percentile-gain7to13 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 663 | OR_unadj: 1.165 [0.818 1.659] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: HCG-otherPregnancy:-0.180
Maternal Lab History: NT MoM-otherPregnancy:-0.179
Maternal Lab History: APF MoM-otherPregnancy:-0.175
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.175
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.165
Maternal Lab History: INHMOM-otherPregnancy:-0.155
Maternal Lab History: INHMOM-postPregnancy:-0.144
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.142
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.135
Maternal Lab History: HERPES I IgG-postPregnancy:0.129
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.514
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.996
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.919
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.916
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.785
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.714
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.712
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.666
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.664
Vital: Wt Percentile-gain16to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.089
Maternal Diagnosis:9ccs39:Leukemias:-0.089
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.082
Diagnosis:9ccs115:Aneurysm:-0.082
Newborn Diagnosis:9ccs47:Ot bnign neo:-0.082
Diagnosis:9ccs143:Abdom hernia:-0.079
Maternal Diagnosis:9ccs172:Ovarian cyst:0.074
Diagnosis:9ccs4:Mycoses:-0.071
Diagnosis:9ccs181:Ot preg comp:0.071
Maternal Diagnosis:9ccs208:Acq foot def:-0.070
* Vital: HR-avg5to7 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.525
Correlated most with:
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.174
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.174
Diagnosis:9ccs221:Resp distres:0.164
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.152
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.138
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.130
Diagnosis:9ccs228:Fx skull fac:0.125
Maternal Procedure History:93005-otherPregnancy:0.119
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.116
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.113
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.507
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.999
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.336
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.298
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.292
Vital: HR-avg19to24 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in:0.116
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.105
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:-0.096
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:-0.095
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:-0.095
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:-0.095
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.093
Maternal Lab History: FOLATE-postPregnancy:-0.088
Diagnosis:9ccs167:Breast dx:0.082
Lab:294199 BILIRUBIN SCAN - LMC:0.081
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.483
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.916
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.744
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.743
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.714
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712
Maternal Diagnosis:9ccs185:Long pregncy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 418 | OR_unadj: 1.131 [0.872 1.468] | indivs AUC:0.522
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:1.000
Newborn Diagnosis:9ccs224:Ot perint dx:0.343
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.151
Maternal Diagnosis:9ccs184:Early labor:-0.146
Newborn Diagnosis:9ccs219:Low birth wt:-0.141
Maternal Diagnosis:9ccs186:DM in preg:-0.118
Maternal Diagnosis:9ccs190:Fetal distrs:0.103
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.082
Diagnosis:9ccs197:Skin infectn:0.082
Maternal Diagnosis:9ccs128:Asthma:-0.076
* Vital: Ht-gain0to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.588
Correlated most with:
Maternal Procedure History:90801-postPregnancy:-0.157
Maternal Lab History: TSH-postPregnancy:-0.137
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.131
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.130
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.120
Maternal Lab History: A/G RATIO-postPregnancy:0.120
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.111
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.108
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.108
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:-0.105
Vital: HC-gain13to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.078
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.069
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.068
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.068
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.064
Maternal Lab History: COLONY COUNT-postPregnancy:-0.064
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.064
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.063
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.062
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.062
Vital: Wt Change-avg7to10 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 504 | OR_unadj: 0.896 [0.600 1.337] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:-0.141
Maternal Lab History: GFR Calculation-postPregnancy:-0.141
Diagnosis:9ccs92:Otitis media:-0.126
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:0.114
Diagnosis:9ccs125:Bronchitis:-0.100
Number of Visits:-0.100
Maternal Procedure History:90656-postPregnancy:0.100
Maternal Diagnosis:9ccs90:Eye infectn:0.098
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.094
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.089
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.489
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.794
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.792
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787
Vital: Ht Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.451
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.110
Diagnosis:9ccs0:No DX:0.103
Maternal Diagnosis:9ccs72:Anxiety dx:0.097
Diagnosis:9ccs105:Conduction:0.092
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:0.088
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.087
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.086
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.086
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.086
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.085
* Vital: Wt Percentile-avg10to13 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 638 | OR_unadj: 1.802 [1.392 2.332] | indivs AUC:0.629
Correlated most with:
Maternal Lab History: IRON-postPregnancy:-0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.093
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:-0.089
Newborn Diagnosis:9ccs138:Esophgeal dx:-0.087
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.086
Newborn Diagnosis:9ccs191:Amnios dx:0.083
Diagnosis:9ccs136:Teeth dx:-0.082
Diagnosis:9ccs129:Asp pneumon:-0.078
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.077
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.493
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.491
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.485
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.462
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1129 | OR_unadj: 0.852 [0.649 1.119] | indivs AUC:0.485
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.918
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.915
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.744
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.744
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.713
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.712
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.494
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744
* Vital: Wt Percentile-avg13to16 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 654 | OR_unadj: 1.705 [1.318 2.206] | indivs AUC:0.617
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.108
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Diagnosis:9ccs239:Superfic inj:-0.092
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.084
Maternal Procedure History:92551-postPregnancy:-0.081
Diagnosis:9ccs136:Teeth dx:-0.079
Newborn Diagnosis:9ccs138:Esophgeal dx:-0.079
Diagnosis:9ccs9:Sexual Infxs:-0.078
Maternal Procedure History:85018-postPregnancy:-0.077
Maternal Procedure History:87880-postPregnancy:-0.075
Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.488
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.918
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.916
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.794
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.792
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.788
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.002] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.492
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.487
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.463
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.462
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.440
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.393
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392
Vital: Wt Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.428
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:0.164
Diagnosis:9ccs0:No DX:0.147
Maternal Lab History: APTT-postPregnancy:-0.102
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.098
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.098
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.098
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.096
Maternal Diagnosis:9ccs117:Ot circul dx:-0.094
Diagnosis:9ccs230:Fx leg:-0.093
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.093
* Vital: BMI Percentile-latest | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 247 | OR_unadj: 2.918 [2.034 4.185] | indivs AUC:0.569
Correlated most with:
Maternal Lab History: LH-postPregnancy:0.130
Maternal Diagnosis:9ccs72:Anxiety dx:-0.123
Diagnosis:9ccs214:GI cong anom:-0.105
Maternal Lab History: PROGESTERONE-postPregnancy:-0.101
Maternal Lab History: TSH-postPregnancy:0.101
Maternal Diagnosis:9ccs120:Hemmorhoids:-0.100
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.094
Newborn Diagnosis:9ccs253:Allergy:-0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.088
Diagnosis:9ccs72:Anxiety dx:-0.087
Maternal Lab History: RDW-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 550 | OR_unadj: 0.926 [0.655 1.310] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: RDW-postPregnancy:1.000
Maternal Lab History: MCH-postPregnancy:-0.561
Maternal Lab History: MCV-postPregnancy:-0.551
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.496
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.407
Maternal Lab History: RDW-otherPregnancy:0.351
Maternal Lab History: MCH-otherPregnancy:-0.323
Maternal Lab History: MCV-otherPregnancy:-0.301
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.276
Maternal Lab History: ALBUMIN-postPregnancy:-0.265
* Vital: Ht Percentile-avg16to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: T-3(Total)-postPregnancy:-0.082
Maternal Procedure History:J1055-postPregnancy:-0.076
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.076
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.074
Maternal Procedure History:90772-postPregnancy:-0.074
Maternal Procedure History:59430-postPregnancy:-0.073
Diagnosis:9ccs147:Anal/rectal:0.072
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.071
Maternal Diagnosis:9ccs184:Early labor:-0.070
Diagnosis:9ccs223:Birth trauma:0.069
Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1123 | OR_unadj: 0.979 [0.754 1.271] | indivs AUC:0.497
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.997
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.948
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.946
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.919
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.915
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.794
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.792
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744
Vital: BMI-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 476 | OR_unadj: 1.407 [0.733 2.700] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.391
Maternal Lab History: HCG-otherPregnancy:0.336
Maternal Procedure History:81000-postPregnancy:0.331
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.317
Maternal Lab History: INHMOM-postPregnancy:0.314
Maternal Lab History: INHMOM-otherPregnancy:0.297
Maternal Lab History: NT MoM-otherPregnancy:0.297
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.294
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.294
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.272
Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.527
Correlated most with:
Newborn Diagnosis:9ccs259:Unclassified:1.000
Maternal Diagnosis:9ccs186:DM in preg:0.347
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.241
Maternal Diagnosis:9ccs49:DiabMel no c:0.168
Maternal Diagnosis:9ccs130:Pleurisy:0.164
MatDeliveryAge:0.132
Diagnosis:9ccs56:Cystic fibro:0.132
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.132
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:0.116
Maternal Diagnosis:9ccs97:Carditis:0.116
Vital: BP-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 268 | OR_unadj: 0.904 [0.578 1.413] | indivs AUC:0.519
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.398
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.348
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.288
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.258
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.246
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.212
Maternal Lab History: WEIGHT-otherPregnancy:0.211
Maternal Lab History: RBC-otherPregnancy:0.210
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.201
Maternal Procedure History:81000-otherPregnancy:-0.185
Vital: HR-avg7to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.146
Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.146
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.117
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.115
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.115
Maternal Lab History: TP VOLUME-otherPregnancy:0.106
Maternal Diagnosis:9ccs202:Rheum arth:0.098
Maternal Procedure History:87880-postPregnancy:0.097
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.090
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.089
* Vital: Ht-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 482 | OR_unadj: 0.662 [0.460 0.953] | indivs AUC:0.442
Correlated most with:
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.200
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.170
Maternal Procedure History:99000-postPregnancy:0.148
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.148
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.146
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.146
Maternal Procedure History:86703-postPregnancy:0.134
Maternal Diagnosis:9ccs172:Ovarian cyst:0.128
Maternal Lab History: RDW-postPregnancy:-0.127
Maternal Lab History: HEMATOCRIT-postPregnancy:0.127
Vital: Ht Percentile-gain13to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.521
Correlated most with:
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.093
Maternal Diagnosis:9ccs39:Leukemias:0.090
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:-0.086
Maternal Diagnosis:10ccs168:PID-postPregnancy:-0.079
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:-0.079
Maternal Lab History: GLUCOSE-otherPregnancy:0.074
Maternal Diagnosis:9ccs84:Headache/mig:-0.073
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.069
Diagnosis:9ccs244:Other injury:0.068
Newborn Diagnosis:9ccs191:Amnios dx:-0.067
Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1129 | OR_unadj: 0.967 [0.745 1.256] | indivs AUC:0.496
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.997
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.949
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.919
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.916
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.794
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.792
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.743
* Vital: Ht Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.594
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.084
Diagnosis:9ccs229:Fx arm:0.084
Maternal Lab History: T-3(Total)-postPregnancy:-0.084
Maternal Procedure History:59430-postPregnancy:-0.077
Diagnosis:9ccs136:Teeth dx:-0.075
Diagnosis:9ccs59:Anemia:-0.074
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.071
Maternal Diagnosis:9ccs185:Long pregncy:0.071
Maternal Diagnosis:9ccs155:Other GI dx:0.068
Maternal Diagnosis:9ccs184:Early labor:-0.066
* Vital: Ht Percentile-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.596
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.086
Diagnosis:9ccs229:Fx arm:0.084
Maternal Lab History: T-3(Total)-postPregnancy:-0.084
Diagnosis:9ccs136:Teeth dx:-0.078
Maternal Procedure History:59430-postPregnancy:-0.077
Diagnosis:9ccs59:Anemia:-0.076
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.071
Maternal Diagnosis:9ccs155:Other GI dx:0.069
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.067
Maternal Diagnosis:9ccs185:Long pregncy:0.066
Vital: Wt Change-avg3to5 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 370 | OR_unadj: 0.972 [0.656 1.439] | indivs AUC:0.525
Correlated most with:
Maternal Diagnosis:9ccs194:Forceps del:-0.128
Maternal Lab History: GFR in African American-postPregnancy:-0.113
Maternal Lab History: GFR Calculation-postPregnancy:-0.113
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.112
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.102
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.099
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.098
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.098
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.098
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.097
Maternal Diagnosis:9ccs189:Prev c-sectn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 260 | OR_unadj: 1.185 [0.871 1.613] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.296
Maternal Diagnosis:9ccs176:Contraceptiv:0.233
MatDeliveryAge:0.193
Maternal Diagnosis:9ccs190:Fetal distrs:-0.173
Maternal Diagnosis:9ccs185:Long pregncy:-0.151
Maternal Diagnosis:9ccs168:PID:0.142
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.139
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.124
Maternal Diagnosis:9ccs155:Other GI dx:0.101
Diagnosis:9ccs123:Influenza | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Diagnosis:9ccs188:Pelvic obstr:0.184
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.184
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.184
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.154
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.153
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.148
Maternal Lab History: PTT-otherPregnancy:0.144
Maternal Lab History: INR-otherPregnancy:0.137
Maternal Procedure History:93005-otherPregnancy:0.134
Vital: Ht Percentile-gain3to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.513
Correlated most with:
Maternal Diagnosis:9ccs172:Ovarian cyst:0.110
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.100
Newborn Diagnosis:9ccs166:Oth male gen:0.094
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:-0.094
Lab:294199 BILIRUBIN SCAN - LMC:0.094
Maternal Lab History: LEAD LEVEL-otherPregnancy:0.088
Maternal Lab History: ANION GAP-postPregnancy:-0.083
Maternal Lab History: IRON-otherPregnancy:0.080
Maternal Lab History: GFR Calculation-postPregnancy:-0.080
Maternal Lab History: GFR in African American-postPregnancy:-0.080
Vital: BP-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 581 | OR_unadj: 0.781 [0.558 1.093] | indivs AUC:0.457
Correlated most with:
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.225
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.213
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.186
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.185
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.163
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.144
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.142
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.135
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.132
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.132
Vital: HR-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 489 | OR_unadj: 0.990 [0.709 1.381] | indivs AUC:0.519
Correlated most with:
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.218
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.180
Maternal Procedure History:93005-otherPregnancy:-0.148
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.146
Maternal Diagnosis:9ccs120:Hemmorhoids:0.133
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.115
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.115
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.108
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.107
Maternal Procedure History:81000-postPregnancy:0.106
Maternal Lab History: HEMATOCRIT-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 550 | OR_unadj: 0.931 [0.684 1.267] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: HEMATOCRIT-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.945
Maternal Lab History: RBC-postPregnancy:0.770
Maternal Lab History: RDW-postPregnancy:-0.407
Maternal Lab History: MCV-postPregnancy:0.351
Maternal Lab History: BASOPHIL-postPregnancy:0.317
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.313
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.297
Maternal Lab History: ALBUMIN-postPregnancy:0.289
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.289
Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs200:Oth skin dx:0.229
Diagnosis:9ccs126:Ot up rsp in:0.198
Diagnosis:9ccs255:Social admin:0.198
Diagnosis:9ccs10:Immuniz/scrn:0.198
Diagnosis:9ccs198:Ot infl skin:0.187
Number of Visits:0.186
Diagnosis:9ccs155:Other GI dx:0.183
Diagnosis:9ccs7:Viral infect:0.174
Diagnosis:9ccs257:Ot aftercare:0.174
Vital: Wt Change-avg13to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 626 | OR_unadj: 0.825 [0.577 1.179] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs1:Tuberculosis-postPregnancy:0.175
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.149
Maternal Procedure History:J7302-postPregnancy:-0.139
Diagnosis:9ccs61:Sickle cell:0.136
Lab:294199 BILIRUBIN SCAN - LMC:-0.120
Diagnosis:9ccs92:Otitis media:-0.111
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Number of Visits:-0.094
Diagnosis:9ccs125:Bronchitis:-0.087
Diagnosis:9ccs126:Ot up rsp in:-0.087
Vital: Ht Percentile-gain1to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.481
Correlated most with:
Newborn Diagnosis:9ccs220:Birth asphyx:0.121
Maternal Lab History: UIBC-postPregnancy:-0.112
Maternal Lab History: PROGESTERONE-postPregnancy:-0.110
Maternal Diagnosis:9ccs198:Ot infl skin:0.106
Maternal Lab History: MONOS-otherPregnancy:-0.099
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.093
Maternal Lab History: TSH-postPregnancy:0.091
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.089
Maternal Procedure History:90801-postPregnancy:0.088
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.087
* Diagnosis:9ccs128:Asthma | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs122:Pneumonia:0.304
Diagnosis:9ccs125:Bronchitis:0.246
Diagnosis:9ccs92:Otitis media:0.232
Diagnosis:9ccs257:Ot aftercare:0.189
Number of Visits:0.187
Diagnosis:9ccs133:Oth low resp:0.170
Diagnosis:9ccs127:COPD:0.160
Diagnosis:9ccs126:Ot up rsp in:0.156
Diagnosis:9ccs7:Viral infect:0.137
Maternal Lab History: EOSINOPHIL-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 504 | OR_unadj: 1.043 [0.709 1.532] | indivs AUC:0.537
Correlated most with:
Maternal Lab History: EOSINOPHIL-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.447
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.354
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.312
Maternal Lab History: BASOPHIL-postPregnancy:0.292
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.289
Maternal Lab History: RBC-postPregnancy:0.230
Maternal Lab History: WBC-postPregnancy:-0.205
Diagnosis:9ccs109:Acute CVD:0.175
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.174
Vital: Wt Change-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.557
Correlated most with:
Diagnosis:9ccs125:Bronchitis:-0.121
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.107
Diagnosis:9ccs92:Otitis media:-0.106
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:0.098
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.089
Number of Visits:-0.088
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.086
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.086
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.086
Diagnosis:9ccs7:Viral infect:-0.086
Maternal Diagnosis:9ccs191:Amnios dx | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 166 | OR_unadj: 1.096 [0.751 1.599] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs191:Amnios dx:1.000
Newborn Diagnosis:9ccs256:Exam/eval:0.139
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.128
Maternal Diagnosis:9ccs195:Ot compl bir:0.109
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.107
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.107
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.104
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.104
Newborn Diagnosis:9ccs253:Allergy:0.103
Newborn Diagnosis:9ccs219:Low birth wt:0.099
Maternal Lab History: LYMPHOCYTE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 507 | OR_unadj: 0.769 [0.544 1.086] | indivs AUC:0.465
Correlated most with:
Maternal Lab History: LYMPHOCYTE-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.793
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.616
Maternal Lab History: WBC-postPregnancy:-0.550
Maternal Lab History: ABS LYMPH-postPregnancy:0.466
Maternal Lab History: BASOPHIL-postPregnancy:0.461
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.377
Maternal Lab History: POLYS-postPregnancy:-0.374
Maternal Lab History: EOSINOPHIL-postPregnancy:0.312
Maternal Lab History: HEMATOCRIT-postPregnancy:0.297
* Vital: Wt Percentile-gain1to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 424 | OR_unadj: 0.622 [0.403 0.960] | indivs AUC:0.492
Correlated most with:
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.144
Maternal Lab History: IRON-otherPregnancy:-0.125
Maternal Diagnosis:9ccs140:Gastritis:0.118
Maternal Lab History: MONOCYTE-otherPregnancy:-0.117
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.105
Maternal Procedure History:90801-postPregnancy:0.104
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.096
Maternal Lab History: TSH-postPregnancy:0.096
Newborn Diagnosis:9ccs47:Ot bnign neo:0.092
Maternal Lab History: UIBC-postPregnancy:-0.092
* Vital: Wt Percentile-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 536 | OR_unadj: 1.504 [1.134 1.995] | indivs AUC:0.627
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.097
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.097
Diagnosis:9ccs138:Esophgeal dx:-0.096
Newborn Diagnosis:9ccs138:Esophgeal dx:-0.095
Newborn Diagnosis:9ccs191:Amnios dx:0.092
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Lab History: TWIN B NT-postPregnancy:-0.088
Maternal Lab History: TWIN B CRL-postPregnancy:-0.088
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.088
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.087
Vital: Wt Percentile-gain3to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccs181:Ot preg comp:-0.138
Maternal Lab History: LEAD LEVEL-otherPregnancy:0.131
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.128
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:-0.128
Maternal Diagnosis:9ccs84:Headache/mig:0.119
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:-0.115
Maternal Lab History: PAPP-A-postPregnancy:-0.108
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.106
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.102
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.099
Maternal Lab History: WBC-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 549 | OR_unadj: 1.015 [0.727 1.418] | indivs AUC:0.556
Correlated most with:
Maternal Lab History: WBC-postPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.789
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.661
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.550
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.465
Maternal Lab History: BASOPHIL-postPregnancy:-0.356
Maternal Lab History: WBC-otherPregnancy:0.296
Maternal Lab History: ABS LYMPH-postPregnancy:0.233
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.228
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.222
Vital: Ht Percentile-avg1to3 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.528
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:0.097
Maternal Lab History: GFR in African American-postPregnancy:0.097
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Diagnosis:9ccs184:Early labor:-0.095
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Maternal Lab History: APF MoM-otherPregnancy:-0.087
Maternal Lab History: IRON-otherPregnancy:-0.084
Diagnosis:9ccs117:Ot circul dx:-0.082
Diagnosis:9ccs98:HTN:-0.082
Maternal Lab History: MCV-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 550 | OR_unadj: 0.841 [0.617 1.148] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: MCV-postPregnancy:1.000
Maternal Lab History: MCH-postPregnancy:0.745
Maternal Lab History: RDW-postPregnancy:-0.551
Maternal Lab History: MCV-otherPregnancy:0.464
Maternal Lab History: MCH-otherPregnancy:0.414
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.389
Maternal Lab History: HEMATOCRIT-postPregnancy:0.351
Maternal Lab History: RBC-postPregnancy:-0.322
Maternal Lab History: Alk Phos-postPregnancy:-0.220
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.219
Maternal Lab History: NEUTROPHILS-5P-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 439 | OR_unadj: 0.858 [0.606 1.215] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.793
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.751
Maternal Lab History: ABS LYMPH-postPregnancy:-0.545
Maternal Lab History: WBC-postPregnancy:0.465
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.447
Maternal Lab History: BASOPHIL-postPregnancy:-0.368
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.364
Maternal Lab History: RBC-postPregnancy:-0.261
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.227
Maternal Diagnosis:9ccs181:Ot preg comp | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 448 | OR_unadj: 1.076 [0.833 1.391] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.536
Maternal Diagnosis:9ccs59:Anemia:0.373
Maternal Diagnosis:9ccs128:Asthma:0.203
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.201
Maternal Diagnosis:9ccs60:Acut p-h anm:0.176
Maternal Diagnosis:9ccs106:Dysrhythmia:0.152
Maternal Diagnosis:9ccs48:Thyroid dsor:0.136
Maternal Diagnosis:9ccs149:Biliary dx:0.136
Maternal Diagnosis:9ccs168:PID:0.128
Vital: Wt-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 587 | OR_unadj: 1.252 [0.913 1.716] | indivs AUC:0.536
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.370
Maternal Lab History: WEIGHT-otherPregnancy:0.360
Maternal Lab History: WEIGHT-postPregnancy:0.344
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.321
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.256
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.222
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.191
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.191
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.182
Maternal Lab History: VLDL-postPregnancy:0.179
Lab:294495 LEAD, BLOOD - LMC | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:294495 LEAD, BLOOD - LMC:1.000
Maternal Diagnosis:9ccs7:Viral infect:0.251
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.239
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.201
Maternal Diagnosis:9ccs106:Dysrhythmia:0.155
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.132
Maternal Lab History: WEIGHT-postPregnancy:0.125
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.104
Diagnosis:9ccs95:Oth nerv dx:-0.103
Newborn Diagnosis:9ccs217:Ot cong anom:0.099
Vital: HR-avg0to1 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs104:Oth heart dx:0.167
Diagnosis:9ccs259:Unclassified:0.140
Maternal Diagnosis:9ccs138:Esophgeal dx:0.136
Maternal Diagnosis:9ccs107:Cardia arrst:0.103
Newborn Diagnosis:9ccs204:Ot joint dx:0.093
Newborn Diagnosis:9ccs97:Carditis:-0.091
Newborn Diagnosis:9ccs239:Superfic inj:-0.091
Newborn Diagnosis:9ccs104:Oth heart dx:-0.091
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.082
Diagnosis:9ccs162:Ot dx bladdr:-0.082
Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.531
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs92:Otitis media:0.369
Diagnosis:9ccs255:Social admin:0.356
Number of Visits:0.332
Diagnosis:9ccs10:Immuniz/scrn:0.309
Diagnosis:9ccs257:Ot aftercare:0.279
Diagnosis:9ccs7:Viral infect:0.270
Diagnosis:9ccs125:Bronchitis:0.250
Diagnosis:9ccs90:Eye infectn:0.206
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.472
Diagnosis:9ccs126:Ot up rsp in:0.309
Diagnosis:9ccs7:Viral infect:0.243
Diagnosis:9ccs257:Ot aftercare:0.212
Diagnosis:9ccs92:Otitis media:0.200
Diagnosis:9ccs253:Allergy:0.198
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.161
Diagnosis:9ccs90:Eye infectn:0.151
Maternal Lab History: ABS LYMPH-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 437 | OR_unadj: 0.870 [0.606 1.251] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: ABS LYMPH-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.545
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.466
Maternal Lab History: ABS LYMPH-otherPregnancy:0.238
Maternal Lab History: WBC-postPregnancy:0.233
Maternal Lab History: PLATELET COUNT-postPregnancy:0.195
Maternal Lab History: EOSINOPHIL-postPregnancy:0.160
Maternal Lab History: RBC-postPregnancy:0.144
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.137
Maternal Lab History: FASTING-postPregnancy:0.128
Vital: Ht Percentile-avg13to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.548
Correlated most with:
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.088
Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.088
Maternal Lab History: T-3(Total)-postPregnancy:-0.084
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.082
Maternal Lab History: TSH-postPregnancy:0.078
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Procedure History:59430-postPregnancy:-0.075
Maternal Lab History: TEST NAME-otherPregnancy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.072
Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.369
Number of Visits:0.277
Diagnosis:9ccs257:Ot aftercare:0.273
Diagnosis:9ccs128:Asthma:0.232
Diagnosis:9ccs125:Bronchitis:0.230
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs90:Eye infectn:0.204
Diagnosis:9ccs10:Immuniz/scrn:0.200
Maternal Lab History: MCH-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 550 | OR_unadj: 0.875 [0.645 1.187] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: MCH-postPregnancy:1.000
Maternal Lab History: MCV-postPregnancy:0.745
Maternal Lab History: RDW-postPregnancy:-0.561
Maternal Lab History: MCH-otherPregnancy:0.447
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.397
Maternal Lab History: MCV-otherPregnancy:0.389
Maternal Lab History: RBC-postPregnancy:-0.345
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.289
Maternal Lab History: RDW-otherPregnancy:-0.273
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.211
Vital: Wt Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 396 | OR_unadj: 1.125 [0.805 1.571] | indivs AUC:0.565
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.114
Newborn Diagnosis:9ccs217:Ot cong anom:0.107
Maternal Lab History: IRON-postPregnancy:-0.103
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.092
Maternal Diagnosis:9ccs1:Tuberculosis-postPregnancy:-0.092
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Maternal Lab History: TSH-postPregnancy:0.086
Maternal Lab History: LH-postPregnancy:0.085
Lab:323854 CULTURE FECES - Sunrise:0.081
* Maternal Lab History: MPV-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 481 | OR_unadj: 0.644 [0.440 0.942] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: MPV-postPregnancy:1.000
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.417
Maternal Lab History: MPV-otherPregnancy:0.404
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.240
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.217
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.207
Maternal Diagnosis:9ccs86:Cataract-postPregnancy:0.207
Maternal Lab History: TSH-postPregnancy:0.173
Maternal Lab History: RBC-postPregnancy:-0.163
Maternal Lab History: RDW-postPregnancy:0.160
Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.473
Newborn Diagnosis:9ccs96:Hrt valve dx:0.250
Diagnosis:9ccs117:Ot circul dx:0.228
Newborn Diagnosis:9ccs213:Cardiac anom:0.208
Newborn Diagnosis:9ccs216:Nerv cong an:0.131
Diagnosis:9ccs245:Syncope:0.131
Diagnosis:9ccs244:Other injury:0.101
Maternal Diagnosis:9ccs149:Biliary dx:0.101
Diagnosis:9ccs91:Other eye dx:0.097
Vital: Ht Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs223:Birth trauma:0.105
Maternal Lab History: TEST NAME-otherPregnancy:0.104
Maternal Lab History: HERPES II IgG-otherPregnancy:0.100
Maternal Lab History: UIBC-postPregnancy:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.091
Maternal Lab History: PROGESTERONE-postPregnancy:-0.091
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.086
Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.084
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.084
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.084
Maternal Lab History: RBC-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 550 | OR_unadj: 0.781 [0.564 1.080] | indivs AUC:0.454
Correlated most with:
Maternal Lab History: RBC-postPregnancy:1.000
Maternal Lab History: HEMATOCRIT-postPregnancy:0.770
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.690
Maternal Lab History: MCH-postPregnancy:-0.345
Maternal Lab History: MCV-postPregnancy:-0.322
Maternal Lab History: RBC-otherPregnancy:0.290
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.286
Maternal Lab History: BASOPHIL-postPregnancy:0.270
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.261
Maternal Lab History: EOSINOPHIL-postPregnancy:0.230
Vital: Wt Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 363 | OR_unadj: 1.189 [0.815 1.732] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.137
Diagnosis:9ccs181:Ot preg comp:0.135
Maternal Lab History: IRON-otherPregnancy:0.131
Diagnosis:9ccs129:Asp pneumon:-0.130
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.125
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.125
Newborn Diagnosis:9ccs166:Oth male gen:0.124
Maternal Lab History: MONOCYTE-otherPregnancy:0.121
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.118
Maternal Diagnosis:9ccs211:Ot conn tiss:0.112
* Maternal Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 12 | OR_unadj: 5.024 [1.585 15.918] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs98:HTN:1.000
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.288
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.288
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.237
Maternal Diagnosis:9ccs183:HTN in preg:0.230
Maternal Procedure History:93005-otherPregnancy:0.208
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.205
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.205
Lab:292147 TSH - Sunrise:-0.188
Maternal Procedure History:93005-postPregnancy:0.164
Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Diagnosis:9ccs125:Bronchitis:0.288
Diagnosis:9ccs126:Ot up rsp in:0.279
Diagnosis:9ccs92:Otitis media:0.273
Number of Visits:0.226
Diagnosis:9ccs7:Viral infect:0.225
Diagnosis:9ccs10:Immuniz/scrn:0.212
Diagnosis:9ccs255:Social admin:0.197
Diagnosis:9ccs128:Asthma:0.189
Diagnosis:9ccs122:Pneumonia:0.182
Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Diagnosis:9ccs126:Ot up rsp in:0.270
Number of Visits:0.267
Diagnosis:9ccs10:Immuniz/scrn:0.243
Diagnosis:9ccs257:Ot aftercare:0.225
Diagnosis:9ccs125:Bronchitis:0.219
Diagnosis:9ccs92:Otitis media:0.216
Diagnosis:9ccs200:Oth skin dx:0.216
Diagnosis:9ccs155:Other GI dx:0.202
Diagnosis:9ccs255:Social admin:0.189
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 223 | OR_unadj: 0.953 [0.574 1.583] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:1.000
Lab:294147 FREE T4 - LMC:-0.208
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.203
Lab:294205 TSH REFLEX TO FT4 - LMC:0.167
Maternal Diagnosis:9ccs186:DM in preg:0.167
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.165
Diagnosis:9ccs204:Ot joint dx:0.160
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.150
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.150
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.148
Maternal Lab History: HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 550 | OR_unadj: 1.000 [0.742 1.347] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: HEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: HEMATOCRIT-postPregnancy:0.945
Maternal Lab History: RBC-postPregnancy:0.690
Maternal Lab History: RDW-postPregnancy:-0.496
Maternal Lab History: MCH-postPregnancy:0.397
Maternal Lab History: MCV-postPregnancy:0.389
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.377
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.325
Maternal Lab History: MCH-otherPregnancy:0.281
Maternal Lab History: ALBUMIN-postPregnancy:0.274
Vital: Ht Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.159
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:-0.136
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:-0.136
Maternal Procedure History:97803-otherPregnancy:0.133
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.118
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.117
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.110
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.107
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.104
Diagnosis:9ccs162:Ot dx bladdr:0.103
Vital: HR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.468
Correlated most with:
Maternal Lab History: FOLATE-postPregnancy:-0.107
Diagnosis:9ccs70:Schizo/rl dx:-0.102
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.100
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.100
Diagnosis:9ccs9:Sexual Infxs:0.091
Diagnosis:9ccs44:Neoplsm unsp:-0.089
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.088
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.088
Maternal Diagnosis:9ccs8:Oth infectns:-0.087
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.082
* Maternal Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 29 | OR_unadj: 2.939 [1.401 6.164] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.215
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.213
Maternal Diagnosis:9ccs181:Ot preg comp:0.201
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.184
Maternal Diagnosis:9ccs107:Cardia arrst:0.184
Newborn Diagnosis:9ccs252:Fatigue:0.184
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.184
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.184
Maternal Diagnosis:9ccs128:Asthma:0.183
Maternal Lab History: MCV-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 241 | OR_unadj: 0.683 [0.426 1.095] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: MCV-otherPregnancy:1.000
Maternal Lab History: MCH-otherPregnancy:0.775
Maternal Lab History: RDW-otherPregnancy:-0.533
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.489
Maternal Lab History: MCV-postPregnancy:0.464
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.451
Maternal Lab History: MCH-postPregnancy:0.389
Maternal Lab History: RBC-otherPregnancy:-0.334
Maternal Lab History: RDW-postPregnancy:-0.301
Maternal Lab History: IRON-postPregnancy:0.233
* Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 561 | OR_unadj: 0.770 [0.600 0.988] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:1.000
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.640
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.631
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.559
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.535
Maternal Lab History: CREATININE-postPregnancy:-0.534
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.507
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.498
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.496
Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.440
Vital: Wt Change-avg1to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 316 | OR_unadj: 0.819 [0.534 1.257] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs162:Ot dx bladdr:-0.124
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.113
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.112
Diagnosis:9ccs2619:e codes: other specified- nec:0.107
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.106
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.106
Maternal Lab History: MONOCYTE-otherPregnancy:0.097
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.092
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.090
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.089
Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.234
Diagnosis:9ccs126:Ot up rsp in:0.182
Diagnosis:9ccs257:Ot aftercare:0.171
Diagnosis:9ccs7:Viral infect:0.168
Diagnosis:9ccs125:Bronchitis:0.167
Diagnosis:9ccs92:Otitis media:0.154
Diagnosis:9ccs10:Immuniz/scrn:0.145
Diagnosis:9ccs255:Social admin:0.136
Diagnosis:9ccs155:Other GI dx:0.131
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 186 | OR_unadj: 1.175 [0.737 1.873] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.294
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.178
Maternal Lab History: SODIUM-otherPregnancy:-0.173
Maternal Lab History: BUN-otherPregnancy:0.171
Maternal Lab History: ANION GAP-otherPregnancy:-0.167
Maternal Diagnosis:9ccs126:Ot up rsp in:-0.166
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.165
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.157
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.157
Vital: Wt for Len Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 504 | OR_unadj: 1.284 [0.941 1.751] | indivs AUC:0.522
Correlated most with:
Maternal Diagnosis:9ccs36:Thyroid cncr:0.083
Maternal Lab History: PROLACTIN-postPregnancy:-0.075
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.072
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.070
Maternal Diagnosis:9ccs190:Fetal distrs:0.069
Diagnosis:9ccs2620:E Codes: Unspecified:-0.068
Lab:294147 FREE T4 - LMC:0.066
Maternal Lab History: ANION GAP-postPregnancy:-0.066
Maternal Procedure History:90746-postPregnancy:0.066
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.066
* Maternal Diagnosis:9ccs186:DM in preg | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 190 | OR_unadj: 1.605 [1.150 2.240] | indivs AUC:0.549
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg:1.000
Maternal Diagnosis:9ccs49:DiabMel no c:0.454
Newborn Diagnosis:9ccs259:Unclassified:0.347
MatDeliveryAge:0.233
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.230
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.175
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.146
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.127
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.119
Vital: Wt Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 348 | OR_unadj: 1.343 [0.953 1.892] | indivs AUC:0.567
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Newborn Diagnosis:9ccs219:Low birth wt:-0.105
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:-0.102
Diagnosis:9ccs219:Low birth wt:-0.099
Maternal Lab History: GLUCOSE-postPregnancy:0.097
Maternal Lab History: GFR in African American-postPregnancy:0.094
Maternal Lab History: GFR Calculation-postPregnancy:0.094
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.094
Maternal Diagnosis:9ccs184:Early labor:-0.092
Diagnosis:9ccs138:Esophgeal dx:-0.090
Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.202
Diagnosis:9ccs154:Gastroent:0.191
Diagnosis:9ccs253:Allergy:0.183
Diagnosis:9ccs133:Oth low resp:0.172
Diagnosis:9ccs126:Ot up rsp in:0.171
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs10:Immuniz/scrn:0.146
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.565
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs155:Other GI dx:0.133
Diagnosis:9ccs52:Nutrit defic:0.130
Number of Visits:0.121
Diagnosis:9ccs232:Sprain:0.106
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.093
Diagnosis:9ccs239:Superfic inj:0.093
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs200:Oth skin dx:0.087
* Vital: Wt Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 462 | OR_unadj: 1.576 [1.167 2.127] | indivs AUC:0.627
Correlated most with:
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.103
Newborn Diagnosis:9ccs191:Amnios dx:0.101
Newborn Diagnosis:9ccs217:Ot cong anom:0.098
Maternal Lab History: TWIN B NT-postPregnancy:-0.096
Maternal Lab History: TWIN B CRL-postPregnancy:-0.096
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.092
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.092
Maternal Diagnosis:9ccs1:Tuberculosis-postPregnancy:-0.091
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.088
Maternal Lab History: APTT-postPregnancy:-0.087
Maternal Lab History: ABS NEUTROPHILS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 435 | OR_unadj: 0.805 [0.541 1.197] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:1.000
Maternal Lab History: WBC-postPregnancy:0.789
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.751
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.701
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.616
Maternal Lab History: BASOPHIL-postPregnancy:-0.314
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.289
Maternal Lab History: WBC-otherPregnancy:0.245
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.227
Maternal Lab History: RBC-postPregnancy:-0.226
Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.229
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs239:Superfic inj:0.169
Diagnosis:9ccs155:Other GI dx:0.168
Number of Visits:0.163
Diagnosis:9ccs198:Ot infl skin:0.160
Diagnosis:9ccs126:Ot up rsp in:0.151
Diagnosis:9ccs10:Immuniz/scrn:0.148
Diagnosis:9ccs133:Oth low resp:0.147
Maternal Lab History: HEMATOCRIT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 241 | OR_unadj: 0.895 [0.568 1.410] | indivs AUC:0.542
Correlated most with:
Maternal Lab History: HEMATOCRIT-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.941
Maternal Lab History: RBC-otherPregnancy:0.688
Maternal Lab History: MCV-otherPregnancy:0.451
Maternal Lab History: RDW-otherPregnancy:-0.425
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.325
Maternal Lab History: ALBUMIN-otherPregnancy:0.296
Maternal Lab History: MCH-otherPregnancy:0.293
Maternal Lab History: HEMATOCRIT-postPregnancy:0.289
Maternal Lab History: CALCIUM-otherPregnancy:0.264
Maternal Lab History: WEIGHT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 126 | OR_unadj: 1.596 [0.876 2.909] | indivs AUC:0.531
Correlated most with:
Maternal Lab History: WEIGHT-postPregnancy:1.000
Maternal Lab History: WEIGHT-otherPregnancy:0.236
Maternal Lab History: TP VOLUME-otherPregnancy:0.190
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.175
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.173
Maternal Diagnosis:10ccs48:Thyroid dsor-postPregnancy:0.173
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.173
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.171
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.166
Newborn Diagnosis:9ccs91:Other eye dx:0.165
Vital: HR-avg16to19 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.537
Correlated most with:
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.187
Diagnosis:9ccs231:Oth fracture:0.137
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.116
Diagnosis:9ccs2619:e codes: other specified- nec:0.116
Maternal Diagnosis:9ccs135:Intest infct:0.102
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.100
Diagnosis:9ccs228:Fx skull fac:0.098
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.092
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.089
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.085
Maternal Lab History: ABS MONOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 436 | OR_unadj: 0.813 [0.567 1.167] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: ABS MONOCYTES-postPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.701
Maternal Lab History: WBC-postPregnancy:0.661
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.562
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.377
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.364
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.176
Maternal Lab History: BASOPHIL-postPregnancy:-0.173
Maternal Lab History: RBC-postPregnancy:-0.173
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.169
Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs257:Ot aftercare:0.288
Diagnosis:9ccs126:Ot up rsp in:0.250
Diagnosis:9ccs128:Asthma:0.246
Diagnosis:9ccs92:Otitis media:0.230
Diagnosis:9ccs7:Viral infect:0.219
Diagnosis:9ccs122:Pneumonia:0.187
Number of Visits:0.183
Diagnosis:9ccs90:Eye infectn:0.175
Diagnosis:9ccs135:Intest infct:0.167
Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135
Diagnosis:9ccs216:Nerv cong an:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.085
Diagnosis:9ccs255:Social admin:0.076
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.076
Diagnosis:9ccs245:Syncope:0.076
Diagnosis:9ccs137:Mouth dx:0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.074
Diagnosis:9ccs4:Mycoses:0.074
Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs126:Ot up rsp in:0.206
Diagnosis:9ccs92:Otitis media:0.204
Diagnosis:9ccs7:Viral infect:0.180
Diagnosis:9ccs125:Bronchitis:0.175
Diagnosis:9ccs91:Other eye dx:0.173
Number of Visits:0.171
Diagnosis:9ccs10:Immuniz/scrn:0.151
Diagnosis:9ccs257:Ot aftercare:0.148
Diagnosis:9ccs155:Other GI dx:0.131
Maternal Procedure History:81000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 321 | OR_unadj: 0.850 [0.478 1.511] | indivs AUC:0.531
Correlated most with:
Maternal Procedure History:81000-postPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.423
Maternal Procedure History:99401-postPregnancy:0.343
Maternal Lab History: POLYS-postPregnancy:0.269
Maternal Procedure History:86703-postPregnancy:0.252
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.242
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.237
Maternal Procedure History:81000-otherPregnancy:0.237
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.236
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.234
Vital: Ht Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.529
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.139
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.121
Maternal Lab History: NT MoM-otherPregnancy:-0.120
Maternal Lab History: HCG-otherPregnancy:-0.117
Maternal Lab History: COLONY COUNT-postPregnancy:0.115
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.110
Maternal Procedure History:97803-otherPregnancy:-0.109
Maternal Lab History: APF MoM-otherPregnancy:-0.107
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.099
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.099
Maternal Diagnosis:9ccs192:Umbil cord | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 150 | OR_unadj: 1.129 [0.762 1.672] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs192:Umbil cord:1.000
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.086
Maternal Diagnosis:9ccs84:Headache/mig:0.086
Diagnosis:9ccs145:Int obstruct:0.086
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:0.086
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.086
Diagnosis:9ccs141:Ot dx stomch:0.079
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:0.078
Newborn Diagnosis:9ccs220:Birth asphyx:0.078
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.078
Maternal Diagnosis:9ccs183:HTN in preg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 202 | OR_unadj: 1.377 [0.987 1.920] | indivs AUC:0.519
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg:1.000
Maternal Diagnosis:9ccs98:HTN:0.230
Maternal Lab History: LDH-postPregnancy:0.174
Newborn Diagnosis:9ccs219:Low birth wt:0.165
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.163
Maternal Diagnosis:9ccs184:Early labor:0.161
Maternal Lab History: Alk Phos-postPregnancy:0.130
Newborn Diagnosis:9ccs222:Perint jaund:0.127
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.119
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.119
Vital: Wt for Len Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 495 | OR_unadj: 1.260 [0.921 1.724] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs214:GI cong anom:-0.122
Maternal Procedure History:92551-postPregnancy:0.116
Diagnosis:9ccs141:Ot dx stomch:-0.088
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.084
Maternal Diagnosis:9ccs36:Thyroid cncr:0.080
Diagnosis:9ccs3:Oth bact inf:-0.076
Maternal Diagnosis:9ccs190:Fetal distrs:0.072
Maternal Diagnosis:9ccs106:Dysrhythmia:-0.068
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.068
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.067
Maternal Lab History: BASOPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 485 | OR_unadj: 0.826 [0.561 1.217] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: BASOPHIL-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.461
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.368
Maternal Lab History: WBC-postPregnancy:-0.356
Maternal Lab History: HEMATOCRIT-postPregnancy:0.317
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.314
Maternal Lab History: EOSINOPHIL-postPregnancy:0.292
Maternal Lab History: RBC-postPregnancy:0.270
Maternal Lab History: POLYS-postPregnancy:-0.242
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.240
Maternal Lab History: CHLORIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 315 | OR_unadj: 0.897 [0.598 1.346] | indivs AUC:0.551
Correlated most with:
Maternal Lab History: CHLORIDE-postPregnancy:1.000
Maternal Lab History: SODIUM-postPregnancy:0.329
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.266
Maternal Lab History: CALCIUM-postPregnancy:-0.257
Maternal Lab History: ALBUMIN-postPregnancy:-0.234
Maternal Lab History: GLOBULIN-postPregnancy:-0.215
Maternal Lab History: CHLORIDE-otherPregnancy:0.172
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.166
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.166
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.156
Maternal Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 8 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect:1.000
Maternal Diagnosis:9ccs72:Anxiety dx:0.353
Newborn Diagnosis:9ccs252:Fatigue:0.353
Maternal Lab History: COLONY COUNT-postPregnancy:0.330
Lab:294495 LEAD, BLOOD - LMC:0.251
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.202
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.155
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.130
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.124
Maternal Diagnosis:9ccs128:Asthma:0.117
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.517
Correlated most with:
Newborn Diagnosis:9ccs94:Other ear dx:1.000
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.397
Newborn Diagnosis:9ccs0:No DX:-0.355
Newborn Diagnosis:9ccs221:Resp distres:-0.124
Newborn Diagnosis:9ccs218:Liveborn:0.110
Newborn Diagnosis:9ccs130:Pleurisy:-0.098
Maternal Diagnosis:9ccs198:Ot infl skin:-0.098
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:-0.098
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.098
Newborn Diagnosis:9ccs252:Fatigue:-0.098
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.513
Correlated most with:
Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000
Newborn Diagnosis:9ccs94:Other ear dx:0.397
Newborn Diagnosis:9ccs0:No DX:-0.357
Newborn Diagnosis:9ccs259:Unclassified:-0.241
Newborn Diagnosis:9ccs219:Low birth wt:-0.202
Newborn Diagnosis:9ccs221:Resp distres:-0.183
Maternal Diagnosis:9ccs184:Early labor:-0.131
Diagnosis:9ccs219:Low birth wt:-0.122
Newborn Diagnosis:9ccs213:Cardiac anom:-0.113
Newborn Diagnosis:9ccs256:Exam/eval:-0.113
Maternal Lab History: PLATELET COUNT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 1.095 [0.706 1.699] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: PLATELET COUNT-otherPregnancy:1.000
Maternal Lab History: MPV-otherPregnancy:-0.453
Maternal Lab History: PLATELET COUNT-postPregnancy:0.441
Maternal Lab History: MCH-otherPregnancy:-0.262
Maternal Lab History: MPV-postPregnancy:-0.240
Maternal Lab History: ABS LYMPH-otherPregnancy:0.237
Maternal Lab History: MCV-otherPregnancy:-0.206
Maternal Lab History: POTASSIUM-otherPregnancy:0.198
Maternal Lab History: APF MoM-otherPregnancy:-0.185
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.185
Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Diagnosis:9ccs126:Ot up rsp in:0.139
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.139
Newborn Diagnosis:9ccs252:Fatigue:0.139
Diagnosis:9ccs230:Fx leg:0.139
Maternal Diagnosis:9ccs1:Tuberculosis:0.139
Maternal Lab History: COLONY COUNT-postPregnancy:0.133
Number of Visits:0.125
Diagnosis:9ccs165:Inf male gen:0.118
Maternal Procedure History:97803-otherPregnancy:0.117
Maternal Procedure History:99000-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 312 | OR_unadj: 0.695 [0.395 1.225] | indivs AUC:0.511
Correlated most with:
Maternal Procedure History:99000-postPregnancy:1.000
Maternal Procedure History:99401-postPregnancy:0.236
Maternal Procedure History:86703-postPregnancy:0.227
Maternal Lab History: A/G-postPregnancy:0.212
Maternal Procedure History:99000-otherPregnancy:-0.210
Maternal Procedure History:81000-postPregnancy:0.210
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.206
Maternal Lab History: HCG-otherPregnancy:0.201
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.196
Maternal Procedure History:90656-otherPregnancy:-0.194
Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.187
Diagnosis:9ccs200:Oth skin dx:0.160
Diagnosis:9ccs10:Immuniz/scrn:0.106
Diagnosis:9ccs7:Viral infect:0.101
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs255:Social admin:0.089
Diagnosis:9ccs72:Anxiety dx:0.085
Diagnosis:9ccs92:Otitis media:0.082
Diagnosis:9ccs91:Other eye dx:0.081
Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs143:Abdom hernia:0.100
Maternal Diagnosis:9ccs126:Ot up rsp in:0.089
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.089
Newborn Diagnosis:9ccs252:Fatigue:0.089
Newborn Diagnosis:9ccs204:Ot joint dx:0.089
Diagnosis:9ccs104:Oth heart dx:0.089
Maternal Diagnosis:9ccs167:Breast dx:0.089
Diagnosis:9ccs250:Nausea/vomit:0.084
Maternal Diagnosis:9ccs138:Esophgeal dx:0.083
* Maternal Lab History: MONOCYTES-5P-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 439 | OR_unadj: 0.670 [0.455 0.986] | indivs AUC:0.465
Correlated most with:
Maternal Lab History: MONOCYTES-5P-postPregnancy:1.000
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.562
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.273
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.175
Maternal Lab History: AST-otherPregnancy:0.138
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.124
Maternal Diagnosis:9ccs153:GI hemorrhag-otherPregnancy:0.119
Maternal Diagnosis:9ccs237:Complic devi-postPregnancy:0.117
Newborn Diagnosis:9ccs204:Ot joint dx:0.117
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.115
Maternal Lab History: ESTRIOL FREE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 119 | OR_unadj: 0.720 [0.333 1.553] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: ESTRIOL FREE-postPregnancy:1.000
Maternal Lab History: ESTRIOL-postPregnancy:0.589
Maternal Lab History: AFP-postPregnancy:0.426
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.376
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.303
Maternal Lab History: URINE KETONES-postPregnancy:0.227
Maternal Lab History: URINE CULTURE-postPregnancy:0.207
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.197
Maternal Lab History: URIC ACID-otherPregnancy:-0.182
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.175
Maternal Lab History: SODIUM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.115 [0.674 1.845] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: SODIUM-otherPregnancy:1.000
Maternal Lab History: CHLORIDE-otherPregnancy:0.423
Maternal Lab History: ANION GAP-otherPregnancy:0.303
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.189
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.189
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.173
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.172
Maternal Lab History: PTT-otherPregnancy:0.168
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:-0.165
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.150
Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.181
Newborn Diagnosis:9ccs222:Perint jaund:0.108
Lab:294203 BILIRUBIN TOTAL - LMC:-0.101
Maternal Diagnosis:9ccs253:Allergy:0.089
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077
Maternal Diagnosis:9ccs7:Viral infect:0.075
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: POTASSIUM-otherPregnancy:-0.069
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.555
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs7:Viral infect:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.105
Number of Visits:0.101
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.095
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.094
Newborn Diagnosis:9ccs218:Liveborn:-0.094
Diagnosis:9ccs155:Other GI dx:0.094
Diagnosis:9ccs109:Acute CVD:0.085
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:0.085
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.242
Diagnosis:9ccs90:Eye infectn:0.173
Diagnosis:9ccs7:Viral infect:0.121
Number of Visits:0.111
Diagnosis:9ccs217:Ot cong anom:0.110
Maternal Diagnosis:9ccs133:Oth low resp:0.108
Diagnosis:9ccs44:Neoplsm unsp:0.108
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100
Diagnosis:9ccs96:Hrt valve dx:0.097
Maternal Lab History: CHOL:HDL RATIO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.451 [0.788 2.673] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.660
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.544
Maternal Lab History: CHOLESTEROL-postPregnancy:0.529
Maternal Lab History: VLDL-postPregnancy:0.502
Maternal Lab History: LDL-postPregnancy:0.433
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.374
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.335
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.293
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.215
Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Number of Visits:0.195
Diagnosis:9ccs256:Exam/eval:0.184
Diagnosis:9ccs155:Other GI dx:0.172
Diagnosis:9ccs128:Asthma:0.170
Diagnosis:9ccs154:Gastroent:0.166
Diagnosis:9ccs253:Allergy:0.164
Diagnosis:9ccs126:Ot up rsp in:0.155
Diagnosis:9ccs127:COPD:0.155
Diagnosis:9ccs7:Viral infect:0.149
Maternal Lab History: POTASSIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 315 | OR_unadj: 0.735 [0.466 1.159] | indivs AUC:0.536
Correlated most with:
Maternal Lab History: POTASSIUM-postPregnancy:1.000
Maternal Lab History: POTASSIUM-otherPregnancy:0.235
Maternal Lab History: CALCIUM-postPregnancy:0.153
Maternal Procedure History:90472-postPregnancy:0.146
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.144
Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.140
Maternal Lab History: CALCIUM-otherPregnancy:0.135
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.134
Maternal Procedure History:92551-postPregnancy:0.129
Maternal Lab History: URIC ACID-postPregnancy:0.127
Maternal Lab History: ALT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 179 | OR_unadj: 1.389 [0.741 2.603] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: ALT-otherPregnancy:1.000
Maternal Lab History: AST-otherPregnancy:0.592
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.415
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.411
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.376
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.332
Maternal Diagnosis:9ccs96:Hrt valve dx-otherPregnancy:0.282
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.254
Maternal Lab History: AST (SGOT)-postPregnancy:0.224
Maternal Lab History: ALT-postPregnancy:0.189
Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.499
Correlated most with:
Newborn Diagnosis:9ccs256:Exam/eval:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.332
Maternal Diagnosis:9ccs184:Early labor:0.288
Newborn Diagnosis:9ccs222:Perint jaund:0.269
Newborn Diagnosis:9ccs253:Allergy:0.218
Diagnosis:9ccs219:Low birth wt:0.214
Newborn Diagnosis:9ccs221:Resp distres:0.179
Maternal Diagnosis:9ccs191:Amnios dx:0.139
Maternal Diagnosis:9ccs182:Hemorr preg:0.131
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113
Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.219
Diagnosis:9ccs94:Other ear dx:0.198
Diagnosis:9ccs75:Hx mental dx:0.127
Number of Visits:0.124
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.107
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.103
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.091
Diagnosis:9ccs126:Ot up rsp in:0.091
Diagnosis:9ccs257:Ot aftercare:0.087
Vital: Wt Change-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 225 | OR_unadj: 0.845 [0.517 1.380] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.168
Maternal Diagnosis:9ccs95:Oth nerv dx:0.159
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.150
Diagnosis:9ccs222:Perint jaund:-0.119
Maternal Lab History: MONOS-otherPregnancy:0.119
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.114
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.111
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:0.111
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.110
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.108
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 262 | OR_unadj: 0.768 [0.482 1.225] | indivs AUC:0.529
Correlated most with:
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.294
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.179
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.172
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.169
Maternal Lab History: Alk Phos-postPregnancy:-0.169
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.166
Diagnosis:9ccs2604:E Codes: Fire/burn:-0.159
Diagnosis:10ccs238:Complic proc:-0.159
Maternal Lab History: WBC-postPregnancy:-0.155
Vital: Ht-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 261 | OR_unadj: 0.765 [0.475 1.231] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.228
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.190
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.177
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.161
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.160
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.159
Maternal Lab History: WEIGHT-otherPregnancy:0.153
Maternal Procedure History:99000-postPregnancy:0.148
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.145
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.144
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Number of Visits:0.180
Diagnosis:9ccs128:Asthma:0.160
Diagnosis:9ccs133:Oth low resp:0.155
Diagnosis:9ccs122:Pneumonia:0.127
Diagnosis:9ccs2619:e codes: other specified- nec:0.126
Maternal Diagnosis:9ccs212:Ot bone dx:0.126
Diagnosis:9ccs126:Ot up rsp in:0.125
Diagnosis:9ccs125:Bronchitis:0.120
Diagnosis:9ccs258:Other screen:0.103
Maternal Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 1.193 [0.834 1.706] | indivs AUC:0.479
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.536
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.105
Diagnosis:9ccs167:Breast dx:0.102
Maternal Lab History: BASOPHIL-postPregnancy:0.089
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.087
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.085
Maternal Lab History: 1 HOUR-otherPregnancy:0.082
Maternal Lab History: T-3(Total)-postPregnancy:0.078
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.077
Maternal Lab History: AFP-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 121 | OR_unadj: 0.583 [0.244 1.394] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: AFP-postPregnancy:1.000
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.426
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.421
Maternal Lab History: ESTRIOL-postPregnancy:0.326
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.262
Maternal Lab History: AFP-otherPregnancy:0.234
Maternal Lab History: LH-postPregnancy:-0.225
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.224
Maternal Lab History: URIC ACID-otherPregnancy:-0.222
Maternal Lab History: PROGESTERONE-postPregnancy:0.200
Maternal Lab History: RDW-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 240 | OR_unadj: 1.025 [0.629 1.671] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: RDW-otherPregnancy:1.000
Maternal Lab History: MCH-otherPregnancy:-0.568
Maternal Lab History: MCV-otherPregnancy:-0.533
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.518
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.425
Maternal Lab History: RDW-postPregnancy:0.351
Maternal Lab History: MCH-postPregnancy:-0.273
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.219
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:0.215
Maternal Lab History: MCV-postPregnancy:-0.210
Maternal Lab History: SODIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 315 | OR_unadj: 0.791 [0.529 1.182] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: SODIUM-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.338
Maternal Lab History: CHLORIDE-postPregnancy:0.329
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.275
Maternal Lab History: BUN-postPregnancy:0.266
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.253
Maternal Lab History: INR-postPregnancy:0.214
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.209
Maternal Lab History: PT-postPregnancy:0.189
Maternal Lab History: CALCIUM-postPregnancy:0.187
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 335 | OR_unadj: 0.982 [0.736 1.310] | indivs AUC:0.513
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.631
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.479
Maternal Lab History: CREATININE-postPregnancy:-0.404
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.390
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.379
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.355
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.337
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.330
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.306
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 180 | OR_unadj: 0.649 [0.338 1.249] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:1.000
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.234
Maternal Lab History: AST (SGOT)-otherPregnancy:0.189
Maternal Lab History: BILE ACIDS-otherPregnancy:0.172
Maternal Diagnosis:9ccs86:Cataract-postPregnancy:0.161
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.158
Maternal Lab History: PTT-postPregnancy:0.149
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.149
Maternal Lab History: URINE PH-postPregnancy:-0.146
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.142
* Maternal Lab History: URINE PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 262 | OR_unadj: 0.615 [0.404 0.936] | indivs AUC:0.470
Correlated most with:
Maternal Lab History: URINE PH-postPregnancy:1.000
Maternal Lab History: URINE PH-otherPregnancy:0.206
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:-0.146
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.127
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.124
Maternal Lab History: MCV-postPregnancy:0.122
Maternal Lab History: CHLORIDE-postPregnancy:-0.121
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.119
Newborn Diagnosis:9ccs229:Fx arm:-0.116
Maternal Diagnosis:9ccs125:Bronchitis-otherPregnancy:-0.116
Maternal Lab History: Alk Phos-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 300 | OR_unadj: 0.574 [0.322 1.022] | indivs AUC:0.567
Correlated most with:
Maternal Lab History: Alk Phos-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:-0.530
Maternal Lab History: LDH-postPregnancy:0.445
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.422
Maternal Lab History: MAGNESIUM-postPregnancy:0.335
Maternal Lab History: CALCIUM-postPregnancy:-0.331
Maternal Diagnosis:9ccs149:Biliary dx:0.288
Maternal Lab History: AST-postPregnancy:0.284
Maternal Lab History: Alk Phos-otherPregnancy:0.282
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.280
Maternal Lab History: HEMOGLOBIN A2-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 194 | OR_unadj: 0.655 [0.358 1.197] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.853
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.293
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.206
Maternal Lab History: MAGNESIUM-otherPregnancy:0.166
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.165
Maternal Lab History: COLONY COUNT-postPregnancy:0.161
Newborn Diagnosis:9ccs252:Fatigue:0.155
Maternal Lab History: URIC ACID-otherPregnancy:-0.142
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.141
Maternal Lab History: EOSINOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 234 | OR_unadj: 0.841 [0.497 1.425] | indivs AUC:0.474
Correlated most with:
Maternal Lab History: EOSINOPHIL-otherPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.371
Maternal Lab History: EOSINOPHIL-postPregnancy:0.354
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.230
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.230
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.211
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.206
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.198
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.198
Maternal Diagnosis:9ccs153:GI hemorrhag-otherPregnancy:0.191
* Maternal Lab History: CARBON DIOXIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 317 | OR_unadj: 0.556 [0.345 0.895] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: CARBON DIOXIDE-postPregnancy:1.000
Maternal Lab History: PH-postPregnancy:0.314
Maternal Lab History: SODIUM-postPregnancy:0.275
Maternal Lab History: PO2-postPregnancy:-0.182
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.177
Maternal Lab History: ALT-postPregnancy:0.174
Maternal Procedure History:85018-postPregnancy:0.171
Maternal Lab History: O2 SATURATION-postPregnancy:-0.170
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:-0.158
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.145
Vital: Temp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 242 | OR_unadj: 1.074 [0.524 2.198] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.297
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.282
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.279
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.269
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.245
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.237
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.230
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:-0.209
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.200
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.198
Maternal Lab History: AST-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 245 | OR_unadj: 0.933 [0.548 1.589] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: AST-postPregnancy:1.000
Maternal Lab History: ALT-postPregnancy:0.625
Maternal Lab History: Alk Phos-postPregnancy:0.284
Maternal Lab History: LDH-postPregnancy:0.239
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.224
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.224
Maternal Procedure History:97530-postPregnancy:-0.223
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.198
Maternal Lab History: RET ABS-postPregnancy:-0.197
Maternal Lab History: RET %-postPregnancy:-0.197
Maternal Lab History: CREATININE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 317 | OR_unadj: nan [ nan nan] | indivs AUC:0.540
Correlated most with:
Maternal Lab History: CREATININE-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.534
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.458
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.435
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.427
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.408
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.404
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.366
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.346
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.341
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.494
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:295669 BILIRUBIN DIRECT - LMC:0.374
Diagnosis:9ccs151:Oth liver dx:-0.123
Diagnosis:9ccs245:Syncope:0.115
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.102
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:-0.102
Maternal Lab History: URINE KETONES-otherPregnancy:-0.101
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.101
Diagnosis:9ccs222:Perint jaund:-0.101
Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.502
Correlated most with:
Newborn Diagnosis:9ccs0:No DX:1.000
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.357
Newborn Diagnosis:9ccs94:Other ear dx:-0.355
Maternal Lab History: AST (SGOT)-otherPregnancy:0.252
Maternal Lab History: BILE ACIDS-otherPregnancy:0.228
Lab:306854 PLATELET COUNT - Sunrise:-0.194
Newborn Diagnosis:9ccs218:Liveborn:-0.157
Maternal Procedure History:81025-otherPregnancy:0.152
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.142
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.127
Maternal Lab History: MONOCYTES-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 194 | OR_unadj: 0.948 [0.556 1.615] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: MONOCYTES-5P-otherPregnancy:1.000
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.611
Maternal Diagnosis:9ccs125:Bronchitis-otherPregnancy:0.387
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.273
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:0.251
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.233
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.208
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.194
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.186
Maternal Lab History: Alk Phos-otherPregnancy:0.178
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 333 | OR_unadj: 0.791 [0.585 1.069] | indivs AUC:0.453
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.640
Maternal Procedure History:58300-postPregnancy:-0.458
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.422
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.396
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.390
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.371
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.369
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.359
Maternal Procedure History:J7300-postPregnancy:-0.341
Vital: Wt Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 299 | OR_unadj: 1.324 [0.896 1.956] | indivs AUC:0.544
Correlated most with:
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.136
Maternal Lab History: COLONY COUNT-postPregnancy:0.127
Maternal Lab History: NT MoM-otherPregnancy:-0.123
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.117
Maternal Lab History: HCG-otherPregnancy:-0.117
Newborn Diagnosis:9ccs252:Fatigue:0.116
Maternal Lab History: INHMOM-postPregnancy:-0.116
Maternal Lab History: APF MoM-otherPregnancy:-0.115
Maternal Diagnosis:9ccs185:Long pregncy:0.114
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.114
Maternal Diagnosis:9ccs229:Fx arm-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs229:Fx arm-postPregnancy:1.000
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.707
Maternal Diagnosis:9ccs225:Joint injury-postPregnancy:0.499
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.425
Maternal Diagnosis:9ccs211:Ot conn tiss:0.266
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.202
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.187
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.187
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.169
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.136
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.136
Maternal Procedure History:96372-otherPregnancy:0.120
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.119
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.119
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.119
Maternal Diagnosis:9ccs83:Epilepsy/cnv-otherPregnancy:0.119
Diagnosis:9ccs51:Ot endo dsor:0.114
Maternal Procedure History:S9470-postPregnancy:0.113
Lab:323854 CULTURE FECES - Sunrise:0.107
Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.212
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Diagnosis:9ccs2619:e codes: other specified- nec:0.116
Diagnosis:9ccs91:Other eye dx:0.110
Diagnosis:9ccs95:Oth nerv dx:0.107
Maternal Lab History: HERPES II IgG-postPregnancy:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.089
Diagnosis:9ccs257:Ot aftercare:0.089
Diagnosis:9ccs133:Oth low resp:0.085
Maternal Lab History: hCG MoM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 166 | OR_unadj: 1.063 [0.590 1.915] | indivs AUC:0.514
Correlated most with:
Maternal Lab History: hCG MoM-postPregnancy:1.000
Maternal Lab History: BETA HCG FREE-postPregnancy:0.752
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.477
Maternal Lab History: HCG-postPregnancy:0.351
Maternal Lab History: hCG MoM-otherPregnancy:0.259
Maternal Lab History: INHMOM-postPregnancy:0.251
Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.208
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.208
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.207
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.186
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 304 | OR_unadj: 0.846 [0.621 1.151] | indivs AUC:0.479
Correlated most with:
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.535
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.479
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.452
Maternal Lab History: CREATININE-postPregnancy:-0.408
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.396
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.359
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.345
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.333
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.332
Maternal Lab History: CARBON DIOXIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 0.962 [0.586 1.581] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:1.000
Maternal Lab History: ANION GAP-otherPregnancy:-0.351
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.223
Maternal Lab History: CHLORIDE-otherPregnancy:-0.183
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.182
Diagnosis:9ccs109:Acute CVD:-0.182
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.177
Maternal Lab History: ALBUMIN-otherPregnancy:0.167
Maternal Lab History: CALCIUM-otherPregnancy:0.164
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.162
Maternal Procedure History:99401-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.062 [0.423 2.663] | indivs AUC:0.502
Correlated most with:
Maternal Procedure History:99401-postPregnancy:1.000
Maternal Procedure History:86703-postPregnancy:0.504
Maternal Procedure History:99401-otherPregnancy:0.483
Maternal Procedure History:81000-postPregnancy:0.343
Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.263
Maternal Procedure History:99000-postPregnancy:0.236
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.215
Maternal Procedure History:86703-otherPregnancy:0.211
Maternal Procedure History:36415-postPregnancy:0.201
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.197
Maternal Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs106:Dysrhythmia:1.000
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.191
Lab:294495 LEAD, BLOOD - LMC:0.155
Maternal Diagnosis:9ccs181:Ot preg comp:0.152
Maternal Diagnosis:9ccs143:Abdom hernia:0.152
Maternal Diagnosis:9ccs238:Complic proc:0.139
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.122
Diagnosis:9ccs52:Nutrit defic:0.122
Diagnosis:9ccs214:GI cong anom:0.105
Maternal Diagnosis:9ccs96:Hrt valve dx:0.105
Maternal Lab History: CREATININE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: CREATININE-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.738
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.729
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.727
Maternal Procedure History:99000-otherPregnancy:0.549
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.512
Maternal Procedure History:90656-otherPregnancy:0.467
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.417
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.334
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.333
Vital: BMI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 261 | OR_unadj: 0.945 [0.528 1.690] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.184
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.178
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.176
Maternal Procedure History:59430-postPregnancy:0.164
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.162
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.161
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.161
Maternal Lab History: 3 HOUR-postPregnancy:-0.154
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.152
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.151
Maternal Lab History: URINE PH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 186 | OR_unadj: 0.952 [0.550 1.647] | indivs AUC:0.472
Correlated most with:
Maternal Lab History: URINE PH-otherPregnancy:1.000
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:-0.228
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.228
Maternal Lab History: URINE PH-postPregnancy:0.206
Maternal Lab History: 3 HOUR-otherPregnancy:0.173
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.165
Maternal Lab History: MPV-otherPregnancy:-0.164
Diagnosis:9ccs9:Sexual Infxs:-0.161
Newborn Diagnosis:9ccs97:Carditis:-0.161
Newborn Diagnosis:9ccs104:Oth heart dx:-0.161
Vital: Wt-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 266 | OR_unadj: 0.998 [0.625 1.594] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: WEIGHT-otherPregnancy:0.575
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.301
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.289
Maternal Lab History: WEIGHT-postPregnancy:0.268
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.252
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.228
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.208
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.205
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.203
Maternal Lab History: WBC-otherPregnancy:0.196
Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.152
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:0.116
Diagnosis:9ccs10:Immuniz/scrn:0.110
Maternal Diagnosis:9ccs167:Breast dx:0.103
Maternal Diagnosis:10ccs168:PID-postPregnancy:0.103
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.103
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.103
Maternal Diagnosis:9ccs172:Ovarian cyst:0.103
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.103
Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.181
Lab:294203 BILIRUBIN TOTAL - LMC:-0.123
Maternal Lab History: HCG-postPregnancy:0.112
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.101
Diagnosis:9ccs258:Other screen:0.100
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.097
Diagnosis:9ccs243:Poisn nonmed:0.096
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.096
Maternal Lab History: TOTAL PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 180 | OR_unadj: 0.852 [0.495 1.466] | indivs AUC:0.479
Correlated most with:
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.757
Maternal Lab History: CALCIUM-otherPregnancy:0.528
Maternal Lab History: CHLORIDE-otherPregnancy:-0.312
Maternal Lab History: BUN-otherPregnancy:0.292
Maternal Lab History: RBC-otherPregnancy:0.218
Maternal Lab History: Alk Phos-otherPregnancy:-0.215
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.212
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.200
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.196
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 224 | OR_unadj: 0.931 [0.660 1.312] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.663
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.507
Maternal Lab History: CREATININE-postPregnancy:-0.458
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.452
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.404
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.388
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.379
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.377
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.359
Maternal Lab History: GTT FASTING SPEC.-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 0.703 [0.290 1.701] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:1.000
Maternal Lab History: Alk Phos-postPregnancy:0.202
Lab:294495 LEAD, BLOOD - LMC:-0.201
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.194
Maternal Lab History: PTT-postPregnancy:0.182
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.177
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.176
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.172
Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.171
Maternal Diagnosis:10ccs240:Burns-postPregnancy:0.171
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs138:Esophgeal dx:0.202
Diagnosis:9ccs141:Ot dx stomch:0.179
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.140
Diagnosis:9ccs133:Oth low resp:0.140
Maternal Lab History: HCG-otherPregnancy:0.134
Maternal Lab History: NT MoM-otherPregnancy:0.128
Maternal Lab History: INHMOM-postPregnancy:0.127
Diagnosis:9ccs155:Other GI dx:0.125
Diagnosis:9ccs257:Ot aftercare:0.111
Maternal Lab History: Alk Phos-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 1.186 [0.654 2.152] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: Alk Phos-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:-0.417
Maternal Lab History: AST-otherPregnancy:0.300
Maternal Lab History: AST (SGOT)-otherPregnancy:0.289
Maternal Lab History: Alk Phos-postPregnancy:0.282
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.254
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.254
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.254
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.254
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.254
Maternal Lab History: ALBUMIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 0.865 [0.503 1.490] | indivs AUC:0.466
Correlated most with:
Maternal Lab History: ALBUMIN-otherPregnancy:1.000
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.757
Maternal Lab History: CALCIUM-otherPregnancy:0.650
Maternal Lab History: Alk Phos-otherPregnancy:-0.417
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.317
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.296
Maternal Lab History: BUN-otherPregnancy:0.280
Maternal Lab History: CHLORIDE-otherPregnancy:-0.268
Maternal Lab History: A/G-otherPregnancy:0.261
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.242
Maternal Lab History: NO. OF FETUSES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: nan [ nan nan] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: NO. OF FETUSES-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.440
Maternal Lab History: CREATININE-postPregnancy:0.435
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.313
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.308
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.290
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.283
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.282
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.265
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.262
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 1.037 [0.649 1.659] | indivs AUC:0.554
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.864
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.693
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.580
Maternal Lab History: WBC-otherPregnancy:0.436
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.371
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.233
Maternal Lab History: BASOPHIL-otherPregnancy:-0.223
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.216
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.214
Maternal Lab History: MCH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.728 [0.461 1.147] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: MCH-otherPregnancy:1.000
Maternal Lab History: MCV-otherPregnancy:0.775
Maternal Lab History: RDW-otherPregnancy:-0.568
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.534
Maternal Lab History: MCH-postPregnancy:0.447
Maternal Lab History: MCV-postPregnancy:0.414
Maternal Lab History: RDW-postPregnancy:-0.323
Maternal Lab History: RBC-otherPregnancy:-0.319
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.293
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.281
Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs200:Oth skin dx:0.133
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs126:Ot up rsp in:0.128
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:0.099
Diagnosis:9ccs7:Viral infect:0.095
Number of Visits:0.091
Diagnosis:9ccs155:Other GI dx:0.087
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.085
Maternal Lab History: BETA HCG FREE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 119 | OR_unadj: 1.219 [0.627 2.372] | indivs AUC:0.523
Correlated most with:
Maternal Lab History: BETA HCG FREE-postPregnancy:1.000
Maternal Lab History: hCG MoM-postPregnancy:0.752
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.460
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.329
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.303
Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.298
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.298
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.244
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.211
Maternal Lab History: hCG MoM-otherPregnancy:0.191
Vital: HR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 244 | OR_unadj: 0.917 [0.577 1.459] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: ESTRIOL-otherPregnancy:-0.175
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.167
Maternal Lab History: WEIGHT-otherPregnancy:0.162
Maternal Lab History: PT-otherPregnancy:-0.161
Diagnosis:9ccs162:Ot dx bladdr:-0.158
Maternal Procedure History:86580-otherPregnancy:-0.156
Maternal Lab History: CALCIUM-otherPregnancy:0.151
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.140
Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.137
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.130
Maternal Procedure History:81000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 265 | OR_unadj: 1.208 [0.796 1.835] | indivs AUC:0.531
Correlated most with:
Maternal Procedure History:81000-otherPregnancy:1.000
Maternal Procedure History:99401-otherPregnancy:0.312
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.252
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.245
Maternal Procedure History:81000-postPregnancy:0.237
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.218
Maternal Lab History: RBC-otherPregnancy:-0.217
Maternal Lab History: MCV-otherPregnancy:0.192
Maternal Lab History: LDL-otherPregnancy:0.180
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.166
Maternal Lab History: URINE KETONES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.514
Correlated most with:
Maternal Lab History: URINE KETONES-postPregnancy:1.000
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.390
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.390
Maternal Lab History: AMYLASE-postPregnancy:-0.326
Maternal Lab History: LIPASE-postPregnancy:-0.322
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.276
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.276
Maternal Diagnosis:10ccs48:Thyroid dsor-postPregnancy:0.239
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.239
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.227
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:1.000
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.353
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.353
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.353
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.264
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.248
Maternal Procedure History:59430-postPregnancy:0.240
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.235
Maternal Lab History: IRON-postPregnancy:-0.227
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.218
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Diagnosis:9ccs56:Cystic fibro:0.110
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.110
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.110
Maternal Diagnosis:9ccs107:Cardia arrst:0.110
Diagnosis:9ccs109:Acute CVD:0.110
Maternal Diagnosis:9ccs172:Ovarian cyst:0.110
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.108
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.093
Maternal Lab History: GFR in African American-otherPregnancy:-0.092
Maternal Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.478 [0.142 1.606] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs259:Unclassified:1.000
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.199
Maternal Diagnosis:10ccs48:Thyroid dsor-postPregnancy:0.199
Diagnosis:9ccs230:Fx leg:0.199
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.138
Maternal Lab History: GLUCOSE-otherPregnancy:0.121
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.111
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.111
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.111
Maternal Lab History: O2 SATURATION-postPregnancy:-0.111
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.148
Maternal Diagnosis:9ccs215:gu cong anom:0.130
Diagnosis:9ccs120:Hemmorhoids:0.130
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.130
Diagnosis:9ccs188:Pelvic obstr:0.130
Maternal Diagnosis:9ccs245:Syncope:0.130
Diagnosis:9ccs134:Ot uppr resp:0.127
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.120
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.115
Maternal Lab History: HEMOGLOBIN A1-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 184 | OR_unadj: 0.770 [0.496 1.197] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.853
Maternal Lab History: CREATININE-postPregnancy:-0.366
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.264
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.234
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.232
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.180
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.171
Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.161
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.150
Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Diagnosis:9ccs239:Superfic inj:0.115
Diagnosis:9ccs10:Immuniz/scrn:0.108
Number of Visits:0.106
Diagnosis:9ccs253:Allergy:0.105
Diagnosis:9ccs137:Mouth dx:0.104
Diagnosis:9ccs138:Esophgeal dx:0.103
Diagnosis:9ccs200:Oth skin dx:0.103
Diagnosis:9ccs92:Otitis media:0.099
Diagnosis:9ccs7:Viral infect:0.089
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 0.583 [0.244 1.394] | indivs AUC:0.480
Correlated most with:
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.345
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.256
Maternal Lab History: 1/2 HOUR-postPregnancy:0.250
Maternal Lab History: TP VOLUME-otherPregnancy:0.223
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:-0.215
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.203
Maternal Lab History: LDH-otherPregnancy:-0.198
Maternal Lab History: 1 HOUR-postPregnancy:0.193
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.185
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs258:Other screen:0.165
Diagnosis:9ccs200:Oth skin dx:0.105
Diagnosis:9ccs197:Skin infectn:0.104
Diagnosis:9ccs188:Pelvic obstr:0.103
Maternal Diagnosis:9ccs180:Ectopic preg:0.103
Diagnosis:9ccs115:Aneurysm:0.103
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.103
Newborn Diagnosis:9ccs134:Ot uppr resp:0.103
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.103
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Diagnosis:9ccs258:Other screen:0.184
Diagnosis:9ccs200:Oth skin dx:0.169
Diagnosis:9ccs7:Viral infect:0.129
Diagnosis:9ccs155:Other GI dx:0.129
Diagnosis:9ccs256:Exam/eval:0.127
Diagnosis:9ccs133:Oth low resp:0.124
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.118
Diagnosis:9ccs197:Skin infectn:0.115
* Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.304
Diagnosis:9ccs125:Bronchitis:0.187
Diagnosis:9ccs257:Ot aftercare:0.182
Number of Visits:0.177
Diagnosis:9ccs92:Otitis media:0.169
Diagnosis:9ccs126:Ot up rsp in:0.153
Diagnosis:9ccs90:Eye infectn:0.129
Diagnosis:9ccs135:Intest infct:0.128
Diagnosis:9ccs127:COPD:0.127
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.190 [0.724 1.954] | indivs AUC:0.548
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:1.000
Maternal Lab History: WBC-otherPregnancy:0.839
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.693
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.587
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.580
Diagnosis:10ccs238:Complic proc:0.285
Diagnosis:9ccs2604:E Codes: Fire/burn:0.285
Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy:0.270
Maternal Lab History: WBC-postPregnancy:0.228
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.227
Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Number of Visits:0.152
Diagnosis:9ccs124:Tonsillitis:0.127
Diagnosis:9ccs253:Allergy:0.125
Diagnosis:9ccs126:Ot up rsp in:0.124
Diagnosis:9ccs90:Eye infectn:0.115
Diagnosis:9ccs211:Ot conn tiss:0.111
Diagnosis:9ccs133:Oth low resp:0.100
Diagnosis:9ccs127:COPD:0.099
Diagnosis:9ccs91:Other eye dx:0.096
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 171 | OR_unadj: 0.665 [0.363 1.217] | indivs AUC:0.480
Correlated most with:
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:1.000
Maternal Lab History: AFP-postPregnancy:0.421
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.307
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.303
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.303
Maternal Diagnosis:10ccs48:Thyroid dsor-postPregnancy:0.223
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.223
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.185
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.160
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.148
Maternal Lab History: WBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.986 [0.618 1.573] | indivs AUC:0.536
Correlated most with:
Maternal Lab History: WBC-otherPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.839
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.528
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.474
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.436
Maternal Lab History: WBC-postPregnancy:0.296
Maternal Lab History: ABS LYMPH-otherPregnancy:0.264
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.245
Maternal Lab History: POLYS-otherPregnancy:0.242
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.234
Maternal Lab History: LYMPHOCYTE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 234 | OR_unadj: 0.751 [0.451 1.250] | indivs AUC:0.467
Correlated most with:
Maternal Lab History: LYMPHOCYTE-otherPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.864
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.587
Maternal Lab History: ABS LYMPH-otherPregnancy:0.586
Maternal Lab History: WBC-otherPregnancy:-0.474
Maternal Lab History: POLYS-otherPregnancy:-0.413
Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.270
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.258
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.227
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.214
Maternal Lab History: TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 301 | OR_unadj: 0.727 [0.472 1.119] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: TOTAL PROTEIN-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.843
Maternal Lab History: CALCIUM-postPregnancy:0.560
Maternal Lab History: Alk Phos-postPregnancy:-0.422
Maternal Lab History: LDH-postPregnancy:-0.372
Maternal Lab History: MAGNESIUM-postPregnancy:-0.297
Maternal Lab History: CHLORIDE-postPregnancy:-0.266
Maternal Lab History: SODIUM-postPregnancy:0.253
Maternal Lab History: GAMMA GT-postPregnancy:0.247
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.212
Maternal Lab History: RUBELLA-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 146 | OR_unadj: 0.683 [0.318 1.470] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: RUBELLA-postPregnancy:1.000
Maternal Lab History: RUBELLA-otherPregnancy:0.217
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.185
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.153
Maternal Diagnosis:9ccs84:Headache/mig:0.151
Maternal Lab History: COLONY COUNT-postPregnancy:0.149
Maternal Lab History: AFP-postPregnancy:0.147
Newborn Diagnosis:9ccs252:Fatigue:0.131
Maternal Lab History: CPK-postPregnancy:0.130
Maternal Procedure History:J1055-postPregnancy:0.124
Maternal Lab History: MPV-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 206 | OR_unadj: 0.591 [0.325 1.076] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: MPV-otherPregnancy:1.000
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.453
Maternal Lab History: MPV-postPregnancy:0.404
Diagnosis:9ccs162:Ot dx bladdr:0.300
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.177
Maternal Procedure History:90801-postPregnancy:0.165
Maternal Lab History: URINE PH-otherPregnancy:-0.164
Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.153
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.149
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:-0.139
Maternal Diagnosis:9ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 1.006 [0.664 1.525] | indivs AUC:0.523
Correlated most with:
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.663
Maternal Lab History: CREATININE-postPregnancy:-0.427
Maternal Procedure History:81000-postPregnancy:0.423
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.405
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.398
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.381
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.370
Maternal Lab History: CREATININE-otherPregnancy:-0.334
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.321
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 264 | OR_unadj: 0.823 [0.593 1.144] | indivs AUC:0.529
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.885
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.883
Maternal Lab History: CREATININE-otherPregnancy:-0.729
Maternal Procedure History:99000-otherPregnancy:-0.608
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.559
Maternal Procedure History:90656-otherPregnancy:-0.519
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.490
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.483
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.474
Maternal Lab History: INHIBIN A MOM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.975 [0.442 2.151] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: INHIBIN A MOM-postPregnancy:1.000
Maternal Lab History: ESTRIOL-postPregnancy:0.486
Maternal Lab History: hCG MoM-postPregnancy:0.477
Maternal Lab History: BETA HCG FREE-postPregnancy:0.460
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.376
Maternal Diagnosis:9ccs149:Biliary dx:0.305
Maternal Lab History: AFP-postPregnancy:0.262
Maternal Lab History: Alk Phos-postPregnancy:0.261
Maternal Lab History: AST-postPregnancy:0.196
Maternal Lab History: LDH-postPregnancy:0.182
Maternal Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.249 [0.758 2.058] | indivs AUC:0.532
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.373
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.150
Newborn Diagnosis:9ccs63:Wht blood dx:0.150
Maternal Procedure History:45300-postPregnancy:0.122
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.119
Maternal Lab History: RDW-postPregnancy:0.112
Maternal Diagnosis:9ccs155:Other GI dx:0.112
Maternal Procedure History:85018-postPregnancy:0.107
Maternal Diagnosis:9ccs1:Tuberculosis:0.106
Maternal Lab History: POLYS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.779 [0.412 1.471] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: POLYS-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.374
Maternal Lab History: MONOS-postPregnancy:-0.279
Maternal Lab History: POLYS-otherPregnancy:0.277
Maternal Procedure History:81000-postPregnancy:0.269
Maternal Lab History: BASOPHIL-postPregnancy:-0.242
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.213
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.213
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.213
Maternal Lab History: URINE CULTURE-postPregnancy:-0.203
Maternal Lab History: ALT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 302 | OR_unadj: 0.676 [0.384 1.190] | indivs AUC:0.530
Correlated most with:
Maternal Lab History: ALT-postPregnancy:1.000
Maternal Lab History: AST-postPregnancy:0.625
Maternal Lab History: AST (SGOT)-postPregnancy:0.459
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.289
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.287
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.287
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.287
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.287
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.287
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.287
Maternal Lab History: RBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.692 [0.417 1.148] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: RBC-otherPregnancy:1.000
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.688
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.595
Maternal Lab History: MCV-otherPregnancy:-0.334
Maternal Lab History: MCH-otherPregnancy:-0.319
Maternal Lab History: RBC-postPregnancy:0.290
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.218
Maternal Procedure History:81000-otherPregnancy:-0.217
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.213
Maternal Lab History: A/G RATIO-postPregnancy:-0.213
Maternal Diagnosis:9ccs187:Malposition | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 0.746 [0.443 1.257] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs187:Malposition:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.140
Maternal Diagnosis:9ccs133:Oth low resp:0.136
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.132
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.125
Maternal Lab History: HERPES II IgG-postPregnancy:0.123
Maternal Lab History: ESTRIOL-postPregnancy:0.114
Maternal Lab History: URINE CULTURE-postPregnancy:0.103
Maternal Lab History: BETA HCG FREE-postPregnancy:0.099
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.098
* Maternal Lab History: CALCIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 316 | OR_unadj: 0.608 [0.394 0.938] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: CALCIUM-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.610
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.560
Maternal Lab History: LDH-postPregnancy:-0.378
Maternal Lab History: Alk Phos-postPregnancy:-0.331
Maternal Lab History: MAGNESIUM-postPregnancy:-0.274
Maternal Lab History: CHLORIDE-postPregnancy:-0.257
Maternal Lab History: HEMATOCRIT-postPregnancy:0.242
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.234
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.234
Maternal Lab History: AST-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 172 | OR_unadj: 1.437 [0.845 2.445] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: AST-otherPregnancy:1.000
Maternal Lab History: ALT-otherPregnancy:0.592
Maternal Lab History: URIC ACID-otherPregnancy:-0.384
Maternal Lab History: PT-otherPregnancy:0.331
Maternal Lab History: Alk Phos-otherPregnancy:0.300
Maternal Lab History: MAGNESIUM-otherPregnancy:0.291
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.275
Maternal Lab History: GAMMA GT-otherPregnancy:0.249
Maternal Lab History: AST (SGOT)-postPregnancy:0.241
Maternal Lab History: PTT-otherPregnancy:-0.228
Maternal Lab History: CHLORIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.025 [0.629 1.671] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: CHLORIDE-otherPregnancy:1.000
Maternal Lab History: SODIUM-otherPregnancy:0.423
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.312
Maternal Lab History: ALBUMIN-otherPregnancy:-0.268
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:-0.225
Maternal Lab History: CALCIUM-otherPregnancy:-0.223
Maternal Lab History: ANION GAP-otherPregnancy:-0.202
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.177
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.176
Maternal Lab History: POTASSIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.188 [0.698 2.022] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: POTASSIUM-otherPregnancy:1.000
Maternal Lab History: POTASSIUM-postPregnancy:0.235
Maternal Lab History: CALCIUM-otherPregnancy:0.205
Maternal Diagnosis:9ccs83:Epilepsy/cnv-otherPregnancy:0.204
Maternal Lab History: GAMMA GT-otherPregnancy:0.199
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.198
Maternal Lab History: LDH-otherPregnancy:0.188
Maternal Lab History: ALBUMIN-otherPregnancy:0.172
Maternal Procedure History:36415-otherPregnancy:-0.167
Maternal Procedure History:90656-otherPregnancy:0.150
Maternal Lab History: RUBELLA-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.482 [0.169 1.381] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: RUBELLA-otherPregnancy:1.000
Maternal Diagnosis:9ccs237:Complic devi-postPregnancy:0.397
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.287
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.284
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.280
Maternal Diagnosis:9ccs96:Hrt valve dx-otherPregnancy:0.254
Diagnosis:10ccs238:Complic proc:0.253
Diagnosis:9ccs2604:E Codes: Fire/burn:0.253
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.245
Maternal Diagnosis:9ccs83:Epilepsy/cnv-otherPregnancy:0.223
Maternal Lab History: ABS MONOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.064 [0.620 1.824] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: ABS MONOCYTES-otherPregnancy:1.000
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.611
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.580
Maternal Lab History: WBC-otherPregnancy:0.528
Maternal Diagnosis:9ccs125:Bronchitis-otherPregnancy:0.332
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.270
Maternal Lab History: URIC ACID-otherPregnancy:-0.257
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.252
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.233
Maternal Lab History: MAGNESIUM-otherPregnancy:0.227
Maternal Lab History: BETA-HCG QUANT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-postPregnancy:1.000
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:0.429
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.291
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.269
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.248
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.246
Lab:294199 BILIRUBIN SCAN - LMC:0.183
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.176
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.176
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.164
Maternal Lab History: HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.728 [0.448 1.182] | indivs AUC:0.523
Correlated most with:
Maternal Lab History: HEMOGLOBIN-otherPregnancy:1.000
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.941
Maternal Lab History: RBC-otherPregnancy:0.595
Maternal Lab History: MCH-otherPregnancy:0.534
Maternal Lab History: RDW-otherPregnancy:-0.518
Maternal Lab History: MCV-otherPregnancy:0.489
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.377
Maternal Lab History: ALBUMIN-otherPregnancy:0.317
Maternal Lab History: HEMATOCRIT-postPregnancy:0.313
Maternal Lab History: MCH-postPregnancy:0.289
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.880 [0.621 1.247] | indivs AUC:0.526
Correlated most with:
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.946
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.883
Maternal Lab History: CREATININE-otherPregnancy:-0.738
Maternal Procedure History:99000-otherPregnancy:-0.600
Maternal Procedure History:90656-otherPregnancy:-0.532
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.498
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.480
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.465
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.430
* Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.473
Newborn Diagnosis:9ccs213:Cardiac anom:0.441
Newborn Diagnosis:9ccs96:Hrt valve dx:0.329
Diagnosis:9ccs117:Ot circul dx:0.225
Diagnosis:9ccs105:Conduction:0.132
Maternal Diagnosis:9ccs135:Intest infct:0.132
Newborn Diagnosis:9ccs239:Superfic inj:0.132
Newborn Diagnosis:9ccs97:Carditis:0.132
Newborn Diagnosis:9ccs104:Oth heart dx:0.132
Maternal Procedure History:99401-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 204 | OR_unadj: 1.233 [0.723 2.104] | indivs AUC:0.502
Correlated most with:
Maternal Procedure History:99401-otherPregnancy:1.000
Maternal Procedure History:99401-postPregnancy:0.483
Maternal Procedure History:86703-otherPregnancy:0.463
Maternal Procedure History:81000-otherPregnancy:0.312
Maternal Procedure History:86703-postPregnancy:0.242
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.226
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.222
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.187
Maternal Procedure History:99000-postPregnancy:0.176
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.157
Maternal Lab History: CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 0.902 [0.461 1.766] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: CHOLESTEROL-postPregnancy:1.000
Maternal Lab History: LDL-postPregnancy:0.627
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.529
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.449
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.403
Maternal Lab History: VLDL-postPregnancy:0.299
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.250
Maternal Lab History: URIC ACID-postPregnancy:-0.205
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.180
Maternal Lab History: AST (SGOT)-postPregnancy:0.172
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 0.914 [0.647 1.292] | indivs AUC:0.528
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.946
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.885
Maternal Lab History: CREATININE-otherPregnancy:-0.727
Maternal Procedure History:99000-otherPregnancy:-0.595
Maternal Procedure History:90656-otherPregnancy:-0.558
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.496
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.484
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.466
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.414
Maternal Lab History: HDL CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 0.720 [0.333 1.553] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.544
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.350
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.276
Maternal Lab History: VLDL-postPregnancy:-0.267
Maternal Lab History: CHOLESTEROL-postPregnancy:0.250
Maternal Lab History: IRON % SATURATION-postPregnancy:0.206
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.202
Maternal Lab History: FOLATE-postPregnancy:0.196
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.195
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.494
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.770
Diagnosis:9ccs219:Low birth wt:0.467
Newborn Diagnosis:9ccs256:Exam/eval:0.332
Newborn Diagnosis:9ccs222:Perint jaund:0.329
Newborn Diagnosis:9ccs221:Resp distres:0.314
Maternal Diagnosis:9ccs182:Hemorr preg:0.215
Newborn Diagnosis:9ccs253:Allergy:0.213
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.202
Maternal Diagnosis:9ccs159:UTI:0.167
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 0.551 [0.231 1.314] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.283
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.273
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.238
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.223
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.222
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.222
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.221
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.201
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.195
Maternal Lab History: URINE PROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: URINE PROTEIN-postPregnancy:1.000
Newborn Diagnosis:9ccs91:Other eye dx:0.749
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.348
Maternal Lab History: FIBRINOGEN-postPregnancy:0.215
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.214
Newborn Diagnosis:9ccs221:Resp distres:0.211
Maternal Lab History: PT-postPregnancy:-0.191
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.180
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.179
Maternal Diagnosis:9ccs168:PID:0.176
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 1.056 [0.704 1.585] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.784
Maternal Lab History: CREATININE-otherPregnancy:-0.512
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.490
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.484
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.480
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.305
Maternal Procedure History:99000-otherPregnancy:-0.296
Maternal Procedure History:90656-otherPregnancy:-0.278
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.276
Maternal Diagnosis:9ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.825 [0.473 1.439] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.310
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.266
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.232
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.229
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.228
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.219
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.196
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.190
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.187
Maternal Lab History: ALBUMIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 302 | OR_unadj: 0.804 [0.538 1.202] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:1.000
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.843
Maternal Lab History: CALCIUM-postPregnancy:0.610
Maternal Lab History: Alk Phos-postPregnancy:-0.530
Maternal Lab History: LDH-postPregnancy:-0.381
Maternal Lab History: SODIUM-postPregnancy:0.338
Maternal Lab History: MAGNESIUM-postPregnancy:-0.290
Maternal Lab History: HEMATOCRIT-postPregnancy:0.289
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.274
Maternal Lab History: RDW-postPregnancy:-0.265
Maternal Procedure History:86580-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 191 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.472
Correlated most with:
Maternal Procedure History:86580-otherPregnancy:1.000
Maternal Procedure History:86580-postPregnancy:0.490
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.233
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.218
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.202
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.202
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.202
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.202
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.202
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.202
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 0.955 [0.470 1.937] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:1.000
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.238
Maternal Lab History: LIPASE-postPregnancy:-0.180
Maternal Lab History: O2 SATURATION-postPregnancy:-0.158
Maternal Procedure History:86701-postPregnancy:0.155
Maternal Lab History: PO2-postPregnancy:-0.153
Maternal Procedure History:86701-otherPregnancy:0.148
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.143
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:0.143
Newborn Diagnosis:9ccs252:Fatigue:0.143
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.972 [0.902 9.793] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:1.000
Maternal Diagnosis:9ccs229:Fx arm-postPregnancy:0.425
Maternal Diagnosis:10ccs240:Burns-postPregnancy:0.301
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.301
Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.301
Maternal Diagnosis:10ccs168:PID-postPregnancy:0.301
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.301
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.301
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.301
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:0.301
Maternal Lab History: ESTRIOL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 160 | OR_unadj: 0.771 [0.398 1.497] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: ESTRIOL-postPregnancy:1.000
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.589
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.486
Maternal Lab History: URINE CULTURE-postPregnancy:0.358
Maternal Lab History: AFP-postPregnancy:0.326
Maternal Lab History: ESTRIOL-otherPregnancy:0.273
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.243
Maternal Diagnosis:9ccs149:Biliary dx:0.206
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.193
Diagnosis:9ccs219:Low birth wt:0.187
* Maternal Diagnosis:9ccs184:Early labor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.572 [0.333 0.983] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.770
Diagnosis:9ccs219:Low birth wt:0.469
Newborn Diagnosis:9ccs256:Exam/eval:0.288
Newborn Diagnosis:9ccs222:Perint jaund:0.276
Maternal Diagnosis:9ccs182:Hemorr preg:0.250
Newborn Diagnosis:9ccs221:Resp distres:0.249
Newborn Diagnosis:9ccs253:Allergy:0.168
Maternal Diagnosis:9ccs183:HTN in preg:0.161
Maternal Diagnosis:9ccs185:Long pregncy:-0.146
Maternal Lab History: URINE KETONES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: URINE KETONES-otherPregnancy:1.000
Diagnosis:9ccs2604:E Codes: Fire/burn:0.543
Diagnosis:10ccs238:Complic proc:0.543
Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy:0.385
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.222
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.199
Maternal Lab History: RUBELLA-otherPregnancy:0.194
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.185
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.177
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.168
Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.184
Diagnosis:9ccs155:Other GI dx:0.140
Diagnosis:9ccs200:Oth skin dx:0.140
Diagnosis:9ccs154:Gastroent:0.138
Diagnosis:9ccs239:Superfic inj:0.127
Diagnosis:9ccs253:Allergy:0.118
Diagnosis:9ccs232:Sprain:0.114
Diagnosis:9ccs258:Other screen:0.102
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.102
Maternal Procedure History:86703-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 108 | OR_unadj: 1.090 [0.489 2.427] | indivs AUC:0.497
Correlated most with:
Maternal Procedure History:86703-otherPregnancy:1.000
Maternal Procedure History:99401-otherPregnancy:0.463
Maternal Procedure History:86703-postPregnancy:0.421
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.315
Maternal Procedure History:99401-postPregnancy:0.211
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.206
Maternal Procedure History:90656-otherPregnancy:-0.180
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.178
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.178
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.178
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.225
Diagnosis:9ccs163:Other GU dx:0.164
Diagnosis:9ccs2:Septicemia:0.129
Diagnosis:9ccs257:Ot aftercare:0.120
Newborn Diagnosis:9ccs162:Ot dx bladdr:0.120
Diagnosis:9ccs66:Alchl-r mntl:0.120
Diagnosis:9ccs142:Appendicitis:0.120
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.120
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.120
Maternal Lab History: CALCIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 0.841 [0.497 1.425] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: CALCIUM-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.650
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.528
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.264
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.258
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.257
Maternal Lab History: Alk Phos-otherPregnancy:-0.248
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.244
Maternal Lab History: HCG-otherPregnancy:0.241
Maternal Lab History: INHMOM-otherPregnancy:0.236
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 1.500 [0.777 2.895] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.381
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.367
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.354
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.344
Maternal Lab History: CREATININE-otherPregnancy:-0.330
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.260
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.238
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.224
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.219
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:1.000
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.509
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.509
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.509
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.509
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.509
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.509
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.509
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.509
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.509
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.705 [0.400 1.243] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.333
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.282
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.281
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.244
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.241
Maternal Lab History: CREATININE-postPregnancy:-0.237
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.231
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.200
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.199
* Maternal Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.931 [1.020 3.653] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs188:Pelvic obstr:1.000
Diagnosis:9ccs223:Birth trauma:0.152
Newborn Diagnosis:9ccs252:Fatigue:0.151
Newborn Diagnosis:9ccs204:Ot joint dx:0.151
Maternal Diagnosis:9ccs217:Ot cong anom:0.151
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.151
Maternal Lab History: COLONY COUNT-postPregnancy:0.144
Lab:294048 STOOL CULTURE - LMC:-0.125
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.124
Maternal Diagnosis:9ccs155:Other GI dx:0.107
Maternal Lab History: ANION GAP-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 0.964 [0.388 2.394] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: ANION GAP-postPregnancy:1.000
Maternal Lab History: ANION GAP-otherPregnancy:0.244
Maternal Lab History: URINE SUGAR-postPregnancy:0.215
Maternal Lab History: URINE SUGAR-otherPregnancy:0.166
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.164
Maternal Diagnosis:9ccs253:Allergy:-0.161
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.158
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.156
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.154
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.140
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 205 | OR_unadj: 0.903 [0.538 1.515] | indivs AUC:0.481
Correlated most with:
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.784
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.293
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.232
Maternal Lab History: RBC-otherPregnancy:-0.172
Maternal Lab History: MCV-otherPregnancy:0.169
Maternal Procedure History:90801-postPregnancy:-0.168
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.164
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.156
Maternal Lab History: MCH-otherPregnancy:0.155
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.471
Correlated most with:
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:1.000
Maternal Lab History: AFP-otherPregnancy:0.340
Maternal Lab History: FERRITIN-otherPregnancy:0.308
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.307
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.263
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.227
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.214
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.213
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.209
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.201
Maternal Diagnosis:9ccs168:PID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 1.054 [0.646 1.721] | indivs AUC:0.511
Correlated most with:
Maternal Diagnosis:9ccs168:PID-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.300
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.292
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.276
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.231
Maternal Lab History: CREATININE-postPregnancy:-0.228
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.226
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.217
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.208
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.196
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.508
Correlated most with:
Newborn Diagnosis:9ccs217:Ot cong anom:1.000
Newborn Diagnosis:9ccs191:Amnios dx:0.240
Newborn Diagnosis:9ccs215:gu cong anom:0.150
Diagnosis:9ccs217:Ot cong anom:0.147
Diagnosis:9ccs163:Other GU dx:0.147
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.135
Diagnosis:9ccs109:Acute CVD:0.135
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.135
Newborn Diagnosis:9ccs166:Oth male gen:0.135
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.135
Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:1.000
Maternal Lab History: FREE T3-postPregnancy:-0.208
Maternal Lab History: FIBRINOGEN-postPregnancy:0.132
Maternal Lab History: NTQR-LOCATION ID-postPregnancy:-0.129
Maternal Lab History: MAGNESIUM-postPregnancy:-0.109
Maternal Lab History: FREE T-4-postPregnancy:-0.096
Diagnosis:9ccs141:Ot dx stomch:0.090
Maternal Diagnosis:9ccs188:Pelvic obstr:0.086
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.084
Diagnosis:9ccs205:Back problem:0.082
Maternal Lab History: NT MoM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.527 [0.156 1.782] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: NT MoM-postPregnancy:1.000
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.910
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.456
Maternal Lab History: NT MoM-otherPregnancy:0.446
Maternal Lab History: HCG-otherPregnancy:0.404
Maternal Lab History: APF MoM-otherPregnancy:0.374
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.367
Maternal Lab History: HCG-postPregnancy:0.364
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.359
Maternal Lab History: INHMOM-otherPregnancy:0.337
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.703 [0.412 1.198] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.359
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.329
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.324
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.297
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.280
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.280
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.279
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.278
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.273
Maternal Diagnosis:9ccs232:Sprain-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:1.000
Maternal Diagnosis:9ccs229:Fx arm-postPregnancy:0.707
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.301
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.288
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.264
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.192
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.187
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.178
Maternal Lab History: POLYS-postPregnancy:0.146
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.106
Maternal Procedure History:99000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 110 | OR_unadj: nan [ nan nan] | indivs AUC:0.491
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.608
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.600
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.595
Maternal Lab History: CREATININE-otherPregnancy:0.549
Maternal Procedure History:90656-otherPregnancy:0.349
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.338
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.337
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.296
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.278
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Diagnosis:9ccs204:Ot joint dx:0.255
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.222
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.222
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.222
Diagnosis:9ccs105:Conduction:0.222
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.155
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.149
Diagnosis:9ccs95:Oth nerv dx:0.147
Maternal Lab History: FERRITIN-otherPregnancy:-0.136
Maternal Lab History: ABS LYMPH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.135 [0.693 1.860] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: ABS LYMPH-otherPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.586
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.580
Maternal Lab History: WBC-otherPregnancy:0.264
Maternal Lab History: ABS LYMPH-postPregnancy:0.238
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.237
Maternal Lab History: 2 HOUR-otherPregnancy:-0.184
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.159
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:-0.152
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.151
Maternal Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs155:Other GI dx:1.000
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.377
Maternal Procedure History:86701-otherPregnancy:0.309
Maternal Procedure History:86701-postPregnancy:0.268
Maternal Diagnosis:9ccs3:Oth bact inf:0.216
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.216
Maternal Procedure History:36415-otherPregnancy:0.154
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.126
Maternal Diagnosis:9ccs59:Anemia:0.112
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.109
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 92 | OR_unadj: 0.792 [0.462 1.359] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:1.000
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.415
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.337
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.308
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.299
Maternal Lab History: CREATININE-postPregnancy:-0.298
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.293
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.287
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.282
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.269
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:1.000
Maternal Lab History: URINE CULTURE-postPregnancy:0.292
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.288
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.288
Maternal Diagnosis:9ccs172:Ovarian cyst:0.288
Maternal Lab History: LEAD LEVEL-postPregnancy:0.237
Maternal Procedure History:86701-otherPregnancy:0.237
Maternal Procedure History:86701-postPregnancy:0.205
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.202
Maternal Diagnosis:9ccs229:Fx arm-postPregnancy:0.202
Maternal Lab History: HCG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.542 [0.122 2.411] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: HCG-postPregnancy:1.000
Maternal Lab History: INHMOM-postPregnancy:0.492
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.483
Maternal Lab History: HCG-otherPregnancy:0.468
Maternal Lab History: NT MoM-otherPregnancy:0.435
Maternal Lab History: INHMOM-otherPregnancy:0.424
Maternal Lab History: APF MoM-otherPregnancy:0.415
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.413
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.379
Maternal Lab History: NT MoM-postPregnancy:0.364
Maternal Procedure History:81025-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 184 | OR_unadj: 0.712 [0.369 1.376] | indivs AUC:0.482
Correlated most with:
Maternal Procedure History:81025-postPregnancy:1.000
Maternal Procedure History:J1055-postPregnancy:0.321
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.218
Maternal Diagnosis:9ccs87:Retinal dx-postPregnancy:0.210
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.210
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.207
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.196
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.189
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.174
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.163
Maternal Lab History: INHIBIN A MOM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 1.292 [0.571 2.925] | indivs AUC:0.523
Correlated most with:
Maternal Lab History: INHIBIN A MOM-otherPregnancy:1.000
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.478
Maternal Lab History: hCG MoM-otherPregnancy:0.434
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.253
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.253
Maternal Procedure History:93005-otherPregnancy:0.220
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.204
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.184
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.174
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.174
Maternal Lab History: BUN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.120 [0.580 2.166] | indivs AUC:0.531
Correlated most with:
Maternal Lab History: BUN-otherPregnancy:1.000
Maternal Lab History: HCG-otherPregnancy:0.297
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.292
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.281
Maternal Lab History: ALBUMIN-otherPregnancy:0.280
Maternal Lab History: BUN-postPregnancy:0.252
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.251
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.246
Maternal Lab History: INHMOM-otherPregnancy:0.232
Maternal Lab History: NT MoM-otherPregnancy:0.229
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.218
Maternal Lab History: BUN-otherPregnancy:-0.173
Newborn Diagnosis:9ccs253:Allergy:-0.170
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.129
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.118
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.111
Diagnosis:9ccs117:Ot circul dx:-0.101
Maternal Lab History: POTASSIUM-postPregnancy:-0.095
Maternal Lab History: ALBUMIN-otherPregnancy:-0.087
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.086
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:1.000
Maternal Lab History: TWIN B NT-postPregnancy:0.446
Maternal Lab History: TWIN B CRL-postPregnancy:0.446
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.391
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.389
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.363
Maternal Lab History: HCG-otherPregnancy:-0.357
Maternal Lab History: INHMOM-otherPregnancy:-0.345
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.286
Maternal Lab History: APF MoM-otherPregnancy:-0.270
Maternal Lab History: BASOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 213 | OR_unadj: 0.879 [0.510 1.514] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: BASOPHIL-otherPregnancy:1.000
Maternal Lab History: MONOCYTE-otherPregnancy:0.294
Maternal Lab History: IRON-otherPregnancy:0.238
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.223
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.214
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.194
Diagnosis:9ccs109:Acute CVD:0.187
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:0.187
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.187
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.187
Maternal Lab History: MATERNAL WEIGHT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.660 [0.191 2.278] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:1.000
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.507
Maternal Lab History: PATIENT-postPregnancy:0.428
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.414
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.358
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.327
Maternal Lab History: Immunoglobulin E-postPregnancy:0.292
Lab:294199 BILIRUBIN SCAN - LMC:-0.288
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.283
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.264
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.720 [0.392 1.323] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.474
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.466
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.465
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.422
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.400
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.363
Maternal Procedure History:99000-otherPregnancy:-0.338
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.330
Maternal Lab History: CREATININE-otherPregnancy:-0.318
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.652 [0.348 1.221] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.365
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.355
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.332
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.330
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.302
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.289
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.282
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.280
Maternal Lab History: CREATININE-postPregnancy:-0.267
Maternal Lab History: MONOS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.746 [0.373 1.490] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: MONOS-postPregnancy:1.000
Maternal Lab History: POLYS-postPregnancy:-0.279
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.266
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.244
Maternal Diagnosis:9ccs142:Appendicitis:0.244
Maternal Lab History: MONOS-otherPregnancy:0.237
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.174
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.171
Maternal Lab History: HERPES II IgG-postPregnancy:0.171
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.171
Maternal Lab History: AST (SGOT)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 83 | OR_unadj: 0.501 [0.149 1.690] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: AST (SGOT)-postPregnancy:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.608
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.608
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.608
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.608
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.608
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.608
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.608
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.608
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.608
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.883 [0.329 2.367] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.706
Maternal Lab History: PHOSPHOROUS-postPregnancy:0.347
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.330
Lab:294199 BILIRUBIN SCAN - LMC:-0.277
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.238
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.238
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.238
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.216
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.202
Maternal Procedure History:90656-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.502
Correlated most with:
Maternal Procedure History:90656-postPregnancy:1.000
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.403
Maternal Lab History: HCG-otherPregnancy:0.342
Maternal Lab History: NT MoM-otherPregnancy:0.333
Maternal Lab History: INHMOM-otherPregnancy:0.324
Maternal Lab History: INHMOM-postPregnancy:0.324
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.317
Maternal Lab History: APF MoM-otherPregnancy:0.312
Maternal Procedure History:90471-postPregnancy:0.303
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.289
Maternal Procedure History:J7300-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: nan [ nan nan] | indivs AUC:0.509
Correlated most with:
Maternal Procedure History:J7300-postPregnancy:1.000
Maternal Procedure History:58300-postPregnancy:0.742
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.341
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.247
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.208
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.205
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.196
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.190
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.182
Maternal Lab History: CREATININE-postPregnancy:0.169
Maternal Lab History: TSH THIRD GENERATION-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor:0.275
Maternal Lab History: GFR Calculation-postPregnancy:0.225
Maternal Lab History: GFR in African American-postPregnancy:0.225
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.212
Maternal Procedure History:J3301-postPregnancy:0.201
Maternal Procedure History:20550-postPregnancy:0.201
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.195
Maternal Procedure History:97530-postPregnancy:-0.192
Maternal Lab History: FREE T-4-postPregnancy:0.183
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 98 | OR_unadj: 0.677 [0.391 1.170] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.323
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.299
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.290
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.290
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.261
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.256
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.254
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.249
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.243
Maternal Lab History: INHMOM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: INHMOM-postPregnancy:1.000
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.705
Maternal Lab History: INHMOM-otherPregnancy:0.604
Maternal Lab History: HCG-otherPregnancy:0.600
Maternal Lab History: APF MoM-otherPregnancy:0.580
Maternal Lab History: NT MoM-otherPregnancy:0.553
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.548
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.497
Maternal Lab History: HCG-postPregnancy:0.492
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.456
Maternal Lab History: TRIGLYCERIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.428 [0.724 2.816] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: TRIGLYCERIDE-postPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.660
Maternal Lab History: VLDL-postPregnancy:0.584
Maternal Lab History: CHOLESTEROL-postPregnancy:0.449
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.412
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.350
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.289
Maternal Lab History: AST (SGOT)-postPregnancy:0.258
Diagnosis:9ccs142:Appendicitis:0.247
Maternal Lab History: GTT 90 MIN-postPregnancy:0.241
Maternal Procedure History:36415-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 0.955 [0.470 1.937] | indivs AUC:0.507
Correlated most with:
Maternal Procedure History:36415-otherPregnancy:1.000
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.369
Maternal Procedure History:36415-postPregnancy:0.264
Maternal Procedure History:86701-postPregnancy:0.261
Maternal Procedure History:86701-otherPregnancy:0.196
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:0.172
Maternal Lab History: POTASSIUM-otherPregnancy:-0.167
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.156
Maternal Diagnosis:9ccs155:Other GI dx:0.154
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.149
Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.185
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.183
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.150
Maternal Diagnosis:9ccs82:Paralysis:0.106
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.106
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.106
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.106
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.106
Maternal Diagnosis:9ccs215:gu cong anom:0.106
Maternal Lab History: GAMMA GT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 95 | OR_unadj: 0.527 [0.156 1.782] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: GAMMA GT-postPregnancy:1.000
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.498
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.418
Diagnosis:9ccs142:Appendicitis:0.387
Maternal Lab History: GTT 90 MIN-postPregnancy:0.329
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.263
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.247
Maternal Lab History: AMYLASE-postPregnancy:0.222
Maternal Lab History: ALBUMIN-postPregnancy:0.195
Maternal Lab History: FOLATE-postPregnancy:-0.181
Maternal Procedure History:36415-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 139 | OR_unadj: 0.436 [0.153 1.241] | indivs AUC:0.494
Correlated most with:
Maternal Procedure History:36415-postPregnancy:1.000
Maternal Procedure History:36415-otherPregnancy:0.264
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.233
Maternal Procedure History:86703-postPregnancy:0.228
Maternal Lab History: HBV DNA-postPregnancy:0.227
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.224
Maternal Lab History: INHMOM-otherPregnancy:0.216
Maternal Procedure History:90471-postPregnancy:0.215
Maternal Lab History: APF MoM-otherPregnancy:0.202
Maternal Procedure History:99401-postPregnancy:0.201
Maternal Lab History: URINE UROBILINOGEN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 75 | OR_unadj: 2.013 [0.882 4.591] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:1.000
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.334
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.298
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.289
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.287
Maternal Procedure History:86701-otherPregnancy:0.272
Maternal Procedure History:86701-postPregnancy:0.236
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.222
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.193
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.193
Maternal Procedure History:86580-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 1.010 [0.331 3.088] | indivs AUC:0.487
Correlated most with:
Maternal Procedure History:86580-postPregnancy:1.000
Maternal Procedure History:86580-otherPregnancy:0.490
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.220
Maternal Lab History: IRON % SATURATION-postPregnancy:0.199
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.190
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.190
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.182
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.172
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.170
Maternal Lab History: APTT-postPregnancy:0.157
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.670 [0.229 1.964] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:1.000
Maternal Lab History: NT MoM-postPregnancy:0.910
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.363
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.282
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.266
Maternal Procedure History:96372-postPregnancy:0.255
Maternal Lab History: NT MoM-otherPregnancy:0.244
Maternal Lab History: HCG-postPregnancy:0.230
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.222
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.203
Maternal Lab History: URINE PROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: URINE PROTEIN-otherPregnancy:1.000
Maternal Lab History: TP PERIOD-otherPregnancy:0.658
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.629
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.594
Lab:306854 PLATELET COUNT - Sunrise:0.504
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.501
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.498
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.498
Diagnosis:9ccs238:Complic proc:0.407
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.315
Maternal Procedure History:90471-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 111 | OR_unadj: 0.618 [0.258 1.483] | indivs AUC:0.485
Correlated most with:
Maternal Procedure History:90471-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:0.419
Maternal Procedure History:90656-postPregnancy:0.303
Maternal Procedure History:92551-postPregnancy:0.299
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.236
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.231
Maternal Lab History: Peanut IgE-postPregnancy:-0.224
Maternal Lab History: Birch Tree IgE-postPregnancy:-0.224
Maternal Lab History: Walnut Tree IgE-postPregnancy:-0.224
Maternal Lab History: Maple Tree IgE-postPregnancy:-0.224
Maternal Lab History: ESTRIOL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: ESTRIOL-otherPregnancy:1.000
Maternal Lab History: AFP-otherPregnancy:0.561
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.404
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.319
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:0.313
Maternal Lab History: IRON-otherPregnancy:0.310
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.299
Maternal Lab History: hCG MoM-otherPregnancy:-0.276
Maternal Lab History: MONOCYTE-otherPregnancy:0.275
Maternal Lab History: ESTRIOL-postPregnancy:0.273
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 98 | OR_unadj: 1.401 [0.691 2.840] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:1.000
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.279
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.276
Maternal Lab History: URINE SUGAR-postPregnancy:-0.250
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.222
Maternal Lab History: PTT-otherPregnancy:-0.220
Maternal Lab History: INR-otherPregnancy:-0.209
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:-0.203
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.192
Diagnosis:9ccs56:Cystic fibro:-0.166
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:1.000
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.308
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.301
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:0.301
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.301
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.282
Maternal Lab History: TEST NAME-postPregnancy:0.276
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.267
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.259
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.246
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.179
Diagnosis:9ccs216:Nerv cong an:0.156
Diagnosis:9ccs211:Ot conn tiss:0.147
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.142
Maternal Diagnosis:9ccs172:Ovarian cyst:0.142
Newborn Diagnosis:9ccs166:Oth male gen:0.142
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.142
Diagnosis:9ccs86:Cataract:0.142
Diagnosis:9ccs129:Asp pneumon:0.142
Maternal Lab History: ANION GAP-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.152 [0.595 2.231] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: ANION GAP-otherPregnancy:1.000
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.351
Maternal Lab History: TP PERIOD-otherPregnancy:0.338
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.327
Maternal Lab History: SODIUM-otherPregnancy:0.303
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.302
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.302
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.299
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.296
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.258
Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs212:Ot bone dx:1.000
Diagnosis:9ccs44:Neoplsm unsp:0.315
Diagnosis:9ccs209:Ot acq defor:0.182
Maternal Diagnosis:9ccs182:Hemorr preg:0.092
Diagnosis:9ccs0:No DX:0.085
Diagnosis:9ccs89:Blindness:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Diagnosis:9ccs47:Ot bnign neo:0.064
Maternal Diagnosis:9ccs49:DiabMel no c:0.059
Diagnosis:9ccs96:Hrt valve dx:0.058
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 1.365 [0.484 3.852] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:1.000
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.238
Maternal Lab History: PTT-otherPregnancy:-0.223
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.221
Diagnosis:9ccs2604:E Codes: Fire/burn:0.213
Diagnosis:10ccs238:Complic proc:0.213
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.210
Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.205
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.202
Maternal Lab History: TP PERIOD-otherPregnancy:0.192
Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258
Lab:294147 FREE T4 - LMC:0.232
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.219
Lab:292147 TSH - Sunrise:0.175
Maternal Diagnosis:9ccs48:Thyroid dsor:0.155
Diagnosis:9ccs245:Syncope:0.151
Diagnosis:9ccs52:Nutrit defic:0.151
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.151
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.151
Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.185
Diagnosis:9ccs145:Int obstruct:0.171
Diagnosis:9ccs51:Ot endo dsor:0.148
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.135
Diagnosis:9ccs240:Burns:0.124
Maternal Diagnosis:9ccs163:Other GU dx:0.119
Maternal Lab History: URINE KETONES-postPregnancy:0.118
Lab:292495 LEAD LEVEL - Sunrise:-0.102
Diagnosis:9ccs151:Oth liver dx:0.096
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.519 [0.180 1.492] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:1.000
Maternal Lab History: CALCIUM-otherPregnancy:0.244
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.221
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.210
Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.208
Maternal Lab History: O2 SATURATION-postPregnancy:0.206
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.195
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.191
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.190
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.186
Maternal Lab History: UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 81 | OR_unadj: 0.499 [0.194 1.282] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: UREA NITROGEN-postPregnancy:1.000
Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.357
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.278
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.238
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.199
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:-0.182
Maternal Lab History: TWIN B NT-postPregnancy:-0.177
Maternal Lab History: TWIN B CRL-postPregnancy:-0.177
Maternal Lab History: Maple Tree IgE-postPregnancy:0.169
Maternal Lab History: Oak Tree IgE-postPregnancy:0.169
Maternal Lab History: VLDL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 69 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: VLDL-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.584
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.502
Maternal Lab History: AST (SGOT)-postPregnancy:0.428
Maternal Lab History: GLUCOSE-postPregnancy:0.313
Maternal Lab History: CHOLESTEROL-postPregnancy:0.299
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.277
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.277
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.277
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.277
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.451 [0.158 1.284] | indivs AUC:0.489
Correlated most with:
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:1.000
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.250
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.205
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.194
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.193
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.191
Maternal Lab History: GFR Calculation-otherPregnancy:0.188
Maternal Lab History: GFR in African American-otherPregnancy:0.188
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.185
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.182
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 72 | OR_unadj: 0.848 [0.468 1.537] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.483
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.430
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.422
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.415
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.414
Maternal Procedure History:99000-otherPregnancy:-0.278
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.277
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.272
Maternal Lab History: CREATININE-otherPregnancy:-0.271
Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs166:Oth male gen:1.000
Maternal Procedure History:96372-otherPregnancy:0.104
Diagnosis:9ccs165:Inf male gen:0.102
Maternal Diagnosis:9ccs198:Ot infl skin:0.102
Diagnosis:9ccs142:Appendicitis:0.102
Diagnosis:9ccs230:Fx leg:0.102
Maternal Diagnosis:9ccs215:gu cong anom:0.102
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.102
Newborn Diagnosis:9ccs229:Fx arm:0.102
Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.102
Maternal Lab History: MAGNESIUM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: MAGNESIUM-postPregnancy:1.000
Maternal Lab History: URIC ACID-postPregnancy:0.340
Maternal Lab History: Alk Phos-postPregnancy:0.335
Maternal Lab History: LDH-postPregnancy:0.333
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.297
Maternal Lab History: ALBUMIN-postPregnancy:-0.290
Maternal Lab History: CALCIUM-postPregnancy:-0.274
Maternal Lab History: TEST NAME-postPregnancy:-0.272
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.252
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.249
Maternal Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs238:Complic proc:1.000
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.745
Maternal Diagnosis:9ccs116:Art embolism:0.333
Maternal Diagnosis:9ccs131:Adlt resp fl:0.333
Maternal Diagnosis:9ccs8:Oth infectns:0.333
Diagnosis:9ccs44:Neoplsm unsp:0.234
Diagnosis:9ccs70:Schizo/rl dx:0.234
Maternal Diagnosis:9ccs143:Abdom hernia:0.234
Maternal Diagnosis:9ccs96:Hrt valve dx:0.164
Maternal Diagnosis:9ccs106:Dysrhythmia:0.139
Maternal Lab History: NO. OF FETUSES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: nan [ nan nan] | indivs AUC:0.481
Correlated most with:
Maternal Lab History: NO. OF FETUSES-otherPregnancy:1.000
Maternal Lab History: HCG-otherPregnancy:0.807
Maternal Lab History: NT MoM-otherPregnancy:0.790
Maternal Lab History: INHMOM-otherPregnancy:0.775
Maternal Lab History: APF MoM-otherPregnancy:0.763
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.730
Maternal Lab History: INHMOM-postPregnancy:0.705
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.615
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.610
Maternal Lab History: TWIN B CRL-postPregnancy:-0.555
Maternal Lab History: BETA HCG FREE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 0.951 [0.410 2.208] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: BETA HCG FREE-otherPregnancy:1.000
Maternal Lab History: hCG MoM-otherPregnancy:0.803
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.478
Maternal Lab History: ESTRIOL-otherPregnancy:-0.299
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.261
Maternal Lab History: BETA HCG FREE-postPregnancy:0.244
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.213
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.202
Maternal Lab History: FASTING-postPregnancy:-0.192
Maternal Lab History: AFP-otherPregnancy:-0.192
Maternal Procedure History:90656-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: nan [ nan nan] | indivs AUC:0.492
Correlated most with:
Maternal Procedure History:90656-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.558
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.532
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.519
Maternal Lab History: CREATININE-otherPregnancy:0.467
Maternal Procedure History:99000-otherPregnancy:0.349
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.289
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.278
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.260
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.249
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.501
Correlated most with:
Newborn Diagnosis:9ccs215:gu cong anom:1.000
Diagnosis:9ccs161:Ot dx kidney:0.472
Newborn Diagnosis:9ccs161:Ot dx kidney:0.197
Diagnosis:9ccs215:gu cong anom:0.185
Newborn Diagnosis:9ccs217:Ot cong anom:0.150
Newborn Diagnosis:9ccs162:Ot dx bladdr:0.139
Diagnosis:9ccs98:HTN:0.139
Maternal Diagnosis:9ccs215:gu cong anom:0.139
Newborn Diagnosis:9ccs166:Oth male gen:0.139
Diagnosis:9ccs162:Ot dx bladdr:0.139
Maternal Lab History: GFR in African American-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:1.000
Maternal Lab History: GFR Calculation-postPregnancy:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.408
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.393
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.382
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.332
Maternal Lab History: HCG-otherPregnancy:-0.321
Maternal Lab History: NT MoM-otherPregnancy:-0.315
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.309
Maternal Lab History: INHMOM-otherPregnancy:-0.309
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:1.000
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:0.331
Maternal Diagnosis:9ccs190:Fetal distrs-postPregnancy:0.288
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.288
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.288
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.288
Maternal Lab History: VARICELLA IGM-postPregnancy:0.248
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.210
Maternal Lab History: Cockroach IgE-postPregnancy:0.205
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.205
Maternal Lab History: PAPP-A MoM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: PAPP-A MoM-postPregnancy:1.000
Maternal Lab History: INHMOM-postPregnancy:0.342
Maternal Lab History: APF MoM-otherPregnancy:0.303
Maternal Lab History: INHMOM-otherPregnancy:0.290
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.287
Maternal Lab History: HCG-otherPregnancy:0.285
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.277
Maternal Lab History: NT MoM-otherPregnancy:0.269
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.244
Maternal Procedure History:96372-postPregnancy:0.236
Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:1.000
Diagnosis:9ccs96:Hrt valve dx:0.228
Diagnosis:9ccs213:Cardiac anom:0.225
Diagnosis:9ccs105:Conduction:0.222
Newborn Diagnosis:9ccs106:Dysrhythmia:0.222
Newborn Diagnosis:9ccs239:Superfic inj:0.222
Newborn Diagnosis:9ccs97:Carditis:0.222
Newborn Diagnosis:9ccs104:Oth heart dx:0.222
Newborn Diagnosis:9ccs200:Oth skin dx:0.220
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.204
Maternal Lab History: FREE T-4-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 0.234 [0.031 1.775] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: FREE T-4-postPregnancy:1.000
Maternal Lab History: FREE T3-postPregnancy:0.446
Maternal Lab History: FOLATE-postPregnancy:0.323
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.297
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.297
Maternal Lab History: VITAMIN B-12-postPregnancy:0.264
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.252
Maternal Diagnosis:9ccs48:Thyroid dsor:0.250
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.229
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:-0.227
Maternal Diagnosis:9ccs253:Allergy-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.280
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.248
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.247
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.243
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.212
Maternal Diagnosis:9ccs245:Syncope-otherPregnancy:0.212
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.212
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.212
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.205
Maternal Lab History: WEIGHT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 73 | OR_unadj: 2.078 [0.980 4.405] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: WEIGHT-otherPregnancy:1.000
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.330
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.301
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.298
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.283
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.272
Maternal Lab History: AFP-otherPregnancy:-0.248
Maternal Lab History: WEIGHT-postPregnancy:0.236
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.231
Maternal Lab History: GENTAMICIN PEAK-postPregnancy:0.221
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:1.000
Maternal Diagnosis:9ccs238:Complic proc:0.745
Maternal Diagnosis:9ccs116:Art embolism:0.447
Maternal Diagnosis:9ccs131:Adlt resp fl:0.447
Diagnosis:9ccs44:Neoplsm unsp:0.315
Maternal Diagnosis:9ccs143:Abdom hernia:0.315
Maternal Diagnosis:9ccs96:Hrt valve dx:0.222
Maternal Diagnosis:9ccs106:Dysrhythmia:0.191
Maternal Diagnosis:9ccs163:Other GU dx:0.180
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.146
Maternal Lab History: GFR Calculation-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:1.000
Maternal Lab History: GFR in African American-postPregnancy:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.407
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.393
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.381
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.330
Maternal Lab History: HCG-otherPregnancy:-0.321
Maternal Lab History: NT MoM-otherPregnancy:-0.314
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.309
Maternal Lab History: INHMOM-otherPregnancy:-0.309
Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Diagnosis:9ccs245:Syncope:0.191
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:0.191
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.191
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.150
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.137
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:0.137
Maternal Lab History: HEPATITIS B DNA-postPregnancy:0.137
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.137
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.137
Maternal Lab History: GLUCOSE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: 0.846 [0.345 2.078] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: GLUCOSE-postPregnancy:1.000
Maternal Lab History: AST (SGOT)-postPregnancy:0.400
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.398
Lab:294199 BILIRUBIN SCAN - LMC:-0.334
Maternal Lab History: VLDL-postPregnancy:0.313
Maternal Procedure History:97014-postPregnancy:-0.295
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.271
Maternal Lab History: 1 HOUR-postPregnancy:-0.265
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.252
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.231
Maternal Diagnosis:9ccs159:UTI-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.036 [0.539 1.992] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs159:UTI-postPregnancy:1.000
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.302
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.261
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.243
Maternal Lab History: CREATININE-postPregnancy:-0.222
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.214
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.212
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.201
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.194
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.193
Maternal Procedure History:58300-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 87 | OR_unadj: nan [ nan nan] | indivs AUC:0.511
Correlated most with:
Maternal Procedure History:58300-postPregnancy:1.000
Maternal Procedure History:J7300-postPregnancy:0.742
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.458
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.305
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.228
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.212
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.210
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.205
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.196
Maternal Diagnosis:9ccs159:UTI-postPregnancy:-0.174
Maternal Lab History: PAPP-A-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.181 [0.427 3.271] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: PAPP-A-postPregnancy:1.000
Diagnosis:9ccs109:Acute CVD:0.331
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.235
Maternal Lab History: APF MoM-postPregnancy:-0.216
Maternal Lab History: TEST NAME-otherPregnancy:0.210
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.196
Maternal Lab History: PAPP-A MoM-postPregnancy:0.191
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.191
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.182
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.173
Maternal Lab History: 2 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 3.563 [0.887 14.312] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: 2 HOUR-postPregnancy:1.000
Maternal Lab History: 1 HOUR-postPregnancy:0.636
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.545
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.545
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.445
Maternal Procedure History:93005-otherPregnancy:0.391
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.385
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.385
Maternal Lab History: 2 HOUR-otherPregnancy:0.351
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:-0.333
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.183 [0.552 2.537] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:1.000
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.355
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.284
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.277
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.260
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.258
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.258
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.250
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.237
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.234
Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs223:Birth trauma:1.000
Newborn Diagnosis:9ccs223:Birth trauma:0.273
Newborn Diagnosis:9ccs229:Fx arm:0.217
Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.217
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.217
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.196
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.190
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.189
Maternal Procedure History:92551-postPregnancy:-0.155
Maternal Diagnosis:9ccs188:Pelvic obstr:0.152
Maternal Lab History: LDL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 62 | OR_unadj: 1.078 [0.459 2.531] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: LDL-postPregnancy:1.000
Maternal Lab History: CHOLESTEROL-postPregnancy:0.627
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.433
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.241
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.228
Maternal Lab History: TP VOLUME-otherPregnancy:0.212
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.198
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.198
Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.198
Maternal Lab History: URIC ACID-postPregnancy:-0.197
* Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Diagnosis:9ccs250:Nausea/vomit:0.202
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.159
Diagnosis:9ccs133:Oth low resp:0.145
Maternal Lab History: INHMOM-otherPregnancy:0.126
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Lab History: INHMOM-postPregnancy:0.122
Diagnosis:9ccs155:Other GI dx:0.121
Maternal Procedure History:90656-postPregnancy:0.118
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.990 [0.425 2.307] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.324
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.320
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.306
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.277
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.272
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.232
Maternal Lab History: CREATININE-otherPregnancy:-0.227
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.217
Maternal Procedure History:90656-otherPregnancy:-0.215
Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.507
Correlated most with:
Newborn Diagnosis:9ccs95:Oth nerv dx:1.000
Maternal Procedure History:45300-postPregnancy:0.388
Newborn Diagnosis:9ccs138:Esophgeal dx:0.353
Newborn Diagnosis:9ccs68:Senil/org mn:0.353
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.353
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.289
Maternal Lab History: FREE T-4-otherPregnancy:0.274
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.260
Maternal Lab History: LDL-otherPregnancy:-0.245
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.225
Diagnosis:9ccs236:Opn wnd extr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs236:Opn wnd extr:1.000
Newborn Diagnosis:9ccs95:Oth nerv dx:0.202
Maternal Diagnosis:9ccs196:Nml preg/del:-0.171
Newborn Diagnosis:9ccs213:Cardiac anom:0.146
Diagnosis:9ccs244:Other injury:0.076
Diagnosis:9ccs213:Cardiac anom:0.071
Diagnosis:9ccs125:Bronchitis:0.067
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.050
Newborn Diagnosis:9ccs94:Other ear dx:-0.050
Newborn Diagnosis:9ccs256:Exam/eval:0.049
Maternal Lab History: APF MoM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.503 [0.114 2.221] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: APF MoM-postPregnancy:1.000
Maternal Lab History: INHMOM-postPregnancy:0.358
Maternal Lab History: APF MoM-otherPregnancy:0.302
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.291
Maternal Lab History: INHMOM-otherPregnancy:0.284
Maternal Lab History: TWIN B NT-postPregnancy:0.275
Maternal Lab History: TWIN B CRL-postPregnancy:0.275
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.267
Maternal Lab History: HCG-otherPregnancy:0.267
Maternal Lab History: NT MoM-otherPregnancy:0.265
Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.353
Newborn Diagnosis:9ccs216:Nerv cong an:0.202
Diagnosis:9ccs83:Epilepsy/cnv:0.144
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.114
Lab:295669 BILIRUBIN DIRECT - LMC:-0.113
Diagnosis:9ccs47:Ot bnign neo:0.105
Diagnosis:9ccs166:Oth male gen:0.098
Diagnosis:9ccs216:Nerv cong an:0.097
Diagnosis:9ccs55:Fluid/elc dx:0.093
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 2.972 [0.902 9.793] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:1.000
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.282
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.282
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.237
Maternal Lab History: 3 HOUR-postPregnancy:-0.235
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:-0.232
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.230
Maternal Procedure History:93005-otherPregnancy:0.202
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.199
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.199
Maternal Diagnosis:9ccs182:Hemorr preg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.369 [0.086 1.591] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs182:Hemorr preg:1.000
Maternal Diagnosis:9ccs184:Early labor:0.250
Maternal Diagnosis:9ccs140:Gastritis:0.217
Diagnosis:9ccs98:HTN:0.217
Newborn Diagnosis:9ccs220:Birth asphyx:0.217
Newborn Diagnosis:9ccs219:Low birth wt:0.215
Maternal Procedure History:96372-otherPregnancy:0.201
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.190
Maternal Diagnosis:9ccs153:GI hemorrhag-otherPregnancy:0.152
Newborn Diagnosis:9ccs256:Exam/eval:0.131
Maternal Diagnosis:9ccs168:PID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 1.511 [0.740 3.086] | indivs AUC:0.514
Correlated most with:
Maternal Diagnosis:9ccs168:PID-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.349
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.349
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.326
Maternal Lab History: CREATININE-otherPregnancy:-0.253
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.230
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.226
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.217
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.215
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.195
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Diagnosis:9ccs154:Gastroent:0.209
Lab:321098 OCCULT BLOOD FECES - Sunrise:0.190
Lab:294048 STOOL CULTURE - LMC:0.178
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.155
Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.155
Maternal Diagnosis:9ccs212:Ot bone dx:0.152
Lab:323854 CULTURE FECES - Sunrise:0.127
Diagnosis:9ccs140:Gastritis:0.113
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.100
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 0.915 [0.395 2.118] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:1.000
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.254
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.250
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.247
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.242
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.236
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.220
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.220
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.213
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.205
Maternal Diagnosis:9ccs168:PID | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 0.194 [0.026 1.461] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs168:PID:1.000
Diagnosis:9ccs129:Asp pneumon:0.228
Newborn Diagnosis:9ccs130:Pleurisy:0.228
Maternal Diagnosis:9ccs72:Anxiety dx:0.228
Newborn Diagnosis:9ccs138:Esophgeal dx:0.228
Newborn Diagnosis:9ccs91:Other eye dx:0.228
Maternal Lab History: URINE PROTEIN-postPregnancy:0.176
Maternal Diagnosis:9ccs189:Prev c-sectn:0.142
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.129
Newborn Diagnosis:9ccs218:Liveborn:-0.129
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:1.000
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.438
Maternal Lab History: PAPP-A-otherPregnancy:0.330
Maternal Procedure History:96372-postPregnancy:0.312
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.282
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.268
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.265
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.246
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.243
Maternal Lab History: NTQR-LOCATION ID-postPregnancy:-0.211
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.815 [0.231 2.873] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:1.000
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.302
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.286
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.279
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:0.249
Newborn Diagnosis:9ccs68:Senil/org mn:0.249
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.249
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.200
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.184
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.184
Maternal Lab History: A/G-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.374 [0.113 1.237] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: A/G-postPregnancy:1.000
Maternal Lab History: GLOBULIN-postPregnancy:-0.893
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.297
Maternal Lab History: IRON % SATURATION-postPregnancy:0.297
Maternal Procedure History:90656-postPregnancy:0.275
Maternal Lab History: Immunoglobulin E-postPregnancy:-0.274
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.266
Maternal Procedure History:87880-postPregnancy:-0.245
Maternal Lab History: TWIN B CRL-postPregnancy:-0.238
Maternal Lab History: TWIN B NT-postPregnancy:-0.238
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: 0.942 [0.428 2.071] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.172
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.163
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.156
Maternal Lab History: O2 SATURATION-postPregnancy:-0.153
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.150
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.150
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.150
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.150
Maternal Lab History: WBC-postPregnancy:0.137
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 55 | OR_unadj: 0.593 [0.278 1.267] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.281
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.278
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.266
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.241
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.236
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.225
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.220
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.219
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.214
Maternal Procedure History:97110-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.491
Correlated most with:
Maternal Procedure History:97110-postPregnancy:1.000
Maternal Procedure History:97001-postPregnancy:0.849
Maternal Procedure History:97530-postPregnancy:-0.687
Maternal Procedure History:97112-postPregnancy:0.672
Maternal Procedure History:J3301-postPregnancy:0.493
Maternal Procedure History:20550-postPregnancy:0.493
Maternal Lab History: RET ABS-postPregnancy:-0.493
Maternal Lab History: RET %-postPregnancy:-0.493
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.403
Maternal Procedure History:97140-postPregnancy:-0.401
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Diagnosis:9ccs2619:e codes: other specified- nec:0.230
Diagnosis:9ccs239:Superfic inj:0.184
Diagnosis:9ccs137:Mouth dx:0.165
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.163
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.163
Newborn Diagnosis:9ccs134:Ot uppr resp:0.163
Diagnosis:9ccs155:Other GI dx:0.145
Maternal Lab History: LEAD LEVEL-postPregnancy:0.136
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.122
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 0.956 [0.513 1.784] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.291
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.258
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.236
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.230
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.224
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.197
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.192
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.186
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.173
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 0.682 [0.301 1.544] | indivs AUC:0.484
Correlated most with:
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:1.000
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.367
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.365
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.323
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.318
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.315
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.306
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.280
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.268
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.268
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.503 [0.114 2.221] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:1.000
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.578
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.413
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.413
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.337
Maternal Procedure History:93005-otherPregnancy:0.296
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.292
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.292
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.238
Maternal Procedure History:93005-postPregnancy:0.234
* Maternal Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 4.754 [1.059 21.333] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs61:Sickle cell:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.134
Lab:294205 TSH REFLEX TO FT4 - LMC:0.126
Maternal Diagnosis:9ccs46:Bnign ut neo:0.115
Maternal Diagnosis:9ccs196:Nml preg/del:-0.110
Maternal Diagnosis:9ccs181:Ot preg comp:0.108
Diagnosis:10ccs58:Ot nutrit dx:0.083
Maternal Diagnosis:9ccs60:Acut p-h anm:0.076
Diagnosis:9ccs8:Oth infectns:0.076
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.076
Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs246:FUO:1.000
Diagnosis:9ccs232:Sprain:0.315
Diagnosis:9ccs2:Septicemia:0.166
Diagnosis:9ccs3:Oth bact inf:0.131
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.125
Diagnosis:9ccs239:Superfic inj:0.093
Diagnosis:9ccs240:Burns:0.092
Maternal Diagnosis:9ccs106:Dysrhythmia:0.092
Maternal Procedure History:86580-otherPregnancy:0.091
Maternal Procedure History:86580-postPregnancy:0.085
Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs221:Resp distres:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.314
Maternal Diagnosis:9ccs82:Paralysis:0.276
Newborn Diagnosis:9ccs130:Pleurisy:0.276
Maternal Diagnosis:9ccs107:Cardia arrst:0.276
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.276
Newborn Diagnosis:9ccs91:Other eye dx:0.276
Maternal Diagnosis:9ccs184:Early labor:0.249
Maternal Lab History: URINE PROTEIN-postPregnancy:0.211
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.197
Maternal Lab History: hCG MoM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.951 [0.410 2.208] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: hCG MoM-otherPregnancy:1.000
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.803
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.434
Maternal Lab History: HCG-otherPregnancy:0.311
Maternal Lab History: ESTRIOL-otherPregnancy:-0.276
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.272
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.271
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.262
Maternal Lab History: hCG MoM-postPregnancy:0.259
Maternal Lab History: NT MoM-otherPregnancy:0.254
Maternal Lab History: MONOS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: MONOS-otherPregnancy:1.000
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.462
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.462
Maternal Lab History: POLYS-otherPregnancy:-0.432
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.307
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.267
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.254
Maternal Lab History: MONOS-postPregnancy:0.237
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.224
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.207
Maternal Lab History: ESTRIOL FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 0.501 [0.149 1.690] | indivs AUC:0.474
Correlated most with:
Maternal Lab History: ESTRIOL FREE-otherPregnancy:1.000
Maternal Lab History: ESTRIOL-otherPregnancy:0.404
Maternal Lab History: FASTING-postPregnancy:0.358
Maternal Lab History: FASTING-otherPregnancy:0.358
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.263
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.261
Maternal Lab History: AFP-otherPregnancy:0.240
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.235
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:0.229
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.197
Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs240:Burns:1.000
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.217
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.217
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.217
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.180
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.176
Maternal Lab History: MONOCYTE-otherPregnancy:0.167
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.155
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.155
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.152
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 109 | OR_unadj: 1.062 [0.500 2.257] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:1.000
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.578
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.291
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.291
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.258
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.253
Maternal Procedure History:93005-otherPregnancy:0.241
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.237
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.221
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.216
Maternal Diagnosis:9ccs205:Back problem-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 0.565 [0.218 1.462] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.367
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.242
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.242
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.234
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.230
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.226
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.215
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.210
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.202
Maternal Procedure History:90649-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.776 [0.532 5.930] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:90649-postPregnancy:1.000
Maternal Procedure History:90471-postPregnancy:0.419
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.267
Maternal Lab History: Walnut Tree IgE-postPregnancy:-0.231
Maternal Lab History: Peanut IgE-postPregnancy:-0.231
Maternal Lab History: Birch Tree IgE-postPregnancy:-0.231
Maternal Lab History: Elm Tree IgE-postPregnancy:-0.231
Maternal Lab History: Cottonwood Tree IgE-postPregnancy:-0.231
Maternal Lab History: Maple Tree IgE-postPregnancy:-0.231
Maternal Lab History: Oak Tree IgE-postPregnancy:-0.231
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Diagnosis:9ccs3:Oth bact inf:0.202
Newborn Diagnosis:9ccs204:Ot joint dx:0.172
Maternal Diagnosis:9ccs126:Ot up rsp in:0.172
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:0.172
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.140
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.124
Maternal Procedure History:92551-postPregnancy:0.124
Maternal Lab History: FREE T-4-postPregnancy:0.122
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.120
Maternal Lab History: GLOBULIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.519 [0.180 1.492] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: GLOBULIN-postPregnancy:1.000
Maternal Lab History: A/G-postPregnancy:-0.893
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.272
Maternal Procedure History:87880-postPregnancy:0.264
Maternal Lab History: Immunoglobulin E-postPregnancy:0.245
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.245
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.242
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.234
Maternal Lab History: CHLORIDE-postPregnancy:-0.215
Maternal Lab History: VLDL-postPregnancy:0.212
Maternal Lab History: PH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 55 | OR_unadj: 0.756 [0.216 2.644] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: PH-postPregnancy:1.000
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.314
Maternal Lab History: GFR Calculation-otherPregnancy:0.191
Maternal Lab History: GFR in African American-otherPregnancy:0.190
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.184
Diagnosis:9ccs120:Hemmorhoids:0.184
Maternal Lab History: PH-otherPregnancy:0.179
Maternal Lab History: Varicella IgG-postPregnancy:-0.179
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.159
Maternal Diagnosis:9ccs159:UTI-postPregnancy:-0.157
Vital: Temp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.936 [0.502 1.744] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.259
Diagnosis:9ccs232:Sprain:-0.233
Maternal Procedure History:59430-postPregnancy:0.181
Diagnosis:9ccs246:FUO:-0.176
Maternal Procedure History:36415-otherPregnancy:-0.162
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.159
Maternal Lab History: RDW-otherPregnancy:0.146
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:-0.142
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.142
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.142
Maternal Diagnosis:9ccs149:Biliary dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs149:Biliary dx:1.000
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.305
Maternal Diagnosis:9ccs200:Oth skin dx:0.301
Maternal Diagnosis:9ccs97:Carditis:0.301
Maternal Lab History: Alk Phos-postPregnancy:0.288
Maternal Diagnosis:9ccs130:Pleurisy:0.211
Maternal Lab History: ESTRIOL-postPregnancy:0.206
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:-0.175
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.171
Maternal Lab History: ALT-postPregnancy:0.160
Newborn Diagnosis:9ccs218:Liveborn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1748 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs218:Liveborn:1.000
Newborn Diagnosis:9ccs130:Pleurisy:-0.577
Lab:306854 PLATELET COUNT - Sunrise:0.404
Newborn Diagnosis:9ccs0:No DX:-0.157
Newborn Diagnosis:9ccs221:Resp distres:-0.157
Maternal Diagnosis:9ccs168:PID:-0.129
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.111
Newborn Diagnosis:9ccs94:Other ear dx:0.110
Diagnosis:9ccs89:Blindness:-0.103
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.099
Maternal Procedure History:86703-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.587 [0.131 2.635] | indivs AUC:0.480
Correlated most with:
Maternal Procedure History:86703-postPregnancy:1.000
Maternal Procedure History:99401-postPregnancy:0.504
Maternal Procedure History:86703-otherPregnancy:0.421
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.269
Maternal Lab History: HCG-otherPregnancy:0.256
Maternal Procedure History:81000-postPregnancy:0.252
Maternal Lab History: NT MoM-otherPregnancy:0.251
Maternal Lab History: INHMOM-otherPregnancy:0.246
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.245
Maternal Procedure History:99401-otherPregnancy:0.242
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.921 [0.372 2.279] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:1.000
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.275
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.261
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.246
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.245
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.241
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.236
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.228
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.224
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.216
Maternal Lab History: BUN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.964 [0.457 2.032] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: BUN-postPregnancy:1.000
Maternal Lab History: SODIUM-postPregnancy:0.266
Maternal Lab History: BUN-otherPregnancy:0.252
Maternal Lab History: ALBUMIN-postPregnancy:0.192
Maternal Lab History: MUMPS IGG-postPregnancy:-0.190
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.190
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.183
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.181
Maternal Lab History: CALCIUM-postPregnancy:0.178
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.174
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:1.000
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.655
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.481
Lab:294199 BILIRUBIN SCAN - LMC:-0.404
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.316
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.299
Diagnosis:9ccs109:Acute CVD:-0.291
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.278
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.275
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.272
Maternal Lab History: PROLACTIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: PROLACTIN-postPregnancy:1.000
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.542
Maternal Lab History: HERPES II IgG-otherPregnancy:0.494
Maternal Lab History: PROGESTERONE-postPregnancy:-0.494
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.492
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.317
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.286
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.267
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.266
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.243
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 60 | OR_unadj: 1.186 [0.654 2.152] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.360
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.345
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.330
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.305
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.285
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.270
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.260
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.247
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.247
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 47 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.491
Lab:292147 TSH - Sunrise:0.366
Maternal Lab History: TWIN B NT-postPregnancy:0.332
Maternal Lab History: TWIN B CRL-postPregnancy:0.332
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.282
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.272
Maternal Lab History: FERRITIN-postPregnancy:-0.243
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.237
Maternal Lab History: PHOSPHOROUS-postPregnancy:0.235
Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.703
Maternal Lab History: URINE CULTURE-postPregnancy:0.142
Diagnosis:9ccs8:Oth infectns:0.132
Diagnosis:9ccs64:Ot hematl dx:0.128
Diagnosis:9ccs165:Inf male gen:0.124
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.118
Diagnosis:9ccs70:Schizo/rl dx:0.114
Diagnosis:9ccs2619:e codes: other specified- nec:0.114
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.113
Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:1.000
Diagnosis:9ccs243:Poisn nonmed:-0.102
Diagnosis:9ccs217:Ot cong anom:0.085
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.069
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.069
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.063
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.063
Maternal Diagnosis:9ccs183:HTN in preg:0.063
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.062
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.061
Maternal Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.361
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.346
Maternal Diagnosis:9ccs72:Anxiety dx:0.301
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.301
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.301
Newborn Diagnosis:9ccs97:Carditis:0.301
Newborn Diagnosis:9ccs104:Oth heart dx:0.301
Newborn Diagnosis:9ccs239:Superfic inj:0.301
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.275
Maternal Lab History: INR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: INR-postPregnancy:1.000
Maternal Lab History: PT-postPregnancy:0.675
Maternal Lab History: PATIENT-postPregnancy:0.367
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.289
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.286
Maternal Lab History: Alk Phos-postPregnancy:-0.250
Maternal Lab History: CALCIUM-postPregnancy:0.218
Maternal Lab History: ALBUMIN-postPregnancy:0.216
Maternal Lab History: SODIUM-postPregnancy:0.214
Maternal Lab History: CREATININE-postPregnancy:0.214
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.206 [0.027 1.553] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:1.000
Maternal Lab History: NT MoM-postPregnancy:0.220
Maternal Lab History: INHMOM-postPregnancy:-0.209
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.203
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.165
Diagnosis:9ccs9:Sexual Infxs:0.165
Maternal Lab History: POLYS-postPregnancy:-0.163
Maternal Lab History: PAPP-A-postPregnancy:-0.162
Maternal Lab History: NTQR-LOCATION ID-postPregnancy:0.158
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.153
* Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs153:GI hemorrhag:0.209
Diagnosis:9ccs155:Other GI dx:0.191
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.167
Diagnosis:9ccs120:Hemmorhoids:0.167
Diagnosis:9ccs133:Oth low resp:0.166
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.159
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.146
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.139
Lab:294048 STOOL CULTURE - LMC:0.139
Maternal Lab History: LDH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.374 [0.113 1.237] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: LDH-postPregnancy:1.000
Maternal Lab History: Alk Phos-postPregnancy:0.445
Maternal Lab History: URIC ACID-postPregnancy:0.404
Maternal Lab History: ALBUMIN-postPregnancy:-0.381
Maternal Lab History: CALCIUM-postPregnancy:-0.378
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.372
Maternal Lab History: MAGNESIUM-postPregnancy:0.333
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.302
Maternal Lab History: AST-postPregnancy:0.239
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.237
Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs221:Resp distres:0.446
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.379
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.308
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.266
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.258
Diagnosis:9ccs123:Influenza:0.207
Maternal Procedure History:76830-postPregnancy:-0.200
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.192
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.188
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.187
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.678 [0.924 7.766] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:1.000
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.442
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.266
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.266
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.266
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.266
Maternal Diagnosis:9ccs1:Tuberculosis-postPregnancy:0.266
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:0.266
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.266
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.266
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 0.942 [0.311 2.856] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:1.000
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.411
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.396
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.383
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.327
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.272
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.268
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.262
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.256
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.255
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.242
Diagnosis:9ccs217:Ot cong anom:0.212
Diagnosis:9ccs145:Int obstruct:0.211
Diagnosis:9ccs129:Asp pneumon:0.184
Maternal Diagnosis:9ccs169:Endometrios:0.184
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.155
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.153
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.150
Maternal Procedure History:92551-postPregnancy:-0.132
Maternal Lab History: URIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: URIC ACID-postPregnancy:1.000
Maternal Lab History: LDH-postPregnancy:0.404
Maternal Lab History: MAGNESIUM-postPregnancy:0.340
Maternal Lab History: LACTIC ACID-postPregnancy:-0.260
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:-0.257
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.205
Maternal Lab History: LDL-postPregnancy:-0.197
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.196
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.192
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.191
Vital: HC Percentile-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:0.137
Maternal Diagnosis:9ccs67:Subst-r mntl:0.122
Diagnosis:9ccs5:HIV infectn:0.122
Diagnosis:9ccs48:Thyroid dsor:0.090
Diagnosis:9ccs83:Epilepsy/cnv:-0.084
Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:0.073
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:-0.072
Maternal Diagnosis:9ccs128:Asthma:-0.069
Maternal Diagnosis:9ccs48:Thyroid dsor:0.062
Maternal Lab History: BUN-otherPregnancy:-0.061
Maternal Procedure History:96372-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.483
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:1.000
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.842
Maternal Lab History: BILE ACIDS-postPregnancy:0.504
Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.481
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.325
Diagnosis:9ccs141:Ot dx stomch:0.294
Maternal Procedure History:90471-otherPregnancy:0.256
Maternal Diagnosis:9ccs60:Acut p-h anm:0.213
Maternal Lab History: CHOLIC ACID-postPregnancy:0.206
Maternal Diagnosis:9ccs182:Hemorr preg:0.201
Maternal Lab History: AFP-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 0.500 [0.174 1.434] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: AFP-otherPregnancy:1.000
Maternal Lab History: ESTRIOL-otherPregnancy:0.561
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.460
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.340
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.312
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.312
Maternal Lab History: WEIGHT-otherPregnancy:-0.248
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.240
Maternal Lab History: AFP-postPregnancy:0.234
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:0.229
Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs242:Poisn ot med:1.000
Diagnosis:9ccs188:Pelvic obstr:0.315
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.315
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.314
Maternal Procedure History:90801-postPregnancy:0.290
Lab:294199 BILIRUBIN SCAN - LMC:-0.266
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.224
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.224
Maternal Lab History: TSH-postPregnancy:0.224
Maternal Lab History: A/G RATIO-postPregnancy:-0.224
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:1.000
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.500
Maternal Procedure History:90801-postPregnancy:0.457
Lab:294199 BILIRUBIN SCAN - LMC:-0.420
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.354
Maternal Lab History: TSH-postPregnancy:0.354
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.354
Maternal Lab History: A/G RATIO-postPregnancy:-0.354
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.353
Diagnosis:9ccs242:Poisn ot med:0.314
Newborn Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498
Correlated most with:
Newborn Diagnosis:9ccs216:Nerv cong an:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.577
Maternal Lab History: RET %-postPregnancy:0.409
Maternal Lab History: RET ABS-postPregnancy:0.409
Maternal Lab History: LIPASE-postPregnancy:0.354
Maternal Lab History: CMV AB (IGM)-postPregnancy:0.344
Maternal Lab History: AMYLASE-postPregnancy:0.292
Maternal Lab History: IRON-postPregnancy:-0.244
Diagnosis:9ccs62:Coag/hemr dx:0.202
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.190
Maternal Procedure History:97014-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.491
Correlated most with:
Maternal Procedure History:97014-postPregnancy:1.000
Maternal Procedure History:97140-postPregnancy:0.604
Maternal Procedure History:97110-postPregnancy:0.373
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:-0.338
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:-0.338
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.338
Maternal Lab History: GLUCOSE-postPregnancy:-0.295
Lab:294199 BILIRUBIN SCAN - LMC:0.283
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.275
Maternal Lab History: LEAD LEVEL-otherPregnancy:0.254
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.469 [0.107 2.059] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:1.000
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.327
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.293
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.278
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.264
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.241
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.241
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.241
Maternal Diagnosis:9ccs245:Syncope-otherPregnancy:0.241
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.241
Lab:294199 BILIRUBIN SCAN - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:294199 BILIRUBIN SCAN - LMC:1.000
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:-0.840
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.517
Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.485
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.480
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.458
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.420
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.404
Maternal Lab History: FREE T3-postPregnancy:-0.388
Maternal Lab History: GLUCOSE-postPregnancy:-0.334
* Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.531
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.307
Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.307
Diagnosis:9ccs219:Low birth wt:-0.264
Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.206
Maternal Diagnosis:9ccs159:UTI:-0.194
Maternal Diagnosis:9ccs175:Ot femal gen:0.158
Diagnosis:9ccs59:Anemia:-0.135
Maternal Diagnosis:9ccs184:Early labor:-0.134
Diagnosis:10ccs238:Complic proc:0.132
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:1.000
Maternal Lab History: PROLACTIN-postPregnancy:-0.492
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.379
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.354
Maternal Procedure History:59430-postPregnancy:0.352
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.345
Maternal Lab History: PROGESTERONE-postPregnancy:0.317
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.310
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.274
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.268
Maternal Procedure History:81025-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 75 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.497
Correlated most with:
Maternal Procedure History:81025-otherPregnancy:1.000
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.534
Diagnosis:9ccs120:Hemmorhoids:0.534
Maternal Lab History: AST (SGOT)-otherPregnancy:0.472
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.470
Maternal Lab History: BILE ACIDS-otherPregnancy:0.441
Maternal Lab History: GFR in African American-otherPregnancy:0.392
Maternal Lab History: GFR Calculation-otherPregnancy:0.392
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.378
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.346
Maternal Procedure History:90472-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:90472-postPregnancy:1.000
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.430
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.371
Maternal Procedure History:20550-postPregnancy:-0.370
Maternal Procedure History:J3301-postPregnancy:-0.370
Maternal Procedure History:90746-postPregnancy:0.298
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.262
Maternal Lab History: VLDL-otherPregnancy:-0.229
Maternal Lab History: PT-postPregnancy:0.189
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.168
* Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Diagnosis:9ccs212:Ot bone dx:0.182
Maternal Lab History: LEAD LEVEL-otherPregnancy:0.095
Diagnosis:9ccs2603:E Codes: Fall:0.089
Diagnosis:10ccs58:Ot nutrit dx:0.088
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.086
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086
Maternal Lab History: URINE KETONES-postPregnancy:0.082
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.077
Maternal Lab History: WBC-otherPregnancy:0.072
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:1.000
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.333
Maternal Diagnosis:9ccs57:Immunity dx-otherPregnancy:0.288
Maternal Diagnosis:9ccs245:Syncope-otherPregnancy:0.288
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.288
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.288
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.288
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.288
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.288
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.288
Maternal Procedure History:90471-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.479
Correlated most with:
Maternal Procedure History:90471-otherPregnancy:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.262
Maternal Procedure History:96372-otherPregnancy:0.256
Maternal Lab History: 1 HOUR-otherPregnancy:0.252
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.243
Maternal Procedure History:97803-otherPregnancy:0.237
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.225
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.210
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.204
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.202
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:1.000
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.353
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.353
Maternal Lab History: LACTIC ACID-postPregnancy:-0.251
Maternal Lab History: CPK-postPregnancy:0.251
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.218
Diagnosis:9ccs52:Nutrit defic:0.202
Maternal Lab History: LDH-postPregnancy:0.192
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.184
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.184
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.700 [0.339 1.446] | indivs AUC:0.485
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:1.000
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.302
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.302
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.277
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.261
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.249
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.248
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.247
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.246
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.236
Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.505
Correlated most with:
Diagnosis:10ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.703
Diagnosis:9ccs2619:e codes: other specified- nec:0.164
Diagnosis:9ccs64:Ot hematl dx:0.123
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.111
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.108
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.101
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.097
Diagnosis:9ccs8:Oth infectns:0.093
Diagnosis:9ccs209:Ot acq defor:0.088
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 0.754 [0.310 1.834] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.437
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.346
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.256
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.254
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.250
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.231
Maternal Diagnosis:9ccs186:DM in preg:0.230
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.227
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.216
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:1.000
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.411
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.276
Maternal Lab History: FREE T3-postPregnancy:-0.155
Maternal Lab History: CHLORIDE-otherPregnancy:-0.152
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.132
Maternal Lab History: URINE KETONES-otherPregnancy:-0.131
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.129
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.118
Maternal Lab History: GTT 90 MIN-postPregnancy:0.113
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.472
Diagnosis:9ccs159:UTI:0.225
Newborn Diagnosis:9ccs161:Ot dx kidney:0.218
Newborn Diagnosis:9ccs162:Ot dx bladdr:0.154
Diagnosis:9ccs66:Alchl-r mntl:0.154
Diagnosis:9ccs162:Ot dx bladdr:0.154
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.154
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.154
Diagnosis:9ccs115:Aneurysm:0.154
Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:1.000
Lab:294147 FREE T4 - LMC:-0.434
Lab:294205 TSH REFLEX TO FT4 - LMC:0.350
Maternal Lab History: PT-otherPregnancy:-0.287
Diagnosis:9ccs211:Ot conn tiss:0.255
Maternal Lab History: URIC ACID-otherPregnancy:0.225
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.205
Maternal Lab History: LDH-otherPregnancy:0.191
Maternal Lab History: 2 HOUR-postPregnancy:-0.179
Maternal Lab History: GAMMA GT-otherPregnancy:-0.162
Maternal Procedure History:96372-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 38 | OR_unadj: 0.542 [0.122 2.411] | indivs AUC:0.497
Correlated most with:
Maternal Procedure History:96372-postPregnancy:1.000
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.312
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.255
Maternal Lab History: PAPP-A MoM-postPregnancy:0.236
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.212
Maternal Lab History: NT MoM-postPregnancy:0.195
Diagnosis:9ccs55:Fluid/elc dx:0.168
Newborn Diagnosis:9ccs213:Cardiac anom:0.156
Diagnosis:9ccs163:Other GU dx:0.144
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.132
Maternal Diagnosis:9ccs59:Anemia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 0.424 [0.166 1.080] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:1.000
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.333
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.232
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.211
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.204
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.202
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.198
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.181
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.169
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.166
Maternal Lab History: FIBRINOGEN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: FIBRINOGEN-postPregnancy:1.000
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.317
Newborn Diagnosis:9ccs91:Other eye dx:0.297
Maternal Lab History: FREE T3-postPregnancy:-0.270
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.256
Maternal Lab History: URINE PROTEIN-postPregnancy:0.215
Maternal Lab History: LACTIC ACID-postPregnancy:0.175
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.171
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.166
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.163
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.650 [0.249 1.700] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:1.000
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.273
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.259
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.248
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.246
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.232
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.229
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.219
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.216
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.201
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.333
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.333
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.333
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.333
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.333
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.333
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.333
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.333
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.333
Maternal Lab History: FASTING-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: FASTING-postPregnancy:1.000
Maternal Lab History: FASTING-otherPregnancy:0.669
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.358
Maternal Lab History: 1/2 HOUR-postPregnancy:0.211
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.194
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.192
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.177
Diagnosis:9ccs8:Oth infectns:0.171
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.169
Diagnosis:9ccs120:Hemmorhoids:-0.165
Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs8:Oth infectns:1.000
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:0.217
Maternal Diagnosis:9ccs9:Sexual Infxs:0.217
Maternal Lab History: FASTING-postPregnancy:0.171
Maternal Lab History: FASTING-otherPregnancy:0.162
Diagnosis:9ccs2603:E Codes: Fall:0.132
Diagnosis:9ccs2620:E Codes: Unspecified:0.122
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.122
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.122
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.117
Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Lab:297275 STREP RAPID TEST (POCT):1.000
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.539
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.539
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.381
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.381
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.269
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.269
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.269
Diagnosis:9ccs145:Int obstruct:0.264
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.241
Maternal Lab History: PT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: nan [ nan nan] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: PT-postPregnancy:1.000
Maternal Lab History: INR-postPregnancy:0.675
Newborn Diagnosis:9ccs91:Other eye dx:-0.223
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.195
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.194
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.191
Maternal Procedure History:90472-postPregnancy:0.189
Maternal Lab History: SODIUM-postPregnancy:0.189
Diagnosis:9ccs142:Appendicitis:-0.187
Maternal Lab History: PO2-postPregnancy:0.187
Maternal Lab History: FERRITIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: FERRITIN-otherPregnancy:1.000
Maternal Lab History: IRON-otherPregnancy:0.746
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.606
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.606
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.606
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.429
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.416
Maternal Lab History: IRON-postPregnancy:0.385
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.383
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.372
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.882 [0.358 2.174] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:1.000
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.411
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.301
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.263
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.256
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.252
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.233
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.230
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.229
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.226
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.977 [0.659 5.935] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:1.000
Maternal Lab History: GAMMA GT-postPregnancy:0.418
Maternal Lab History: ALT-postPregnancy:0.289
Diagnosis:9ccs142:Appendicitis:0.266
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.266
Maternal Diagnosis:9ccs245:Syncope-otherPregnancy:0.266
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.266
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.266
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.266
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.266
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:1.000
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.382
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.342
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.331
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.329
Lab:294048 STOOL CULTURE - LMC:-0.310
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.295
Maternal Lab History: PTT-otherPregnancy:0.293
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.289
Maternal Lab History: INR-otherPregnancy:0.278
Maternal Procedure History:90772-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.496
Correlated most with:
Maternal Procedure History:90772-postPregnancy:1.000
Maternal Procedure History:J1055-postPregnancy:0.651
Newborn Diagnosis:9ccs91:Other eye dx:-0.251
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.209
Lab:323854 CULTURE FECES - Sunrise:-0.193
Maternal Procedure History:86701-postPregnancy:0.177
Maternal Lab History: PATIENT-postPregnancy:0.176
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.171
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.153
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.148
Maternal Diagnosis:9ccs60:Acut p-h anm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs60:Acut p-h anm:1.000
Maternal Diagnosis:9ccs131:Adlt resp fl:0.217
Maternal Diagnosis:9ccs116:Art embolism:0.217
Maternal Procedure History:96372-otherPregnancy:0.213
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.190
Maternal Procedure History:97530-postPregnancy:-0.179
Maternal Diagnosis:9ccs181:Ot preg comp:0.176
Maternal Procedure History:97112-postPregnancy:0.164
Maternal Procedure History:J3301-postPregnancy:0.155
Maternal Lab History: RET ABS-postPregnancy:-0.155
Newborn Diagnosis:9ccs130:Pleurisy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs130:Pleurisy:1.000
Newborn Diagnosis:9ccs218:Liveborn:-0.577
Newborn Diagnosis:9ccs221:Resp distres:0.276
Maternal Diagnosis:9ccs168:PID:0.228
Maternal Diagnosis:9ccs49:DiabMel no c:0.147
Newborn Diagnosis:9ccs215:gu cong anom:0.139
Newborn Diagnosis:9ccs217:Ot cong anom:0.135
Newborn Diagnosis:9ccs259:Unclassified:0.116
Diagnosis:9ccs255:Social admin:-0.106
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099
Maternal Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs140:Gastritis:1.000
Maternal Diagnosis:9ccs182:Hemorr preg:0.217
Maternal Diagnosis:9ccs128:Asthma:0.175
Maternal Diagnosis:9ccs176:Contraceptiv:0.077
Diagnosis:9ccs198:Ot infl skin:0.060
Maternal Diagnosis:9ccs190:Fetal distrs:0.043
Diagnosis:9ccs90:Eye infectn:0.041
Diagnosis:9ccs126:Ot up rsp in:-0.040
Diagnosis:9ccs200:Oth skin dx:0.037
Maternal Diagnosis:9ccs195:Ot compl bir:0.026
* Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs245:Syncope:0.243
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.212
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.212
Maternal Diagnosis:9ccs126:Ot up rsp in:0.212
Diagnosis:9ccs70:Schizo/rl dx:0.148
Newborn Diagnosis:9ccs47:Ot bnign neo:0.148
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.148
Diagnosis:9ccs62:Coag/hemr dx:0.144
Diagnosis:9ccs231:Oth fracture:0.119
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:1.000
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.286
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.279
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.261
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.256
Maternal Diagnosis:10ccs189:Prev c-sectn-postPregnancy:0.249
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.249
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.249
Diagnosis:9ccs109:Acute CVD:0.249
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.249
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.508
Correlated most with:
Newborn Diagnosis:9ccs223:Birth trauma:1.000
Diagnosis:9ccs223:Birth trauma:0.273
Maternal Diagnosis:9ccs57:Immunity dx-otherPregnancy:0.184
Diagnosis:9ccs188:Pelvic obstr:0.184
Newborn Diagnosis:9ccs91:Other eye dx:0.184
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.167
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.162
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.161
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.154
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.143
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:-0.136
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.130
Lab:294048 STOOL CULTURE - LMC:0.118
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.101
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.096
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.096
Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.096
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.096
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.092
Maternal Lab History: FOLATE-postPregnancy:0.090
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:1.000
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.257
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.255
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.227
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.216
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.212
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.207
Maternal Lab History: HERPES II IgG-otherPregnancy:0.183
Maternal Lab History: PROGESTERONE-postPregnancy:-0.183
Maternal Procedure History:76830-postPregnancy:0.181
Maternal Lab History: ABSOLUTE BASO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: ABSOLUTE BASO-postPregnancy:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.691
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.490
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.488
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.472
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.407
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:0.399
Maternal Lab History: 1 HOUR-otherPregnancy:0.386
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.361
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.361
Maternal Lab History: FASTING-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.883 [0.293 2.656] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:1.000
Maternal Lab History: FASTING-postPregnancy:0.669
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.358
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:-0.186
Diagnosis:9ccs8:Oth infectns:0.162
Maternal Procedure History:85018-postPregnancy:-0.156
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:-0.146
Maternal Lab History: 2 HOUR-otherPregnancy:-0.140
Maternal Procedure History:99401-postPregnancy:0.140
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.137
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.977 [0.659 5.935] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:1.000
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.266
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.266
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.266
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.266
Newborn Diagnosis:9ccs252:Fatigue:0.266
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.264
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.238
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.236
Maternal Lab History: AST (SGOT)-otherPregnancy:0.230
Maternal Procedure History:59430-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: nan [ nan nan] | indivs AUC:0.509
Correlated most with:
Maternal Procedure History:59430-postPregnancy:1.000
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.352
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.340
Maternal Lab History: T-3(Total)-postPregnancy:0.306
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.257
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.257
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.257
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.240
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.240
Maternal Lab History: PH-otherPregnancy:0.237
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.306
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.293
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.293
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.246
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.238
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.238
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.238
Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.207
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.207
Maternal Lab History: POLYS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.746 [0.327 1.699] | indivs AUC:0.481
Correlated most with:
Maternal Lab History: POLYS-otherPregnancy:1.000
Maternal Lab History: MONOS-otherPregnancy:-0.432
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.413
Diagnosis:9ccs109:Acute CVD:-0.278
Maternal Lab History: POLYS-postPregnancy:0.277
Maternal Lab History: FREE T-4-otherPregnancy:-0.257
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.245
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.244
Maternal Lab History: WBC-otherPregnancy:0.242
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.227
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:1.000
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.400
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.324
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.265
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.253
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.243
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.243
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.234
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.214
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.212
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 0.754 [0.310 1.834] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.512
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.290
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.282
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.258
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.231
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.211
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.205
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.194
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.194
Maternal Lab History: FERRITIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: FERRITIN-postPregnancy:1.000
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.431
Maternal Lab History: AST (SGOT)-otherPregnancy:0.364
Maternal Lab History: BILE ACIDS-otherPregnancy:0.327
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.243
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.220
Maternal Procedure History:81025-otherPregnancy:0.215
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.208
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.208
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.208
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:1.000
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.301
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.301
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.301
Maternal Diagnosis:9ccs87:Retinal dx-postPregnancy:0.301
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.301
Maternal Lab History: T-4-postPregnancy:-0.243
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.243
Maternal Lab History: LACTIC ACID-postPregnancy:-0.214
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.211
Vital: BMI Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs208:Acq foot def:0.268
Diagnosis:9ccs159:UTI:0.088
Diagnosis:9ccs259:Unclassified:0.068
Diagnosis:9ccs127:COPD:0.067
Maternal Diagnosis:9ccs176:Contraceptiv:-0.060
Diagnosis:9ccs91:Other eye dx:-0.059
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.052
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.052
MatDeliveryAge:-0.048
Diagnosis:9ccs10:Immuniz/scrn:-0.044
Maternal Procedure History:S9470-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.505
Correlated most with:
Maternal Procedure History:S9470-postPregnancy:1.000
Maternal Procedure History:S9470-otherPregnancy:0.430
Newborn Diagnosis:9ccs95:Oth nerv dx:0.205
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.196
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.196
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.196
Maternal Lab History: APTT-postPregnancy:-0.145
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.144
Newborn Diagnosis:9ccs91:Other eye dx:-0.142
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:-0.142
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.584 [0.225 1.515] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:1.000
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.290
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.280
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.261
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.238
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.236
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.233
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.218
Maternal Procedure History:81025-postPregnancy:0.218
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.217
Maternal Lab History: PTT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.251 [0.033 1.912] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: PTT-postPregnancy:1.000
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.333
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.325
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.306
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.182
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:-0.172
Maternal Lab History: CALCIUM-postPregnancy:0.157
Maternal Lab History: PH-postPregnancy:-0.156
Maternal Lab History: BICARBONATE-postPregnancy:-0.153
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.149
Maternal Diagnosis:9ccs128:Asthma-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.089 [0.353 3.359] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:1.000
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.383
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.355
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.327
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.323
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.322
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.301
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.270
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.252
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.250
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.503 [0.114 2.221] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:1.000
Maternal Lab History: URINE CULTURE-postPregnancy:0.253
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.249
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.249
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:0.249
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.214
Maternal Procedure History:81025-postPregnancy:0.189
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.186
Maternal Procedure History:90801-postPregnancy:0.183
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.179
Maternal Lab History: FREE T3-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: FREE T3-postPregnancy:1.000
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.463
Newborn Diagnosis:9ccs239:Superfic inj:-0.451
Newborn Diagnosis:9ccs97:Carditis:-0.451
Newborn Diagnosis:9ccs104:Oth heart dx:-0.451
Maternal Lab History: FREE T-4-postPregnancy:0.446
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.409
Lab:294199 BILIRUBIN SCAN - LMC:-0.388
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.285
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.270
Diagnosis:9ccs232:Sprain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs232:Sprain:1.000
Lab:297280 GLUCOSE REAGENT STRIP:0.500
Diagnosis:9ccs246:FUO:0.315
Diagnosis:9ccs3:Oth bact inf:0.211
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.202
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.187
Diagnosis:9ccs240:Burns:0.152
Maternal Lab History: WBC-postPregnancy:0.125
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.120
Maternal Lab History: AFP-otherPregnancy:-0.117
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:1.000
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:-0.293
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.212
Diagnosis:9ccs2611:E Codes: Natural/environment:-0.208
Newborn Diagnosis:9ccs215:gu cong anom:0.128
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.107
Maternal Diagnosis:9ccs96:Hrt valve dx:-0.099
Diagnosis:9ccs215:gu cong anom:0.099
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.096
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:-0.095
Maternal Lab History: Cottonwood Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: Maple Tree IgE-postPregnancy:1.000
Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000
Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000
Maternal Lab History: Elm Tree IgE-postPregnancy:1.000
Maternal Lab History: Peanut IgE-postPregnancy:1.000
Maternal Lab History: Oak Tree IgE-postPregnancy:1.000
Maternal Lab History: Birch Tree IgE-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:-0.231
Maternal Procedure History:90471-postPregnancy:-0.224
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.197
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.960
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.546
Lab:294199 BILIRUBIN SCAN - LMC:-0.458
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.407
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.390
Maternal Lab History: GFR in African American-postPregnancy:0.382
Maternal Lab History: GFR Calculation-postPregnancy:0.381
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.331
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.316
Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs140:Gastritis:1.000
Maternal Diagnosis:9ccs212:Ot bone dx:0.194
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.157
Maternal Procedure History:90472-postPregnancy:0.146
Maternal Lab History: MONOCYTE-postPregnancy:0.139
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.135
Diagnosis:9ccs153:GI hemorrhag:0.113
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.100
Diagnosis:9ccs213:Cardiac anom:0.098
Maternal Lab History: BICARBONATE-postPregnancy:-0.095
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.181 [0.427 3.271] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.412
Maternal Lab History: CHOLESTEROL-postPregnancy:0.403
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.374
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.305
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.282
Maternal Lab History: VLDL-postPregnancy:0.277
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.250
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.235
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.232
Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: FOLATE-postPregnancy:-0.206
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.169
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.169
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.157
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.145
Diagnosis:9ccs76:Meningitis:0.097
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.095
Maternal Lab History: FREE T-4-postPregnancy:-0.072
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.065
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.060
Maternal Lab History: PT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: PT-otherPregnancy:1.000
Maternal Lab History: URIC ACID-otherPregnancy:-0.735
Maternal Lab History: INR-otherPregnancy:0.707
Maternal Lab History: MAGNESIUM-otherPregnancy:0.478
Maternal Lab History: GAMMA GT-otherPregnancy:0.442
Maternal Lab History: AST-otherPregnancy:0.331
Diagnosis:9ccs204:Ot joint dx:-0.287
Maternal Lab History: CALCIUM-otherPregnancy:-0.230
Maternal Lab History: PH-otherPregnancy:0.213
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.206
Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs75:Hx mental dx:1.000
Maternal Diagnosis:9ccs133:Oth low resp:0.315
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.257
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.138
Maternal Lab History: ALT-otherPregnancy:0.132
Diagnosis:9ccs113:Late eff CVD:0.127
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.115
Maternal Procedure History:96372-postPregnancy:0.111
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.090
Maternal Procedure History:97110-postPregnancy:-0.089
Maternal Lab History: ABSOLUTE EOS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-postPregnancy:1.000
Diagnosis:9ccs109:Acute CVD:0.471
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.407
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.363
Maternal Lab History: GFR in African American-otherPregnancy:-0.353
Maternal Lab History: GFR Calculation-otherPregnancy:-0.352
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.332
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.329
Maternal Lab History: GFR Calculation-postPregnancy:-0.309
Maternal Lab History: GFR in African American-postPregnancy:-0.309
Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.514
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:1.000
Newborn Diagnosis:9ccs47:Ot bnign neo:0.315
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.315
Maternal Diagnosis:9ccs117:Ot circul dx:0.257
Newborn Diagnosis:9ccs217:Ot cong anom:0.240
Diagnosis:9ccs106:Dysrhythmia:0.222
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.198
Maternal Lab History: MONOCYTE-postPregnancy:-0.166
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.156
Diagnosis:9ccs211:Ot conn tiss:0.095
Maternal Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs117:Ot circul dx:1.000
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.407
Newborn Diagnosis:9ccs191:Amnios dx:0.257
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.257
Maternal Lab History: MONOCYTE-postPregnancy:-0.214
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.201
Maternal Diagnosis:9ccs60:Acut p-h anm:0.122
Maternal Procedure History:58300-postPregnancy:-0.118
Maternal Lab History: RDW-postPregnancy:0.115
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.105
Maternal Lab History: HERPES II IgG-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HERPES II IgG-otherPregnancy:1.000
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:-0.500
Maternal Lab History: PROGESTERONE-postPregnancy:-0.500
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.500
Maternal Lab History: PROLACTIN-postPregnancy:0.494
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.475
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.378
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:-0.354
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.345
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.323
Maternal Procedure History:J7302-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Maternal Procedure History:J7302-postPregnancy:1.000
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.674
Maternal Lab History: UIBC-postPregnancy:0.443
Maternal Lab History: FREE T-4-postPregnancy:-0.155
Maternal Procedure History:58300-postPregnancy:0.148
Maternal Lab History: BASOPHIL-postPregnancy:0.130
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.126
Maternal Lab History: MONOS-postPregnancy:-0.120
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.102
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.095
Maternal Procedure History:97001-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Maternal Procedure History:97001-postPregnancy:1.000
Maternal Procedure History:97110-postPregnancy:0.849
Maternal Procedure History:97140-postPregnancy:-0.717
Maternal Procedure History:97530-postPregnancy:-0.655
Maternal Procedure History:97112-postPregnancy:0.601
Maternal Lab History: RET ABS-postPregnancy:-0.441
Maternal Procedure History:J3301-postPregnancy:0.441
Maternal Procedure History:20550-postPregnancy:0.441
Maternal Lab History: RET %-postPregnancy:-0.441
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.360
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.848 [0.761 10.659] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:1.000
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.442
Maternal Diagnosis:9ccs237:Complic devi-postPregnancy:0.333
Maternal Diagnosis:9ccs1:Tuberculosis-postPregnancy:0.333
Maternal Procedure History:85018-postPregnancy:0.323
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.245
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.234
Maternal Diagnosis:9ccs96:Hrt valve dx-otherPregnancy:0.234
Maternal Procedure History:76830-postPregnancy:0.233
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.190
Maternal Lab History: TRIGLYCERIDE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:1.000
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.833
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.807
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.485
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.454
Maternal Lab History: VLDL-otherPregnancy:0.414
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.397
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.390
Maternal Lab History: COLONY COUNT-otherPregnancy:0.361
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.335
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:1.000
Lab:294199 BILIRUBIN SCAN - LMC:-0.840
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.616
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.577
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.546
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.500
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.481
Maternal Lab History: FREE T3-postPregnancy:0.463
Maternal Lab History: GLUCOSE-postPregnancy:0.398
Maternal Procedure History:97014-postPregnancy:-0.338
Maternal Lab History: INR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: INR-otherPregnancy:1.000
Maternal Lab History: PT-otherPregnancy:0.707
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.516
Maternal Lab History: PTT-otherPregnancy:0.446
Diagnosis:9ccs56:Cystic fibro:0.421
Maternal Lab History: URIC ACID-otherPregnancy:-0.387
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.365
Maternal Lab History: GAMMA GT-otherPregnancy:0.334
Maternal Diagnosis:9ccs125:Bronchitis-otherPregnancy:-0.280
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.278
Maternal Procedure History:J1055-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:J1055-postPregnancy:1.000
Maternal Procedure History:90772-postPregnancy:0.651
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.382
Maternal Procedure History:81025-postPregnancy:0.321
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.270
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.202
Maternal Lab History: PATIENT-postPregnancy:0.171
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.165
Lab:323854 CULTURE FECES - Sunrise:-0.156
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.152
Maternal Lab History: eGFR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: eGFR-otherPregnancy:1.000
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.349
Maternal Diagnosis:9ccs125:Bronchitis-otherPregnancy:-0.299
Maternal Lab History: GAMMA GT-otherPregnancy:0.262
Maternal Lab History: LDH-otherPregnancy:0.251
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.247
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:-0.211
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.205
Maternal Lab History: RUBELLA-otherPregnancy:-0.170
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.163
Maternal Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs159:UTI:1.000
Maternal Diagnosis:9ccs97:Carditis:0.447
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.317
Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.317
Maternal Diagnosis:9ccs130:Pleurisy:0.315
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.194
Newborn Diagnosis:9ccs219:Low birth wt:0.167
Diagnosis:9ccs219:Low birth wt:0.158
Maternal Diagnosis:9ccs149:Biliary dx:0.131
Maternal Diagnosis:9ccs184:Early labor:0.117
Maternal Lab History: GLUCOSE POCT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: GLUCOSE POCT-postPregnancy:1.000
Diagnosis:9ccs181:Ot preg comp:0.505
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:-0.446
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:-0.446
Diagnosis:9ccs52:Nutrit defic:-0.258
Lab:294495 LEAD, BLOOD - LMC:-0.239
Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.223
Maternal Lab History: TP VOLUME-postPregnancy:-0.198
Maternal Diagnosis:9ccs0:No DX:-0.173
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.165
Maternal Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs211:Ot conn tiss:1.000
Maternal Diagnosis:9ccs121:Oth vein dx:0.377
Maternal Diagnosis:9ccs197:Skin infectn:0.377
Maternal Diagnosis:9ccs199:Ulcer skin:0.377
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.292
Maternal Lab History: CPK-postPregnancy:0.268
Maternal Diagnosis:9ccs229:Fx arm-postPregnancy:0.266
Maternal Diagnosis:9ccs225:Joint injury-postPregnancy:0.266
Maternal Diagnosis:9ccs2:Septicemia:0.266
Maternal Diagnosis:9ccs95:Oth nerv dx:0.266
Maternal Lab History: Immunoglobulin E-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: Immunoglobulin E-postPregnancy:1.000
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.576
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.569
Maternal Lab History: PATIENT-postPregnancy:0.486
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.470
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.407
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.357
Maternal Lab History: Cockroach IgE-postPregnancy:0.333
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:0.329
Maternal Procedure History:90746-postPregnancy:0.298
Maternal Lab History: Walnut Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000
Maternal Lab History: Elm Tree IgE-postPregnancy:1.000
Maternal Lab History: Birch Tree IgE-postPregnancy:1.000
Maternal Lab History: Maple Tree IgE-postPregnancy:1.000
Maternal Lab History: Peanut IgE-postPregnancy:1.000
Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000
Maternal Lab History: Oak Tree IgE-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:-0.231
Maternal Procedure History:90471-postPregnancy:-0.224
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.197
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:1.000
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.746
Maternal Lab History: HCG-otherPregnancy:0.693
Maternal Lab History: NT MoM-otherPregnancy:0.656
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.622
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.424
Maternal Lab History: FERRITIN-otherPregnancy:0.416
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.373
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.373
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.373
Maternal Diagnosis:9ccs130:Pleurisy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs130:Pleurisy:1.000
Maternal Diagnosis:9ccs97:Carditis:0.707
Maternal Diagnosis:9ccs159:UTI:0.315
Maternal Diagnosis:9ccs149:Biliary dx:0.211
Newborn Diagnosis:9ccs259:Unclassified:0.164
Maternal Diagnosis:9ccs49:DiabMel no c:0.101
Diagnosis:9ccs255:Social admin:-0.072
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066
Newborn Diagnosis:9ccs256:Exam/eval:0.065
Newborn Diagnosis:9ccs219:Low birth wt:0.063
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.500
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.471
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.470
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:-0.412
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:-0.412
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.398
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.355
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.294
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.281
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:1.000
Maternal Lab History: HCG-otherPregnancy:-0.760
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.746
Maternal Lab History: INHMOM-otherPregnancy:-0.736
Maternal Lab History: PAPP-A-otherPregnancy:0.721
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.615
Maternal Lab History: APF MoM-otherPregnancy:-0.577
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.499
Maternal Lab History: INHMOM-postPregnancy:-0.497
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.418
Maternal Procedure History:S9470-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.705 [0.203 2.448] | indivs AUC:0.495
Correlated most with:
Maternal Procedure History:S9470-otherPregnancy:1.000
Maternal Procedure History:S9470-postPregnancy:0.430
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.249
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.176
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.160
Newborn Diagnosis:9ccs95:Oth nerv dx:0.149
Maternal Procedure History:99401-otherPregnancy:0.146
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.144
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.144
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.144
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:1.000
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:0.383
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.333
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.333
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.333
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.333
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.253
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.241
Maternal Procedure History:92551-postPregnancy:0.236
Maternal Lab History: CPK-postPregnancy:-0.236
Maternal Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1740 | OR_unadj: 2.841 [0.363 22.266] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del:1.000
Maternal Diagnosis:9ccs39:Leukemias:-0.301
Maternal Lab History: LIPASE-postPregnancy:0.234
Maternal Lab History: AMYLASE-postPregnancy:0.223
Maternal Lab History: CHLAMYDIA AG RESULT-postPregnancy:0.214
Diagnosis:9ccs236:Opn wnd extr:-0.171
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.124
Maternal Diagnosis:9ccs0:No DX:-0.119
Maternal Lab History: URINE KETONES-postPregnancy:-0.113
Diagnosis:9ccs2:Septicemia:-0.110
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Diagnosis:9ccs105:Conduction:0.158
Newborn Diagnosis:9ccs200:Oth skin dx:0.155
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.109
Diagnosis:9ccs44:Neoplsm unsp:0.109
Diagnosis:9ccs62:Coag/hemr dx:0.105
Maternal Lab History: O2 SATURATION-postPregnancy:0.102
Maternal Lab History: PO2-postPregnancy:0.095
Diagnosis:9ccs117:Ot circul dx:0.093
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.089
Maternal Lab History: Maple Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: Peanut IgE-postPregnancy:1.000
Maternal Lab History: Maple Tree IgE-postPregnancy:1.000
Maternal Lab History: Birch Tree IgE-postPregnancy:1.000
Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000
Maternal Lab History: Elm Tree IgE-postPregnancy:1.000
Maternal Lab History: Oak Tree IgE-postPregnancy:1.000
Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:-0.231
Maternal Procedure History:90471-postPregnancy:-0.224
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.197
Vital: BMI Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs208:Acq foot def:-0.268
Diagnosis:9ccs159:UTI:-0.088
Diagnosis:9ccs259:Unclassified:-0.068
Diagnosis:9ccs127:COPD:-0.067
Maternal Diagnosis:9ccs176:Contraceptiv:0.060
Diagnosis:9ccs91:Other eye dx:0.059
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.052
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.052
MatDeliveryAge:0.048
Diagnosis:9ccs10:Immuniz/scrn:0.044
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:1.000
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.500
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.500
Maternal Diagnosis:10ccs168:PID-postPregnancy:0.500
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.500
Maternal Diagnosis:10ccs198:Ot infl skin-postPregnancy:0.500
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.500
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.500
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.499
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.431
Maternal Lab History: PAPP-A MoM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: PAPP-A MoM-otherPregnancy:1.000
Maternal Lab History: HCG-otherPregnancy:0.885
Maternal Lab History: APF MoM-otherPregnancy:0.788
Maternal Lab History: INHMOM-otherPregnancy:0.756
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.746
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.746
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.730
Maternal Lab History: NT MoM-otherPregnancy:0.696
Maternal Lab History: INHMOM-postPregnancy:0.548
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.459
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:1.000
Maternal Lab History: PAPP-A-otherPregnancy:-0.660
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.660
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.499
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.453
Maternal Lab History: NT MoM-otherPregnancy:-0.411
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.307
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.300
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:-0.294
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.248
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:1.000
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.339
Diagnosis:9ccs142:Appendicitis:0.301
Maternal Diagnosis:9ccs86:Cataract-postPregnancy:0.301
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:0.301
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.301
Maternal Lab History: GTT 90 MIN-postPregnancy:0.257
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.244
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:0.211
Maternal Diagnosis:9ccs212:Ot bone dx:0.211
Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.496
Correlated most with:
Newborn Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs213:Cardiac anom:0.441
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.257
Diagnosis:9ccs104:Oth heart dx:0.257
Newborn Diagnosis:9ccs97:Carditis:0.257
Newborn Diagnosis:9ccs239:Superfic inj:0.257
Newborn Diagnosis:9ccs104:Oth heart dx:0.257
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.235
Diagnosis:9ccs96:Hrt valve dx:0.208
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.180
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.815 [0.231 2.873] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.341
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.286
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.249
Maternal Diagnosis:9ccs125:Bronchitis-otherPregnancy:0.249
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:0.249
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.249
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.249
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.249
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.249
Vital: HC Percentile-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:0.059
Diagnosis:9ccs122:Pneumonia:0.057
Maternal Diagnosis:9ccs186:DM in preg:-0.054
Diagnosis:9ccs128:Asthma:-0.053
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.051
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.051
Diagnosis:9ccs198:Ot infl skin:-0.049
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.048
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.040
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.040
Maternal Lab History: PAPP-A-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: PAPP-A-otherPregnancy:1.000
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.721
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.696
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.660
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.577
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.424
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.424
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.424
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.421
Maternal Lab History: INHMOM-otherPregnancy:-0.402
Maternal Diagnosis:9ccs120:Hemmorhoids | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs120:Hemmorhoids:1.000
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.407
Diagnosis:9ccs89:Blindness:0.128
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.116
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.113
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.112
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.097
Maternal Lab History: CHLORIDE-postPregnancy:0.081
Newborn Diagnosis:9ccs259:Unclassified:0.079
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.071
Maternal Lab History: MONOCYTE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.481
Correlated most with:
Maternal Lab History: MONOCYTE-postPregnancy:1.000
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.326
Maternal Diagnosis:9ccs96:Hrt valve dx:-0.272
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.261
Maternal Lab History: NEUTROPHIL-postPregnancy:0.253
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.238
Diagnosis:9ccs2611:E Codes: Natural/environment:0.231
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.231
Maternal Diagnosis:9ccs117:Ot circul dx:-0.214
Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.188
Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs76:Meningitis:1.000
Lab:297275 STREP RAPID TEST (POCT):0.106
Diagnosis:9ccs92:Otitis media:0.103
Diagnosis:9ccs124:Tonsillitis:0.084
Maternal Diagnosis:9ccs195:Ot compl bir:-0.083
Diagnosis:9ccs4:Mycoses:0.082
Number of Visits:0.082
Maternal Lab History: 3 HOUR-otherPregnancy:-0.081
Maternal Diagnosis:9ccs176:Contraceptiv:0.079
Diagnosis:9ccs133:Oth low resp:0.073
Maternal Lab History: Peanut IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: Birch Tree IgE-postPregnancy:1.000
Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000
Maternal Lab History: Peanut IgE-postPregnancy:1.000
Maternal Lab History: Oak Tree IgE-postPregnancy:1.000
Maternal Lab History: Elm Tree IgE-postPregnancy:1.000
Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000
Maternal Lab History: Maple Tree IgE-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:-0.231
Maternal Procedure History:90471-postPregnancy:-0.224
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.197
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.704 [0.239 2.073] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.366
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.287
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.280
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.280
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.264
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.245
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.241
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.229
Maternal Procedure History:86580-otherPregnancy:0.218
Maternal Diagnosis:9ccs225:Joint injury-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs225:Joint injury-postPregnancy:1.000
Maternal Diagnosis:9ccs229:Fx arm-postPregnancy:0.499
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.407
Maternal Diagnosis:9ccs211:Ot conn tiss:0.266
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.211
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.187
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.174
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.169
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.146
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.145
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.335
Maternal Diagnosis:10ccs168:PID-postPregnancy:0.290
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.290
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.250
Maternal Lab History: eGFR-postPregnancy:0.244
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:-0.216
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:-0.216
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.216
Maternal Diagnosis:9ccs217:Ot cong anom:0.193
Maternal Lab History: TOXOPLASMA IGG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:1.000
Maternal Diagnosis:9ccs86:Cataract-postPregnancy:-0.559
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:0.476
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.475
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.475
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:-0.396
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:0.337
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.275
Maternal Lab History: HERPES II IgG-postPregnancy:-0.248
Maternal Lab History: eGFR-postPregnancy:-0.213
Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: TWIN B NT-postPregnancy:-0.437
Maternal Lab History: TWIN B CRL-postPregnancy:-0.437
Maternal Lab History: APF MoM-postPregnancy:-0.294
Maternal Procedure History:92551-postPregnancy:-0.222
Diagnosis:9ccs214:GI cong anom:0.157
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.137
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.115
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.112
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.111
Maternal Lab History: SODIUM-postPregnancy:-0.103
Maternal Diagnosis:9ccs159:UTI-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.527 [0.156 1.782] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:1.000
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.342
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.302
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.293
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.274
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.258
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.257
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.251
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.238
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.229
Maternal Procedure History:90746-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:90746-postPregnancy:1.000
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.519
Maternal Lab History: PATIENT-postPregnancy:0.437
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.423
Maternal Procedure History:J3301-postPregnancy:-0.367
Maternal Procedure History:20550-postPregnancy:-0.367
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.367
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:-0.330
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:-0.330
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:-0.330
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:1.000
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.407
Diagnosis:9ccs141:Ot dx stomch:0.211
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.211
Newborn Diagnosis:9ccs213:Cardiac anom:0.180
Maternal Lab History: BUN-postPregnancy:0.109
Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.104
Maternal Lab History: ABS LYMPH-postPregnancy:0.101
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.100
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.096
Maternal Lab History: BETA-HCG QUANT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:1.000
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.405
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.355
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:-0.303
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:-0.303
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.271
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.250
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.229
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.175
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:-0.175
Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.285
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.235
Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.234
Maternal Diagnosis:9ccs69:Affective dx:0.221
Maternal Procedure History:93005-otherPregnancy:-0.194
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.182
Maternal Lab History: WEIGHT-otherPregnancy:-0.167
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.159
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.146
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.140
Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs5:HIV infectn:0.464
Maternal Diagnosis:9ccs67:Subst-r mntl:0.464
Maternal Diagnosis:9ccs69:Affective dx:0.232
Maternal Diagnosis:9ccs5:HIV infectn:0.164
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.105
Diagnosis:9ccs234:Crush injury:-0.098
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.084
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.083
Maternal Lab History: A/G-postPregnancy:-0.080
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.080
Newborn Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs155:Other GI dx:1.000
Maternal Diagnosis:9ccs56:Cystic fibro:0.500
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.412
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.353
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.326
Maternal Lab History: HERPES II IgG-postPregnancy:0.302
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.295
Diagnosis:9ccs56:Cystic fibro:0.287
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.287
Maternal Lab History: GENTAMICIN PEAK-postPregnancy:0.276
Maternal Procedure History:93005-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.502
Correlated most with:
Maternal Procedure History:93005-postPregnancy:1.000
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.567
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.567
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.463
Maternal Procedure History:93005-otherPregnancy:0.407
Maternal Lab History: CPK-postPregnancy:-0.401
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.401
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.401
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.328
Maternal Lab History: 2 HOUR-postPregnancy:0.309
Maternal Lab History: GFR Calculation-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: GFR Calculation-otherPregnancy:1.000
Maternal Lab History: GFR in African American-otherPregnancy:1.000
Diagnosis:9ccs120:Hemmorhoids:0.731
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.731
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.623
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.447
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.429
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.421
Maternal Procedure History:81025-otherPregnancy:0.392
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.390
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 0.194 [0.026 1.461] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:1.000
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.396
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.327
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.323
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.304
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.268
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.255
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.238
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.228
Maternal Diagnosis:10ccs48:Thyroid dsor-postPregnancy:0.228
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:1.000
Newborn Diagnosis:9ccs239:Superfic inj:0.906
Newborn Diagnosis:9ccs104:Oth heart dx:0.906
Newborn Diagnosis:9ccs97:Carditis:0.906
Maternal Lab History: FREE T-4-otherPregnancy:-0.605
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.524
Maternal Lab History: FREE T3-postPregnancy:-0.409
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.281
Maternal Diagnosis:9ccs48:Thyroid dsor:0.274
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.262
Maternal Diagnosis:9ccs50:DiabMel w/cm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs50:DiabMel w/cm:1.000
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.577
Lab:294199 BILIRUBIN SCAN - LMC:-0.485
Lab:292147 TSH - Sunrise:-0.376
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.356
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.315
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.287
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.278
Maternal Lab History: FREE T3-postPregnancy:0.267
Maternal Lab History: GLUCOSE-postPregnancy:0.231
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:1.000
Maternal Diagnosis:9ccs57:Immunity dx-otherPregnancy:0.408
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.408
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.408
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.408
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.408
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.408
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.408
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.408
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.408
Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:0.306
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.144
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.144
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.125
Maternal Lab History: AFP-otherPregnancy:0.106
Lab:294048 STOOL CULTURE - LMC:-0.105
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.104
Maternal Lab History: WEIGHT-postPregnancy:0.097
Maternal Procedure History:86703-postPregnancy:0.097
Diagnosis:9ccs2603:E Codes: Fall:-0.093
Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs64:Ot hematl dx:1.000
Newborn Diagnosis:9ccs252:Fatigue:0.276
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.276
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.276
Maternal Lab History: COLONY COUNT-postPregnancy:0.214
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.157
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.154
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.135
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.135
Diagnosis:9ccs63:Wht blood dx:0.135
Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: FOLATE-postPregnancy:-0.269
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.222
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.222
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.206
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.190
Maternal Lab History: FREE T-4-postPregnancy:-0.094
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.079
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.076
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.067
Diagnosis:9ccs0:No DX:-0.067
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:1.000
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.663
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.663
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.663
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.469
Maternal Lab History: IRON-postPregnancy:-0.425
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.407
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.383
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.383
Maternal Lab History: APF MoM-otherPregnancy:-0.347
Maternal Lab History: URINE SUGAR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: URINE SUGAR-otherPregnancy:1.000
Maternal Lab History: URINE SUGAR-postPregnancy:0.835
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.279
Maternal Lab History: ANION GAP-postPregnancy:0.166
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.163
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.163
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.148
Diagnosis:9ccs232:Sprain:-0.120
Maternal Lab History: ABS LYMPH-otherPregnancy:0.105
Maternal Procedure History:81000-otherPregnancy:-0.102
Maternal Diagnosis:9ccs97:Carditis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs97:Carditis:1.000
Maternal Diagnosis:9ccs130:Pleurisy:0.707
Maternal Diagnosis:9ccs159:UTI:0.447
Maternal Diagnosis:9ccs149:Biliary dx:0.301
Newborn Diagnosis:9ccs259:Unclassified:0.116
Diagnosis:9ccs255:Social admin:-0.106
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099
Newborn Diagnosis:9ccs256:Exam/eval:0.097
Newborn Diagnosis:9ccs219:Low birth wt:0.095
Number of Visits:0.071
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 1.639 [0.796 3.377] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.512
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.330
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.328
Maternal Lab History: CREATININE-otherPregnancy:-0.285
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.264
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.264
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.252
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.249
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.238
Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:0.175
Diagnosis:9ccs95:Oth nerv dx:0.119
Diagnosis:9ccs138:Esophgeal dx:0.095
Diagnosis:9ccs224:Ot perint dx:0.094
Diagnosis:9ccs217:Ot cong anom:0.073
Diagnosis:9ccs94:Other ear dx:0.067
Maternal Diagnosis:9ccs191:Amnios dx:0.067
Diagnosis:9ccs134:Ot uppr resp:0.066
Diagnosis:9ccs113:Late eff CVD:0.066
Diagnosis:9ccs4:Mycoses:0.064
Maternal Lab History: CREATININE CLEARANCE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:1.000
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.654
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.489
Newborn Diagnosis:9ccs91:Other eye dx:-0.466
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.348
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.339
Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.289
Maternal Lab History: TP VOLUME-postPregnancy:0.275
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.226
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.194
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs237:Complic devi-postPregnancy:0.408
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.331
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.287
Maternal Diagnosis:9ccs96:Hrt valve dx-otherPregnancy:0.287
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.287
Maternal Diagnosis:9ccs153:GI hemorrhag-otherPregnancy:0.287
Maternal Lab History: RUBELLA-otherPregnancy:0.284
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.255
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.234
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.391 [0.049 3.099] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:1.000
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.315
Maternal Diagnosis:9ccs245:Syncope-otherPregnancy:0.315
Diagnosis:9ccs109:Acute CVD:0.315
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.282
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.248
Maternal Lab History: TEST NAME-postPregnancy:0.237
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.232
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.224
Maternal Procedure History:97035-postPregnancy:-0.224
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:1.000
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.802
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.802
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.802
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.567
Maternal Lab History: PROLACTIN-postPregnancy:-0.542
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.463
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.463
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.401
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.401
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.834
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.764
Maternal Lab History: PTT-postPregnancy:-0.306
Maternal Lab History: O2 SATURATION-postPregnancy:0.304
Maternal Lab History: PO2-postPregnancy:0.186
Maternal Lab History: GENTAMICIN PEAK-postPregnancy:-0.180
Diagnosis:9ccs89:Blindness:0.153
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.152
Maternal Lab History: MAGNESIUM-postPregnancy:0.147
Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs67:Subst-r mntl:0.302
Diagnosis:9ccs5:HIV infectn:0.302
Maternal Diagnosis:9ccs69:Affective dx:0.151
Maternal Diagnosis:9ccs5:HIV infectn:0.107
Maternal Diagnosis:9ccs128:Asthma:-0.097
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.080
Diagnosis:9ccs122:Pneumonia:0.064
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.062
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.062
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.061
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.862
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.833
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.536
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.474
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.461
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.441
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.377
Maternal Lab History: FREE T-4-otherPregnancy:0.374
Maternal Lab History: LDL-otherPregnancy:-0.373
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:1.000
Maternal Lab History: TEST NAME-postPregnancy:-0.396
Maternal Lab History: VITAMIN B-12-postPregnancy:0.367
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.327
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:-0.316
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.308
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.268
Maternal Lab History: PATIENT-postPregnancy:-0.266
Maternal Lab History: IRON % SATURATION-postPregnancy:0.258
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:-0.224
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:1.000
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.707
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.327
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.287
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.268
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.266
Maternal Lab History: eGFR-otherPregnancy:-0.247
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.234
Maternal Lab History: MONOCYTE-postPregnancy:0.231
Maternal Procedure History:99401-otherPregnancy:0.222
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:1.000
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.916
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.735
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.489
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.437
Maternal Lab History: TP VOLUME-postPregnancy:0.386
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.246
Newborn Diagnosis:9ccs91:Other eye dx:0.245
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.230
Maternal Lab History: URINE PROTEIN-postPregnancy:0.180
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.815 [0.231 2.873] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:1.000
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.405
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.249
Maternal Diagnosis:10ccs168:PID-postPregnancy:0.249
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.249
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.249
Maternal Lab History: AST (SGOT)-otherPregnancy:0.238
Maternal Lab History: BILE ACIDS-otherPregnancy:0.204
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.194
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.188
Maternal Lab History: BAND NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:1.000
Maternal Diagnosis:9ccs84:Headache/mig:0.318
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:-0.302
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.246
Maternal Lab History: TEST NAME-otherPregnancy:0.246
Maternal Lab History: MONOCYTE-postPregnancy:-0.238
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:-0.224
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.224
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.223
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.223
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:1.000
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.707
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.611
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.577
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.500
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.500
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.500
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.500
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.500
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.500
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.756 [0.216 2.644] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.418
Maternal Diagnosis:9ccs48:Thyroid dsor:0.361
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.250
Maternal Lab History: URINE CULTURE-postPregnancy:0.246
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.241
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.241
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.241
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.241
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.241
Maternal Lab History: URINE PROT. RANDOM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:1.000
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.735
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.597
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.582
Newborn Diagnosis:9ccs91:Other eye dx:0.347
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.346
Maternal Lab History: AFP-otherPregnancy:0.312
Maternal Lab History: ESTRIOL-otherPregnancy:0.248
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.245
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.227
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.962
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.700
Maternal Diagnosis:9ccs96:Hrt valve dx-otherPregnancy:0.664
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.543
Maternal Lab History: ALT-otherPregnancy:0.415
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.398
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.363
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.352
Maternal Lab History: TP VOLUME-otherPregnancy:-0.338
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:1.000
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:0.741
Maternal Lab History: HEPATITIS B DNA-postPregnancy:0.741
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.559
Maternal Lab History: PATIENT-postPregnancy:0.471
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.456
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.395
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.329
Maternal Procedure History:90746-postPregnancy:0.290
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.283
Maternal Diagnosis:9ccs1:Tuberculosis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs1:Tuberculosis:1.000
Diagnosis:9ccs165:Inf male gen:0.142
Diagnosis:9ccs244:Other injury:0.139
Maternal Diagnosis:9ccs59:Anemia:0.106
Diagnosis:9ccs122:Pneumonia:0.073
Diagnosis:9ccs4:Mycoses:0.070
Diagnosis:9ccs10:Immuniz/scrn:-0.050
Number of Visits:0.049
Maternal Diagnosis:9ccs190:Fetal distrs:0.043
Diagnosis:9ccs90:Eye infectn:0.041
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:1.000
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.301
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.301
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.211
Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.211
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.211
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.171
Diagnosis:9ccs52:Nutrit defic:0.171
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.171
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.171
Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs3:Oth bact inf:1.000
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.301
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.301
Lab:297280 GLUCOSE REAGENT STRIP:0.214
Newborn Diagnosis:9ccs63:Wht blood dx:0.211
Diagnosis:9ccs232:Sprain:0.211
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.211
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.211
Diagnosis:9ccs247:Lymph enlarg:0.202
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.168
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:1.000
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.707
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.379
Maternal Lab History: eGFR-otherPregnancy:-0.349
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.333
Maternal Procedure History:86703-otherPregnancy:0.315
Maternal Lab History: PROLACTIN-postPregnancy:-0.267
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.249
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.249
Maternal Procedure History:99401-otherPregnancy:0.226
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:1.000
Lab:294199 BILIRUBIN SCAN - LMC:0.480
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.377
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.301
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.291
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.266
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.249
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.185
Maternal Lab History: RBC-otherPregnancy:0.158
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.149
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.181 [0.379 3.682] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:1.000
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.332
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.328
Maternal Lab History: INHMOM-postPregnancy:0.292
Maternal Lab History: HCG-otherPregnancy:0.285
Maternal Lab History: NT MoM-otherPregnancy:0.279
Maternal Procedure History:45300-postPregnancy:0.275
Maternal Lab History: INHMOM-otherPregnancy:0.274
Maternal Lab History: APF MoM-otherPregnancy:0.269
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.261
Maternal Lab History: HEMOGLOBIN A-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.586 [0.172 2.000] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.693
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.382
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.292
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.248
Maternal Lab History: GLOBULIN-otherPregnancy:-0.211
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:-0.207
Maternal Diagnosis:9ccs153:GI hemorrhag-otherPregnancy:-0.193
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.187
Maternal Lab History: PH-otherPregnancy:0.177
Maternal Lab History: PH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.469 [0.107 2.059] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: PH-otherPregnancy:1.000
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.325
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.302
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.261
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.250
Maternal Lab History: URIC ACID-otherPregnancy:-0.245
Maternal Procedure History:59430-postPregnancy:0.237
Maternal Lab History: MAGNESIUM-otherPregnancy:0.223
Maternal Lab History: PT-otherPregnancy:0.213
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.199
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:1.000
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.470
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.461
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.408
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.408
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.408
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.328
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.302
Maternal Procedure History:45300-postPregnancy:-0.299
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.293
Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs147:Anal/rectal:1.000
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.249
Diagnosis:9ccs120:Hemmorhoids:0.249
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.214
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.200
Maternal Lab History: PTT-otherPregnancy:0.193
Maternal Lab History: GFR in African American-otherPregnancy:0.184
Maternal Lab History: GFR Calculation-otherPregnancy:0.184
Maternal Lab History: INR-otherPregnancy:0.183
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.174
Maternal Lab History: IRON-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: IRON-otherPregnancy:1.000
Maternal Lab History: FERRITIN-otherPregnancy:0.746
Maternal Lab History: MONOCYTE-otherPregnancy:0.618
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.427
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.427
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.427
Maternal Lab History: ESTRIOL-otherPregnancy:0.310
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.308
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.306
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.302
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:1.000
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.582
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.499
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.461
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.417
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.407
Maternal Lab History: GENTAMICIN PEAK-postPregnancy:0.391
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.390
Newborn Diagnosis:9ccs155:Other GI dx:0.353
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.315
Maternal Lab History: UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: UREA NITROGEN-otherPregnancy:1.000
Maternal Lab History: GLOBULIN-otherPregnancy:-0.606
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.559
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.472
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.433
Maternal Lab History: 1 HOUR-otherPregnancy:0.413
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.395
Maternal Lab History: A/G-otherPregnancy:0.374
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.350
Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.335
Maternal Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs96:Hrt valve dx:1.000
Maternal Diagnosis:9ccs143:Abdom hernia:0.353
Maternal Lab History: MONOCYTE-postPregnancy:-0.272
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.227
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.222
Diagnosis:9ccs208:Acq foot def:0.187
Maternal Diagnosis:9ccs238:Complic proc:0.164
Maternal Diagnosis:9ccs106:Dysrhythmia:0.105
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.099
Diagnosis:9ccs123:Influenza:0.088
Maternal Diagnosis:9ccs142:Appendicitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs142:Appendicitis:1.000
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.267
Maternal Lab History: MONOS-postPregnancy:0.244
Newborn Diagnosis:9ccs96:Hrt valve dx:0.212
Maternal Lab History: GFR Calculation-postPregnancy:-0.193
Maternal Lab History: GFR in African American-postPregnancy:-0.191
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.170
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.165
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.151
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.106
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:1.000
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.500
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.346
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.301
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.301
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.301
Lab:321098 OCCULT BLOOD FECES - Sunrise:0.262
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.211
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.196
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.195
Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs205:Back problem:1.000
Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.197
Diagnosis:9ccs245:Syncope:0.157
Maternal Diagnosis:9ccs6:Hepatitis:0.100
Lab:294203 BILIRUBIN TOTAL - LMC:0.095
Maternal Procedure History:90746-postPregnancy:-0.092
Maternal Diagnosis:9ccs191:Amnios dx:0.086
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.083
Diagnosis:9ccs251:Abdomnl pain:0.082
Diagnosis:9ccs133:Oth low resp:0.080
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.391 [0.049 3.099] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:1.000
Maternal Diagnosis:9ccs86:Cataract-postPregnancy:0.315
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.314
Maternal Procedure History:90801-postPregnancy:0.290
Maternal Lab History: PTT-otherPregnancy:0.244
Maternal Lab History: INR-otherPregnancy:0.231
Maternal Procedure History:97035-postPregnancy:-0.224
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.224
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.224
Maternal Lab History: TSH-postPregnancy:0.224
Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.189
Maternal Procedure History:86703-postPregnancy:-0.121
Maternal Lab History: WEIGHT-postPregnancy:-0.099
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.089
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.089
Maternal Lab History: WEIGHT-otherPregnancy:-0.086
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:-0.086
Maternal Procedure History:99401-postPregnancy:-0.084
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.077
Diagnosis:9ccs259:Unclassified:0.077
Maternal Lab History: ABSOLUTE MONO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: ABSOLUTE MONO-postPregnancy:1.000
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.655
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.649
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.520
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.470
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.301
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:-0.260
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.256
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.241
Diagnosis:9ccs109:Acute CVD:-0.241
Maternal Lab History: Birch Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000
Maternal Lab History: Elm Tree IgE-postPregnancy:1.000
Maternal Lab History: Birch Tree IgE-postPregnancy:1.000
Maternal Lab History: Maple Tree IgE-postPregnancy:1.000
Maternal Lab History: Peanut IgE-postPregnancy:1.000
Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000
Maternal Lab History: Oak Tree IgE-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:-0.231
Maternal Procedure History:90471-postPregnancy:-0.224
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.197
Maternal Lab History: A/G-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: A/G-otherPregnancy:1.000
Maternal Lab History: GLOBULIN-otherPregnancy:-0.780
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:0.598
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.598
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.546
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.519
Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.471
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.423
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.409
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.383
Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.589
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.485
Maternal Procedure History:93005-otherPregnancy:0.401
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.389
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.376
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.248
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.244
Maternal Lab History: 2 HOUR-otherPregnancy:0.242
Maternal Lab History: WEIGHT-otherPregnancy:0.211
Maternal Diagnosis:9ccs69:Affective dx:0.191
Maternal Procedure History:87880-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.504
Correlated most with:
Maternal Procedure History:87880-postPregnancy:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.447
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.447
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.447
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.447
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.447
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.447
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.447
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.447
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.447
Maternal Lab History: ABSOLUTE MONO-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.452
Diagnosis:9ccs9:Sexual Infxs:-0.400
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.398
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.395
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.308
Maternal Lab History: MONOS-otherPregnancy:0.307
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.303
Diagnosis:9ccs221:Resp distres:-0.298
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.250
Maternal Lab History: TP VOLUME-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: TP VOLUME-postPregnancy:1.000
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.849
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.435
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.386
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.341
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.341
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.275
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.270
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.198
Diagnosis:9ccs52:Nutrit defic:0.197
Diagnosis:9ccs2619:e codes: other specified- nec | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2619:e codes: other specified- nec:1.000
Diagnosis:9ccs258:Other screen:0.230
Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.204
Diagnosis:10ccs58:Ot nutrit dx:0.164
Newborn Diagnosis:9ccs96:Hrt valve dx:0.148
Diagnosis:9ccs127:COPD:0.126
Diagnosis:9ccs217:Ot cong anom:0.116
Diagnosis:9ccs2603:E Codes: Fall:0.114
Diagnosis:9ccs239:Superfic inj:0.105
Diagnosis:9ccs122:Pneumonia:0.103
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:1.000
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.447
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.447
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.414
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.398
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.317
Maternal Diagnosis:9ccs96:Hrt valve dx-otherPregnancy:0.315
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.315
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.315
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.314
Diagnosis:9ccs231:Oth fracture | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs231:Oth fracture:1.000
Diagnosis:9ccs228:Fx skull fac:0.407
Diagnosis:9ccs229:Fx arm:0.332
Diagnosis:9ccs83:Epilepsy/cnv:0.119
Newborn Diagnosis:9ccs223:Birth trauma:0.103
Diagnosis:9ccs222:Perint jaund:0.067
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.051
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.051
Diagnosis:9ccs257:Ot aftercare:0.046
Diagnosis:9ccs7:Viral infect:0.045
Maternal Lab History: ABSOLUTE BASO-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.471
Diagnosis:9ccs221:Resp distres:-0.346
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.331
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.326
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.308
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.294
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.276
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.266
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.260
Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.476
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.190
Maternal Procedure History:92551-postPregnancy:-0.181
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.166
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.158
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.145
Maternal Lab History: NEUTROPHIL-postPregnancy:0.138
Diagnosis:9ccs214:GI cong anom:0.128
Maternal Lab History: SODIUM-postPregnancy:-0.128
Maternal Diagnosis:9ccs0:No DX:-0.119
Maternal Diagnosis:9ccs212:Ot bone dx:-0.118
Maternal Lab History: NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: NEUTROPHIL-postPregnancy:1.000
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.487
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.257
Maternal Lab History: MONOCYTE-postPregnancy:0.253
Maternal Diagnosis:9ccs96:Hrt valve dx:-0.227
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.223
Maternal Lab History: TEST NAME-otherPregnancy:-0.209
Lab:292147 TSH - Sunrise:0.201
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.193
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.173
Lab:292147 TSH - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:292147 TSH - Sunrise:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.723
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.435
Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.376
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.366
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.228
Maternal Lab History: NEUTROPHIL-postPregnancy:0.201
Maternal Diagnosis:9ccs98:HTN:-0.188
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.183
Newborn Diagnosis:9ccs221:Resp distres:-0.181
Maternal Lab History: CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: CHOLESTEROL-otherPregnancy:1.000
Maternal Lab History: LDL-otherPregnancy:0.911
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.635
Maternal Lab History: TP VOLUME-otherPregnancy:0.520
Maternal Lab History: COLONY COUNT-otherPregnancy:0.518
Maternal Lab History: FREE T-4-otherPregnancy:-0.496
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.485
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.484
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.484
Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.484
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.270 [0.035 2.072] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:1.000
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.354
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.266
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.266
Diagnosis:10ccs238:Complic proc:0.266
Diagnosis:9ccs2604:E Codes: Fire/burn:0.266
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.236
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.236
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.235
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.220
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:1.000
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.615
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.615
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.615
Maternal Lab History: IRON-postPregnancy:-0.599
Maternal Lab History: FOLATE-postPregnancy:-0.542
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.435
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.429
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.429
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.407
Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs5:HIV infectn:-0.403
Maternal Diagnosis:9ccs67:Subst-r mntl:-0.403
Maternal Diagnosis:9ccs69:Affective dx:-0.202
Maternal Diagnosis:9ccs5:HIV infectn:-0.143
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.094
Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.071
Maternal Diagnosis:9ccs49:DiabMel no c:-0.061
Diagnosis:9ccs128:Asthma:0.059
Diagnosis:9ccs10:Immuniz/scrn:0.055
Diagnosis:9ccs198:Ot infl skin:0.055
Diagnosis:9ccs52:Nutrit defic | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs52:Nutrit defic:1.000
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.577
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.577
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.258
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.202
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.199
Maternal Lab History: TP VOLUME-postPregnancy:0.197
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.171
Maternal Lab History: eGFR-postPregnancy:0.169
Maternal Lab History: Alk Phos-postPregnancy:0.162
Maternal Lab History: PTT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: PTT-otherPregnancy:1.000
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.543
Maternal Lab History: INR-otherPregnancy:0.446
Diagnosis:9ccs56:Cystic fibro:0.444
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.385
Maternal Lab History: MAGNESIUM-otherPregnancy:-0.346
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.293
Maternal Lab History: URIC ACID-otherPregnancy:0.281
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.257
Maternal Diagnosis:9ccs125:Bronchitis-otherPregnancy:0.256
Maternal Lab History: VITAMIN B-12-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: VITAMIN B-12-postPregnancy:1.000
Maternal Lab History: FOLATE-postPregnancy:0.610
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.531
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:-0.505
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.464
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.464
Maternal Lab History: PATIENT-postPregnancy:-0.426
Maternal Lab History: IRON % SATURATION-postPregnancy:0.412
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.403
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.367
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:1.000
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.707
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.353
Maternal Lab History: URIC ACID-postPregnancy:-0.257
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.234
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.222
Newborn Diagnosis:9ccs221:Resp distres:0.194
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.187
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.180
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.174
Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.178
Maternal Lab History: LDL-postPregnancy:0.170
Diagnosis:9ccs55:Fluid/elc dx:-0.124
Diagnosis:9ccs62:Coag/hemr dx:-0.115
Diagnosis:9ccs59:Anemia:0.095
Diagnosis:9ccs117:Ot circul dx:0.091
Maternal Diagnosis:9ccs182:Hemorr preg:0.089
Diagnosis:9ccs136:Teeth dx:0.075
Diagnosis:9ccs259:Unclassified:-0.074
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.071
Maternal Lab History: PROGESTERONE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: PROGESTERONE-postPregnancy:1.000
Maternal Lab History: LH-postPregnancy:-0.565
Maternal Lab History: TSH-postPregnancy:-0.500
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.500
Maternal Lab History: PROLACTIN-postPregnancy:-0.494
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.378
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.323
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.317
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.289
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.267
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:1.000
Maternal Diagnosis:9ccs225:Joint injury-postPregnancy:0.407
Maternal Lab History: T-4-postPregnancy:0.309
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.286
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.257
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.238
Maternal Lab History: GFR Calculation-otherPregnancy:0.215
Maternal Lab History: GFR in African American-otherPregnancy:0.213
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.202
Maternal Lab History: MAGNESIUM-postPregnancy:-0.198
Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs55:Fluid/elc dx:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.276
Maternal Procedure History:97530-postPregnancy:-0.227
Maternal Procedure History:97112-postPregnancy:0.209
Maternal Lab History: RET ABS-postPregnancy:-0.197
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.197
Maternal Procedure History:J3301-postPregnancy:0.197
Maternal Procedure History:97035-postPregnancy:0.197
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.197
Maternal Procedure History:20550-postPregnancy:0.197
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.883 [0.248 3.146] | indivs AUC:0.512
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.346
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.302
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.293
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.289
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.282
Maternal Lab History: GLUCOSE-postPregnancy:0.271
Diagnosis:9ccs142:Appendicitis:0.257
Maternal Diagnosis:9ccs245:Syncope-otherPregnancy:0.257
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.257
Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs163:Other GU dx:1.000
Maternal Diagnosis:9ccs200:Oth skin dx:0.288
Newborn Diagnosis:9ccs161:Ot dx kidney:0.202
Diagnosis:9ccs145:Int obstruct:0.164
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.164
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.164
Diagnosis:9ccs159:UTI:0.164
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Maternal Procedure History:96372-postPregnancy:0.144
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.125
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:1.000
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.470
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.470
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.333
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.333
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.333
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.333
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.333
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.333
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.333
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:1.000
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.862
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.807
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.635
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.485
Maternal Lab History: LDL-otherPregnancy:0.449
Maternal Lab History: TP VOLUME-otherPregnancy:0.417
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.417
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.389
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.389
Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Lab:306617 OCCULT BLOOD TEST (FECAL):1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.441
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.279
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.268
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.255
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.249
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.244
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.212
Maternal Lab History: VLDL-postPregnancy:-0.200
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.190
Maternal Diagnosis:9ccs170:Prolapse | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs170:Prolapse:1.000
Diagnosis:9ccs59:Anemia:0.070
Diagnosis:9ccs4:Mycoses:0.070
Diagnosis:9ccs90:Eye infectn:0.041
Diagnosis:9ccs200:Oth skin dx:0.037
Maternal Diagnosis:9ccs195:Ot compl bir:0.026
Diagnosis:9ccs7:Viral infect:0.026
Newborn Diagnosis:9ccs224:Ot perint dx:0.026
Diagnosis:9ccs92:Otitis media:0.026
Diagnosis:9ccs253:Allergy:0.024
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.405
Maternal Lab History: AST (SGOT)-otherPregnancy:0.388
Maternal Lab History: BILE ACIDS-otherPregnancy:0.332
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.306
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.293
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.274
Maternal Lab History: 1 HOUR-otherPregnancy:-0.249
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.234
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.234
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.501 [0.149 1.690] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:1.000
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.366
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.351
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.329
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.280
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.277
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.270
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.265
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.250
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.211
Maternal Lab History: PATIENT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: PATIENT-postPregnancy:1.000
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.844
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.783
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.597
Maternal Lab History: Immunoglobulin E-postPregnancy:0.486
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.471
Maternal Procedure History:90746-postPregnancy:0.437
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.428
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.426
Maternal Lab History: INR-postPregnancy:0.367
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:1.000
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.649
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.500
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.494
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.452
Diagnosis:9ccs221:Resp distres:-0.425
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.326
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.285
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.269
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.254
Maternal Lab History: HCG-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HCG-otherPregnancy:1.000
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.885
Maternal Lab History: NT MoM-otherPregnancy:0.864
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.807
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.760
Maternal Lab History: INHMOM-otherPregnancy:0.713
Maternal Lab History: APF MoM-otherPregnancy:0.709
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.693
Maternal Lab History: INHMOM-postPregnancy:0.600
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.539
Maternal Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs55:Fluid/elc dx:1.000
Maternal Diagnosis:9ccs72:Anxiety dx:0.577
Maternal Diagnosis:9ccs102:Chest pain:0.577
Diagnosis:9ccs61:Sickle cell:0.287
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.216
Maternal Diagnosis:9ccs7:Viral infect:0.202
Maternal Diagnosis:9ccs48:Thyroid dsor:0.171
Maternal Diagnosis:9ccs168:PID:0.129
Maternal Diagnosis:9ccs106:Dysrhythmia:0.122
Diagnosis:9ccs8:Oth infectns:0.122
Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs214:GI cong anom:1.000
Maternal Diagnosis:9ccs6:Hepatitis:0.187
Diagnosis:9ccs141:Ot dx stomch:0.148
Diagnosis:9ccs138:Esophgeal dx:0.106
Maternal Diagnosis:9ccs106:Dysrhythmia:0.105
Maternal Diagnosis:9ccs128:Asthma:0.083
Diagnosis:9ccs127:COPD:0.083
Diagnosis:9ccs217:Ot cong anom:0.075
Diagnosis:9ccs47:Ot bnign neo:0.074
Diagnosis:9ccs197:Skin infectn:0.060
Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.507
Correlated most with:
Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000
Maternal Diagnosis:9ccs245:Syncope:0.367
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.244
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.181
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.173
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.142
Maternal Lab History: GLUCOSE-otherPregnancy:0.125
Diagnosis:9ccs211:Ot conn tiss:-0.124
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.117
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.116
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:1.000
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.308
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.293
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.276
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.246
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.241
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.231
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.222
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.212
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.207
Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.493
Correlated most with:
Newborn Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.329
Diagnosis:9ccs96:Hrt valve dx:0.250
Maternal Diagnosis:9ccs169:Endometrios:0.212
Maternal Diagnosis:9ccs142:Appendicitis:0.212
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.192
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.186
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.185
Maternal Lab History: TWIN B NT-postPregnancy:0.175
Maternal Lab History: TWIN B CRL-postPregnancy:0.175
Maternal Lab History: UIBC-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: UIBC-postPregnancy:1.000
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.658
Maternal Procedure History:J7302-postPregnancy:0.443
Maternal Procedure History:90801-postPregnancy:-0.423
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.310
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.310
Maternal Lab History: TSH-postPregnancy:-0.310
Maternal Lab History: A/G RATIO-postPregnancy:0.310
Maternal Lab History: GLUCOSE-otherPregnancy:-0.264
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.241
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:1.000
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.325
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:-0.295
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.268
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.264
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.264
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.264
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.264
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.264
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.264
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:1.000
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.400
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.363
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.315
Diagnosis:9ccs120:Hemmorhoids:0.315
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.274
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.270
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.261
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.255
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.235
Maternal Lab History: MAGNESIUM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: MAGNESIUM-otherPregnancy:1.000
Maternal Lab History: URIC ACID-otherPregnancy:-0.549
Maternal Lab History: PT-otherPregnancy:0.478
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.445
Maternal Lab History: GAMMA GT-otherPregnancy:0.409
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.354
Maternal Lab History: PTT-otherPregnancy:-0.346
Maternal Lab History: AST-otherPregnancy:0.291
Maternal Lab History: INR-otherPregnancy:0.278
Maternal Lab History: MONOCYTE-otherPregnancy:0.249
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.670 [0.229 1.964] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.437
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.400
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.345
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.302
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.287
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.286
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.286
Maternal Lab History: 1 HOUR-otherPregnancy:0.280
Maternal Lab History: CREATININE-otherPregnancy:-0.267
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:1.000
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.582
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.536
Maternal Lab History: GENTAMICIN PEAK-postPregnancy:0.516
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.485
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.475
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.454
Newborn Diagnosis:9ccs155:Other GI dx:0.412
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.368
Maternal Lab History: WEIGHT-otherPregnancy:0.330
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:1.000
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:1.000
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:1.000
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:1.000
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:1.000
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:1.000
Maternal Lab History: CMV AB (IGM)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CMV AB (IGM)-postPregnancy:1.000
Maternal Lab History: HERPES II IgG-postPregnancy:-0.581
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.535
Maternal Lab History: RET %-postPregnancy:0.421
Maternal Lab History: RET ABS-postPregnancy:0.421
Maternal Procedure History:97803-otherPregnancy:0.389
Maternal Lab History: LIPASE-postPregnancy:0.365
Maternal Lab History: HERPES I IgG-postPregnancy:-0.353
Newborn Diagnosis:9ccs216:Nerv cong an:0.344
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.337
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:1.000
Diagnosis:9ccs9:Sexual Infxs:0.460
Maternal Procedure History:97803-otherPregnancy:-0.323
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.276
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.272
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.254
Maternal Lab History: POLYS-otherPregnancy:0.227
Maternal Lab History: MONOS-otherPregnancy:-0.224
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.222
Diagnosis:9ccs221:Resp distres:-0.215
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:1.000
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.707
Maternal Procedure History:90801-postPregnancy:-0.645
Maternal Lab History: PATIENT-postPregnancy:0.597
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.577
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.531
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.500
Maternal Lab History: TSH-postPregnancy:-0.500
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.500
Maternal Lab History: A/G RATIO-postPregnancy:0.500
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.706
Maternal Lab History: PHOSPHOROUS-postPregnancy:0.482
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.344
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.344
Maternal Lab History: MAGNESIUM-postPregnancy:0.249
Maternal Lab History: LDL-postPregnancy:0.241
Maternal Diagnosis:9ccs211:Ot conn tiss:-0.237
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.209
Diagnosis:9ccs52:Nutrit defic:0.199
Vital: BMI Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs208:Acq foot def:0.268
Diagnosis:9ccs159:UTI:0.088
Diagnosis:9ccs259:Unclassified:0.068
Diagnosis:9ccs127:COPD:0.067
Maternal Diagnosis:9ccs176:Contraceptiv:-0.060
Diagnosis:9ccs91:Other eye dx:-0.059
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.052
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.052
MatDeliveryAge:-0.048
Diagnosis:9ccs10:Immuniz/scrn:-0.044
Maternal Lab History: COLONY COUNT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: COLONY COUNT-postPregnancy:1.000
Newborn Diagnosis:9ccs252:Fatigue:0.931
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.417
Maternal Diagnosis:9ccs7:Viral infect:0.330
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.269
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.227
Diagnosis:9ccs64:Ot hematl dx:0.214
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.209
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.206
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.197
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:1.000
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:-0.327
Diagnosis:9ccs120:Hemmorhoids:-0.286
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.286
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.243
Diagnosis:9ccs2611:E Codes: Natural/environment:-0.231
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.218
Maternal Lab History: GFR in African American-otherPregnancy:-0.209
Maternal Lab History: GFR Calculation-otherPregnancy:-0.209
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.202
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:1.000
Maternal Diagnosis:9ccs153:GI hemorrhag-otherPregnancy:0.407
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.295
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.294
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.287
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.257
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.247
Maternal Lab History: COLONY COUNT-otherPregnancy:0.236
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.234
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.234
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.883 [0.248 3.146] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:1.000
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.257
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.257
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.257
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.257
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.253
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.230
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.226
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.223
Maternal Lab History: IRON % SATURATION-postPregnancy:0.212
Maternal Diagnosis:9ccs36:Thyroid cncr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs36:Thyroid cncr:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.088
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.088
Diagnosis:9ccs96:Hrt valve dx:0.076
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.055
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.054
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.051
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.051
Diagnosis:9ccs10:Immuniz/scrn:-0.050
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.043
Maternal Procedure History:97140-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Procedure History:97140-postPregnancy:1.000
Maternal Procedure History:97001-postPregnancy:-0.717
Maternal Procedure History:97530-postPregnancy:0.639
Maternal Procedure History:97014-postPregnancy:0.604
Maternal Procedure History:97112-postPregnancy:-0.503
Maternal Procedure History:20550-postPregnancy:-0.474
Maternal Lab History: RET ABS-postPregnancy:0.474
Maternal Procedure History:J3301-postPregnancy:-0.474
Maternal Lab History: RET %-postPregnancy:0.474
Maternal Procedure History:97110-postPregnancy:-0.401
Newborn Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs133:Oth low resp:1.000
Diagnosis:9ccs216:Nerv cong an:0.202
Diagnosis:9ccs95:Oth nerv dx:0.098
Diagnosis:9ccs244:Other injury:0.096
Diagnosis:9ccs138:Esophgeal dx:0.075
Diagnosis:9ccs166:Oth male gen:0.068
Newborn Diagnosis:9ccs219:Low birth wt:0.063
Diagnosis:9ccs96:Hrt valve dx:0.048
Diagnosis:9ccs94:Other ear dx:0.047
Diagnosis:9ccs122:Pneumonia:0.046
Maternal Lab History: HERPES I IgG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: HERPES I IgG-postPregnancy:1.000
Maternal Lab History: HERPES II IgG-postPregnancy:0.592
Maternal Diagnosis:9ccs86:Cataract-postPregnancy:-0.435
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.353
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:-0.308
Maternal Lab History: APTT-postPregnancy:0.299
Diagnosis:9ccs72:Anxiety dx:-0.292
Maternal Lab History: PATIENT-postPregnancy:0.206
Newborn Diagnosis:9ccs155:Other GI dx:0.202
Maternal Lab History: eGFR-postPregnancy:-0.166
Maternal Lab History: Elm Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: Elm Tree IgE-postPregnancy:1.000
Maternal Lab History: Oak Tree IgE-postPregnancy:1.000
Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000
Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000
Maternal Lab History: Maple Tree IgE-postPregnancy:1.000
Maternal Lab History: Birch Tree IgE-postPregnancy:1.000
Maternal Lab History: Peanut IgE-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:-0.231
Maternal Procedure History:90471-postPregnancy:-0.224
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.197
Maternal Lab History: HEMOGLOBIN F-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.693
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.453
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.395
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.336
Diagnosis:9ccs120:Hemmorhoids:0.307
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.307
Maternal Lab History: HERPES II IgG-otherPregnancy:0.298
Maternal Lab History: PROGESTERONE-postPregnancy:-0.267
Maternal Lab History: PROLACTIN-postPregnancy:0.266
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:1.000
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.447
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.447
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.447
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.447
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.447
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.447
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.447
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.447
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.447
Maternal Lab History: LDH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: LDH-otherPregnancy:1.000
Maternal Lab History: GAMMA GT-otherPregnancy:0.598
Maternal Lab History: eGFR-otherPregnancy:0.251
Maternal Diagnosis:9ccs125:Bronchitis-otherPregnancy:-0.232
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:-0.232
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:-0.232
Maternal Lab History: PTT-otherPregnancy:-0.208
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.201
Maternal Lab History: WBC-otherPregnancy:0.199
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.198
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.782 [0.714 4.448] | indivs AUC:0.512
Correlated most with:
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:1.000
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.363
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.261
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.249
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.242
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.225
Maternal Procedure History:81000-otherPregnancy:0.218
Maternal Diagnosis:9ccs83:Epilepsy/cnv-otherPregnancy:0.217
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.217
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.217
Maternal Lab History: TP VOLUME-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: TP VOLUME-otherPregnancy:1.000
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.764
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.520
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.484
Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.484
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.417
Maternal Lab History: LDL-otherPregnancy:0.396
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.388
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.338
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.330
Maternal Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:1.000
Maternal Diagnosis:9ccs149:Biliary dx:0.301
Diagnosis:9ccs163:Other GU dx:0.288
Newborn Diagnosis:9ccs217:Ot cong anom:0.135
Maternal Diagnosis:9ccs184:Early labor:0.091
Diagnosis:9ccs91:Other eye dx:0.076
Diagnosis:9ccs96:Hrt valve dx:0.076
Diagnosis:9ccs239:Superfic inj:0.074
Diagnosis:9ccs4:Mycoses:0.070
Diagnosis:9ccs198:Ot infl skin:0.060
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:1.000
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.713
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.533
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.505
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.377
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.377
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.377
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.377
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.376
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.309
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:1.000
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:1.000
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:1.000
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:1.000
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:1.000
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:1.000
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.383
Maternal Lab History: 2 HOUR-otherPregnancy:-0.201
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.180
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.177
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.171
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.165
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.149
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.146
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.126
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:1.000
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.341
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.336
Maternal Diagnosis:9ccs237:Complic devi-postPregnancy:0.276
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:0.276
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.276
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.276
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.276
Newborn Diagnosis:9ccs104:Oth heart dx:0.276
Newborn Diagnosis:9ccs239:Superfic inj:0.276
Maternal Lab History: URIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: URIC ACID-otherPregnancy:1.000
Maternal Lab History: PT-otherPregnancy:-0.735
Maternal Lab History: MAGNESIUM-otherPregnancy:-0.549
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.486
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.486
Maternal Lab History: GAMMA GT-otherPregnancy:-0.479
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.397
Maternal Lab History: INR-otherPregnancy:-0.387
Maternal Lab History: AST-otherPregnancy:-0.384
Maternal Procedure History:93005-otherPregnancy:0.348
Maternal Lab History: Oak Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: Peanut IgE-postPregnancy:1.000
Maternal Lab History: Maple Tree IgE-postPregnancy:1.000
Maternal Lab History: Birch Tree IgE-postPregnancy:1.000
Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000
Maternal Lab History: Elm Tree IgE-postPregnancy:1.000
Maternal Lab History: Oak Tree IgE-postPregnancy:1.000
Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:-0.231
Maternal Procedure History:90471-postPregnancy:-0.224
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.197
Maternal Lab History: 1 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 3.556 [0.715 17.690] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:1.000
Maternal Lab History: 2 HOUR-postPregnancy:0.636
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.522
Maternal Lab History: 1/2 HOUR-postPregnancy:0.476
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.445
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.445
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.363
Maternal Lab History: 2 HOUR-otherPregnancy:0.337
Maternal Procedure History:93005-otherPregnancy:0.319
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.315
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.962
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.728
Maternal Diagnosis:9ccs96:Hrt valve dx-otherPregnancy:0.655
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.535
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.414
Maternal Lab History: ALT-otherPregnancy:0.411
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.397
Maternal Lab History: TP VOLUME-otherPregnancy:-0.388
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.335
Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.265
Maternal Lab History: A/G-postPregnancy:-0.252
Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.236
Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.233
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.216
Maternal Procedure History:90656-postPregnancy:-0.208
Maternal Lab History: GLOBULIN-postPregnancy:0.185
Maternal Procedure History:99000-postPregnancy:-0.130
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.128
Maternal Lab History: URINE SUGAR-otherPregnancy:0.127
Maternal Diagnosis:9ccs89:Blindness-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:1.000
Maternal Diagnosis:9ccs87:Retinal dx-postPregnancy:0.377
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.377
Maternal Lab History: TEST NAME-postPregnancy:0.345
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.339
Maternal Lab History: T-4-postPregnancy:-0.304
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.279
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.266
Maternal Lab History: PHOSPHOROUS-postPregnancy:0.234
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.216
Maternal Lab History: O2 SATURATION-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: O2 SATURATION-postPregnancy:1.000
Maternal Lab History: PO2-postPregnancy:0.842
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.361
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.357
Maternal Lab History: BASE DEFICIT-postPregnancy:0.347
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.304
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.206
Maternal Lab History: BICARBONATE-postPregnancy:-0.190
Maternal Procedure History:85018-postPregnancy:-0.184
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.183
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.959
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.746
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.746
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.746
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.746
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.746
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.746
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.746
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.746
Maternal Procedure History:45300-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.507
Correlated most with:
Maternal Procedure History:45300-postPregnancy:1.000
Newborn Diagnosis:9ccs68:Senil/org mn:0.548
Newborn Diagnosis:9ccs95:Oth nerv dx:0.388
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.299
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.277
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.275
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.157
Maternal Diagnosis:9ccs59:Anemia:0.122
Diagnosis:9ccs234:Crush injury:0.106
Maternal Lab History: AST-postPregnancy:-0.093
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:1.000
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.707
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.707
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.707
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.707
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.707
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.707
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.707
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.707
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.707
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:1.000
Maternal Diagnosis:9ccs237:Complic devi-postPregnancy:0.408
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.336
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.331
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.329
Maternal Lab History: PROGESTERONE-postPregnancy:-0.289
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.289
Maternal Diagnosis:9ccs96:Hrt valve dx-otherPregnancy:0.287
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.287
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:0.287
Maternal Diagnosis:9ccs46:Bnign ut neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo:1.000
Maternal Diagnosis:9ccs116:Art embolism:0.315
Maternal Diagnosis:9ccs131:Adlt resp fl:0.315
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.138
Maternal Diagnosis:9ccs60:Acut p-h anm:0.131
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.115
Maternal Diagnosis:9ccs61:Sickle cell:0.115
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.101
Maternal Diagnosis:9ccs238:Complic proc:0.101
MatDeliveryAge:0.094
Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:-0.097
Diagnosis:9ccs0:No DX:-0.086
Lab:294048 STOOL CULTURE - LMC:0.082
Diagnosis:9ccs136:Teeth dx:-0.072
Diagnosis:9ccs94:Other ear dx:-0.064
Diagnosis:9ccs134:Ot uppr resp:-0.064
Diagnosis:9ccs197:Skin infectn:-0.061
Lab:306617 OCCULT BLOOD TEST (FECAL):0.058
Diagnosis:9ccs76:Meningitis:-0.054
Diagnosis:9ccs153:GI hemorrhag:0.054
Diagnosis:9ccs130:Pleurisy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs130:Pleurisy:1.000
Maternal Lab History: A/G-postPregnancy:0.205
Maternal Lab History: PH-postPregnancy:-0.150
Maternal Lab History: GLOBULIN-postPregnancy:-0.150
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.145
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.114
Maternal Lab History: VLDL-postPregnancy:-0.105
Maternal Lab History: POLYS-postPregnancy:0.089
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.088
Maternal Lab History: UREA NITROGEN-postPregnancy:0.085
Maternal Lab History: 2 HOUR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: 2 HOUR-otherPregnancy:1.000
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.573
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.573
Maternal Lab History: 1 HOUR-otherPregnancy:0.521
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.507
Maternal Procedure History:93005-otherPregnancy:0.448
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.433
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.433
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.433
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.353
Maternal Lab History: BASE DEFICIT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: BASE DEFICIT-postPregnancy:1.000
Maternal Lab History: BICARBONATE-postPregnancy:-0.904
Maternal Procedure History:92551-postPregnancy:0.416
Maternal Lab History: PO2-postPregnancy:0.381
Maternal Lab History: O2 SATURATION-postPregnancy:0.347
Maternal Procedure History:85018-postPregnancy:0.306
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.269
Maternal Procedure History:87880-postPregnancy:0.263
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.253
Maternal Lab History: GTT 90 MIN-postPregnancy:-0.244
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:1.000
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:1.000
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:1.000
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:1.000
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:1.000
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:1.000
Maternal Lab History: BICARBONATE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: BICARBONATE-postPregnancy:1.000
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.904
Maternal Procedure History:92551-postPregnancy:-0.410
Maternal Procedure History:85018-postPregnancy:-0.339
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.284
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.260
Maternal Procedure History:87880-postPregnancy:-0.260
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.247
Maternal Lab History: GTT 90 MIN-postPregnancy:0.241
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.228
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.289 [0.408 4.071] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:1.000
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.323
Maternal Lab History: PROGESTERONE-postPregnancy:0.323
Maternal Lab History: PROLACTIN-postPregnancy:-0.317
Maternal Lab History: PH-otherPregnancy:-0.302
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.244
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.220
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.209
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.205
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.205
Maternal Lab History: APTT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: APTT-postPregnancy:1.000
Maternal Lab History: IRON % SATURATION-postPregnancy:0.585
Diagnosis:9ccs72:Anxiety dx:-0.512
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:-0.328
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:-0.315
Maternal Lab History: HERPES I IgG-postPregnancy:0.299
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.284
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.274
Maternal Diagnosis:9ccs87:Retinal dx-postPregnancy:0.235
Maternal Lab History: GFR Calculation-postPregnancy:-0.233
Diagnosis:9ccs105:Conduction | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs105:Conduction:1.000
Newborn Diagnosis:9ccs200:Oth skin dx:0.500
Diagnosis:9ccs211:Ot conn tiss:0.222
Diagnosis:9ccs117:Ot circul dx:0.222
Diagnosis:9ccs47:Ot bnign neo:0.158
Diagnosis:9ccs213:Cardiac anom:0.132
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.113
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.113
Diagnosis:9ccs0:No DX:0.103
Diagnosis:9ccs127:COPD:0.089
Maternal Diagnosis:9ccs245:Syncope-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:1.000
Maternal Lab History: PATIENT-postPregnancy:0.844
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.817
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.707
Maternal Lab History: Immunoglobulin E-postPregnancy:0.576
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.559
Maternal Procedure History:90746-postPregnancy:0.519
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.507
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.505
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.316
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:1.000
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.577
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.577
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.332
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.332
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:0.287
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.271
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.257
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.243
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.237
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:1.000
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.441
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.343
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.341
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.324
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.311
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.301
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.270
Maternal Diagnosis:9ccs163:Other GU dx:-0.250
Maternal Lab History: GLOBULIN-postPregnancy:0.242
Maternal Lab History: GAMMA GT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: GAMMA GT-otherPregnancy:1.000
Maternal Lab History: LDH-otherPregnancy:0.598
Maternal Lab History: URIC ACID-otherPregnancy:-0.479
Maternal Lab History: PT-otherPregnancy:0.442
Maternal Lab History: MAGNESIUM-otherPregnancy:0.409
Maternal Lab History: INR-otherPregnancy:0.334
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:-0.318
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:-0.318
Maternal Lab History: eGFR-otherPregnancy:0.262
Maternal Lab History: AST-otherPregnancy:0.249
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:1.000
Maternal Lab History: NT MoM-otherPregnancy:0.869
Maternal Lab History: PAPP-A-otherPregnancy:0.696
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.660
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.622
Maternal Lab History: HCG-otherPregnancy:0.539
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.535
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.505
Maternal Lab History: APF MoM-otherPregnancy:0.390
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.370
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:1.000
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.461
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.279
Maternal Procedure History:45300-postPregnancy:-0.277
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.216
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.172
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.164
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.162
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.137
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.130
Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs229:Fx arm:1.000
Diagnosis:9ccs231:Oth fracture:0.332
Diagnosis:9ccs147:Anal/rectal:0.141
Diagnosis:9ccs83:Epilepsy/cnv:0.119
Newborn Diagnosis:9ccs223:Birth trauma:0.103
Diagnosis:9ccs258:Other screen:0.090
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.089
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.089
Diagnosis:9ccs134:Ot uppr resp:0.081
Diagnosis:9ccs165:Inf male gen:0.078
Maternal Diagnosis:9ccs9:Sexual Infxs | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs:1.000
Diagnosis:9ccs8:Oth infectns:0.217
Maternal Diagnosis:9ccs187:Malposition:0.096
Diagnosis:9ccs136:Teeth dx:0.085
Diagnosis:9ccs91:Other eye dx:0.076
Diagnosis:9ccs96:Hrt valve dx:0.076
Diagnosis:9ccs4:Mycoses:0.070
Maternal Diagnosis:9ccs183:HTN in preg:0.066
Diagnosis:9ccs198:Ot infl skin:0.060
MatDeliveryAge:-0.051
Maternal Lab History: PHOSPHOROUS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: PHOSPHOROUS-postPregnancy:1.000
Maternal Lab History: TEST NAME-postPregnancy:0.691
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.482
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.437
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.347
Maternal Diagnosis:9ccs211:Ot conn tiss:-0.292
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.268
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.245
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.235
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.234
Maternal Lab History: IRON-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: IRON-postPregnancy:1.000
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.641
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.641
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.641
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.599
Maternal Lab History: RET %-postPregnancy:-0.472
Maternal Lab History: RET ABS-postPregnancy:-0.472
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.454
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.425
Maternal Lab History: FERRITIN-otherPregnancy:0.385
Maternal Lab History: FOLATE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: FOLATE-postPregnancy:1.000
Maternal Lab History: VITAMIN B-12-postPregnancy:0.610
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.607
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.607
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.542
Maternal Lab History: FREE T-4-postPregnancy:0.323
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.216
Maternal Procedure History:97530-postPregnancy:0.210
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.196
Maternal Procedure History:97112-postPregnancy:-0.193
Maternal Lab History: AST (SGOT)-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: AST (SGOT)-otherPregnancy:1.000
Maternal Lab History: BILE ACIDS-otherPregnancy:0.769
Maternal Lab History: A/G-otherPregnancy:-0.546
Maternal Procedure History:81025-otherPregnancy:0.472
Maternal Lab History: 1 HOUR-otherPregnancy:-0.432
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.388
Maternal Lab History: FERRITIN-postPregnancy:0.364
Maternal Lab History: GLOBULIN-otherPregnancy:0.327
Maternal Lab History: Alk Phos-otherPregnancy:0.289
Newborn Diagnosis:9ccs0:No DX:0.252
Maternal Lab History: GENTAMICIN PEAK-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: GENTAMICIN PEAK-postPregnancy:1.000
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.516
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.391
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.360
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.325
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.319
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.305
Newborn Diagnosis:9ccs155:Other GI dx:0.276
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.247
Maternal Lab History: WEIGHT-otherPregnancy:0.221
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Newborn Diagnosis:9ccs166:Oth male gen:0.377
Maternal Diagnosis:9ccs96:Hrt valve dx:0.187
Maternal Diagnosis:9ccs253:Allergy:0.187
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.063
Diagnosis:9ccs259:Unclassified:0.056
Diagnosis:9ccs217:Ot cong anom:0.049
Diagnosis:9ccs256:Exam/eval:0.048
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.046
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046
Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Newborn Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs105:Conduction:0.500
Diagnosis:9ccs117:Ot circul dx:0.220
Newborn Diagnosis:9ccs253:Allergy:0.187
Diagnosis:9ccs219:Low birth wt:0.178
Diagnosis:9ccs47:Ot bnign neo:0.155
Diagnosis:9ccs48:Thyroid dsor:0.130
Diagnosis:9ccs211:Ot conn tiss:0.107
Newborn Diagnosis:9ccs219:Low birth wt:0.089
Maternal Diagnosis:9ccs184:Early labor:0.085
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:1.000
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.500
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.500
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.354
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.354
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:0.353
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.337
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.287
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.287
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.229
Maternal Diagnosis:9ccs87:Retinal dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs87:Retinal dx-postPregnancy:1.000
Maternal Lab History: T-4-postPregnancy:-0.802
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.377
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.301
Maternal Lab History: APTT-postPregnancy:0.235
Maternal Procedure History:81025-postPregnancy:0.210
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.167
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.151
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.144
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.127
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.959
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.690
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.675
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.675
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.675
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.675
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.675
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.675
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.675
Maternal Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs163:Other GU dx:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.250
Maternal Diagnosis:9ccs175:Ot femal gen:0.234
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:0.202
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.180
Maternal Diagnosis:9ccs238:Complic proc:0.132
Diagnosis:9ccs243:Poisn nonmed:0.119
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.114
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.099
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.098
Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.288
Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.205
Newborn Diagnosis:9ccs133:Oth low resp:0.202
Newborn Diagnosis:9ccs216:Nerv cong an:0.164
Diagnosis:9ccs95:Oth nerv dx:0.156
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.143
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.133
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.121
Maternal Lab History: IRON % SATURATION-postPregnancy:0.118
Maternal Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs6:Hepatitis:1.000
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.377
Diagnosis:9ccs120:Hemmorhoids:0.377
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.323
Maternal Lab History: GFR in African American-otherPregnancy:0.277
Maternal Lab History: GFR Calculation-otherPregnancy:0.277
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.266
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.225
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.216
Diagnosis:9ccs6:Hepatitis:0.216
Maternal Lab History: LDL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: LDL-otherPregnancy:1.000
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.911
Maternal Lab History: COLONY COUNT-otherPregnancy:0.564
Maternal Lab History: FREE T-4-otherPregnancy:-0.552
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.449
Maternal Lab History: TP VOLUME-otherPregnancy:0.396
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.373
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.369
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.369
Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.369
Maternal Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs62:Coag/hemr dx:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.333
Maternal Diagnosis:9ccs131:Adlt resp fl:0.333
Maternal Diagnosis:9ccs116:Art embolism:0.333
Maternal Procedure History:97530-postPregnancy:-0.273
Maternal Procedure History:97112-postPregnancy:0.250
Maternal Procedure History:20550-postPregnancy:0.236
Maternal Lab History: RET ABS-postPregnancy:-0.236
Maternal Procedure History:J3301-postPregnancy:0.236
Maternal Procedure History:97035-postPregnancy:0.236
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:1.000
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.315
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.315
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.315
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.273
Maternal Lab History: MONOS-postPregnancy:0.266
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.248
Maternal Procedure History:90801-postPregnancy:0.232
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.224
Maternal Procedure History:20550-postPregnancy:-0.224
Diagnosis:9ccs230:Fx leg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs230:Fx leg:1.000
Maternal Diagnosis:9ccs259:Unclassified:0.199
Diagnosis:9ccs244:Other injury:0.139
Diagnosis:9ccs138:Esophgeal dx:0.111
Diagnosis:9ccs166:Oth male gen:0.102
Diagnosis:9ccs127:COPD:0.089
Diagnosis:9ccs217:Ot cong anom:0.082
Diagnosis:9ccs96:Hrt valve dx:0.076
Diagnosis:9ccs94:Other ear dx:0.074
Diagnosis:9ccs134:Ot uppr resp:0.074
Maternal Lab History: 1 HOUR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: 1 HOUR-otherPregnancy:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.559
Maternal Lab History: 2 HOUR-otherPregnancy:0.521
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.432
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.413
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.395
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.386
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.381
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.357
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.357
Maternal Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs3:Oth bact inf:1.000
Maternal Diagnosis:9ccs155:Other GI dx:0.216
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.090
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.089
Diagnosis:9ccs161:Ot dx kidney:0.085
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.076
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.076
Newborn Diagnosis:9ccs215:gu cong anom:0.076
Diagnosis:9ccs197:Skin infectn:0.075
Newborn Diagnosis:9ccs217:Ot cong anom:0.073
Newborn Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs91:Other eye dx:1.000
Maternal Lab History: URINE PROTEIN-postPregnancy:0.749
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.466
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.347
Maternal Lab History: FIBRINOGEN-postPregnancy:0.297
Newborn Diagnosis:9ccs221:Resp distres:0.276
Maternal Procedure History:90772-postPregnancy:-0.251
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.245
Maternal Diagnosis:9ccs168:PID:0.228
Maternal Lab History: PT-postPregnancy:-0.223
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:1.000
Diagnosis:9ccs234:Crush injury:0.191
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.175
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.165
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.163
Maternal Lab History: URINE PH-otherPregnancy:-0.161
Maternal Procedure History:99401-postPregnancy:0.157
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.149
Maternal Procedure History:J7300-postPregnancy:-0.141
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.126
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:1.000
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:1.000
Maternal Lab History: FOLATE-postPregnancy:0.607
Maternal Lab History: VITAMIN B-12-postPregnancy:0.464
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.429
Maternal Lab History: FREE T-4-postPregnancy:0.212
Diagnosis:9ccs55:Fluid/elc dx:-0.197
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.190
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.181
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.178
Maternal Lab History: ABSOLUTE EOS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.690
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.627
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:-0.365
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:-0.365
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.355
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.294
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.289
Maternal Lab History: LDL-otherPregnancy:0.281
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.272
Maternal Lab History: T-3(Total)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: T-3(Total)-postPregnancy:1.000
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.585
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.585
Maternal Procedure History:90801-postPregnancy:-0.452
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:-0.405
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.351
Maternal Lab History: TSH-postPregnancy:-0.350
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.350
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.350
Maternal Lab History: A/G RATIO-postPregnancy:0.350
Maternal Lab History: eGFR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: eGFR-postPregnancy:1.000
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:-0.485
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:-0.485
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.485
Maternal Diagnosis:9ccs86:Cataract-postPregnancy:0.382
Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.352
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.293
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.293
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:0.270
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.244
Maternal Diagnosis:9ccs98:HTN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs98:HTN-postPregnancy:1.000
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.713
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.533
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.505
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.377
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.377
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.377
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.377
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.376
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.309
Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.469
Newborn Diagnosis:9ccs219:Low birth wt:0.467
Newborn Diagnosis:9ccs253:Allergy:0.271
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264
Newborn Diagnosis:9ccs256:Exam/eval:0.214
Newborn Diagnosis:9ccs222:Perint jaund:0.213
Maternal Lab History: ESTRIOL-postPregnancy:0.187
Maternal Lab History: URINE CULTURE-postPregnancy:0.186
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.181
Maternal Lab History: IRON % SATURATION-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: IRON % SATURATION-postPregnancy:1.000
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:-0.817
Maternal Lab History: PATIENT-postPregnancy:-0.783
Maternal Lab History: APTT-postPregnancy:0.585
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.577
Maternal Lab History: Immunoglobulin E-postPregnancy:-0.470
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.456
Maternal Procedure History:90746-postPregnancy:-0.423
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.414
Maternal Lab History: VITAMIN B-12-postPregnancy:0.412
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.691
Diagnosis:9ccs120:Hemmorhoids:-0.594
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.594
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.506
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.501
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.500
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.490
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.488
Maternal Lab History: VLDL-otherPregnancy:-0.484
Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.308
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.253
Maternal Diagnosis:9ccs69:Affective dx:-0.235
Maternal Procedure History:93005-otherPregnancy:0.210
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.208
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.196
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.138
Diagnosis:9ccs216:Nerv cong an:-0.134
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.133
Maternal Lab History: 2 HOUR-otherPregnancy:0.126
Maternal Lab History: HERPES II IgG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: HERPES II IgG-postPregnancy:1.000
Maternal Lab History: HERPES I IgG-postPregnancy:0.592
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.581
Newborn Diagnosis:9ccs155:Other GI dx:0.302
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.248
Maternal Diagnosis:9ccs86:Cataract-postPregnancy:-0.194
Maternal Lab History: MONOS-postPregnancy:0.171
Newborn Diagnosis:9ccs221:Resp distres:0.168
Maternal Procedure History:97803-otherPregnancy:-0.167
Maternal Lab History: BASOPHIL-postPregnancy:0.155
Maternal Lab History: VLDL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: VLDL-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.816
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.816
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.816
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.816
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.816
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.816
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.816
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.816
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.816
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:1.000
Maternal Lab History: PAPP-A-otherPregnancy:0.577
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.535
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.438
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.418
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.349
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:-0.299
Maternal Lab History: INHMOM-otherPregnancy:-0.264
Maternal Lab History: NT MoM-otherPregnancy:0.238
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.221
Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs98:HTN:1.000
Maternal Diagnosis:9ccs182:Hemorr preg:0.217
Newborn Diagnosis:9ccs215:gu cong anom:0.139
Diagnosis:9ccs215:gu cong anom:0.106
Newborn Diagnosis:9ccs256:Exam/eval:0.097
Newborn Diagnosis:9ccs219:Low birth wt:0.095
Maternal Diagnosis:9ccs184:Early labor:0.091
Diagnosis:9ccs58:Ot nutrit dx:0.075
Diagnosis:9ccs239:Superfic inj:0.074
Maternal Diagnosis:9ccs191:Amnios dx:0.074
Maternal Lab History: GTT 90 MIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GTT 90 MIN-postPregnancy:1.000
Diagnosis:9ccs142:Appendicitis:0.851
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.751
Maternal Lab History: GAMMA GT-postPregnancy:0.329
Maternal Procedure History:92551-postPregnancy:-0.293
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.257
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.244
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.241
Maternal Lab History: BICARBONATE-postPregnancy:0.241
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.228
Maternal Diagnosis:9ccs127:COPD-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs127:COPD-postPregnancy:1.000
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:0.447
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:0.447
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.317
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.317
Maternal Diagnosis:9ccs212:Ot bone dx:0.315
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.229
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.210
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.203
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.199
Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs167:Breast dx:1.000
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.353
Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.353
Maternal Lab History: TP VOLUME-otherPregnancy:-0.233
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.202
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.174
Maternal Procedure History:90746-postPregnancy:-0.165
Maternal Lab History: PROLACTIN-postPregnancy:0.139
Newborn Diagnosis:9ccs221:Resp distres:0.135
Maternal Lab History: hCG MoM-otherPregnancy:0.129
Maternal Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd:1.000
Maternal Diagnosis:9ccs72:Anxiety dx:0.377
Maternal Diagnosis:9ccs68:Senil/org mn:0.377
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.216
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.216
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.151
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.138
Maternal Diagnosis:9ccs5:HIV infectn:0.130
Maternal Diagnosis:9ccs7:Viral infect:0.130
Maternal Lab History: MONOCYTE-otherPregnancy:0.119
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:1.000
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.315
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.315
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.315
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.315
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.314
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.255
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.255
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.254
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.228
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:1.000
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.576
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.333
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.333
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.333
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.333
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.299
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.289
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.288
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.274
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:1.000
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.577
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.577
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.577
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.555
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.463
Lab:292147 TSH - Sunrise:0.435
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.407
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.332
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.332
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:1.000
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.500
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.446
Maternal Lab History: PTT-otherPregnancy:0.385
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.376
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.376
Maternal Lab History: INR-otherPregnancy:0.365
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.353
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.353
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.352
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:1.000
Maternal Procedure History:97530-postPregnancy:-0.472
Maternal Procedure History:97112-postPregnancy:0.433
Maternal Lab History: RET ABS-postPregnancy:-0.409
Maternal Procedure History:J3301-postPregnancy:0.409
Maternal Procedure History:20550-postPregnancy:0.409
Maternal Procedure History:97035-postPregnancy:0.409
Maternal Lab History: RET %-postPregnancy:-0.409
Maternal Procedure History:97110-postPregnancy:0.403
Maternal Procedure History:97140-postPregnancy:-0.388
Maternal Lab History: AMYLASE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: AMYLASE-postPregnancy:1.000
Maternal Lab History: LIPASE-postPregnancy:0.845
Maternal Lab History: RET %-postPregnancy:0.357
Maternal Lab History: RET ABS-postPregnancy:0.357
Maternal Lab History: URINE KETONES-postPregnancy:-0.326
Maternal Lab History: CMV AB (IGM)-postPregnancy:0.300
Newborn Diagnosis:9ccs216:Nerv cong an:0.292
Diagnosis:9ccs2:Septicemia:-0.279
Maternal Diagnosis:9ccs196:Nml preg/del:0.223
Maternal Lab History: GAMMA GT-postPregnancy:0.222
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Procedure History:96372-otherPregnancy:0.294
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.262
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.236
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.214
Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.214
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.211
Diagnosis:9ccs250:Nausea/vomit:0.179
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.171
Maternal Lab History: BILE ACIDS-postPregnancy:0.157
Diagnosis:9ccs181:Ot preg comp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs181:Ot preg comp:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.505
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.146
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.102
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.083
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.082
Diagnosis:9ccs96:Hrt valve dx:0.076
Maternal Lab History: RBC-postPregnancy:-0.074
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.074
Diagnosis:9ccs151:Oth liver dx:0.073
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:1.000
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.960
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.616
Lab:294199 BILIRUBIN SCAN - LMC:-0.517
Maternal Lab History: GFR in African American-postPregnancy:0.408
Maternal Lab History: GFR Calculation-postPregnancy:0.407
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.356
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.356
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.332
Maternal Lab History: FREE T3-postPregnancy:0.285
Maternal Lab History: LH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: LH-postPregnancy:1.000
Maternal Lab History: TSH-postPregnancy:0.565
Maternal Lab History: PROGESTERONE-postPregnancy:-0.565
Maternal Lab History: AFP-postPregnancy:-0.225
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.146
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.123
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.113
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.102
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.093
Maternal Lab History: MPV-postPregnancy:0.090
Maternal Lab History: GLUCOSE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: GLUCOSE-otherPregnancy:1.000
Maternal Lab History: A/G RATIO-postPregnancy:0.412
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.412
Maternal Lab History: 3 HOUR-otherPregnancy:0.308
Maternal Lab History: GFR Calculation-otherPregnancy:-0.279
Maternal Lab History: GFR in African American-otherPregnancy:-0.278
Maternal Lab History: UIBC-postPregnancy:-0.264
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.205
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.205
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.205
Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.496
Correlated most with:
Newborn Diagnosis:9ccs253:Allergy:1.000
Newborn Diagnosis:9ccs138:Esophgeal dx:0.377
Diagnosis:9ccs219:Low birth wt:0.271
Newborn Diagnosis:9ccs256:Exam/eval:0.218
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.216
Newborn Diagnosis:9ccs219:Low birth wt:0.213
Newborn Diagnosis:9ccs200:Oth skin dx:0.187
Newborn Diagnosis:9ccs222:Perint jaund:0.185
Maternal Diagnosis:9ccs184:Early labor:0.168
Diagnosis:9ccs117:Ot circul dx:0.164
Maternal Diagnosis:9ccs98:HTN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:1.000
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.790
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.505
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.505
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.447
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.447
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.446
Maternal Procedure History:93005-otherPregnancy:0.375
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.366
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.366
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.342
Diagnosis:9ccs9:Sexual Infxs:0.333
Maternal Lab History: TP PERIOD-otherPregnancy:0.313
Maternal Procedure History:90801-postPregnancy:0.305
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.299
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.282
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.269
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.261
Lab:306854 PLATELET COUNT - Sunrise:0.239
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:1.000
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.707
Maternal Lab History: PTT-otherPregnancy:0.543
Maternal Lab History: INR-otherPregnancy:0.516
Diagnosis:9ccs56:Cystic fibro:0.407
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.407
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.353
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.270
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.234
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.222
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:1.000
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.576
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.431
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.431
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.431
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.431
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.407
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.407
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.351
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.331
Maternal Diagnosis:9ccs126:Ot up rsp in | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs83:Epilepsy/cnv:0.212
Diagnosis:9ccs247:Lymph enlarg:0.172
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.166
Diagnosis:9ccs244:Other injury:0.139
Maternal Lab History: URINE PH-postPregnancy:-0.116
Maternal Lab History: PLATELET COUNT-postPregnancy:0.116
Maternal Lab History: POTASSIUM-postPregnancy:0.104
Diagnosis:9ccs137:Mouth dx:0.103
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.102
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:1.000
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.500
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.499
Maternal Lab History: eGFR-postPregnancy:-0.485
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.476
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:0.353
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.287
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.216
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.215
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.202
Maternal Lab History: FREE T-4-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: FREE T-4-otherPregnancy:1.000
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.632
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.605
Maternal Lab History: LDL-otherPregnancy:-0.552
Newborn Diagnosis:9ccs104:Oth heart dx:-0.528
Newborn Diagnosis:9ccs97:Carditis:-0.528
Newborn Diagnosis:9ccs239:Superfic inj:-0.528
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.496
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.374
Maternal Diagnosis:9ccs125:Bronchitis-otherPregnancy:-0.342
Maternal Lab History: TP PERIOD-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: TP PERIOD-otherPregnancy:1.000
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.956
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.902
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.761
Lab:306854 PLATELET COUNT - Sunrise:0.669
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.662
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.662
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.658
Diagnosis:9ccs238:Complic proc:0.541
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.419
Maternal Lab History: METHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: METHEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.992
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.764
Maternal Lab History: O2 SATURATION-postPregnancy:-0.357
Maternal Lab History: PTT-postPregnancy:0.325
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.309
Maternal Lab History: BICARBONATE-postPregnancy:0.284
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.269
Maternal Lab History: PT-postPregnancy:0.195
Maternal Lab History: CALCIUM-postPregnancy:0.150
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:1.000
Maternal Lab History: TP PERIOD-otherPregnancy:0.761
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.718
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.637
Lab:306854 PLATELET COUNT - Sunrise:0.509
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.504
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.504
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.501
Diagnosis:9ccs238:Complic proc:0.412
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.406
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:1.000
Maternal Lab History: GTT 90 MIN-postPregnancy:0.751
Diagnosis:9ccs142:Appendicitis:0.681
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.411
Maternal Procedure History:92551-postPregnancy:-0.277
Maternal Lab History: GAMMA GT-postPregnancy:0.263
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.231
Maternal Lab History: BICARBONATE-postPregnancy:0.228
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.222
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.209
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:1.000
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.577
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.577
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.577
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.577
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.577
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.577
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.577
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.577
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.577
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:1.000
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.790
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.533
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.533
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.353
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.353
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.352
Maternal Procedure History:93005-otherPregnancy:0.296
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.289
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.289
Maternal Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:1.000
Diagnosis:9ccs5:HIV infectn:0.353
Maternal Diagnosis:9ccs67:Subst-r mntl:0.353
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.353
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.353
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.353
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.353
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.353
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.353
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.353
Maternal Lab History: PO2-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: PO2-postPregnancy:1.000
Maternal Lab History: O2 SATURATION-postPregnancy:0.842
Maternal Lab History: BASE DEFICIT-postPregnancy:0.381
Maternal Procedure History:92551-postPregnancy:0.191
Maternal Lab History: PT-postPregnancy:0.187
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.186
Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.182
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.176
Maternal Lab History: BICARBONATE-postPregnancy:-0.168
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.153
Maternal Lab History: T-4-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: T-4-postPregnancy:1.000
Maternal Diagnosis:9ccs87:Retinal dx-postPregnancy:-0.802
Maternal Procedure History:87880-postPregnancy:0.329
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.309
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.304
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.284
Maternal Procedure History:90801-postPregnancy:0.244
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.243
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.239
Maternal Lab History: GFR Calculation-otherPregnancy:0.199
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.992
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.834
Maternal Lab History: O2 SATURATION-postPregnancy:0.361
Maternal Lab History: PTT-postPregnancy:-0.333
Maternal Lab History: BICARBONATE-postPregnancy:-0.260
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:-0.256
Maternal Lab History: BASE DEFICIT-postPregnancy:0.253
Maternal Lab History: PT-postPregnancy:-0.194
Diagnosis:9ccs89:Blindness:0.155
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:1.000
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.577
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.500
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.500
Newborn Diagnosis:9ccs95:Oth nerv dx:0.353
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.333
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.301
Maternal Lab History: ANION GAP-otherPregnancy:-0.296
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.288
Maternal Lab History: UREA NITROGEN-postPregnancy:0.238
Maternal Diagnosis:9ccs202:Rheum arth | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs202:Rheum arth:1.000
Diagnosis:9ccs122:Pneumonia:0.073
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.061
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.061
Diagnosis:9ccs198:Ot infl skin:0.060
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.058
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.058
Maternal Diagnosis:9ccs189:Prev c-sectn:0.057
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.056
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.055
Maternal Lab History: NT MoM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: NT MoM-otherPregnancy:1.000
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.869
Maternal Lab History: HCG-otherPregnancy:0.864
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.790
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.696
Maternal Lab History: APF MoM-otherPregnancy:0.688
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.656
Maternal Lab History: INHMOM-otherPregnancy:0.603
Maternal Lab History: INHMOM-postPregnancy:0.553
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.497
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:1.000
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:1.000
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:1.000
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:1.000
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:1.000
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:1.000
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:0.447
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.447
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.364
Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.338
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.315
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.315
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.314
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.302
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.288
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:1.000
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.577
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.577
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.577
Maternal Diagnosis:10ccs198:Ot infl skin-postPregnancy:0.577
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.475
Maternal Lab History: LACTIC ACID-postPregnancy:0.409
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.407
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.377
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.354
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:1.000
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.447
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.447
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.447
Lab:294048 STOOL CULTURE - LMC:-0.364
Maternal Procedure History:97035-postPregnancy:-0.317
Maternal Procedure History:97001-postPregnancy:0.279
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.257
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.222
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.222
Diagnosis:9ccs56:Cystic fibro | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs56:Cystic fibro:1.000
Maternal Diagnosis:9ccs56:Cystic fibro:0.577
Maternal Lab History: PTT-otherPregnancy:0.444
Maternal Lab History: INR-otherPregnancy:0.421
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.407
Newborn Diagnosis:9ccs155:Other GI dx:0.287
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.287
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.221
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.190
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.180
Maternal Lab History: HEMOGLOBIN S-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:1.000
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:-0.500
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.500
Maternal Lab History: eGFR-postPregnancy:0.485
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.475
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:0.354
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.289
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.216
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.205
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.145
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:1.000
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:1.000
Maternal Lab History: T-3(Total)-postPregnancy:0.585
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.377
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.377
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.360
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.333
Maternal Diagnosis:9ccs48:Thyroid dsor:0.301
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.301
Maternal Lab History: FREE T-4-postPregnancy:0.297
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:1.000
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:1.000
Maternal Lab History: FOLATE-postPregnancy:0.607
Maternal Lab History: VITAMIN B-12-postPregnancy:0.464
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.429
Maternal Lab History: FREE T-4-postPregnancy:0.212
Diagnosis:9ccs55:Fluid/elc dx:-0.197
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.190
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.181
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.178
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:1.000
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.569
Maternal Procedure History:90472-postPregnancy:0.430
Maternal Lab History: 1 HOUR-otherPregnancy:-0.381
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:-0.367
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.289
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.276
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.274
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.269
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.260
Maternal Diagnosis:9ccs72:Anxiety dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs72:Anxiety dx:1.000
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.577
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.377
Maternal Diagnosis:9ccs7:Viral infect:0.353
Maternal Diagnosis:9ccs48:Thyroid dsor:0.301
Maternal Diagnosis:9ccs168:PID:0.228
Maternal Diagnosis:9ccs49:DiabMel no c:0.147
Newborn Diagnosis:9ccs256:Exam/eval:0.097
Diagnosis:9ccs256:Exam/eval:0.081
Diagnosis:9ccs4:Mycoses:0.070
Maternal Lab History: FIBRINOGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: FIBRINOGEN-otherPregnancy:1.000
Maternal Lab History: eGFR-postPregnancy:-0.352
Maternal Diagnosis:9ccs125:Bronchitis-otherPregnancy:0.342
Maternal Lab History: FIBRINOGEN-postPregnancy:0.317
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.252
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:0.242
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.233
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.205
Diagnosis:9ccs204:Ot joint dx:0.205
Maternal Procedure History:86703-postPregnancy:-0.193
Maternal Lab History: 3 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: 3 HOUR-postPregnancy:1.000
Maternal Lab History: 3 HOUR-otherPregnancy:0.514
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:-0.446
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:-0.446
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.364
Maternal Procedure History:93005-otherPregnancy:-0.320
Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.315
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.315
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.258
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.258
Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.486
Correlated most with:
Lab:294205 TSH REFLEX TO FT4 - LMC:1.000
Lab:294147 FREE T4 - LMC:-0.386
Diagnosis:9ccs204:Ot joint dx:0.350
Maternal Lab History: 2 HOUR-postPregnancy:-0.188
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.153
Maternal Diagnosis:9ccs61:Sickle cell:0.126
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.108
Maternal Lab History: TEST NAME-otherPregnancy:-0.098
Maternal Lab History: WEIGHT-postPregnancy:0.096
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:1.000
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.577
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.577
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.577
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.577
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.577
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.577
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.577
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.577
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.577
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:1.000
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.728
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.643
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:0.643
Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.485
Diagnosis:9ccs120:Hemmorhoids:-0.466
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.466
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.455
Maternal Lab History: GFR Calculation-otherPregnancy:-0.421
Maternal Lab History: GFR in African American-otherPregnancy:-0.421
Diagnosis:9ccs145:Int obstruct | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs145:Int obstruct:1.000
Lab:297275 STREP RAPID TEST (POCT):0.264
Diagnosis:9ccs89:Blindness:0.211
Diagnosis:9ccs243:Poisn nonmed:0.171
Diagnosis:9ccs163:Other GU dx:0.164
Maternal Diagnosis:9ccs128:Asthma:0.097
Maternal Diagnosis:9ccs192:Umbil cord:0.086
Diagnosis:9ccs250:Nausea/vomit:0.053
Newborn Diagnosis:9ccs219:Low birth wt:0.048
Maternal Diagnosis:9ccs184:Early labor:0.046
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:1.000
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:1.000
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:1.000
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:1.000
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:1.000
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.360
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.353
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.353
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.353
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.353
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.353
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.353
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.353
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.353
Maternal Lab History: GLOBULIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: GLOBULIN-otherPregnancy:1.000
Maternal Lab History: A/G-otherPregnancy:-0.780
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.606
Maternal Diagnosis:9ccs153:GI hemorrhag-otherPregnancy:0.495
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.404
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.383
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:-0.383
Maternal Lab History: AST (SGOT)-otherPregnancy:0.327
Maternal Lab History: LEAD LEVEL-otherPregnancy:0.314
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.312
Maternal Procedure History:20550-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:J3301-postPregnancy:1.000
Maternal Procedure History:20550-postPregnancy:1.000
Maternal Procedure History:97530-postPregnancy:-0.577
Maternal Procedure History:97112-postPregnancy:0.530
Maternal Procedure History:97035-postPregnancy:0.500
Maternal Lab History: RET ABS-postPregnancy:-0.500
Maternal Lab History: RET %-postPregnancy:-0.500
Maternal Procedure History:97110-postPregnancy:0.493
Maternal Procedure History:97140-postPregnancy:-0.474
Maternal Procedure History:97001-postPregnancy:0.441
Maternal Procedure History:97035-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:97035-postPregnancy:1.000
Maternal Procedure History:97530-postPregnancy:-0.577
Maternal Procedure History:97112-postPregnancy:0.530
Maternal Lab History: RET ABS-postPregnancy:-0.500
Maternal Procedure History:20550-postPregnancy:0.500
Maternal Procedure History:J3301-postPregnancy:0.500
Maternal Lab History: RET %-postPregnancy:-0.500
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.409
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.317
Maternal Procedure History:97140-postPregnancy:-0.316
Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.363
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.355
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:-0.293
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.207
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.189
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.174
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.172
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.169
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.169
Maternal Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs0:No DX:1.000
Maternal Procedure History:97112-postPregnancy:-0.268
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.173
Maternal Procedure History:97530-postPregnancy:0.167
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.127
Maternal Diagnosis:9ccs196:Nml preg/del:-0.119
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.111
Maternal Procedure History:J7300-postPregnancy:-0.109
Maternal Lab History: EOSINOPHIL-postPregnancy:0.106
Maternal Lab History: AFP-postPregnancy:0.103
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.577
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.577
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.577
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.576
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.517
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.500
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.498
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.472
Maternal Procedure History:93005-otherPregnancy:0.414
Maternal Procedure History:97803-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:97803-otherPregnancy:1.000
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.632
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.578
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:-0.408
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:-0.408
Diagnosis:9ccs9:Sexual Infxs:-0.408
Maternal Lab History: CMV AB (IGM)-postPregnancy:0.389
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.323
Maternal Procedure History:90471-otherPregnancy:0.237
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:-0.236
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:1.000
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:1.000
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:1.000
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:1.000
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:1.000
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:1.000
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:1.000
Maternal Lab History: TP PERIOD-otherPregnancy:0.956
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.923
Lab:306854 PLATELET COUNT - Sunrise:0.640
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.637
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.633
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.633
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.629
Diagnosis:9ccs238:Complic proc:0.517
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.400
Maternal Procedure History:93005-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.498
Correlated most with:
Maternal Procedure History:93005-otherPregnancy:1.000
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.717
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.717
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.537
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.507
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.507
Maternal Lab History: 2 HOUR-otherPregnancy:0.448
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.414
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.414
Maternal Procedure History:93005-postPregnancy:0.407
Maternal Lab History: CMV AB (IGG)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CMV AB (IGG)-postPregnancy:1.000
Maternal Procedure History:97803-otherPregnancy:0.632
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.548
Maternal Lab History: CMV AB (IGM)-postPregnancy:0.535
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.289
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.217
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.212
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.210
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.205
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.205
Maternal Lab History: HEPATITIS B DNA-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:1.000
Maternal Lab History: HEPATITIS B DNA-postPregnancy:1.000
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.741
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:0.707
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.500
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.500
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.298
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.289
Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.223
Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.221
Maternal Procedure History:92551-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:92551-postPregnancy:1.000
Maternal Lab History: BASE DEFICIT-postPregnancy:0.416
Maternal Lab History: BICARBONATE-postPregnancy:-0.410
Maternal Procedure History:85018-postPregnancy:0.342
Maternal Procedure History:87880-postPregnancy:0.316
Maternal Procedure History:90471-postPregnancy:0.299
Maternal Lab History: GTT 90 MIN-postPregnancy:-0.293
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.277
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.268
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.251
Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs63:Wht blood dx:1.000
Diagnosis:9ccs64:Ot hematl dx:0.135
Diagnosis:9ccs8:Oth infectns:0.105
Diagnosis:9ccs161:Ot dx kidney:0.072
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.067
Diagnosis:9ccs244:Other injury:0.064
Diagnosis:9ccs257:Ot aftercare:0.053
Diagnosis:9ccs159:UTI:0.053
Diagnosis:9ccs7:Viral infect:0.052
Diagnosis:9ccs143:Abdom hernia:0.052
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:1.000
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.923
Maternal Lab History: TP PERIOD-otherPregnancy:0.902
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.718
Lab:306854 PLATELET COUNT - Sunrise:0.603
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.597
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.597
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.594
Diagnosis:9ccs238:Complic proc:0.487
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.378
Maternal Lab History: RET ABS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: RET %-postPregnancy:1.000
Maternal Lab History: RET ABS-postPregnancy:1.000
Maternal Procedure History:97530-postPregnancy:0.577
Maternal Procedure History:97112-postPregnancy:-0.530
Maternal Procedure History:J3301-postPregnancy:-0.500
Maternal Procedure History:20550-postPregnancy:-0.500
Maternal Procedure History:97035-postPregnancy:-0.500
Maternal Procedure History:97110-postPregnancy:-0.493
Maternal Procedure History:97140-postPregnancy:0.474
Maternal Lab History: IRON-postPregnancy:-0.472
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:1.000
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:1.000
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:1.000
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:1.000
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:1.000
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:1.000
Maternal Lab History: 3 HOUR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: 3 HOUR-otherPregnancy:1.000
Maternal Lab History: 3 HOUR-postPregnancy:0.514
Maternal Lab History: GLUCOSE-otherPregnancy:0.308
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.249
Maternal Lab History: 2 HOUR-otherPregnancy:0.248
Maternal Lab History: AST (SGOT)-postPregnancy:-0.232
Maternal Lab History: APF MoM-postPregnancy:0.220
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.219
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.216
Maternal Lab History: GLUCOSE-postPregnancy:-0.213
Diagnosis:9ccs9:Sexual Infxs | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs9:Sexual Infxs:1.000
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.460
Maternal Procedure History:97803-otherPregnancy:-0.408
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.400
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.333
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.217
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.207
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.182
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.175
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.165
Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.511
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000
Lab:292147 TSH - Sunrise:0.723
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.555
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.491
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.267
Diagnosis:9ccs48:Thyroid dsor:0.258
Maternal Lab History: NEUTROPHIL-postPregnancy:0.257
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.223
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.215
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.202
Diagnosis:9ccs162:Ot dx bladdr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs162:Ot dx bladdr:1.000
Maternal Lab History: MPV-otherPregnancy:0.300
Maternal Lab History: URINE PH-otherPregnancy:-0.161
Diagnosis:9ccs161:Ot dx kidney:0.154
Newborn Diagnosis:9ccs215:gu cong anom:0.139
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.133
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.122
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.122
Maternal Lab History: RBC-otherPregnancy:0.121
Diagnosis:9ccs159:UTI:0.120
Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs51:Ot endo dsor:1.000
Diagnosis:9ccs243:Poisn nonmed:0.148
Newborn Diagnosis:9ccs215:gu cong anom:0.135
Diagnosis:9ccs143:Abdom hernia:0.114
Maternal Diagnosis:9ccs60:Acut p-h anm:0.105
Diagnosis:9ccs215:gu cong anom:0.101
Diagnosis:9ccs165:Inf male gen:0.065
Maternal Diagnosis:9ccs185:Long pregncy:0.057
Diagnosis:9ccs159:UTI:0.053
Diagnosis:9ccs155:Other GI dx:0.052
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:1.000
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.257
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.257
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.162
Diagnosis:9ccs95:Oth nerv dx:0.142
Maternal Procedure History:J7300-postPregnancy:-0.141
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.134
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.131
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.112
Maternal Procedure History:58300-postPregnancy:-0.105
Diagnosis:9ccs142:Appendicitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs142:Appendicitis:1.000
Maternal Lab History: GTT 90 MIN-postPregnancy:0.851
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.681
Maternal Lab History: GAMMA GT-postPregnancy:0.387
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.301
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.266
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.257
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.247
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.222
Maternal Lab History: PT-postPregnancy:-0.187
Maternal Lab History: TEST NAME-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: TEST NAME-postPregnancy:1.000
Maternal Lab History: PHOSPHOROUS-postPregnancy:0.691
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.645
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.396
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.361
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.345
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.276
Maternal Lab History: MAGNESIUM-postPregnancy:-0.272
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.237
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.229
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:1.000
Maternal Lab History: HEPATITIS B DNA-postPregnancy:1.000
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.741
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:0.707
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.500
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.500
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.298
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.289
Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.223
Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.221
Maternal Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs83:Epilepsy/cnv:1.000
Maternal Diagnosis:9ccs155:Other GI dx:0.216
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.206
Maternal Diagnosis:9ccs259:Unclassified:0.111
Newborn Diagnosis:9ccs223:Birth trauma:0.103
Diagnosis:9ccs219:Low birth wt:0.101
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.077
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.077
Diagnosis:9ccs59:Anemia:0.076
Maternal Diagnosis:9ccs183:HTN in preg:0.071
Maternal Procedure History:97530-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:97530-postPregnancy:1.000
Maternal Procedure History:97112-postPregnancy:-0.879
Maternal Procedure History:97110-postPregnancy:-0.687
Maternal Procedure History:97001-postPregnancy:-0.655
Maternal Procedure History:97140-postPregnancy:0.639
Maternal Procedure History:20550-postPregnancy:-0.577
Maternal Procedure History:J3301-postPregnancy:-0.577
Maternal Lab History: RET ABS-postPregnancy:0.577
Maternal Procedure History:97035-postPregnancy:-0.577
Maternal Lab History: RET %-postPregnancy:0.577
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:1.000
Lab:323825 STREP SCREEN THROAT - Sunrise:0.328
Maternal Procedure History:90656-postPregnancy:0.317
Maternal Lab History: APTT-postPregnancy:-0.274
Diagnosis:9ccs72:Anxiety dx:0.266
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.231
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.219
Maternal Procedure History:93005-postPregnancy:0.215
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.205
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.196
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:1.000
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:1.000
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.577
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.500
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.500
Maternal Lab History: MONOS-otherPregnancy:0.462
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.447
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.412
Maternal Procedure History:97803-otherPregnancy:-0.408
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.365
Maternal Procedure History:J3301-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:J3301-postPregnancy:1.000
Maternal Procedure History:20550-postPregnancy:1.000
Maternal Procedure History:97530-postPregnancy:-0.577
Maternal Procedure History:97112-postPregnancy:0.530
Maternal Procedure History:97035-postPregnancy:0.500
Maternal Lab History: RET ABS-postPregnancy:-0.500
Maternal Lab History: RET %-postPregnancy:-0.500
Maternal Procedure History:97110-postPregnancy:0.493
Maternal Procedure History:97140-postPregnancy:-0.474
Maternal Procedure History:97001-postPregnancy:0.441
Maternal Diagnosis:9ccs69:Affective dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:1.000
Maternal Diagnosis:9ccs67:Subst-r mntl:0.500
Diagnosis:9ccs5:HIV infectn:0.500
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.500
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.500
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.409
Maternal Procedure History:93005-otherPregnancy:0.359
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.354
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.354
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.287
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:1.000
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.576
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.500
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.500
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.500
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.499
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.353
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.287
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.287
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.287
Maternal Lab History: GFR in African American-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: GFR in African American-otherPregnancy:1.000
Maternal Lab History: GFR Calculation-otherPregnancy:1.000
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.732
Diagnosis:9ccs120:Hemmorhoids:0.732
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.623
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.448
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.429
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.421
Maternal Procedure History:81025-otherPregnancy:0.392
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.390
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:1.000
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:1.000
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:1.000
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:1.000
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:1.000
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:1.000
Newborn Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs138:Esophgeal dx:1.000
Newborn Diagnosis:9ccs253:Allergy:0.377
Newborn Diagnosis:9ccs95:Oth nerv dx:0.353
Maternal Diagnosis:9ccs168:PID:0.228
Newborn Diagnosis:9ccs217:Ot cong anom:0.135
Newborn Diagnosis:9ccs256:Exam/eval:0.097
Diagnosis:9ccs217:Ot cong anom:0.082
Maternal Diagnosis:9ccs176:Contraceptiv:0.077
Diagnosis:9ccs91:Other eye dx:0.076
Diagnosis:9ccs96:Hrt valve dx:0.076
Maternal Lab History: RET %-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: RET ABS-postPregnancy:1.000
Maternal Lab History: RET %-postPregnancy:1.000
Maternal Procedure History:97530-postPregnancy:0.577
Maternal Procedure History:97112-postPregnancy:-0.530
Maternal Procedure History:20550-postPregnancy:-0.500
Maternal Procedure History:J3301-postPregnancy:-0.500
Maternal Procedure History:97035-postPregnancy:-0.500
Maternal Procedure History:97110-postPregnancy:-0.493
Maternal Procedure History:97140-postPregnancy:0.474
Maternal Lab History: IRON-postPregnancy:-0.472
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:1.000
Maternal Diagnosis:9ccs120:Hemmorhoids:0.407
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.406
Maternal Procedure History:93005-otherPregnancy:-0.276
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.268
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.257
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.216
Maternal Lab History: ALT-postPregnancy:0.173
Maternal Diagnosis:9ccs149:Biliary dx:0.171
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.171
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:1.000
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:1.000
Maternal Lab History: T-3(Total)-postPregnancy:0.585
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.377
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.377
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.360
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.333
Maternal Diagnosis:9ccs48:Thyroid dsor:0.301
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.301
Maternal Lab History: FREE T-4-postPregnancy:0.297
Maternal Procedure History:97112-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Procedure History:97112-postPregnancy:1.000
Maternal Procedure History:97530-postPregnancy:-0.879
Maternal Procedure History:97110-postPregnancy:0.672
Maternal Procedure History:97001-postPregnancy:0.601
Maternal Procedure History:J3301-postPregnancy:0.530
Maternal Procedure History:20550-postPregnancy:0.530
Maternal Procedure History:97035-postPregnancy:0.530
Maternal Lab History: RET ABS-postPregnancy:-0.530
Maternal Lab History: RET %-postPregnancy:-0.530
Maternal Procedure History:97140-postPregnancy:-0.503
Maternal Diagnosis:9ccs86:Cataract-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs86:Cataract-postPregnancy:1.000
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:0.707
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.559
Maternal Lab History: HERPES I IgG-postPregnancy:-0.435
Maternal Lab History: eGFR-postPregnancy:0.382
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.315
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.301
Maternal Lab History: MPV-postPregnancy:0.207
Maternal Lab History: HERPES II IgG-postPregnancy:-0.194
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.161
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:1.000
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:1.000
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:1.000
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:1.000
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:1.000
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs169:Endometrios | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs169:Endometrios:1.000
Newborn Diagnosis:9ccs96:Hrt valve dx:0.212
Diagnosis:9ccs89:Blindness:0.184
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.170
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.167
Diagnosis:9ccs213:Cardiac anom:0.132
Maternal Diagnosis:9ccs187:Malposition:0.096
Diagnosis:9ccs127:COPD:0.089
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.083
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.083
Maternal Lab History: LIPASE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: LIPASE-postPregnancy:1.000
Maternal Lab History: AMYLASE-postPregnancy:0.845
Maternal Lab History: RET %-postPregnancy:0.434
Maternal Lab History: RET ABS-postPregnancy:0.434
Maternal Lab History: CMV AB (IGM)-postPregnancy:0.365
Newborn Diagnosis:9ccs216:Nerv cong an:0.354
Maternal Lab History: URINE KETONES-postPregnancy:-0.322
Diagnosis:9ccs2:Septicemia:-0.293
Maternal Lab History: IRON-postPregnancy:-0.266
Maternal Diagnosis:9ccs196:Nml preg/del:0.234
Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs245:Syncope:1.000
Diagnosis:9ccs83:Epilepsy/cnv:0.243
Diagnosis:9ccs205:Back problem:0.157
Diagnosis:9ccs48:Thyroid dsor:0.151
Newborn Diagnosis:9ccs213:Cardiac anom:0.146
Diagnosis:9ccs96:Hrt valve dx:0.131
Diagnosis:9ccs117:Ot circul dx:0.126
Lab:294203 BILIRUBIN TOTAL - LMC:0.115
Lab:295669 BILIRUBIN DIRECT - LMC:0.088
Diagnosis:9ccs161:Ot dx kidney:0.085
Lab:306854 PLATELET COUNT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:306854 PLATELET COUNT - Sunrise:1.000
Maternal Lab History: TP PERIOD-otherPregnancy:0.669
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.640
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.603
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.509
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.506
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.506
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.504
Diagnosis:9ccs238:Complic proc:0.413
Newborn Diagnosis:9ccs218:Liveborn:0.404
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:1.000
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:1.000
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:1.000
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:1.000
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:1.000
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:1.000
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:1.000
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.360
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:-0.360
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.349
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.311
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.260
Lab:306617 OCCULT BLOOD TEST (FECAL):0.249
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.244
Maternal Lab History: T-3(Total)-postPregnancy:-0.211
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.205
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:1.000
Maternal Diagnosis:9ccs86:Cataract-postPregnancy:0.707
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.396
Maternal Lab History: HERPES I IgG-postPregnancy:-0.308
Maternal Lab History: eGFR-postPregnancy:0.270
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.222
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.222
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.211
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.180
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.155
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:1.000
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:1.000
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.577
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.500
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.500
Maternal Lab History: MONOS-otherPregnancy:0.462
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.447
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.412
Maternal Procedure History:97803-otherPregnancy:-0.408
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.365
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs125:Bronchitis-otherPregnancy:0.707
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.251
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.242
Maternal Lab History: FREE T-4-otherPregnancy:-0.242
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.234
Maternal Lab History: 3 HOUR-postPregnancy:0.220
Maternal Lab History: VLDL-postPregnancy:0.212
Maternal Lab History: eGFR-otherPregnancy:-0.211
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.210
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:1.000
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.577
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.577
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.577
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.577
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.577
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.577
Maternal Diagnosis:10ccs198:Ot infl skin-postPregnancy:0.577
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.577
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.577
Vital : 0.845122723361
MatDeliveryAge : 0.0151843085522
Number of Visits : 0.0094390931262
Maternal Diagnosis : 0.0203681777487
Diagnosis : 0.0233770869391
Census : 0.058709122678
Newborn Diagnosis : 0.00580948947819
Maternal Lab History : 0.0184336510986
Lab : 0.00267553077416
Maternal Procedure History : 0.000880816244225
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_index_no_min_full
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_results_no_min_full
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_models_no_min_full.pkl
-----------------------------------------------------
boys no_min full gradientboost
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.893, R^2 test: 0.132
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.936, R^2 test: 0.129
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.957, R^2 test: 0.119
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.987, Explained Variance Score Train: 0.911
AUC Validation: 0.738, Explained Variance Score Validation: 0.246
AUC Test: 0.693, Explained Variance Score Test: 0.134
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: 0.149
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: 0.157
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.919, R^2 test: 0.133
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.985, Explained Variance Score Train: 0.860
AUC Validation: 0.826, Explained Variance Score Validation: 0.336
AUC Test: 0.657, Explained Variance Score Test: 0.148
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: 0.188
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.880, R^2 test: 0.186
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.184
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.996, Explained Variance Score Train: 0.863
AUC Validation: 0.814, Explained Variance Score Validation: 0.317
AUC Test: 0.681, Explained Variance Score Test: 0.175
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.161
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: 0.157
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: 0.155
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.966, Explained Variance Score Train: 0.786
AUC Validation: 0.744, Explained Variance Score Validation: 0.275
AUC Test: 0.690, Explained Variance Score Test: 0.157
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.709, R^2 test: 0.213
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.209
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: 0.204
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.981, Explained Variance Score Train: 0.750
AUC Validation: 0.728, Explained Variance Score Validation: 0.234
AUC Test: 0.719, Explained Variance Score Test: 0.201
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: 0.178
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.797, R^2 test: 0.160
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.144
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.979, Explained Variance Score Train: 0.741
AUC Validation: 0.713, Explained Variance Score Validation: 0.244
AUC Test: 0.697, Explained Variance Score Test: 0.173
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: 0.186
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.207
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.930, R^2 test: 0.189
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.981, Explained Variance Score Train: 0.890
AUC Validation: 0.762, Explained Variance Score Validation: 0.299
AUC Test: 0.700, Explained Variance Score Test: 0.172
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.719, R^2 test: 0.116
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.123
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.118
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.988, Explained Variance Score Train: 0.825
AUC Validation: 0.673, Explained Variance Score Validation: 0.139
AUC Test: 0.616, Explained Variance Score Test: 0.091
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: 0.196
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: 0.204
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.901, R^2 test: 0.183
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.972, Explained Variance Score Train: 0.829
AUC Validation: 0.794, Explained Variance Score Validation: 0.250
AUC Test: 0.715, Explained Variance Score Test: 0.207
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: 0.148
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: 0.155
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.942, R^2 test: 0.189
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.994, Explained Variance Score Train: 0.912
AUC Validation: 0.635, Explained Variance Score Validation: 0.049
AUC Test: 0.694, Explained Variance Score Test: 0.175
total variables 19171 and total subjects: 1751
->AUC validation: 0.743 95% CI: [0.707 , 0.778]
->AUC test: 0.686 95% CI: [0.669 , 0.704]
->Explained Variance (R2) validation: 0.239 95% CI: [0.188 , 0.290]
->Explained Variance (R2) test: 0.163 95% CI: [0.144 , 0.183]
Test set metrics:
@threshold:1.530, sens:0.000, spec:1.000, ppv:0.000, acc:0.823, f1:0.000, total+:0, total-:350
@threshold:0.848, sens:0.016, spec:0.969, ppv:0.100, acc:0.800, f1:0.028, total+:10, total-:340
@threshold:0.832, sens:0.016, spec:0.965, ppv:0.091, acc:0.797, f1:0.027, total+:11, total-:339
@threshold:0.819, sens:0.032, spec:0.965, ppv:0.167, acc:0.800, f1:0.054, total+:12, total-:338
@threshold:0.745, sens:0.048, spec:0.962, ppv:0.214, acc:0.800, f1:0.079, total+:14, total-:336
@threshold:0.721, sens:0.065, spec:0.962, ppv:0.267, acc:0.803, f1:0.104, total+:15, total-:335
@threshold:0.709, sens:0.065, spec:0.958, ppv:0.250, acc:0.800, f1:0.103, total+:16, total-:334
@threshold:0.670, sens:0.081, spec:0.951, ppv:0.263, acc:0.797, f1:0.123, total+:19, total-:331
@threshold:0.666, sens:0.081, spec:0.948, ppv:0.250, acc:0.794, f1:0.122, total+:20, total-:330
@threshold:0.519, sens:0.097, spec:0.934, ppv:0.240, acc:0.786, f1:0.138, total+:25, total-:325
@threshold:0.503, sens:0.113, spec:0.931, ppv:0.259, acc:0.786, f1:0.157, total+:27, total-:323
@threshold:0.423, sens:0.129, spec:0.906, ppv:0.229, acc:0.769, f1:0.165, total+:35, total-:315
@threshold:0.384, sens:0.145, spec:0.903, ppv:0.243, acc:0.769, f1:0.182, total+:37, total-:313
@threshold:0.382, sens:0.161, spec:0.903, ppv:0.263, acc:0.771, f1:0.200, total+:38, total-:312
@threshold:0.367, sens:0.161, spec:0.899, ppv:0.256, acc:0.769, f1:0.198, total+:39, total-:311
@threshold:0.360, sens:0.177, spec:0.899, ppv:0.275, acc:0.771, f1:0.216, total+:40, total-:310
@threshold:0.358, sens:0.177, spec:0.896, ppv:0.268, acc:0.769, f1:0.214, total+:41, total-:309
@threshold:0.342, sens:0.194, spec:0.882, ppv:0.261, acc:0.760, f1:0.222, total+:46, total-:304
@threshold:0.336, sens:0.194, spec:0.878, ppv:0.255, acc:0.757, f1:0.220, total+:47, total-:303
@threshold:0.293, sens:0.210, spec:0.872, ppv:0.260, acc:0.754, f1:0.232, total+:50, total-:300
@threshold:0.292, sens:0.210, spec:0.868, ppv:0.255, acc:0.751, f1:0.230, total+:51, total-:299
@threshold:0.286, sens:0.226, spec:0.858, ppv:0.255, acc:0.746, f1:0.239, total+:55, total-:295
@threshold:0.282, sens:0.226, spec:0.854, ppv:0.250, acc:0.743, f1:0.237, total+:56, total-:294
@threshold:0.261, sens:0.242, spec:0.844, ppv:0.250, acc:0.737, f1:0.246, total+:60, total-:290
@threshold:0.256, sens:0.258, spec:0.840, ppv:0.258, acc:0.737, f1:0.258, total+:62, total-:288
@threshold:0.256, sens:0.274, spec:0.840, ppv:0.270, acc:0.740, f1:0.272, total+:63, total-:287
@threshold:0.247, sens:0.290, spec:0.837, ppv:0.277, acc:0.740, f1:0.283, total+:65, total-:285
@threshold:0.240, sens:0.306, spec:0.826, ppv:0.275, acc:0.734, f1:0.290, total+:69, total-:281
@threshold:0.228, sens:0.306, spec:0.823, ppv:0.271, acc:0.731, f1:0.288, total+:70, total-:280
@threshold:0.225, sens:0.323, spec:0.819, ppv:0.278, acc:0.731, f1:0.299, total+:72, total-:278
@threshold:0.225, sens:0.323, spec:0.816, ppv:0.274, acc:0.729, f1:0.296, total+:73, total-:277
@threshold:0.213, sens:0.339, spec:0.806, ppv:0.273, acc:0.723, f1:0.302, total+:77, total-:273
@threshold:0.212, sens:0.339, spec:0.802, ppv:0.269, acc:0.720, f1:0.300, total+:78, total-:272
@threshold:0.158, sens:0.355, spec:0.781, ppv:0.259, acc:0.706, f1:0.299, total+:85, total-:265
@threshold:0.157, sens:0.355, spec:0.778, ppv:0.256, acc:0.703, f1:0.297, total+:86, total-:264
@threshold:0.142, sens:0.371, spec:0.764, ppv:0.253, acc:0.694, f1:0.301, total+:91, total-:259
@threshold:0.139, sens:0.371, spec:0.760, ppv:0.250, acc:0.691, f1:0.299, total+:92, total-:258
@threshold:0.139, sens:0.387, spec:0.760, ppv:0.258, acc:0.694, f1:0.310, total+:93, total-:257
@threshold:0.135, sens:0.387, spec:0.757, ppv:0.255, acc:0.691, f1:0.308, total+:94, total-:256
@threshold:0.097, sens:0.403, spec:0.705, ppv:0.227, acc:0.651, f1:0.291, total+:110, total-:240
@threshold:0.092, sens:0.403, spec:0.701, ppv:0.225, acc:0.649, f1:0.289, total+:111, total-:239
@threshold:0.057, sens:0.419, spec:0.674, ppv:0.217, acc:0.629, f1:0.286, total+:120, total-:230
@threshold:0.046, sens:0.419, spec:0.670, ppv:0.215, acc:0.626, f1:0.284, total+:121, total-:229
@threshold:0.038, sens:0.435, spec:0.667, ppv:0.220, acc:0.626, f1:0.292, total+:123, total-:227
@threshold:0.037, sens:0.452, spec:0.663, ppv:0.224, acc:0.626, f1:0.299, total+:125, total-:225
@threshold:0.030, sens:0.468, spec:0.653, ppv:0.225, acc:0.620, f1:0.304, total+:129, total-:221
@threshold:0.028, sens:0.468, spec:0.649, ppv:0.223, acc:0.617, f1:0.302, total+:130, total-:220
@threshold:0.019, sens:0.484, spec:0.635, ppv:0.222, acc:0.609, f1:0.305, total+:135, total-:215
@threshold:0.008, sens:0.500, spec:0.632, ppv:0.226, acc:0.609, f1:0.312, total+:137, total-:213
@threshold:-0.001, sens:0.516, spec:0.625, ppv:0.229, acc:0.606, f1:0.317, total+:140, total-:210
@threshold:-0.002, sens:0.532, spec:0.622, ppv:0.232, acc:0.606, f1:0.324, total+:142, total-:208
@threshold:-0.003, sens:0.548, spec:0.622, ppv:0.238, acc:0.609, f1:0.332, total+:143, total-:207
@threshold:-0.012, sens:0.548, spec:0.618, ppv:0.236, acc:0.606, f1:0.330, total+:144, total-:206
@threshold:-0.014, sens:0.565, spec:0.618, ppv:0.241, acc:0.609, f1:0.338, total+:145, total-:205
@threshold:-0.017, sens:0.565, spec:0.615, ppv:0.240, acc:0.606, f1:0.337, total+:146, total-:204
@threshold:-0.033, sens:0.581, spec:0.597, ppv:0.237, acc:0.594, f1:0.336, total+:152, total-:198
@threshold:-0.037, sens:0.597, spec:0.594, ppv:0.240, acc:0.594, f1:0.343, total+:154, total-:196
@threshold:-0.060, sens:0.613, spec:0.573, ppv:0.236, acc:0.580, f1:0.341, total+:161, total-:189
@threshold:-0.066, sens:0.613, spec:0.569, ppv:0.235, acc:0.577, f1:0.339, total+:162, total-:188
@threshold:-0.080, sens:0.629, spec:0.562, ppv:0.236, acc:0.574, f1:0.344, total+:165, total-:185
@threshold:-0.082, sens:0.629, spec:0.559, ppv:0.235, acc:0.571, f1:0.342, total+:166, total-:184
@threshold:-0.119, sens:0.645, spec:0.517, ppv:0.223, acc:0.540, f1:0.332, total+:179, total-:171
@threshold:-0.123, sens:0.645, spec:0.514, ppv:0.222, acc:0.537, f1:0.331, total+:180, total-:170
@threshold:-0.138, sens:0.661, spec:0.507, ppv:0.224, acc:0.534, f1:0.335, total+:183, total-:167
@threshold:-0.140, sens:0.661, spec:0.503, ppv:0.223, acc:0.531, f1:0.333, total+:184, total-:166
@threshold:-0.144, sens:0.677, spec:0.503, ppv:0.227, acc:0.534, f1:0.340, total+:185, total-:165
@threshold:-0.145, sens:0.677, spec:0.500, ppv:0.226, acc:0.531, f1:0.339, total+:186, total-:164
@threshold:-0.216, sens:0.694, spec:0.431, ppv:0.208, acc:0.477, f1:0.320, total+:207, total-:143
@threshold:-0.218, sens:0.694, spec:0.427, ppv:0.207, acc:0.474, f1:0.319, total+:208, total-:142
@threshold:-0.237, sens:0.710, spec:0.410, ppv:0.206, acc:0.463, f1:0.319, total+:214, total-:136
@threshold:-0.240, sens:0.726, spec:0.406, ppv:0.208, acc:0.463, f1:0.324, total+:216, total-:134
@threshold:-0.243, sens:0.742, spec:0.399, ppv:0.210, acc:0.460, f1:0.327, total+:219, total-:131
@threshold:-0.246, sens:0.742, spec:0.396, ppv:0.209, acc:0.457, f1:0.326, total+:220, total-:130
@threshold:-0.249, sens:0.758, spec:0.396, ppv:0.213, acc:0.460, f1:0.332, total+:221, total-:129
@threshold:-0.255, sens:0.758, spec:0.392, ppv:0.212, acc:0.457, f1:0.331, total+:222, total-:128
@threshold:-0.271, sens:0.774, spec:0.385, ppv:0.213, acc:0.454, f1:0.334, total+:225, total-:125
@threshold:-0.278, sens:0.806, spec:0.382, ppv:0.219, acc:0.457, f1:0.345, total+:228, total-:122
@threshold:-0.305, sens:0.823, spec:0.351, ppv:0.214, acc:0.434, f1:0.340, total+:238, total-:112
@threshold:-0.320, sens:0.823, spec:0.347, ppv:0.213, acc:0.431, f1:0.339, total+:239, total-:111
@threshold:-0.339, sens:0.839, spec:0.316, ppv:0.209, acc:0.409, f1:0.334, total+:249, total-:101
@threshold:-0.339, sens:0.839, spec:0.312, ppv:0.208, acc:0.406, f1:0.333, total+:250, total-:100
@threshold:-0.346, sens:0.855, spec:0.295, ppv:0.207, acc:0.394, f1:0.333, total+:256, total-:94
@threshold:-0.351, sens:0.855, spec:0.292, ppv:0.206, acc:0.391, f1:0.332, total+:257, total-:93
@threshold:-0.357, sens:0.871, spec:0.288, ppv:0.208, acc:0.391, f1:0.336, total+:259, total-:91
@threshold:-0.376, sens:0.871, spec:0.285, ppv:0.208, acc:0.389, f1:0.335, total+:260, total-:90
@threshold:-0.446, sens:0.887, spec:0.226, ppv:0.198, acc:0.343, f1:0.324, total+:278, total-:72
@threshold:-0.447, sens:0.887, spec:0.222, ppv:0.197, acc:0.340, f1:0.323, total+:279, total-:71
@threshold:-0.494, sens:0.903, spec:0.198, ppv:0.195, acc:0.323, f1:0.321, total+:287, total-:63
@threshold:-0.498, sens:0.903, spec:0.194, ppv:0.194, acc:0.320, f1:0.320, total+:288, total-:62
@threshold:-0.524, sens:0.919, spec:0.188, ppv:0.196, acc:0.317, f1:0.323, total+:291, total-:59
@threshold:-0.527, sens:0.919, spec:0.184, ppv:0.195, acc:0.314, f1:0.322, total+:292, total-:58
@threshold:-0.536, sens:0.935, spec:0.174, ppv:0.196, acc:0.309, f1:0.324, total+:296, total-:54
@threshold:-0.540, sens:0.935, spec:0.170, ppv:0.195, acc:0.306, f1:0.323, total+:297, total-:53
@threshold:-0.731, sens:0.952, spec:0.069, ppv:0.180, acc:0.226, f1:0.303, total+:327, total-:23
@threshold:-0.731, sens:0.952, spec:0.066, ppv:0.180, acc:0.223, f1:0.303, total+:328, total-:22
@threshold:-0.768, sens:0.968, spec:0.059, ppv:0.181, acc:0.220, f1:0.305, total+:331, total-:19
@threshold:-0.777, sens:0.968, spec:0.056, ppv:0.181, acc:0.217, f1:0.305, total+:332, total-:18
@threshold:-0.795, sens:0.984, spec:0.052, ppv:0.183, acc:0.217, f1:0.308, total+:334, total-:16
@threshold:-0.803, sens:0.984, spec:0.049, ppv:0.182, acc:0.214, f1:0.307, total+:335, total-:15
@threshold:-1.201, sens:1.000, spec:0.003, ppv:0.178, acc:0.180, f1:0.302, total+:349, total-:1
Vital: BMI-gain1to5 | coef 0.013 95% CI: [0.002 , 0.023] | OR_adj 1.013 [1.002 1.023] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.121
Maternal Lab History: ALBUMIN-postPregnancy:-0.116
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.105
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.095
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.089
Number of Visits:0.088
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.081
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.081
Maternal Diagnosis:9ccs120:Hemmorhoids:-0.079
Maternal Diagnosis:9ccs184:Early labor:0.078
Vital: Wt-gain5to10 | coef 0.011 95% CI: [0.004 , 0.019] | OR_adj 1.011 [1.004 1.019] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.522
Correlated most with:
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.102
Maternal Lab History: PTT-otherPregnancy:-0.090
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.084
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.083
Maternal Lab History: Varicella IgG-postPregnancy:-0.081
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080
Maternal Lab History: AST-otherPregnancy:0.078
Maternal Diagnosis:9ccs57:Immunity dx-otherPregnancy:-0.077
Diagnosis:9ccs259:Unclassified:-0.076
Maternal Lab History: MPV-postPregnancy:0.075
Number of Visits | coef 0.011 95% CI: [0.005 , 0.016] | OR_adj 1.011 [1.005 1.016] | occ: 1743 | OR_unadj: 1.107 [0.879 1.394] | indivs AUC:0.484
Correlated most with:
Number of Visits:1.000
Diagnosis:9ccs126:Ot up rsp in:0.332
Diagnosis:9ccs92:Otitis media:0.277
Diagnosis:9ccs7:Viral infect:0.267
Diagnosis:9ccs135:Intest infct:0.234
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs155:Other GI dx:0.220
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs133:Oth low resp:0.195
Diagnosis:9ccs128:Asthma:0.187
Vital: BMI-gain5to10 | coef 0.011 95% CI: [0.003 , 0.018] | OR_adj 1.011 [1.003 1.018] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.552
Correlated most with:
Maternal Lab History: MPV-postPregnancy:0.101
Maternal Lab History: Alk Phos-postPregnancy:0.090
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.085
Maternal Lab History: PTT-otherPregnancy:-0.079
Maternal Lab History: POTASSIUM-postPregnancy:0.079
Maternal Lab History: INR-postPregnancy:-0.077
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.076
Maternal Lab History: TP VOLUME-otherPregnancy:0.072
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.071
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.071
* Vital: Wt for Length Zscore-avg10to13 | coef 0.010 95% CI: [0.002 , 0.019] | OR_adj 1.010 [1.002 1.019] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.651
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx:-0.108
Diagnosis:9ccs128:Asthma:0.092
Maternal Lab History: ESTRIOL-postPregnancy:0.091
Newborn Diagnosis:9ccs191:Amnios dx:0.089
Maternal Procedure History:86580-otherPregnancy:-0.079
MatDeliveryAge:-0.078
Diagnosis:9ccs95:Oth nerv dx:-0.075
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.075
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.073
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
* Vital: Wt for Length ZScore-gain3to7 | coef 0.010 95% CI: [0.004 , 0.016] | OR_adj 1.010 [1.004 1.016] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.560
Correlated most with:
Maternal Lab History: SODIUM-postPregnancy:-0.082
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.081
Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.078
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.068
Diagnosis:9ccs125:Bronchitis:0.068
Maternal Lab History: APTT-postPregnancy:-0.066
Maternal Lab History: RET %-postPregnancy:0.065
Maternal Lab History: RET ABS-postPregnancy:0.065
Maternal Lab History: LH-postPregnancy:0.063
Maternal Diagnosis:9ccs159:UTI:0.061
* Vital: BMI-avg1to3 | coef 0.009 95% CI: [0.005 , 0.014] | OR_adj 1.009 [1.005 1.014] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.556
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.155
Maternal Diagnosis:9ccs184:Early labor:-0.147
Diagnosis:9ccs219:Low birth wt:-0.133
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.102
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.102
Diagnosis:9ccs64:Ot hematl dx:0.098
Maternal Diagnosis:9ccs126:Ot up rsp in:0.092
Maternal Lab History: MONOCYTE-otherPregnancy:0.092
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Lab History: PLATELET COUNT-postPregnancy:0.083
* Vital: BMI-latest | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.700
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:0.126
Maternal Lab History: COLONY COUNT-otherPregnancy:0.109
Diagnosis:9ccs95:Oth nerv dx:-0.085
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.075
Maternal Lab History: WBC-otherPregnancy:0.074
Maternal Lab History: IRON-postPregnancy:-0.073
Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs5:HIV infectn:-0.070
Vital: HC-gain7to13 | coef 0.008 95% CI: [0.005 , 0.012] | OR_adj 1.008 [1.005 1.012] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.547
Correlated most with:
Maternal Lab History: Alk Phos-postPregnancy:-0.096
Maternal Lab History: IRON % SATURATION-postPregnancy:0.080
Maternal Lab History: APF MoM-otherPregnancy:-0.079
Maternal Diagnosis:9ccs183:HTN in preg:-0.077
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.073
Diagnosis:9ccs58:Ot nutrit dx:-0.072
Maternal Procedure History:99401-postPregnancy:-0.072
Maternal Lab History: INHMOM-postPregnancy:-0.072
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.071
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.070
* Vital: Wt-latest | coef 0.008 95% CI: [0.002 , 0.014] | OR_adj 1.008 [1.002 1.014] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.670
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.282
Diagnosis:9ccs92:Otitis media:0.237
Number of Visits:0.235
Diagnosis:9ccs10:Immuniz/scrn:0.219
Diagnosis:9ccs128:Asthma:0.149
Diagnosis:9ccs257:Ot aftercare:0.137
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs125:Bronchitis:0.134
Diagnosis:9ccs135:Intest infct:0.133
Diagnosis:9ccs122:Pneumonia:0.116
Vital: Temp-latest | coef 0.008 95% CI: [0.002 , 0.014] | OR_adj 1.008 [1.002 1.014] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.526
Correlated most with:
Maternal Lab History: TP PERIOD-otherPregnancy:0.108
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.098
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.093
Maternal Lab History: GAMMA GT-otherPregnancy:0.086
Diagnosis:9ccs83:Epilepsy/cnv:0.083
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.083
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Lab History: PTT-otherPregnancy:-0.080
Diagnosis:9ccs154:Gastroent:-0.079
Vital: Temp-avg1to3 | coef 0.008 95% CI: [0.004 , 0.012] | OR_adj 1.008 [1.004 1.012] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.570
Correlated most with:
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.119
Diagnosis:9ccs257:Ot aftercare:-0.106
Diagnosis:9ccs7:Viral infect:-0.100
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.099
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.096
Maternal Lab History: COLONY COUNT-postPregnancy:-0.090
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.089
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.086
Diagnosis:9ccs134:Ot uppr resp:0.086
Diagnosis:9ccs10:Immuniz/scrn:-0.086
* Vital: Ht-gain1to5 | coef 0.008 95% CI: [0.002 , 0.013] | OR_adj 1.008 [1.002 1.013] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:-0.117
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.110
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.102
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.097
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.097
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.091
Number of Visits:0.090
Maternal Diagnosis:9ccs120:Hemmorhoids:-0.088
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.085
Vital: HC-gain0to3 | coef 0.007 95% CI: [0.002 , 0.013] | OR_adj 1.007 [1.002 1.013] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs95:Oth nerv dx:-0.094
Maternal Diagnosis:9ccs185:Long pregncy:-0.083
Maternal Diagnosis:9ccs211:Ot conn tiss:-0.077
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.075
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.069
Maternal Diagnosis:9ccs75:Hx mental dx:-0.069
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.069
Maternal Diagnosis:9ccs169:Endometrios:-0.067
Diagnosis:9ccs2611:E Codes: Natural/environment:0.067
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:-0.066
Vital: Temp-avg16to19 | coef 0.007 95% CI: [0.005 , 0.010] | OR_adj 1.007 [1.005 1.010] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.158
Diagnosis:9ccs255:Social admin:-0.148
Newborn Diagnosis:9ccs138:Esophgeal dx:0.132
Diagnosis:9ccs239:Superfic inj:-0.112
Maternal Diagnosis:10ccs168:PID-postPregnancy:0.111
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.111
Diagnosis:9ccs126:Ot up rsp in:-0.111
Number of Visits:-0.106
Diagnosis:9ccs240:Burns:-0.093
Diagnosis:9ccs257:Ot aftercare:-0.092
* Vital: BMI-avg0to1 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1349 | OR_unadj: 1.526 [1.213 1.918] | indivs AUC:0.581
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.268
Maternal Diagnosis:9ccs184:Early labor:-0.261
Diagnosis:9ccs219:Low birth wt:-0.212
Maternal Diagnosis:9ccs185:Long pregncy:0.190
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.123
Maternal Diagnosis:9ccs183:HTN in preg:-0.120
Maternal Lab History: INHMOM-postPregnancy:-0.103
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.100
Maternal Lab History: HERPES II IgG-postPregnancy:-0.094
Newborn Diagnosis:9ccs221:Resp distres:-0.094
* Vital: BMI-avg10to13 | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.012] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx:-0.131
Diagnosis:9ccs128:Asthma:0.101
Newborn Diagnosis:9ccs191:Amnios dx:0.094
Maternal Lab History: ESTRIOL-postPregnancy:0.091
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.086
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.082
Diagnosis:9ccs246:FUO:-0.079
MatDeliveryAge:-0.077
Maternal Procedure History:86580-otherPregnancy:-0.075
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.073
* Vital: Wt for Length ZScore-avg19to24 | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.723
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.083
Maternal Lab History: WBC-otherPregnancy:0.081
Diagnosis:9ccs128:Asthma:0.079
Diagnosis:9ccs86:Cataract:-0.079
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.077
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.076
Diagnosis:9ccs235:Opn wnd head:0.074
Maternal Diagnosis:9ccs184:Early labor:-0.071
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067
Diagnosis:9ccs246:FUO:0.066
Vital: Wt for Length ZScore-gain7to13 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1479 | OR_unadj: 1.133 [0.902 1.422] | indivs AUC:0.553
Correlated most with:
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.092
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.084
Lab:306854 PLATELET COUNT - Sunrise:-0.081
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.075
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.071
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:-0.070
Diagnosis:9ccs138:Esophgeal dx:0.070
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.070
Newborn Diagnosis:9ccs218:Liveborn:-0.068
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.067
* Vital: Wt for Len Percentile-gain3to7 | coef 0.007 95% CI: [0.001 , 0.012] | OR_adj 1.007 [1.001 1.013] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.554
Correlated most with:
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:-0.081
Newborn Diagnosis:9ccs224:Ot perint dx:-0.080
Diagnosis:9ccs204:Ot joint dx:0.079
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Diagnosis:9ccs76:Meningitis:0.071
Diagnosis:9ccs92:Otitis media:0.069
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.069
Lab:294048 STOOL CULTURE - LMC:-0.064
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.064
* Vital: Wt-gain13to19 | coef 0.007 95% CI: [0.003 , 0.010] | OR_adj 1.007 [1.003 1.010] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.582
Correlated most with:
Diagnosis:9ccs130:Pleurisy:0.076
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.070
Maternal Diagnosis:9ccs183:HTN in preg:-0.065
Diagnosis:9ccs243:Poisn nonmed:0.065
Maternal Lab History: PAPP-A MoM-postPregnancy:0.063
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.063
Maternal Lab History: EOSINOPHIL-postPregnancy:0.062
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.060
Maternal Diagnosis:9ccs117:Ot circul dx:0.060
Maternal Diagnosis:9ccs86:Cataract-postPregnancy:-0.060
* Vital: Wt-gain0to3 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.526
Correlated most with:
Maternal Diagnosis:9ccs75:Hx mental dx:-0.111
Maternal Diagnosis:9ccs217:Ot cong anom:-0.100
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.088
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.083
Maternal Procedure History:99000-otherPregnancy:-0.082
Maternal Lab History: FREE T3-postPregnancy:0.078
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.075
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.073
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.072
Maternal Diagnosis:10ccs48:Thyroid dsor-postPregnancy:0.072
Vital: Temp-avg7to10 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.219
Diagnosis:9ccs255:Social admin:-0.172
Diagnosis:9ccs257:Ot aftercare:-0.140
Diagnosis:9ccs7:Viral infect:-0.138
Maternal Diagnosis:9ccs202:Rheum arth:0.136
Diagnosis:9ccs126:Ot up rsp in:-0.136
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.089
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.087
Diagnosis:9ccs125:Bronchitis:-0.086
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.085
* Vital: Wt for Length ZScore-avg7to10 | coef 0.007 95% CI: [0.002 , 0.011] | OR_adj 1.007 [1.002 1.011] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.596
Correlated most with:
Diagnosis:9ccs128:Asthma:0.096
Diagnosis:9ccs95:Oth nerv dx:-0.088
Newborn Diagnosis:9ccs191:Amnios dx:0.084
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.083
Diagnosis:9ccs125:Bronchitis:0.080
Maternal Lab History: ABS LYMPH-postPregnancy:0.075
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.075
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.075
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.075
Maternal Procedure History:S9470-postPregnancy:0.075
Vital: Temp-avg0to1 | coef 0.007 95% CI: [0.003 , 0.010] | OR_adj 1.007 [1.003 1.010] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.159
Diagnosis:9ccs255:Social admin:-0.118
Diagnosis:9ccs95:Oth nerv dx:-0.116
Diagnosis:9ccs76:Meningitis:-0.098
Diagnosis:9ccs7:Viral infect:-0.093
Diagnosis:9ccs166:Oth male gen:-0.083
Diagnosis:9ccs198:Ot infl skin:-0.076
Diagnosis:9ccs257:Ot aftercare:-0.074
Diagnosis:9ccs125:Bronchitis:-0.071
Diagnosis:9ccs128:Asthma:-0.068
* Vital: Wt for Length ZScore-avg5to7 | coef 0.007 95% CI: [0.003 , 0.010] | OR_adj 1.007 [1.003 1.010] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.551
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.108
Diagnosis:9ccs95:Oth nerv dx:-0.102
Diagnosis:9ccs128:Asthma:0.094
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.091
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.091
Newborn Diagnosis:9ccs218:Liveborn:0.085
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.084
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.076
Maternal Lab History: MCH-postPregnancy:-0.076
Diagnosis:9ccs204:Ot joint dx:0.072
* Vital: BMI-gain0to24 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.715
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.109
Maternal Lab History: COLONY COUNT-otherPregnancy:0.097
Diagnosis:9ccs58:Ot nutrit dx:0.096
Newborn Diagnosis:9ccs47:Ot bnign neo:0.094
Diagnosis:9ccs106:Dysrhythmia:0.087
Diagnosis:9ccs128:Asthma:0.085
Diagnosis:9ccs235:Opn wnd head:0.082
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.075
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
* Vital: Wt for Length ZScore-avg16to19 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.681
Correlated most with:
Maternal Diagnosis:9ccs215:gu cong anom:-0.112
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086
Maternal Lab History: WBC-otherPregnancy:0.085
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.084
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.076
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.076
Maternal Diagnosis:9ccs185:Long pregncy:0.073
Diagnosis:9ccs214:GI cong anom:-0.072
MatDeliveryAge:-0.071
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071
Vital: Wt for Length ZScore-gain0to3 | coef 0.006 95% CI: [0.001 , 0.011] | OR_adj 1.006 [1.001 1.011] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.560
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.099
Newborn Diagnosis:9ccs219:Low birth wt:-0.098
Maternal Lab History: HERPES II IgG-postPregnancy:-0.087
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082
Diagnosis:9ccs151:Oth liver dx:-0.081
Maternal Diagnosis:9ccs49:DiabMel no c:0.079
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077
Diagnosis:9ccs216:Nerv cong an:-0.074
Diagnosis:9ccs122:Pneumonia:0.074
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.073
* Vital: BMI-avg5to7 | coef 0.006 95% CI: [0.001 , 0.012] | OR_adj 1.006 [1.001 1.012] | occ: 1341 | OR_unadj: 1.832 [1.456 2.305] | indivs AUC:0.558
Correlated most with:
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.106
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.106
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.103
Diagnosis:9ccs138:Esophgeal dx:-0.097
Diagnosis:9ccs128:Asthma:0.092
Maternal Procedure History:S9470-postPregnancy:0.087
Diagnosis:9ccs95:Oth nerv dx:-0.086
Diagnosis:9ccs143:Abdom hernia:0.085
Diagnosis:9ccs204:Ot joint dx:0.080
Maternal Lab History: EOSINOPHIL-postPregnancy:0.075
Vital: Temp-avg10to13 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.577
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.139
Diagnosis:9ccs126:Ot up rsp in:0.109
Diagnosis:9ccs154:Gastroent:-0.081
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.081
Number of Visits:0.075
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.075
Maternal Diagnosis:9ccs200:Oth skin dx:0.074
Maternal Diagnosis:9ccs175:Ot femal gen:0.073
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:-0.072
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.072
Vital: Wt for Length ZScore-gain13to19 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.545
Correlated most with:
Maternal Lab History: PATIENT-postPregnancy:-0.091
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.085
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.082
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.078
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.078
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.078
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.074
Maternal Lab History: IRON % SATURATION-postPregnancy:0.074
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.069
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.066
* Vital: Wt Change-avg19to24 | coef 0.006 95% CI: [-0.001 , 0.013] | OR_adj 1.006 [0.999 1.013] | occ: 879 | OR_unadj: 1.673 [1.252 2.235] | indivs AUC:0.564
Correlated most with:
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.152
Diagnosis:9ccs120:Hemmorhoids:0.152
Diagnosis:9ccs92:Otitis media:-0.145
Number of Visits:-0.130
Diagnosis:9ccs257:Ot aftercare:-0.125
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.113
Diagnosis:9ccs126:Ot up rsp in:-0.112
Diagnosis:9ccs7:Viral infect:-0.111
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.109
Maternal Lab History: GFR in African American-otherPregnancy:0.103
* Vital: BMI-gain0to3 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1416 | OR_unadj: 1.282 [1.019 1.613] | indivs AUC:0.430
Correlated most with:
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.104
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.097
Maternal Diagnosis:9ccs75:Hx mental dx:-0.097
Maternal Diagnosis:9ccs175:Ot femal gen:0.096
Maternal Diagnosis:9ccs217:Ot cong anom:-0.092
Maternal Lab History: FASTING-otherPregnancy:0.088
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.085
Maternal Lab History: PTT-postPregnancy:-0.084
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.080
Maternal Diagnosis:10ccs48:Thyroid dsor-postPregnancy:0.080
Vital: Wt for Length ZScore-avg0to1 | coef 0.006 95% CI: [0.002 , 0.010] | OR_adj 1.006 [1.002 1.010] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.560
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.099
Newborn Diagnosis:9ccs219:Low birth wt:-0.098
Maternal Lab History: HERPES II IgG-postPregnancy:-0.087
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082
Diagnosis:9ccs151:Oth liver dx:-0.081
Maternal Diagnosis:9ccs49:DiabMel no c:0.079
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077
Diagnosis:9ccs216:Nerv cong an:-0.074
Diagnosis:9ccs122:Pneumonia:0.074
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.073
Vital: Wt for Length ZScore-gain5to10 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs123:Influenza:0.095
Newborn Diagnosis:9ccs166:Oth male gen:-0.078
Maternal Lab History: LIPASE-postPregnancy:-0.076
Maternal Lab History: AMYLASE-postPregnancy:-0.075
Lab:306854 PLATELET COUNT - Sunrise:0.074
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.069
Maternal Diagnosis:9ccs202:Rheum arth:0.067
Maternal Diagnosis:9ccs1:Tuberculosis:0.067
Maternal Lab History: IRON-postPregnancy:0.065
Maternal Diagnosis:9ccs187:Malposition:-0.064
* Vital: BMI-avg19to24 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.719
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.105
Maternal Lab History: COLONY COUNT-otherPregnancy:0.097
Diagnosis:9ccs58:Ot nutrit dx:0.094
Newborn Diagnosis:9ccs47:Ot bnign neo:0.094
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs235:Opn wnd head:0.082
Diagnosis:9ccs106:Dysrhythmia:0.081
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
Diagnosis:9ccs95:Oth nerv dx:-0.073
Vital: Wt for Length ZScore-gain10to16 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.568
Correlated most with:
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.112
Maternal Lab History: APF MoM-otherPregnancy:-0.106
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.094
Maternal Lab History: INHMOM-otherPregnancy:-0.094
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.091
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.086
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.084
Maternal Lab History: NT MoM-otherPregnancy:-0.080
Maternal Diagnosis:9ccs172:Ovarian cyst:0.078
Maternal Lab History: NT MoM-postPregnancy:-0.077
* Vital: Ht-avg10to13 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.609
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:-0.166
Maternal Diagnosis:9ccs184:Early labor:-0.123
Diagnosis:9ccs246:FUO:0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.106
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.099
Maternal Diagnosis:9ccs57:Immunity dx-otherPregnancy:0.092
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Diagnosis:9ccs219:Low birth wt:-0.085
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.074
Maternal Diagnosis:9ccs244:Other injury:0.072
Vital: Temp-avg13to16 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.518
Correlated most with:
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.746
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.439
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:-0.368
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:-0.356
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.277
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267
Maternal Lab History: ANION GAP-otherPregnancy:0.234
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.218
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.210
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183
* Vital: BMI-gain13to19 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1462 | OR_unadj: 1.439 [1.146 1.808] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.074
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.072
Maternal Lab History: EOSINOPHIL-postPregnancy:0.071
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.069
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.069
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.068
Diagnosis:9ccs130:Pleurisy:0.067
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.064
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.064
Vital: Wt for Len Percentile-gain7to13 | coef 0.006 95% CI: [0.002 , 0.009] | OR_adj 1.006 [1.002 1.009] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.544
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.123
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.113
Maternal Lab History: INHMOM-otherPregnancy:-0.110
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.104
Maternal Lab History: NT MoM-otherPregnancy:-0.102
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.101
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.098
Maternal Lab History: HCG-otherPregnancy:-0.095
Maternal Lab History: APTT-postPregnancy:0.093
Maternal Lab History: IRON-otherPregnancy:-0.091
Vital: Wt for Len Percentile-gain5to10 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.478
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.075
Maternal Lab History: ALBUMIN-postPregnancy:-0.075
Maternal Lab History: Alk Phos-postPregnancy:0.072
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.070
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.070
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068
Maternal Lab History: WEIGHT-postPregnancy:-0.067
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.066
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.066
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.065
Diagnosis:9ccs10:Immuniz/scrn | coef 0.005 95% CI: [-0.002 , 0.012] | OR_adj 1.005 [0.998 1.013] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.472
Diagnosis:9ccs126:Ot up rsp in:0.309
Diagnosis:9ccs7:Viral infect:0.243
Diagnosis:9ccs257:Ot aftercare:0.212
Diagnosis:9ccs92:Otitis media:0.200
Diagnosis:9ccs253:Allergy:0.198
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.161
Diagnosis:9ccs90:Eye infectn:0.151
* Vital: BMI-avg3to5 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.539
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.107
Maternal Procedure History:96372-postPregnancy:-0.100
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.093
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.093
Maternal Lab History: EOSINOPHIL-postPregnancy:0.093
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.088
Maternal Lab History: MCH-postPregnancy:-0.082
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080
Maternal Lab History: FASTING-otherPregnancy:-0.078
Maternal Lab History: PLATELET COUNT-postPregnancy:0.076
* Vital: Wt for Length ZScore-gain0to24 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.690
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Lab History: WBC-otherPregnancy:0.089
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086
Maternal Lab History: PROLACTIN-postPregnancy:-0.083
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: IRON-postPregnancy:-0.071
Diagnosis:9ccs86:Cataract:-0.071
Vital: Ht-gain5to10 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.418
Correlated most with:
Maternal Lab History: MPV-postPregnancy:0.102
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.088
Maternal Lab History: Alk Phos-postPregnancy:0.086
Maternal Lab History: PTT-otherPregnancy:-0.082
Maternal Lab History: AST-otherPregnancy:0.077
Maternal Lab History: Varicella IgG-postPregnancy:-0.076
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.074
Maternal Lab History: POTASSIUM-postPregnancy:0.072
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.071
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.069
* Vital: BMI-avg13to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.681
Correlated most with:
Maternal Lab History: TWIN B NT-postPregnancy:-0.130
Maternal Lab History: TWIN B CRL-postPregnancy:-0.130
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.086
Maternal Lab History: ESTRIOL-postPregnancy:0.085
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.079
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.079
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.075
Maternal Diagnosis:9ccs188:Pelvic obstr:0.075
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Lab History: APF MoM-postPregnancy:-0.075
* Vital: Wt for Length ZScore-latest | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.690
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Lab History: WBC-otherPregnancy:0.089
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086
Maternal Lab History: PROLACTIN-postPregnancy:-0.083
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: IRON-postPregnancy:-0.071
Diagnosis:9ccs86:Cataract:-0.071
Vital: Temp-avg3to5 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.509
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:0.085
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083
Maternal Lab History: URINE CULTURE-postPregnancy:-0.083
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.078
Diagnosis:9ccs7:Viral infect:-0.078
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.076
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:-0.074
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.072
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.072
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.071
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.005 95% CI: [0.001 , 0.009] | OR_adj 1.005 [1.001 1.009] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.508
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.508
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.482
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.481
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.445
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.349
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.347
Vital: BMI-gain7to13 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.540
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:0.119
Maternal Lab History: APF MoM-otherPregnancy:-0.107
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.095
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.095
Maternal Lab History: INHMOM-otherPregnancy:-0.093
Maternal Lab History: NT MoM-otherPregnancy:-0.090
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.090
Maternal Lab History: INHMOM-postPregnancy:-0.084
Maternal Lab History: HCG-otherPregnancy:-0.083
Maternal Lab History: PTT-otherPregnancy:0.080
Vital: Temp-avg19to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.546
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.128
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.127
Diagnosis:9ccs113:Late eff CVD:-0.094
Diagnosis:9ccs239:Superfic inj:-0.084
Diagnosis:9ccs10:Immuniz/scrn:-0.083
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.082
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.082
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.077
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.077
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.075
* Vital: Wt Percentile-latest | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.680
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Lab History: IRON-postPregnancy:-0.096
Diagnosis:9ccs128:Asthma:0.091
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.080
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Diagnosis:9ccs136:Teeth dx:-0.070
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069
Diagnosis:9ccs154:Gastroent:-0.068
Diagnosis:9ccs238:Complic proc:-0.067
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.065
Vital: Ht-gain0to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.545
Correlated most with:
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.126
Maternal Diagnosis:9ccs75:Hx mental dx:-0.095
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.095
Maternal Diagnosis:9ccs217:Ot cong anom:-0.091
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.087
Maternal Lab History: PTT-postPregnancy:-0.084
Maternal Lab History: FASTING-otherPregnancy:0.084
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.081
Maternal Diagnosis:10ccs48:Thyroid dsor-postPregnancy:0.081
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.081
Vital: BMI-gain16to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.516
Correlated most with:
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.090
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.071
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.069
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.068
Diagnosis:9ccs259:Unclassified:-0.066
Diagnosis:9ccs115:Aneurysm:-0.066
Newborn Diagnosis:9ccs162:Ot dx bladdr:0.065
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.064
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:-0.064
* Vital: Wt-gain3to7 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.551
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs92:Otitis media:0.091
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.086
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.084
Number of Visits:0.082
Lab:294048 STOOL CULTURE - LMC:-0.080
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.079
Maternal Diagnosis:9ccs244:Other injury:0.078
Diagnosis:9ccs127:COPD:0.078
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:-0.074
Vital: HR-latest | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.514
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.087
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.074
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.074
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.074
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.074
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.074
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.074
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.074
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.074
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.074
* Vital: Wt for Length ZScore-gain16to24 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.540
Correlated most with:
Maternal Diagnosis:9ccs215:gu cong anom:-0.126
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.071
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.068
Maternal Lab History: FASTING-postPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.065
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.064
Maternal Lab History: MONOCYTE-postPregnancy:-0.062
Diagnosis:9ccs0:No DX:-0.061
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.061
* Vital: BMI-avg16to19 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.680
Correlated most with:
Maternal Diagnosis:9ccs215:gu cong anom:-0.102
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.090
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.088
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.088
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Maternal Lab History: WBC-otherPregnancy:0.076
Diagnosis:9ccs214:GI cong anom:-0.074
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.073
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.069
Newborn Diagnosis:9ccs191:Amnios dx:0.066
* Vital: Wt for Len Percentile-gain0to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.701
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Diagnosis:9ccs128:Asthma:0.080
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.069
Diagnosis:9ccs243:Poisn nonmed:0.068
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.066
Diagnosis:9ccs95:Oth nerv dx:-0.066
Diagnosis:9ccs214:GI cong anom:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.064
Maternal Lab History: PLATELET COUNT-postPregnancy:0.063
Vital: Wt for Len Percentile-gain16to24 | coef 0.005 95% CI: [0.000 , 0.009] | OR_adj 1.005 [1.000 1.010] | occ: 1353 | OR_unadj: 0.799 [0.624 1.024] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.095
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.077
Diagnosis:9ccs126:Ot up rsp in:-0.074
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.073
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:-0.070
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:-0.070
Diagnosis:9ccs115:Aneurysm:-0.070
Maternal Diagnosis:9ccs57:Immunity dx-otherPregnancy:-0.070
Maternal Diagnosis:10ccs240:Burns-postPregnancy:-0.070
Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:-0.070
Vital: Temp-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.527
Correlated most with:
Maternal Procedure History:97001-postPregnancy:-0.191
Maternal Procedure History:97035-postPregnancy:0.179
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.118
Maternal Procedure History:97140-postPregnancy:0.105
Maternal Procedure History:97110-postPregnancy:-0.100
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.090
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.088
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.088
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.087
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.086
* Vital: HC-avg7to10 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.543
Correlated most with:
Maternal Diagnosis:9ccs244:Other injury:0.092
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Lab:297262 HEMOGLOBIN (HEMOCUE):0.083
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.082
Maternal Diagnosis:9ccs185:Long pregncy:0.081
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.078
Diagnosis:9ccs232:Sprain:0.074
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.074
Diagnosis:9ccs75:Hx mental dx:0.073
Maternal Diagnosis:9ccs184:Early labor:-0.071
Vital: Wt-gain10to16 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.093
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.087
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.077
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.076
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.076
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.075
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.075
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.074
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.074
Maternal Lab History: GAMMA GT-otherPregnancy:0.071
* Vital: Wt for Length ZScore-avg1to3 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.082
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.082
Diagnosis:9ccs138:Esophgeal dx:-0.081
Maternal Lab History: PLATELET COUNT-postPregnancy:0.079
Diagnosis:9ccs129:Asp pneumon:-0.077
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.076
Maternal Lab History: SODIUM-postPregnancy:0.075
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.075
Maternal Lab History: PATIENT-postPregnancy:0.074
Maternal Lab History: MCH-postPregnancy:-0.073
Vital: Ht Percentile-gain10to16 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.443
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.110
Diagnosis:9ccs0:No DX:0.103
Maternal Diagnosis:9ccs72:Anxiety dx:0.097
Diagnosis:9ccs105:Conduction:0.092
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:0.088
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.087
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.086
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.086
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.086
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.085
* Vital: Wt-avg0to1 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.537
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.352
Maternal Diagnosis:9ccs184:Early labor:-0.345
Diagnosis:9ccs219:Low birth wt:-0.282
Maternal Diagnosis:9ccs185:Long pregncy:0.261
Maternal Diagnosis:9ccs183:HTN in preg:-0.159
Lab:297262 HEMOGLOBIN (HEMOCUE):0.131
Newborn Diagnosis:9ccs221:Resp distres:-0.123
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs190:Fetal distrs:0.110
Maternal Lab History: INHMOM-postPregnancy:-0.106
Vital: HC-gain10to16 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.476
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:0.092
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.085
Maternal Lab History: ALBUMIN-postPregnancy:-0.081
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.073
Diagnosis:9ccs239:Superfic inj:-0.073
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.072
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.070
Diagnosis:9ccs83:Epilepsy/cnv:0.068
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.066
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.066
* Vital: Wt-avg1to3 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.611
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.301
Maternal Diagnosis:9ccs184:Early labor:-0.294
Diagnosis:9ccs219:Low birth wt:-0.233
Maternal Diagnosis:9ccs185:Long pregncy:0.167
Newborn Diagnosis:9ccs221:Resp distres:-0.122
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117
Newborn Diagnosis:9ccs222:Perint jaund:-0.116
Newborn Diagnosis:9ccs253:Allergy:-0.104
Lab:297262 HEMOGLOBIN (HEMOCUE):0.103
Maternal Diagnosis:9ccs183:HTN in preg:-0.096
* Vital: Wt-avg5to7 | coef 0.005 95% CI: [0.001 , 0.008] | OR_adj 1.005 [1.001 1.008] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.638
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.121
Maternal Diagnosis:9ccs185:Long pregncy:0.115
Newborn Diagnosis:9ccs219:Low birth wt:-0.110
Diagnosis:9ccs138:Esophgeal dx:-0.100
Maternal Diagnosis:9ccs244:Other injury:0.097
Diagnosis:9ccs219:Low birth wt:-0.090
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.084
Diagnosis:9ccs95:Oth nerv dx:-0.084
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.082
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.082
Vital: Ht Percentile-gain16to24 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.447
Correlated most with:
Maternal Diagnosis:9ccs39:Leukemias:-0.098
Diagnosis:9ccs259:Unclassified:-0.085
Maternal Diagnosis:9ccs172:Ovarian cyst:0.083
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:0.080
Maternal Diagnosis:9ccs87:Retinal dx-postPregnancy:0.080
Diagnosis:9ccs59:Anemia:-0.077
Maternal Lab History: BUN-postPregnancy:0.074
Maternal Diagnosis:9ccs126:Ot up rsp in:-0.073
Maternal Diagnosis:9ccs208:Acq foot def:-0.073
Maternal Procedure History:92551-postPregnancy:0.069
* Vital: Wt-avg3to5 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.578
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.187
Maternal Diagnosis:9ccs184:Early labor:-0.178
Maternal Diagnosis:9ccs185:Long pregncy:0.149
Diagnosis:9ccs219:Low birth wt:-0.140
Diagnosis:9ccs138:Esophgeal dx:-0.105
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: LIPASE-postPregnancy:0.099
Maternal Lab History: IRON-postPregnancy:-0.095
Newborn Diagnosis:9ccs253:Allergy:-0.093
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.089
* Vital: Wt-avg7to10 | coef 0.004 95% CI: [0.001 , 0.008] | OR_adj 1.004 [1.001 1.008] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.609
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.117
Maternal Diagnosis:9ccs244:Other injury:0.100
Newborn Diagnosis:9ccs219:Low birth wt:-0.089
Maternal Procedure History:S9470-postPregnancy:0.086
Maternal Diagnosis:9ccs184:Early labor:-0.084
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Maternal Lab History: URINE PH-otherPregnancy:-0.080
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.079
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.078
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.078
Vital: Wt for Len Percentile-gain13to19 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.482
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.080
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: LDL-postPregnancy:-0.075
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.075
Maternal Lab History: BASOPHIL-postPregnancy:0.074
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.065
Diagnosis:9ccs181:Ot preg comp:-0.065
Maternal Lab History: MONOCYTE-postPregnancy:-0.065
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.065
* Vital: Wt for Len Percentile-avg19to24 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.706
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Diagnosis:9ccs128:Asthma:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071
Diagnosis:9ccs243:Poisn nonmed:0.069
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.069
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.067
Diagnosis:9ccs214:GI cong anom:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.065
Diagnosis:9ccs95:Oth nerv dx:-0.064
Diagnosis:9ccs246:FUO:0.062
* Vital: Ht Percentile-gain7to13 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.558
Correlated most with:
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.116
Maternal Diagnosis:9ccs82:Paralysis:-0.105
Lab:294048 STOOL CULTURE - LMC:0.094
Maternal Lab History: NT MoM-otherPregnancy:-0.093
Maternal Lab History: APF MoM-otherPregnancy:-0.091
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.090
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.087
Diagnosis:9ccs229:Fx arm:0.086
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.085
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.085
* Vital: Wt for Length ZScore-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.667
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Diagnosis:9ccs188:Pelvic obstr:0.083
Diagnosis:9ccs143:Abdom hernia:0.081
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:-0.077
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:-0.077
Diagnosis:9ccs214:GI cong anom:-0.076
Maternal Lab History: ESTRIOL-postPregnancy:0.073
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.070
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.070
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070
* Vital: HC-avg1to3 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.549
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.245
Maternal Diagnosis:9ccs184:Early labor:-0.244
Diagnosis:9ccs219:Low birth wt:-0.191
Maternal Procedure History:92551-postPregnancy:-0.164
Maternal Diagnosis:9ccs185:Long pregncy:0.147
Newborn Diagnosis:9ccs221:Resp distres:-0.114
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:-0.106
Maternal Diagnosis:9ccs82:Paralysis:-0.106
Lab:297262 HEMOGLOBIN (HEMOCUE):0.102
Newborn Diagnosis:9ccs222:Perint jaund:-0.094
* Vital: Wt-gain7to13 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.574
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.117
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.108
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.100
Maternal Lab History: NT MoM-otherPregnancy:-0.100
Maternal Lab History: INHMOM-otherPregnancy:-0.100
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.099
Maternal Lab History: PTT-otherPregnancy:0.094
Maternal Lab History: HCG-otherPregnancy:-0.091
Maternal Lab History: IRON-otherPregnancy:-0.091
Maternal Lab History: INHMOM-postPregnancy:-0.087
* Vital: Wt Change-avg16to19 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.542
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.130
Maternal Diagnosis:9ccs208:Acq foot def:0.126
Maternal Diagnosis:9ccs90:Eye infectn:0.115
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.105
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.105
Diagnosis:9ccs239:Superfic inj:-0.097
Diagnosis:9ccs125:Bronchitis:-0.097
Diagnosis:9ccs7:Viral infect:-0.097
Number of Visits:-0.094
Diagnosis:9ccs128:Asthma:-0.090
Vital: Wt Change-avg7to10 | coef 0.004 95% CI: [0.001 , 0.008] | OR_adj 1.004 [1.001 1.008] | occ: 504 | OR_unadj: 0.896 [0.600 1.337] | indivs AUC:0.479
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:-0.141
Maternal Lab History: GFR Calculation-postPregnancy:-0.141
Diagnosis:9ccs92:Otitis media:-0.126
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:0.114
Diagnosis:9ccs125:Bronchitis:-0.100
Number of Visits:-0.100
Maternal Procedure History:90656-postPregnancy:0.100
Maternal Diagnosis:9ccs90:Eye infectn:0.098
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.094
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.089
* Vital: Ht-avg5to7 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.617
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.243
Maternal Diagnosis:9ccs184:Early labor:-0.152
Newborn Diagnosis:9ccs219:Low birth wt:-0.150
Lab:306854 PLATELET COUNT - Sunrise:-0.127
Maternal Diagnosis:9ccs185:Long pregncy:0.115
Diagnosis:9ccs219:Low birth wt:-0.106
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.098
Diagnosis:9ccs3:Oth bact inf:0.097
Newborn Diagnosis:9ccs218:Liveborn:-0.097
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.088
Vital: Wt-gain1to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.129
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.122
Number of Visits:0.107
Maternal Lab History: ALBUMIN-postPregnancy:-0.107
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.095
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.095
Maternal Diagnosis:9ccs120:Hemmorhoids:-0.091
Diagnosis:9ccs257:Ot aftercare:0.090
Lab:297275 STREP RAPID TEST (POCT):-0.085
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.082
* Vital: Wt-avg19to24 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.703
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.088
Maternal Lab History: WBC-otherPregnancy:0.086
Newborn Diagnosis:9ccs191:Amnios dx:0.086
Diagnosis:9ccs128:Asthma:0.083
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.083
Diagnosis:9ccs120:Hemmorhoids:0.083
Newborn Diagnosis:9ccs219:Low birth wt:-0.079
Maternal Diagnosis:9ccs188:Pelvic obstr:0.078
Vital: Wt for Length ZScore-gain1to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.441
Correlated most with:
Maternal Lab History: HERPES II IgG-postPregnancy:0.104
Maternal Diagnosis:9ccs184:Early labor:0.098
Newborn Diagnosis:9ccs91:Other eye dx:0.091
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087
Maternal Diagnosis:9ccs185:Long pregncy:-0.081
Diagnosis:9ccs198:Ot infl skin:-0.081
Newborn Diagnosis:9ccs221:Resp distres:0.081
Newborn Diagnosis:9ccs219:Low birth wt:0.080
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.079
Diagnosis:9ccs59:Anemia:0.076
* Vital: Wt for Length ZScore-avg3to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.103
Maternal Lab History: EOSINOPHIL-postPregnancy:0.087
Maternal Lab History: MCH-postPregnancy:-0.086
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.082
Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.077
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.075
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.075
Maternal Diagnosis:9ccs175:Ot femal gen:0.074
Maternal Lab History: PLATELET COUNT-postPregnancy:0.074
Maternal Lab History: MCV-postPregnancy:-0.072
* Vital: HC-gain0to24 | coef 0.004 95% CI: [-0.001 , 0.009] | OR_adj 1.004 [0.999 1.009] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.563
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:0.085
Maternal Diagnosis:9ccs102:Chest pain:0.084
Diagnosis:9ccs214:GI cong anom:-0.083
Maternal Diagnosis:9ccs61:Sickle cell:0.081
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.076
Diagnosis:9ccs229:Fx arm:0.072
Maternal Procedure History:99000-otherPregnancy:0.069
Diagnosis:9ccs245:Syncope:-0.067
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.066
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.066
Vital: Ht Percentile-gain1to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.490
Correlated most with:
Newborn Diagnosis:9ccs220:Birth asphyx:0.121
Maternal Lab History: UIBC-postPregnancy:-0.112
Maternal Lab History: PROGESTERONE-postPregnancy:-0.110
Maternal Diagnosis:9ccs198:Ot infl skin:0.106
Maternal Lab History: MONOS-otherPregnancy:-0.099
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.093
Maternal Lab History: TSH-postPregnancy:0.091
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.089
Maternal Procedure History:90801-postPregnancy:0.088
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.087
Vital: Ht-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.449
Correlated most with:
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.092
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.077
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.077
Diagnosis:9ccs55:Fluid/elc dx:-0.073
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.070
Maternal Diagnosis:9ccs36:Thyroid cncr:-0.069
Maternal Diagnosis:9ccs39:Leukemias:-0.067
Maternal Diagnosis:9ccs57:Immunity dx-otherPregnancy:-0.067
Newborn Diagnosis:9ccs106:Dysrhythmia:-0.066
Maternal Diagnosis:9ccs208:Acq foot def:-0.065
* Vital: Wt Change-latest | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 987 | OR_unadj: 1.430 [1.090 1.874] | indivs AUC:0.518
Correlated most with:
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.174
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.174
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.174
Maternal Diagnosis:9ccs200:Oth skin dx:0.163
Maternal Diagnosis:9ccs1:Tuberculosis-postPregnancy:0.158
Diagnosis:9ccs92:Otitis media:-0.156
Diagnosis:9ccs257:Ot aftercare:-0.152
Diagnosis:9ccs61:Sickle cell:0.143
Number of Visits:-0.142
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.124
* Vital: Ht Percentile-latest | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.006] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.547
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.085
Maternal Lab History: T-3(Total)-postPregnancy:-0.083
Diagnosis:9ccs229:Fx arm:0.077
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.073
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.071
Diagnosis:9ccs59:Anemia:-0.070
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.069
Maternal Diagnosis:9ccs155:Other GI dx:0.066
Maternal Procedure History:59430-postPregnancy:-0.066
Vital: BMI-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.541
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.086
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.081
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.080
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.074
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.074
Maternal Lab History: GAMMA GT-otherPregnancy:0.072
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.072
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.071
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.068
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.068
Vital: Wt Percentile-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.089
Maternal Diagnosis:9ccs39:Leukemias:-0.089
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.082
Diagnosis:9ccs115:Aneurysm:-0.082
Newborn Diagnosis:9ccs47:Ot bnign neo:-0.082
Diagnosis:9ccs143:Abdom hernia:-0.079
Maternal Diagnosis:9ccs172:Ovarian cyst:0.074
Diagnosis:9ccs4:Mycoses:-0.071
Diagnosis:9ccs181:Ot preg comp:0.071
Maternal Diagnosis:9ccs208:Acq foot def:-0.070
* Vital: Wt-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1468 | OR_unadj: 1.821 [1.385 2.394] | indivs AUC:0.541
Correlated most with:
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.106
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082
Maternal Diagnosis:9ccs36:Thyroid cncr:-0.079
Diagnosis:9ccs126:Ot up rsp in:-0.074
Maternal Diagnosis:9ccs39:Leukemias:-0.072
Maternal Diagnosis:9ccs183:HTN in preg:0.071
Diagnosis:9ccs115:Aneurysm:-0.068
Maternal Diagnosis:9ccs172:Ovarian cyst:0.067
Maternal Diagnosis:9ccs208:Acq foot def:-0.066
Newborn Diagnosis:9ccs162:Ot dx bladdr:0.065
MatDeliveryAge | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.522
Correlated most with:
MatDeliveryAge:1.000
Maternal Diagnosis:9ccs176:Contraceptiv:0.243
Maternal Diagnosis:9ccs186:DM in preg:0.233
Maternal Diagnosis:9ccs189:Prev c-sectn:0.193
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.180
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.174
Maternal Diagnosis:9ccs195:Ot compl bir:0.147
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.144
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.137
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.135
Vital: BMI-gain3to7 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs127:COPD:0.084
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.076
Maternal Lab History: TP VOLUME-otherPregnancy:-0.075
Diagnosis:9ccs222:Perint jaund:-0.075
Lab:294048 STOOL CULTURE - LMC:-0.074
Diagnosis:9ccs92:Otitis media:0.073
Diagnosis:9ccs212:Ot bone dx:0.071
Maternal Procedure History:96372-postPregnancy:0.070
Vital: Wt Change-avg13to16 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 626 | OR_unadj: 0.825 [0.577 1.179] | indivs AUC:0.516
Correlated most with:
Maternal Diagnosis:9ccs1:Tuberculosis-postPregnancy:0.175
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.149
Maternal Procedure History:J7302-postPregnancy:-0.139
Diagnosis:9ccs61:Sickle cell:0.136
Lab:294199 BILIRUBIN SCAN - LMC:-0.120
Diagnosis:9ccs92:Otitis media:-0.111
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Number of Visits:-0.094
Diagnosis:9ccs125:Bronchitis:-0.087
Diagnosis:9ccs126:Ot up rsp in:-0.087
* Vital: Wt-gain0to24 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.696
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.095
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Maternal Lab History: WBC-otherPregnancy:0.088
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs120:Hemmorhoids:0.084
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084
Maternal Diagnosis:9ccs244:Other injury:0.078
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.078
* Vital: Ht Percentile-avg19to24 | coef 0.004 95% CI: [0.000 , 0.007] | OR_adj 1.004 [1.000 1.007] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.547
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.086
Diagnosis:9ccs229:Fx arm:0.084
Maternal Lab History: T-3(Total)-postPregnancy:-0.084
Diagnosis:9ccs136:Teeth dx:-0.078
Maternal Procedure History:59430-postPregnancy:-0.077
Diagnosis:9ccs59:Anemia:-0.076
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.071
Maternal Diagnosis:9ccs155:Other GI dx:0.069
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.067
Maternal Diagnosis:9ccs185:Long pregncy:0.066
Maternal Lab History: ABS LYMPH-postPregnancy | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 437 | OR_unadj: 0.870 [0.606 1.251] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: ABS LYMPH-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.545
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.466
Maternal Lab History: ABS LYMPH-otherPregnancy:0.238
Maternal Lab History: WBC-postPregnancy:0.233
Maternal Lab History: PLATELET COUNT-postPregnancy:0.195
Maternal Lab History: EOSINOPHIL-postPregnancy:0.160
Maternal Lab History: RBC-postPregnancy:0.144
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.137
Maternal Lab History: FASTING-postPregnancy:0.128
Vital: HC-gain1to5 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.097
Maternal Lab History: ALBUMIN-postPregnancy:-0.089
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:0.086
Maternal Lab History: IRON-otherPregnancy:-0.086
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080
Maternal Lab History: FERRITIN-otherPregnancy:-0.078
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.077
Vital: HR-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccs228:Fx skull fac:0.156
Maternal Diagnosis:9ccs202:Rheum arth:0.123
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.103
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.103
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.103
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.103
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.103
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.103
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.103
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.103
Vital: Ht-gain10to16 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.456
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.085
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.073
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.072
Maternal Lab History: GAMMA GT-otherPregnancy:0.071
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.071
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.069
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.068
Diagnosis:9ccs214:GI cong anom:0.067
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.066
Vital: Ht Percentile-gain13to19 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.093
Maternal Diagnosis:9ccs39:Leukemias:0.090
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:-0.086
Maternal Diagnosis:10ccs168:PID-postPregnancy:-0.079
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:-0.079
Maternal Lab History: GLUCOSE-otherPregnancy:0.074
Maternal Diagnosis:9ccs84:Headache/mig:-0.073
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.069
Diagnosis:9ccs244:Other injury:0.068
Newborn Diagnosis:9ccs191:Amnios dx:-0.067
* Vital: Ht-avg16to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.584
Correlated most with:
Maternal Diagnosis:9ccs215:gu cong anom:0.153
Maternal Diagnosis:9ccs184:Early labor:-0.096
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.091
Maternal Lab History: T-3(Total)-postPregnancy:-0.086
Maternal Lab History: PAPP-A MoM-postPregnancy:0.082
Maternal Procedure History:59430-postPregnancy:-0.077
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.076
Maternal Diagnosis:9ccs155:Other GI dx:0.076
Maternal Diagnosis:9ccs36:Thyroid cncr:0.075
Diagnosis:9ccs147:Anal/rectal:0.075
* Vital: BMI-avg7to10 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.596
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.104
Diagnosis:9ccs128:Asthma:0.087
Maternal Procedure History:S9470-postPregnancy:0.087
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.086
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.086
Diagnosis:9ccs72:Anxiety dx:0.085
Diagnosis:9ccs125:Bronchitis:0.084
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.081
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: URINE PH-otherPregnancy:-0.077
Vital: Wt Percentile-gain7to13 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 663 | OR_unadj: 1.165 [0.818 1.659] | indivs AUC:0.475
Correlated most with:
Maternal Lab History: HCG-otherPregnancy:-0.180
Maternal Lab History: NT MoM-otherPregnancy:-0.179
Maternal Lab History: APF MoM-otherPregnancy:-0.175
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.175
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.165
Maternal Lab History: INHMOM-otherPregnancy:-0.155
Maternal Lab History: INHMOM-postPregnancy:-0.144
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.142
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.135
Maternal Lab History: HERPES I IgG-postPregnancy:0.129
Maternal Lab History: MCV-postPregnancy | coef 0.003 95% CI: [-0.000 , 0.007] | OR_adj 1.003 [1.000 1.007] | occ: 550 | OR_unadj: 0.841 [0.617 1.148] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: MCV-postPregnancy:1.000
Maternal Lab History: MCH-postPregnancy:0.745
Maternal Lab History: RDW-postPregnancy:-0.551
Maternal Lab History: MCV-otherPregnancy:0.464
Maternal Lab History: MCH-otherPregnancy:0.414
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.389
Maternal Lab History: HEMATOCRIT-postPregnancy:0.351
Maternal Lab History: RBC-postPregnancy:-0.322
Maternal Lab History: Alk Phos-postPregnancy:-0.220
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.219
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.507
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.507
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.480
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.444
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.348
Vital: HC-gain5to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.449
Correlated most with:
Maternal Lab History: IRON-postPregnancy:0.086
Maternal Lab History: MPV-postPregnancy:0.083
Maternal Lab History: BASOPHIL-postPregnancy:-0.079
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: Alk Phos-postPregnancy:0.075
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.072
Diagnosis:9ccs257:Ot aftercare:0.070
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.066
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.065
Newborn Diagnosis:9ccs63:Wht blood dx:0.065
Vital: Ht-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs127:COPD:0.093
Number of Visits:0.084
Maternal Lab History: TP VOLUME-otherPregnancy:-0.081
Diagnosis:9ccs92:Otitis media:0.080
Diagnosis:9ccs126:Ot up rsp in:0.078
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.077
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.075
Lab:294048 STOOL CULTURE - LMC:-0.073
Diagnosis:9ccs212:Ot bone dx:0.072
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.072
* Vital: Ht Percentile-avg16to19 | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.566
Correlated most with:
Maternal Lab History: T-3(Total)-postPregnancy:-0.082
Maternal Procedure History:J1055-postPregnancy:-0.076
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.076
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.074
Maternal Procedure History:90772-postPregnancy:-0.074
Maternal Procedure History:59430-postPregnancy:-0.073
Diagnosis:9ccs147:Anal/rectal:0.072
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.071
Maternal Diagnosis:9ccs184:Early labor:-0.070
Diagnosis:9ccs223:Birth trauma:0.069
Vital: Wt for Len Percentile-gain10to16 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.537
Correlated most with:
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.091
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.081
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.074
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.072
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.072
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.072
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.071
Newborn Diagnosis:9ccs162:Ot dx bladdr:-0.070
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.069
Maternal Lab History: GTT 90 MIN-postPregnancy:-0.068
Vital: Wt Percentile-gain10to16 | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:0.164
Diagnosis:9ccs0:No DX:0.147
Maternal Lab History: APTT-postPregnancy:-0.102
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.098
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.098
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.098
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.096
Maternal Diagnosis:9ccs117:Ot circul dx:-0.094
Diagnosis:9ccs230:Fx leg:-0.093
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.093
Vital: Wt Percentile-gain13to19 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.093
Diagnosis:9ccs61:Sickle cell:-0.086
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.084
Maternal Lab History: MONOCYTE-postPregnancy:-0.083
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.082
Maternal Procedure History:90746-postPregnancy:0.077
Diagnosis:9ccs230:Fx leg:0.077
Maternal Diagnosis:10ccs189:Prev c-sectn-postPregnancy:-0.076
Maternal Diagnosis:9ccs39:Leukemias:0.075
Maternal Diagnosis:9ccs117:Ot circul dx:0.074
Vital: HR-avg7to10 | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.146
Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.146
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.117
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.115
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.115
Maternal Lab History: TP VOLUME-otherPregnancy:0.106
Maternal Diagnosis:9ccs202:Rheum arth:0.098
Maternal Procedure History:87880-postPregnancy:0.097
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.090
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.089
Vital: Ht-gain7to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.552
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.097
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.086
Maternal Lab History: NT MoM-otherPregnancy:-0.085
Lab:292147 TSH - Sunrise:0.084
Maternal Lab History: INHMOM-otherPregnancy:-0.084
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.083
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.082
Maternal Lab History: INHMOM-postPregnancy:-0.079
Maternal Diagnosis:9ccs183:HTN in preg:-0.079
Maternal Lab History: PTT-otherPregnancy:0.077
Maternal Lab History: PLATELET COUNT-postPregnancy | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 550 | OR_unadj: 0.945 [0.680 1.314] | indivs AUC:0.469
Correlated most with:
Maternal Lab History: PLATELET COUNT-postPregnancy:1.000
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.441
Maternal Lab History: MPV-postPregnancy:-0.417
Maternal Lab History: MCH-postPregnancy:-0.211
Maternal Lab History: MCV-postPregnancy:-0.195
Maternal Lab History: ABS LYMPH-postPregnancy:0.195
Maternal Lab History: RBC-postPregnancy:0.190
Maternal Lab History: MPV-otherPregnancy:-0.177
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:0.156
Maternal Lab History: GLOBULIN-postPregnancy:0.148
* Vital: Ht-avg1to3 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.607
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.297
Newborn Diagnosis:9ccs219:Low birth wt:-0.290
Diagnosis:9ccs219:Low birth wt:-0.225
Maternal Diagnosis:9ccs185:Long pregncy:0.182
Newborn Diagnosis:9ccs221:Resp distres:-0.146
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126
Newborn Diagnosis:9ccs256:Exam/eval:-0.108
Newborn Diagnosis:9ccs253:Allergy:-0.106
Newborn Diagnosis:9ccs222:Perint jaund:-0.099
Lab:297262 HEMOGLOBIN (HEMOCUE):0.095
* Vital: Wt for Len Percentile-avg10to13 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.654
Correlated most with:
Diagnosis:9ccs128:Asthma:0.105
Maternal Lab History: ESTRIOL-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
MatDeliveryAge:-0.077
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.074
Maternal Diagnosis:9ccs190:Fetal distrs:0.073
Diagnosis:9ccs95:Oth nerv dx:-0.071
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.070
Vital: Wt Change-avg10to13 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 616 | OR_unadj: 1.170 [0.832 1.646] | indivs AUC:0.523
Correlated most with:
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.167
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.167
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.167
Maternal Procedure History:J7302-postPregnancy:0.145
Maternal Lab History: IRON-postPregnancy:-0.143
Maternal Lab History: UIBC-postPregnancy:0.134
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.119
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.118
Maternal Lab History: FERRITIN-otherPregnancy:-0.115
Diagnosis:9ccs92:Otitis media:-0.114
Vital: Ht Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.561
Correlated most with:
Maternal Diagnosis:9ccs172:Ovarian cyst:0.110
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.100
Newborn Diagnosis:9ccs166:Oth male gen:0.094
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:-0.094
Lab:294199 BILIRUBIN SCAN - LMC:0.094
Maternal Lab History: LEAD LEVEL-otherPregnancy:0.088
Maternal Lab History: ANION GAP-postPregnancy:-0.083
Maternal Lab History: IRON-otherPregnancy:0.080
Maternal Lab History: GFR Calculation-postPregnancy:-0.080
Maternal Lab History: GFR in African American-postPregnancy:-0.080
Vital: Wt Percentile-gain5to10 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.437
Correlated most with:
Maternal Lab History: URINE CULTURE-otherPregnancy:0.145
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.114
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.114
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.114
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.112
Diagnosis:9ccs61:Sickle cell:-0.103
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.102
Maternal Diagnosis:9ccs169:Endometrios:0.100
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:-0.095
Diagnosis:9ccs92:Otitis media:0.091
Vital: HC-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.078
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.069
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.068
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.068
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.064
Maternal Lab History: COLONY COUNT-postPregnancy:-0.064
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.064
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.063
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.062
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.062
Vital: Ht-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.553
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.153
Maternal Diagnosis:9ccs184:Early labor:-0.145
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Diagnosis:9ccs219:Low birth wt:-0.081
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.081
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.076
Maternal Lab History: AST (SGOT)-postPregnancy:0.075
Maternal Lab History: TP VOLUME-otherPregnancy:-0.070
Maternal Diagnosis:9ccs244:Other injury:0.069
* Vital: Wt for Len Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.676
Correlated most with:
MatDeliveryAge:-0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.086
Maternal Lab History: WBC-otherPregnancy:0.078
Diagnosis:9ccs214:GI cong anom:-0.076
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.076
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.075
Maternal Lab History: ESTRIOL-postPregnancy:0.074
* Vital: Ht-avg3to5 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.554
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.209
Maternal Diagnosis:9ccs184:Early labor:-0.207
Diagnosis:9ccs219:Low birth wt:-0.174
Maternal Diagnosis:9ccs185:Long pregncy:0.157
Diagnosis:9ccs10:Immuniz/scrn:-0.152
Newborn Diagnosis:9ccs253:Allergy:-0.127
Diagnosis:9ccs255:Social admin:-0.111
Maternal Lab History: 3 HOUR-otherPregnancy:-0.100
Newborn Diagnosis:9ccs256:Exam/eval:-0.098
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097
* Vital: Wt-avg16to19 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.701
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.104
Maternal Lab History: WBC-otherPregnancy:0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.082
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.082
Maternal Lab History: CREATININE-postPregnancy:0.081
Maternal Lab History: PAPP-A MoM-postPregnancy:0.079
Maternal Diagnosis:9ccs184:Early labor:-0.078
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.078
Diagnosis:9ccs143:Abdom hernia:0.077
Vital: Wt Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs181:Ot preg comp:-0.138
Maternal Lab History: LEAD LEVEL-otherPregnancy:0.131
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.128
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:-0.128
Maternal Diagnosis:9ccs84:Headache/mig:0.119
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:-0.115
Maternal Lab History: PAPP-A-postPregnancy:-0.108
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.106
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.102
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.099
Vital: HC-gain16to24 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.094
Maternal Diagnosis:9ccs98:HTN:-0.089
Maternal Lab History: POTASSIUM-otherPregnancy:0.083
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.078
Diagnosis:9ccs134:Ot uppr resp:-0.076
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.067
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.064
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.063
Maternal Lab History: RUBELLA-otherPregnancy:-0.063
Maternal Diagnosis:9ccs96:Hrt valve dx-otherPregnancy:-0.061
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.503
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449
Vital: Ht-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.537
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.091
Diagnosis:9ccs240:Burns:0.087
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.084
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.080
Maternal Diagnosis:9ccs184:Early labor:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Diagnosis:9ccs133:Oth low resp:0.071
Maternal Diagnosis:9ccs244:Other injury:0.070
Maternal Lab History: T-3(Total)-postPregnancy:-0.069
Maternal Lab History: RBC-otherPregnancy:0.068
Vital: Wt-postPregnancy | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 587 | OR_unadj: 1.252 [0.913 1.716] | indivs AUC:0.567
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.370
Maternal Lab History: WEIGHT-otherPregnancy:0.360
Maternal Lab History: WEIGHT-postPregnancy:0.344
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.321
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.256
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.222
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.191
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.191
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.182
Maternal Lab History: VLDL-postPregnancy:0.179
* Vital: HC-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.506
Correlated most with:
Number of Visits:0.080
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.074
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.072
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.070
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.068
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.068
Maternal Lab History: TP VOLUME-otherPregnancy:-0.068
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.068
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.064
Maternal Procedure History:45300-postPregnancy:-0.063
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.539
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.994
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.336
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.335
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.264
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.172
Vital: HR-avg10to13 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.098
Maternal Lab History: PO2-postPregnancy:-0.096
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.094
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.094
Diagnosis:9ccs129:Asp pneumon:0.094
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.089
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.084
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.084
Maternal Procedure History:20550-postPregnancy:-0.083
Maternal Procedure History:J3301-postPregnancy:-0.083
* Vital: Wt Percentile-avg16to19 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.616
Correlated most with:
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.088
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.085
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.084
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.082
Maternal Diagnosis:9ccs185:Long pregncy:0.081
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Diagnosis:9ccs136:Teeth dx:-0.076
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.074
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.074
* Vital: Ht Percentile-gain0to24 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.536
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.084
Diagnosis:9ccs229:Fx arm:0.084
Maternal Lab History: T-3(Total)-postPregnancy:-0.084
Maternal Procedure History:59430-postPregnancy:-0.077
Diagnosis:9ccs136:Teeth dx:-0.075
Diagnosis:9ccs59:Anemia:-0.074
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.071
Maternal Diagnosis:9ccs185:Long pregncy:0.071
Maternal Diagnosis:9ccs155:Other GI dx:0.068
Maternal Diagnosis:9ccs184:Early labor:-0.066
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.479
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.996
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.736
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.733
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.691
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.689
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.673
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.671
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.649
Vital: HC-avg0to1 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.278
Newborn Diagnosis:9ccs219:Low birth wt:-0.277
Diagnosis:9ccs219:Low birth wt:-0.224
Maternal Diagnosis:9ccs185:Long pregncy:0.192
Maternal Lab History: CHOLIC ACID-postPregnancy:0.125
Lab:297262 HEMOGLOBIN (HEMOCUE):0.123
Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.118
Maternal Lab History: BILE ACIDS-postPregnancy:0.116
Newborn Diagnosis:9ccs222:Perint jaund:-0.113
Maternal Diagnosis:9ccs190:Fetal distrs:0.108
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.536
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.512
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.344
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.537
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.345
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.214
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.196
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195
Vital: HC-latest | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs257:Ot aftercare:0.193
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs10:Immuniz/scrn:0.188
Diagnosis:9ccs125:Bronchitis:0.168
Diagnosis:9ccs7:Viral infect:0.160
Number of Visits:0.139
Diagnosis:9ccs128:Asthma:0.128
Diagnosis:9ccs135:Intest infct:0.113
Diagnosis:9ccs90:Eye infectn:0.110
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.540
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.994
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.337
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.335
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.334
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.268
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.267
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.173
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.172
Vital: Ht-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.578
Correlated most with:
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.080
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.076
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.076
Diagnosis:9ccs130:Pleurisy:0.075
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.074
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.070
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.069
Maternal Lab History: EOSINOPHIL-postPregnancy:0.066
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.066
Diagnosis:9ccs243:Poisn nonmed:0.062
* Vital: Wt Percentile-gain1to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 424 | OR_unadj: 0.622 [0.403 0.960] | indivs AUC:0.482
Correlated most with:
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.144
Maternal Lab History: IRON-otherPregnancy:-0.125
Maternal Diagnosis:9ccs140:Gastritis:0.118
Maternal Lab History: MONOCYTE-otherPregnancy:-0.117
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.105
Maternal Procedure History:90801-postPregnancy:0.104
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.096
Maternal Lab History: TSH-postPregnancy:0.096
Newborn Diagnosis:9ccs47:Ot bnign neo:0.092
Maternal Lab History: UIBC-postPregnancy:-0.092
* Vital: Wt Percentile-gain0to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.635
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.093
Diagnosis:9ccs136:Teeth dx:-0.092
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.078
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.078
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.074
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.073
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.073
Diagnosis:9ccs128:Asthma:0.073
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Vital: Wt Change-avg5to7 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.465
Correlated most with:
Diagnosis:9ccs125:Bronchitis:-0.121
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.107
Diagnosis:9ccs92:Otitis media:-0.106
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:0.098
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.089
Number of Visits:-0.088
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.086
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.086
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.086
Diagnosis:9ccs7:Viral infect:-0.086
* Vital: Wt-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1417 | OR_unadj: 2.797 [2.219 3.525] | indivs AUC:0.660
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.105
Newborn Diagnosis:9ccs191:Amnios dx:0.091
Maternal Procedure History:S9470-postPregnancy:0.091
Diagnosis:9ccs128:Asthma:0.084
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.078
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.074
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.074
Maternal Lab History: IRON-postPregnancy:-0.072
Maternal Diagnosis:9ccs190:Fetal distrs:0.071
Maternal Lab History: MCH-postPregnancy | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 550 | OR_unadj: 0.875 [0.645 1.187] | indivs AUC:0.546
Correlated most with:
Maternal Lab History: MCH-postPregnancy:1.000
Maternal Lab History: MCV-postPregnancy:0.745
Maternal Lab History: RDW-postPregnancy:-0.561
Maternal Lab History: MCH-otherPregnancy:0.447
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.397
Maternal Lab History: MCV-otherPregnancy:0.389
Maternal Lab History: RBC-postPregnancy:-0.345
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.289
Maternal Lab History: RDW-otherPregnancy:-0.273
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.211
Vital: Ht Percentile-gain5to10 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.443
Correlated most with:
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.139
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.111
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.111
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.111
Maternal Lab History: IRON-postPregnancy:0.105
Maternal Lab History: PROLACTIN-postPregnancy:-0.100
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.099
Maternal Diagnosis:9ccs169:Endometrios:0.096
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.096
Maternal Lab History: COLONY COUNT-postPregnancy:-0.095
Vital: Wt Change-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 370 | OR_unadj: 0.972 [0.656 1.439] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs194:Forceps del:-0.128
Maternal Lab History: GFR in African American-postPregnancy:-0.113
Maternal Lab History: GFR Calculation-postPregnancy:-0.113
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.112
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.102
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.099
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.098
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.098
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.098
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.097
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.563
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.487
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.463
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.462
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.440
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.393
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392
Vital: BMI-postPregnancy | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 476 | OR_unadj: 1.407 [0.733 2.700] | indivs AUC:0.561
Correlated most with:
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.391
Maternal Lab History: HCG-otherPregnancy:0.336
Maternal Procedure History:81000-postPregnancy:0.331
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.317
Maternal Lab History: INHMOM-postPregnancy:0.314
Maternal Lab History: INHMOM-otherPregnancy:0.297
Maternal Lab History: NT MoM-otherPregnancy:0.297
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.294
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.294
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.272
Vital: BP-postPregnancy | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 581 | OR_unadj: 0.781 [0.558 1.093] | indivs AUC:0.520
Correlated most with:
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.225
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.213
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.186
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.185
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.163
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.144
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.142
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.135
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.132
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.132
* Vital: Ht-avg19to24 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.545
Correlated most with:
Maternal Procedure History:90801-postPregnancy:-0.156
Maternal Lab History: TSH-postPregnancy:-0.137
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.132
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.124
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.119
Maternal Lab History: A/G RATIO-postPregnancy:0.119
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.111
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.108
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.103
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:-0.103
* Maternal Lab History: MPV-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 481 | OR_unadj: 0.644 [0.440 0.942] | indivs AUC:0.549
Correlated most with:
Maternal Lab History: MPV-postPregnancy:1.000
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.417
Maternal Lab History: MPV-otherPregnancy:0.404
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.240
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.217
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.207
Maternal Diagnosis:9ccs86:Cataract-postPregnancy:0.207
Maternal Lab History: TSH-postPregnancy:0.173
Maternal Lab History: RBC-postPregnancy:-0.163
Maternal Lab History: RDW-postPregnancy:0.160
Vital: HC-avg10to13 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.565
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.296
Diagnosis:9ccs255:Social admin:-0.264
Diagnosis:9ccs126:Ot up rsp in:-0.240
Diagnosis:9ccs7:Viral infect:-0.222
Diagnosis:9ccs257:Ot aftercare:-0.195
Diagnosis:9ccs92:Otitis media:-0.179
Number of Visits:-0.177
Diagnosis:9ccs125:Bronchitis:-0.138
Diagnosis:9ccs59:Anemia:-0.135
Diagnosis:9ccs135:Intest infct:-0.125
* Vital: Wt-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.663
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.109
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.100
Maternal Diagnosis:9ccs8:Oth infectns:0.088
Maternal Lab History: WBC-otherPregnancy:0.086
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.086
Diagnosis:9ccs136:Teeth dx:-0.078
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.078
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.078
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs143:Abdom hernia:0.077
* Vital: Ht-latest | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.347
Diagnosis:9ccs10:Immuniz/scrn:0.289
Diagnosis:9ccs92:Otitis media:0.280
Number of Visits:0.252
Diagnosis:9ccs7:Viral infect:0.183
Diagnosis:9ccs257:Ot aftercare:0.180
Diagnosis:9ccs135:Intest infct:0.160
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145
Diagnosis:9ccs125:Bronchitis:0.140
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.533
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.999
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.335
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.310
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.299
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.293
* Vital: Wt for Len Percentile-avg5to7 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.592
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.107
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.079
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.078
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.078
Maternal Lab History: CREATININE-postPregnancy:0.077
Newborn Diagnosis:9ccs191:Amnios dx:0.076
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.076
Diagnosis:9ccs204:Ot joint dx:0.071
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1129 | OR_unadj: 1.187 [0.933 1.510] | indivs AUC:0.506
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.996
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.387
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.385
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.381
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.357
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.355
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.344
Maternal Lab History: CREATININE-postPregnancy | coef 0.002 95% CI: [0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 317 | OR_unadj: nan [ nan nan] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: CREATININE-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.534
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.458
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.435
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.427
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.408
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.404
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.366
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.346
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.341
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.531
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.999
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.336
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.298
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.292
* Vital: HR-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.485
Correlated most with:
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.174
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.174
Diagnosis:9ccs221:Resp distres:0.164
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.152
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.138
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.130
Diagnosis:9ccs228:Fx skull fac:0.125
Maternal Procedure History:93005-otherPregnancy:0.119
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.116
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.113
Vital: HR-avg16to19 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.004] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.523
Correlated most with:
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.187
Diagnosis:9ccs231:Oth fracture:0.137
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.116
Diagnosis:9ccs2619:e codes: other specified- nec:0.116
Maternal Diagnosis:9ccs135:Intest infct:0.102
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.100
Diagnosis:9ccs228:Fx skull fac:0.098
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.092
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.089
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.085
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.491
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.511
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.309
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.258
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.244
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1126 | OR_unadj: 1.150 [0.895 1.477] | indivs AUC:0.475
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.996
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.736
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.734
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.693
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.688
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.674
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.670
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.654
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.649
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1123 | OR_unadj: 1.121 [0.884 1.421] | indivs AUC:0.491
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.998
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.726
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.724
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.716
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.714
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.712
* Vital: Ht-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 482 | OR_unadj: 0.662 [0.460 0.953] | indivs AUC:0.470
Correlated most with:
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.200
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.170
Maternal Procedure History:99000-postPregnancy:0.148
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.148
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.146
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.146
Maternal Procedure History:86703-postPregnancy:0.134
Maternal Diagnosis:9ccs172:Ovarian cyst:0.128
Maternal Lab History: RDW-postPregnancy:-0.127
Maternal Lab History: HEMATOCRIT-postPregnancy:0.127
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.507
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.996
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.386
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.385
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.383
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.356
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.355
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.345
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345
* Vital: Ht Percentile-avg10to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.580
Correlated most with:
Diagnosis:9ccs223:Birth trauma:0.096
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.089
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.086
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.082
Maternal Diagnosis:9ccs184:Early labor:-0.080
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.080
Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.080
Maternal Lab History: TEST NAME-otherPregnancy:0.077
Maternal Diagnosis:9ccs185:Long pregncy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.075
* Vital: Ht-avg0to1 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.511
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.333
Maternal Diagnosis:9ccs184:Early labor:-0.327
Diagnosis:9ccs219:Low birth wt:-0.286
Maternal Diagnosis:9ccs185:Long pregncy:0.213
Maternal Diagnosis:9ccs183:HTN in preg:-0.149
Newborn Diagnosis:9ccs253:Allergy:-0.131
Newborn Diagnosis:9ccs221:Resp distres:-0.120
Lab:297262 HEMOGLOBIN (HEMOCUE):0.114
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs82:Paralysis:-0.111
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.501
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449
* Vital: Wt Percentile-avg19to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 920 | OR_unadj: 2.523 [1.996 3.191] | indivs AUC:0.641
Correlated most with:
Diagnosis:9ccs136:Teeth dx:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: IRON-postPregnancy:-0.078
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.078
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.075
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.073
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.073
Diagnosis:9ccs128:Asthma:0.072
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Vital: HR-avg19to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.473
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in:0.116
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.105
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:-0.096
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:-0.095
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:-0.095
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:-0.095
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.093
Maternal Lab History: FOLATE-postPregnancy:-0.088
Diagnosis:9ccs167:Breast dx:0.082
Lab:294199 BILIRUBIN SCAN - LMC:0.081
* Vital: BMI Percentile-avg19to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.534
Correlated most with:
Maternal Lab History: LH-postPregnancy:0.123
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.117
Maternal Diagnosis:9ccs72:Anxiety dx:-0.115
Diagnosis:9ccs214:GI cong anom:-0.106
Maternal Lab History: PROGESTERONE-postPregnancy:-0.095
Maternal Lab History: TSH-postPregnancy:0.095
Maternal Diagnosis:9ccs120:Hemmorhoids:-0.091
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.090
Newborn Diagnosis:9ccs253:Allergy:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085
* Vital: Ht-gain0to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.535
Correlated most with:
Maternal Procedure History:90801-postPregnancy:-0.157
Maternal Lab History: TSH-postPregnancy:-0.137
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.131
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.130
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.120
Maternal Lab History: A/G RATIO-postPregnancy:0.120
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.111
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.108
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.108
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:-0.105
Maternal Lab History: ALT-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 302 | OR_unadj: 0.676 [0.384 1.190] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: ALT-postPregnancy:1.000
Maternal Lab History: AST-postPregnancy:0.625
Maternal Lab History: AST (SGOT)-postPregnancy:0.459
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.289
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.287
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.287
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.287
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.287
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.287
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.287
Vital: HR-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 489 | OR_unadj: 0.990 [0.709 1.381] | indivs AUC:0.555
Correlated most with:
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.218
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.180
Maternal Procedure History:93005-otherPregnancy:-0.148
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.146
Maternal Diagnosis:9ccs120:Hemmorhoids:0.133
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.115
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.115
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.108
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.107
Maternal Procedure History:81000-postPregnancy:0.106
* Vital: Wt for Len Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.591
Correlated most with:
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.088
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Lab History: APTT-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.077
Maternal Procedure History:S9470-postPregnancy:0.076
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.074
MatDeliveryAge:-0.073
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1123 | OR_unadj: 1.089 [0.854 1.390] | indivs AUC:0.492
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.512
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.310
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.257
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.245
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.480
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.916
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.744
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.743
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.714
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712
Maternal Lab History: HEMATOCRIT-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 550 | OR_unadj: 0.931 [0.684 1.267] | indivs AUC:0.460
Correlated most with:
Maternal Lab History: HEMATOCRIT-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.945
Maternal Lab History: RBC-postPregnancy:0.770
Maternal Lab History: RDW-postPregnancy:-0.407
Maternal Lab History: MCV-postPregnancy:0.351
Maternal Lab History: BASOPHIL-postPregnancy:0.317
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.313
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.297
Maternal Lab History: ALBUMIN-postPregnancy:0.289
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.289
* Vital: HC-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.539
Correlated most with:
Newborn Diagnosis:9ccs63:Wht blood dx:-0.326
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.173
Diagnosis:9ccs10:Immuniz/scrn:-0.162
Maternal Lab History: IRON-postPregnancy:-0.156
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.154
Diagnosis:9ccs3:Oth bact inf:-0.152
Maternal Lab History: HBV DNA-postPregnancy:-0.147
Diagnosis:9ccs255:Social admin:-0.137
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.134
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.131
Maternal Lab History: Alk Phos-postPregnancy | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 300 | OR_unadj: 0.574 [0.322 1.022] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: Alk Phos-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:-0.530
Maternal Lab History: LDH-postPregnancy:0.445
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.422
Maternal Lab History: MAGNESIUM-postPregnancy:0.335
Maternal Lab History: CALCIUM-postPregnancy:-0.331
Maternal Diagnosis:9ccs149:Biliary dx:0.288
Maternal Lab History: AST-postPregnancy:0.284
Maternal Lab History: Alk Phos-otherPregnancy:0.282
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.280
* Maternal Lab History: CARBON DIOXIDE-postPregnancy | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 317 | OR_unadj: 0.556 [0.345 0.895] | indivs AUC:0.462
Correlated most with:
Maternal Lab History: CARBON DIOXIDE-postPregnancy:1.000
Maternal Lab History: PH-postPregnancy:0.314
Maternal Lab History: SODIUM-postPregnancy:0.275
Maternal Lab History: PO2-postPregnancy:-0.182
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.177
Maternal Lab History: ALT-postPregnancy:0.174
Maternal Procedure History:85018-postPregnancy:0.171
Maternal Lab History: O2 SATURATION-postPregnancy:-0.170
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:-0.158
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.145
* Vital: Wt for Len Percentile-avg13to16 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.665
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.078
MatDeliveryAge:-0.076
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.076
Diagnosis:9ccs147:Anal/rectal:0.072
Maternal Diagnosis:9ccs188:Pelvic obstr:0.071
Maternal Diagnosis:9ccs186:DM in preg:-0.069
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.068
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.067
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.065
Vital: HC-avg3to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.516
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.154
Maternal Diagnosis:9ccs184:Early labor:-0.150
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Newborn Diagnosis:9ccs221:Resp distres:-0.100
Diagnosis:9ccs219:Low birth wt:-0.091
Lab:297262 HEMOGLOBIN (HEMOCUE):0.089
Maternal Lab History: APF MoM-otherPregnancy:-0.083
Maternal Diagnosis:9ccs102:Chest pain:0.081
Maternal Lab History: INHMOM-otherPregnancy:-0.081
Newborn Diagnosis:9ccs224:Ot perint dx:0.079
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.517
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.794
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.792
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.562
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.485
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.462
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.500
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621
Vital: HC-avg13to16 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.472
Correlated most with:
Maternal Procedure History:S9470-otherPregnancy:-0.087
Maternal Diagnosis:9ccs190:Fetal distrs:0.084
Maternal Diagnosis:9ccs102:Chest pain:0.082
Lab:297262 HEMOGLOBIN (HEMOCUE):0.082
Maternal Diagnosis:9ccs238:Complic proc:0.077
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.076
Diagnosis:9ccs143:Abdom hernia:0.073
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.070
Maternal Diagnosis:9ccs87:Retinal dx-postPregnancy:-0.069
Newborn Diagnosis:9ccs224:Ot perint dx:0.068
Vital: BMI-otherPregnancy | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 261 | OR_unadj: 0.945 [0.528 1.690] | indivs AUC:0.531
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.184
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.178
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.176
Maternal Procedure History:59430-postPregnancy:0.164
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.162
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.161
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.161
Maternal Lab History: 3 HOUR-postPregnancy:-0.154
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.152
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.151
Vital: Ht Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.555
Correlated most with:
Diagnosis:9ccs223:Birth trauma:0.105
Maternal Lab History: TEST NAME-otherPregnancy:0.104
Maternal Lab History: HERPES II IgG-otherPregnancy:0.100
Maternal Lab History: UIBC-postPregnancy:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.091
Maternal Lab History: PROGESTERONE-postPregnancy:-0.091
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.086
Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.084
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.084
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.084
Vital: Ht Percentile-gain0to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.535
Correlated most with:
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.159
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:-0.136
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:-0.136
Maternal Procedure History:97803-otherPregnancy:0.133
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.118
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.117
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.110
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.107
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.104
Diagnosis:9ccs162:Ot dx bladdr:0.103
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.500
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.673
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.632
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.613
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.357
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355
Vital: Wt Percentile-gain0to3 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 363 | OR_unadj: 1.189 [0.815 1.732] | indivs AUC:0.531
Correlated most with:
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.137
Diagnosis:9ccs181:Ot preg comp:0.135
Maternal Lab History: IRON-otherPregnancy:0.131
Diagnosis:9ccs129:Asp pneumon:-0.130
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.125
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.125
Newborn Diagnosis:9ccs166:Oth male gen:0.124
Maternal Lab History: MONOCYTE-otherPregnancy:0.121
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.118
Maternal Diagnosis:9ccs211:Ot conn tiss:0.112
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1129 | OR_unadj: 0.852 [0.649 1.119] | indivs AUC:0.479
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.918
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.915
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.744
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.744
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.713
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.712
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1129 | OR_unadj: 1.101 [0.860 1.408] | indivs AUC:0.499
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.996
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.736
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.733
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.673
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.670
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.639
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.637
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.624
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.621
Vital: Wt for Len Percentile-gain1to5 | coef 0.002 95% CI: [-0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 495 | OR_unadj: 1.260 [0.921 1.724] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccs214:GI cong anom:-0.122
Maternal Procedure History:92551-postPregnancy:0.116
Diagnosis:9ccs141:Ot dx stomch:-0.088
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.084
Maternal Diagnosis:9ccs36:Thyroid cncr:0.080
Diagnosis:9ccs3:Oth bact inf:-0.076
Maternal Diagnosis:9ccs190:Fetal distrs:0.072
Maternal Diagnosis:9ccs106:Dysrhythmia:-0.068
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.068
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.067
Vital: Wt Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 396 | OR_unadj: 1.125 [0.805 1.571] | indivs AUC:0.543
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.114
Newborn Diagnosis:9ccs217:Ot cong anom:0.107
Maternal Lab History: IRON-postPregnancy:-0.103
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.092
Maternal Diagnosis:9ccs1:Tuberculosis-postPregnancy:-0.092
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Maternal Lab History: TSH-postPregnancy:0.086
Maternal Lab History: LH-postPregnancy:0.085
Lab:323854 CULTURE FECES - Sunrise:0.081
Vital: Ht Percentile-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.530
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.139
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.121
Maternal Lab History: NT MoM-otherPregnancy:-0.120
Maternal Lab History: HCG-otherPregnancy:-0.117
Maternal Lab History: COLONY COUNT-postPregnancy:0.115
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.110
Maternal Procedure History:97803-otherPregnancy:-0.109
Maternal Lab History: APF MoM-otherPregnancy:-0.107
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.099
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.099
Vital: Ht Percentile-avg1to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:0.097
Maternal Lab History: GFR in African American-postPregnancy:0.097
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Diagnosis:9ccs184:Early labor:-0.095
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Maternal Lab History: APF MoM-otherPregnancy:-0.087
Maternal Lab History: IRON-otherPregnancy:-0.084
Diagnosis:9ccs117:Ot circul dx:-0.082
Diagnosis:9ccs98:HTN:-0.082
Vital: HR-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccs104:Oth heart dx:0.167
Diagnosis:9ccs259:Unclassified:0.140
Maternal Diagnosis:9ccs138:Esophgeal dx:0.136
Maternal Diagnosis:9ccs107:Cardia arrst:0.103
Newborn Diagnosis:9ccs204:Ot joint dx:0.093
Newborn Diagnosis:9ccs97:Carditis:-0.091
Newborn Diagnosis:9ccs239:Superfic inj:-0.091
Newborn Diagnosis:9ccs104:Oth heart dx:-0.091
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.082
Diagnosis:9ccs162:Ot dx bladdr:-0.082
* Vital: HC-avg19to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.556
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:0.085
Maternal Diagnosis:9ccs102:Chest pain:0.084
Diagnosis:9ccs214:GI cong anom:-0.082
Maternal Diagnosis:9ccs61:Sickle cell:0.081
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.072
Diagnosis:9ccs229:Fx arm:0.072
Maternal Procedure History:S9470-otherPregnancy:-0.068
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.066
Diagnosis:9ccs245:Syncope:-0.066
Maternal Procedure History:99000-otherPregnancy:0.066
* Maternal Lab History: MONOCYTES-5P-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 439 | OR_unadj: 0.670 [0.455 0.986] | indivs AUC:0.468
Correlated most with:
Maternal Lab History: MONOCYTES-5P-postPregnancy:1.000
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.562
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.273
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.175
Maternal Lab History: AST-otherPregnancy:0.138
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.124
Maternal Diagnosis:9ccs153:GI hemorrhag-otherPregnancy:0.119
Maternal Diagnosis:9ccs237:Complic devi-postPregnancy:0.117
Newborn Diagnosis:9ccs204:Ot joint dx:0.117
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.115
Maternal Lab History: EOSINOPHIL-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 504 | OR_unadj: 1.043 [0.709 1.532] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: EOSINOPHIL-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.447
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.354
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.312
Maternal Lab History: BASOPHIL-postPregnancy:0.292
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.289
Maternal Lab History: RBC-postPregnancy:0.230
Maternal Lab History: WBC-postPregnancy:-0.205
Diagnosis:9ccs109:Acute CVD:0.175
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.174
Vital: Ht Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.565
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Maternal Procedure History:97803-otherPregnancy:-0.095
Maternal Procedure History:59430-postPregnancy:-0.091
Diagnosis:9ccs117:Ot circul dx:-0.088
Maternal Lab History: PROGESTERONE-postPregnancy:-0.087
Maternal Lab History: UIBC-postPregnancy:-0.084
Diagnosis:9ccs219:Low birth wt:-0.082
Maternal Lab History: TSH-postPregnancy:0.081
Newborn Diagnosis:9ccs217:Ot cong anom:0.081
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.081
* Vital: Wt Percentile-avg10to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 638 | OR_unadj: 1.802 [1.392 2.332] | indivs AUC:0.558
Correlated most with:
Maternal Lab History: IRON-postPregnancy:-0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.093
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:-0.089
Newborn Diagnosis:9ccs138:Esophgeal dx:-0.087
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.086
Newborn Diagnosis:9ccs191:Amnios dx:0.083
Diagnosis:9ccs136:Teeth dx:-0.082
Diagnosis:9ccs129:Asp pneumon:-0.078
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.077
Vital: Wt Percentile-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 299 | OR_unadj: 1.324 [0.896 1.956] | indivs AUC:0.542
Correlated most with:
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.136
Maternal Lab History: COLONY COUNT-postPregnancy:0.127
Maternal Lab History: NT MoM-otherPregnancy:-0.123
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.117
Maternal Lab History: HCG-otherPregnancy:-0.117
Newborn Diagnosis:9ccs252:Fatigue:0.116
Maternal Lab History: INHMOM-postPregnancy:-0.116
Maternal Lab History: APF MoM-otherPregnancy:-0.115
Maternal Diagnosis:9ccs185:Long pregncy:0.114
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.114
Maternal Lab History: ALT-otherPregnancy | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 179 | OR_unadj: 1.389 [0.741 2.603] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: ALT-otherPregnancy:1.000
Maternal Lab History: AST-otherPregnancy:0.592
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.415
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.411
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.376
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.332
Maternal Diagnosis:9ccs96:Hrt valve dx-otherPregnancy:0.282
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.254
Maternal Lab History: AST (SGOT)-postPregnancy:0.224
Maternal Lab History: ALT-postPregnancy:0.189
Maternal Procedure History:81000-postPregnancy | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 321 | OR_unadj: 0.850 [0.478 1.511] | indivs AUC:0.504
Correlated most with:
Maternal Procedure History:81000-postPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.423
Maternal Procedure History:99401-postPregnancy:0.343
Maternal Lab History: POLYS-postPregnancy:0.269
Maternal Procedure History:86703-postPregnancy:0.252
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.242
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.237
Maternal Procedure History:81000-otherPregnancy:0.237
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.236
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.234
Maternal Lab History: WBC-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 549 | OR_unadj: 1.015 [0.727 1.418] | indivs AUC:0.581
Correlated most with:
Maternal Lab History: WBC-postPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.789
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.661
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.550
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.465
Maternal Lab History: BASOPHIL-postPregnancy:-0.356
Maternal Lab History: WBC-otherPregnancy:0.296
Maternal Lab History: ABS LYMPH-postPregnancy:0.233
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.228
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.222
Maternal Lab History: GTT FASTING SPEC.-postPregnancy | coef 0.002 95% CI: [-0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 85 | OR_unadj: 0.703 [0.290 1.701] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:1.000
Maternal Lab History: Alk Phos-postPregnancy:0.202
Lab:294495 LEAD, BLOOD - LMC:-0.201
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.194
Maternal Lab History: PTT-postPregnancy:0.182
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.177
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.176
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.172
Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.171
Maternal Diagnosis:10ccs240:Burns-postPregnancy:0.171
Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.518
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.918
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.916
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.794
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.792
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.788
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787
Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1129 | OR_unadj: 0.967 [0.745 1.256] | indivs AUC:0.488
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.997
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.949
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.919
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.916
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.794
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.792
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.743
* Vital: HC-avg16to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:-0.103
Lab:297262 HEMOGLOBIN (HEMOCUE):0.093
Diagnosis:9ccs143:Abdom hernia:0.078
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.078
Diagnosis:9ccs70:Schizo/rl dx:0.074
Newborn Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: MPV-postPregnancy:0.072
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.072
Maternal Lab History: CREATININE-postPregnancy:0.071
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.071
Vital: HR-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: FOLATE-postPregnancy:-0.107
Diagnosis:9ccs70:Schizo/rl dx:-0.102
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.100
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.100
Diagnosis:9ccs9:Sexual Infxs:0.091
Diagnosis:9ccs44:Neoplsm unsp:-0.089
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.088
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.088
Maternal Diagnosis:9ccs8:Oth infectns:-0.087
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.082
Maternal Lab History: RBC-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 550 | OR_unadj: 0.781 [0.564 1.080] | indivs AUC:0.423
Correlated most with:
Maternal Lab History: RBC-postPregnancy:1.000
Maternal Lab History: HEMATOCRIT-postPregnancy:0.770
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.690
Maternal Lab History: MCH-postPregnancy:-0.345
Maternal Lab History: MCV-postPregnancy:-0.322
Maternal Lab History: RBC-otherPregnancy:0.290
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.286
Maternal Lab History: BASOPHIL-postPregnancy:0.270
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.261
Maternal Lab History: EOSINOPHIL-postPregnancy:0.230
Maternal Lab History: NEUTROPHILS-5P-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 439 | OR_unadj: 0.858 [0.606 1.215] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.793
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.751
Maternal Lab History: ABS LYMPH-postPregnancy:-0.545
Maternal Lab History: WBC-postPregnancy:0.465
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.447
Maternal Lab History: BASOPHIL-postPregnancy:-0.368
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.364
Maternal Lab History: RBC-postPregnancy:-0.261
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.227
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 1.201 [0.943 1.530] | indivs AUC:0.499
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.673
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.672
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.633
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.632
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.613
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.611
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.356
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.355
Vital: HR-avg1to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs230:Fx leg:-0.135
Maternal Procedure History:96372-otherPregnancy:0.122
Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.119
Diagnosis:9ccs7:Viral infect:0.104
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.102
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.102
Diagnosis:9ccs9:Sexual Infxs:0.101
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.095
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:0.091
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Vital: Ht Percentile-avg13to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.519
Correlated most with:
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.088
Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.088
Maternal Lab History: T-3(Total)-postPregnancy:-0.084
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.082
Maternal Lab History: TSH-postPregnancy:0.078
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Procedure History:59430-postPregnancy:-0.075
Maternal Lab History: TEST NAME-otherPregnancy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.072
Maternal Lab History: LYMPHOCYTE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 507 | OR_unadj: 0.769 [0.544 1.086] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: LYMPHOCYTE-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.793
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.616
Maternal Lab History: WBC-postPregnancy:-0.550
Maternal Lab History: ABS LYMPH-postPregnancy:0.466
Maternal Lab History: BASOPHIL-postPregnancy:0.461
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.377
Maternal Lab History: POLYS-postPregnancy:-0.374
Maternal Lab History: EOSINOPHIL-postPregnancy:0.312
Maternal Lab History: HEMATOCRIT-postPregnancy:0.297
Maternal Lab History: RDW-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 550 | OR_unadj: 0.926 [0.655 1.310] | indivs AUC:0.530
Correlated most with:
Maternal Lab History: RDW-postPregnancy:1.000
Maternal Lab History: MCH-postPregnancy:-0.561
Maternal Lab History: MCV-postPregnancy:-0.551
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.496
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.407
Maternal Lab History: RDW-otherPregnancy:0.351
Maternal Lab History: MCH-otherPregnancy:-0.323
Maternal Lab History: MCV-otherPregnancy:-0.301
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.276
Maternal Lab History: ALBUMIN-postPregnancy:-0.265
Maternal Lab History: ABS MONOCYTES-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 436 | OR_unadj: 0.813 [0.567 1.167] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: ABS MONOCYTES-postPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.701
Maternal Lab History: WBC-postPregnancy:0.661
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.562
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.377
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.364
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.176
Maternal Lab History: BASOPHIL-postPregnancy:-0.173
Maternal Lab History: RBC-postPregnancy:-0.173
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.169
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.490
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.998
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.725
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.725
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.713
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712
Vital: Temp-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 242 | OR_unadj: 1.074 [0.524 2.198] | indivs AUC:0.533
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.297
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.282
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.279
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.269
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.245
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.237
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.230
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:-0.209
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.200
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.198
* Vital: BMI Percentile-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 247 | OR_unadj: 2.918 [2.034 4.185] | indivs AUC:0.537
Correlated most with:
Maternal Lab History: LH-postPregnancy:0.130
Maternal Diagnosis:9ccs72:Anxiety dx:-0.123
Diagnosis:9ccs214:GI cong anom:-0.105
Maternal Lab History: PROGESTERONE-postPregnancy:-0.101
Maternal Lab History: TSH-postPregnancy:0.101
Maternal Diagnosis:9ccs120:Hemmorhoids:-0.100
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.094
Newborn Diagnosis:9ccs253:Allergy:-0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.088
Diagnosis:9ccs72:Anxiety dx:-0.087
Maternal Lab History: ALBUMIN-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 302 | OR_unadj: 0.804 [0.538 1.202] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:1.000
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.843
Maternal Lab History: CALCIUM-postPregnancy:0.610
Maternal Lab History: Alk Phos-postPregnancy:-0.530
Maternal Lab History: LDH-postPregnancy:-0.381
Maternal Lab History: SODIUM-postPregnancy:0.338
Maternal Lab History: MAGNESIUM-postPregnancy:-0.290
Maternal Lab History: HEMATOCRIT-postPregnancy:0.289
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.274
Maternal Lab History: RDW-postPregnancy:-0.265
Vital: Wt Change-avg1to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 316 | OR_unadj: 0.819 [0.534 1.257] | indivs AUC:0.543
Correlated most with:
Diagnosis:9ccs162:Ot dx bladdr:-0.124
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.113
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.112
Diagnosis:9ccs2619:e codes: other specified- nec:0.107
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.106
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.106
Maternal Lab History: MONOCYTE-otherPregnancy:0.097
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.092
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.090
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.089
* Vital: Wt for Len Percentile-latest | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.717
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.083
Maternal Lab History: PROLACTIN-postPregnancy:-0.080
Diagnosis:9ccs95:Oth nerv dx:-0.074
Diagnosis:9ccs138:Esophgeal dx:-0.073
Maternal Lab History: MCH-postPregnancy:-0.071
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070
Maternal Lab History: IRON-postPregnancy:-0.069
Maternal Lab History: WBC-otherPregnancy:0.068
Maternal Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 181 | OR_unadj: 1.193 [0.834 1.706] | indivs AUC:0.525
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.536
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.105
Diagnosis:9ccs167:Breast dx:0.102
Maternal Lab History: BASOPHIL-postPregnancy:0.089
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.087
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.085
Maternal Lab History: 1 HOUR-otherPregnancy:0.082
Maternal Lab History: T-3(Total)-postPregnancy:0.078
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.077
Maternal Lab History: AST-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 245 | OR_unadj: 0.933 [0.548 1.589] | indivs AUC:0.531
Correlated most with:
Maternal Lab History: AST-postPregnancy:1.000
Maternal Lab History: ALT-postPregnancy:0.625
Maternal Lab History: Alk Phos-postPregnancy:0.284
Maternal Lab History: LDH-postPregnancy:0.239
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.224
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.224
Maternal Procedure History:97530-postPregnancy:-0.223
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.198
Maternal Lab History: RET ABS-postPregnancy:-0.197
Maternal Lab History: RET %-postPregnancy:-0.197
Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.472
Diagnosis:9ccs126:Ot up rsp in:0.356
Number of Visits:0.205
Diagnosis:9ccs92:Otitis media:0.205
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs257:Ot aftercare:0.197
Diagnosis:9ccs7:Viral infect:0.189
Diagnosis:9ccs125:Bronchitis:0.138
Diagnosis:9ccs135:Intest infct:0.136
* Vital: Wt Percentile-avg13to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 654 | OR_unadj: 1.705 [1.318 2.206] | indivs AUC:0.596
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.108
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Diagnosis:9ccs239:Superfic inj:-0.092
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.084
Maternal Procedure History:92551-postPregnancy:-0.081
Diagnosis:9ccs136:Teeth dx:-0.079
Newborn Diagnosis:9ccs138:Esophgeal dx:-0.079
Diagnosis:9ccs9:Sexual Infxs:-0.078
Maternal Procedure History:85018-postPregnancy:-0.077
Maternal Procedure History:87880-postPregnancy:-0.075
Maternal Lab History: ABS NEUTROPHILS-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 435 | OR_unadj: 0.805 [0.541 1.197] | indivs AUC:0.555
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:1.000
Maternal Lab History: WBC-postPregnancy:0.789
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.751
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.701
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.616
Maternal Lab History: BASOPHIL-postPregnancy:-0.314
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.289
Maternal Lab History: WBC-otherPregnancy:0.245
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.227
Maternal Lab History: RBC-postPregnancy:-0.226
Maternal Lab History: HEMOGLOBIN-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 550 | OR_unadj: 1.000 [0.742 1.347] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: HEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: HEMATOCRIT-postPregnancy:0.945
Maternal Lab History: RBC-postPregnancy:0.690
Maternal Lab History: RDW-postPregnancy:-0.496
Maternal Lab History: MCH-postPregnancy:0.397
Maternal Lab History: MCV-postPregnancy:0.389
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.377
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.325
Maternal Lab History: MCH-otherPregnancy:0.281
Maternal Lab History: ALBUMIN-postPregnancy:0.274
Vital: BP-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 268 | OR_unadj: 0.904 [0.578 1.413] | indivs AUC:0.524
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.398
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.348
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.288
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.258
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.246
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.212
Maternal Lab History: WEIGHT-otherPregnancy:0.211
Maternal Lab History: RBC-otherPregnancy:0.210
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.201
Maternal Procedure History:81000-otherPregnancy:-0.185
* Vital: Wt Percentile-avg7to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 536 | OR_unadj: 1.504 [1.134 1.995] | indivs AUC:0.561
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.097
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.097
Diagnosis:9ccs138:Esophgeal dx:-0.096
Newborn Diagnosis:9ccs138:Esophgeal dx:-0.095
Newborn Diagnosis:9ccs191:Amnios dx:0.092
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Lab History: TWIN B NT-postPregnancy:-0.088
Maternal Lab History: TWIN B CRL-postPregnancy:-0.088
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.088
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.087
Vital: Wt-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 266 | OR_unadj: 0.998 [0.625 1.594] | indivs AUC:0.527
Correlated most with:
Maternal Lab History: WEIGHT-otherPregnancy:0.575
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.301
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.289
Maternal Lab History: WEIGHT-postPregnancy:0.268
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.252
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.228
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.208
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.205
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.203
Maternal Lab History: WBC-otherPregnancy:0.196
Vital: Ht Percentile-avg7to10 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.521
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.101
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.088
Diagnosis:9ccs117:Ot circul dx:-0.084
Diagnosis:9ccs219:Low birth wt:-0.084
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.080
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.080
Diagnosis:9ccs223:Birth trauma:0.077
Maternal Lab History: T-3(Total)-postPregnancy:-0.076
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.076
Newborn Diagnosis:9ccs138:Esophgeal dx:-0.075
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.529
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.996
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.919
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.915
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.783
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.714
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.711
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.667
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.663
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.469
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.512
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:295669 BILIRUBIN DIRECT - LMC:0.374
Diagnosis:9ccs151:Oth liver dx:-0.123
Diagnosis:9ccs245:Syncope:0.115
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.102
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:-0.102
Maternal Lab History: URINE KETONES-otherPregnancy:-0.101
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.101
Diagnosis:9ccs222:Perint jaund:-0.101
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 29 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:1.000
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.411
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.276
Maternal Lab History: FREE T3-postPregnancy:-0.155
Maternal Lab History: CHLORIDE-otherPregnancy:-0.152
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.132
Maternal Lab History: URINE KETONES-otherPregnancy:-0.131
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.129
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.118
Maternal Lab History: GTT 90 MIN-postPregnancy:0.113
Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 0.979 [0.754 1.271] | indivs AUC:0.487
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.997
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.948
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.946
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.919
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.915
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.794
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.792
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744
* Vital: Wt Percentile-avg5to7 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 462 | OR_unadj: 1.576 [1.167 2.127] | indivs AUC:0.551
Correlated most with:
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.103
Newborn Diagnosis:9ccs191:Amnios dx:0.101
Newborn Diagnosis:9ccs217:Ot cong anom:0.098
Maternal Lab History: TWIN B NT-postPregnancy:-0.096
Maternal Lab History: TWIN B CRL-postPregnancy:-0.096
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.092
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.092
Maternal Diagnosis:9ccs1:Tuberculosis-postPregnancy:-0.091
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.088
Maternal Lab History: APTT-postPregnancy:-0.087
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.528
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.996
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.919
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.916
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.785
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.714
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.712
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.666
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.664
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.470
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744
Maternal Procedure History:81000-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 265 | OR_unadj: 1.208 [0.796 1.835] | indivs AUC:0.494
Correlated most with:
Maternal Procedure History:81000-otherPregnancy:1.000
Maternal Procedure History:99401-otherPregnancy:0.312
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.252
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.245
Maternal Procedure History:81000-postPregnancy:0.237
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.218
Maternal Lab History: RBC-otherPregnancy:-0.217
Maternal Lab History: MCV-otherPregnancy:0.192
Maternal Lab History: LDL-otherPregnancy:0.180
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.166
Vital: Wt Change-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 225 | OR_unadj: 0.845 [0.517 1.380] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.168
Maternal Diagnosis:9ccs95:Oth nerv dx:0.159
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.150
Diagnosis:9ccs222:Perint jaund:-0.119
Maternal Lab History: MONOS-otherPregnancy:0.119
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.114
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.111
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:0.111
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.110
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.108
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.515
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Lab:294203 BILIRUBIN TOTAL - LMC:0.374
Maternal Lab History: NTQR-LOCATION ID-postPregnancy:0.239
Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.188
Maternal Diagnosis:9ccs95:Oth nerv dx:-0.133
Diagnosis:9ccs62:Coag/hemr dx:-0.113
Newborn Diagnosis:9ccs216:Nerv cong an:-0.109
Maternal Procedure History:92551-postPregnancy:-0.098
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.096
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.092
Maternal Lab History: TRIGLYCERIDE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 122 | OR_unadj: 1.428 [0.724 2.816] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: TRIGLYCERIDE-postPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.660
Maternal Lab History: VLDL-postPregnancy:0.584
Maternal Lab History: CHOLESTEROL-postPregnancy:0.449
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.412
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.350
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.289
Maternal Lab History: AST (SGOT)-postPregnancy:0.258
Diagnosis:9ccs142:Appendicitis:0.247
Maternal Lab History: GTT 90 MIN-postPregnancy:0.241
Maternal Lab History: ESTRIOL-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 160 | OR_unadj: 0.771 [0.398 1.497] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: ESTRIOL-postPregnancy:1.000
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.589
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.486
Maternal Lab History: URINE CULTURE-postPregnancy:0.358
Maternal Lab History: AFP-postPregnancy:0.326
Maternal Lab History: ESTRIOL-otherPregnancy:0.273
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.243
Maternal Diagnosis:9ccs149:Biliary dx:0.206
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.193
Diagnosis:9ccs219:Low birth wt:0.187
Vital: Wt Percentile-avg1to3 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 348 | OR_unadj: 1.343 [0.953 1.892] | indivs AUC:0.552
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Newborn Diagnosis:9ccs219:Low birth wt:-0.105
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:-0.102
Diagnosis:9ccs219:Low birth wt:-0.099
Maternal Lab History: GLUCOSE-postPregnancy:0.097
Maternal Lab History: GFR in African American-postPregnancy:0.094
Maternal Lab History: GFR Calculation-postPregnancy:0.094
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:-0.094
Maternal Diagnosis:9ccs184:Early labor:-0.092
Diagnosis:9ccs138:Esophgeal dx:-0.090
Maternal Lab History: POTASSIUM-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 315 | OR_unadj: 0.735 [0.466 1.159] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: POTASSIUM-postPregnancy:1.000
Maternal Lab History: POTASSIUM-otherPregnancy:0.235
Maternal Lab History: CALCIUM-postPregnancy:0.153
Maternal Procedure History:90472-postPregnancy:0.146
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.144
Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.140
Maternal Lab History: CALCIUM-otherPregnancy:0.135
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.134
Maternal Procedure History:92551-postPregnancy:0.129
Maternal Lab History: URIC ACID-postPregnancy:0.127
Maternal Lab History: BASOPHIL-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 485 | OR_unadj: 0.826 [0.561 1.217] | indivs AUC:0.481
Correlated most with:
Maternal Lab History: BASOPHIL-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.461
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.368
Maternal Lab History: WBC-postPregnancy:-0.356
Maternal Lab History: HEMATOCRIT-postPregnancy:0.317
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.314
Maternal Lab History: EOSINOPHIL-postPregnancy:0.292
Maternal Lab History: RBC-postPregnancy:0.270
Maternal Lab History: POLYS-postPregnancy:-0.242
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.240
Maternal Lab History: TOTAL PROTEIN-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 301 | OR_unadj: 0.727 [0.472 1.119] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: TOTAL PROTEIN-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.843
Maternal Lab History: CALCIUM-postPregnancy:0.560
Maternal Lab History: Alk Phos-postPregnancy:-0.422
Maternal Lab History: LDH-postPregnancy:-0.372
Maternal Lab History: MAGNESIUM-postPregnancy:-0.297
Maternal Lab History: CHLORIDE-postPregnancy:-0.266
Maternal Lab History: SODIUM-postPregnancy:0.253
Maternal Lab History: GAMMA GT-postPregnancy:0.247
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.212
Vital: Wt for Len Percentile-avg3to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 504 | OR_unadj: 1.284 [0.941 1.751] | indivs AUC:0.480
Correlated most with:
Maternal Diagnosis:9ccs36:Thyroid cncr:0.083
Maternal Lab History: PROLACTIN-postPregnancy:-0.075
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.072
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.070
Maternal Diagnosis:9ccs190:Fetal distrs:0.069
Diagnosis:9ccs2620:E Codes: Unspecified:-0.068
Lab:294147 FREE T4 - LMC:0.066
Maternal Lab History: ANION GAP-postPregnancy:-0.066
Maternal Procedure History:90746-postPregnancy:0.066
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.066
Maternal Diagnosis:9ccs190:Fetal distrs | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 408 | OR_unadj: 1.221 [0.942 1.584] | indivs AUC:0.531
Correlated most with:
Maternal Diagnosis:9ccs190:Fetal distrs:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.173
Maternal Diagnosis:9ccs195:Ot compl bir:0.122
Maternal Diagnosis:9ccs185:Long pregncy:0.103
Maternal Diagnosis:9ccs184:Early labor:-0.089
Newborn Diagnosis:9ccs219:Low birth wt:-0.082
Maternal Diagnosis:9ccs176:Contraceptiv:-0.081
Maternal Diagnosis:9ccs181:Ot preg comp:0.076
Diagnosis:9ccs240:Burns:0.076
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.075
Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.369
Number of Visits:0.277
Diagnosis:9ccs257:Ot aftercare:0.273
Diagnosis:9ccs128:Asthma:0.232
Diagnosis:9ccs125:Bronchitis:0.230
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs90:Eye infectn:0.204
Diagnosis:9ccs10:Immuniz/scrn:0.200
Maternal Lab History: MPV-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 206 | OR_unadj: 0.591 [0.325 1.076] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: MPV-otherPregnancy:1.000
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.453
Maternal Lab History: MPV-postPregnancy:0.404
Diagnosis:9ccs162:Ot dx bladdr:0.300
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.177
Maternal Procedure History:90801-postPregnancy:0.165
Maternal Lab History: URINE PH-otherPregnancy:-0.164
Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.153
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.149
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:-0.139
Maternal Lab History: SODIUM-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 315 | OR_unadj: 0.791 [0.529 1.182] | indivs AUC:0.468
Correlated most with:
Maternal Lab History: SODIUM-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.338
Maternal Lab History: CHLORIDE-postPregnancy:0.329
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.275
Maternal Lab History: BUN-postPregnancy:0.266
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.253
Maternal Lab History: INR-postPregnancy:0.214
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.209
Maternal Lab History: PT-postPregnancy:0.189
Maternal Lab History: CALCIUM-postPregnancy:0.187
* Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.537
Correlated most with:
Maternal Lab History: LH-postPregnancy:0.133
Maternal Diagnosis:9ccs72:Anxiety dx:-0.124
Diagnosis:9ccs214:GI cong anom:-0.115
Maternal Lab History: PROGESTERONE-postPregnancy:-0.103
Maternal Lab History: TSH-postPregnancy:0.103
Maternal Diagnosis:9ccs120:Hemmorhoids:-0.101
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097
Newborn Diagnosis:9ccs253:Allergy:-0.093
Diagnosis:9ccs72:Anxiety dx:-0.088
Maternal Diagnosis:9ccs84:Headache/mig:0.087
* Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 561 | OR_unadj: 0.770 [0.600 0.988] | indivs AUC:0.470
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:1.000
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.640
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.631
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.559
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.535
Maternal Lab History: CREATININE-postPregnancy:-0.534
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.507
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.498
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.496
Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.440
Maternal Lab History: HEMOGLOBIN-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 0.728 [0.448 1.182] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: HEMOGLOBIN-otherPregnancy:1.000
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.941
Maternal Lab History: RBC-otherPregnancy:0.595
Maternal Lab History: MCH-otherPregnancy:0.534
Maternal Lab History: RDW-otherPregnancy:-0.518
Maternal Lab History: MCV-otherPregnancy:0.489
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.377
Maternal Lab History: ALBUMIN-otherPregnancy:0.317
Maternal Lab History: HEMATOCRIT-postPregnancy:0.313
Maternal Lab History: MCH-postPregnancy:0.289
Maternal Lab History: RUBELLA-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 146 | OR_unadj: 0.683 [0.318 1.470] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: RUBELLA-postPregnancy:1.000
Maternal Lab History: RUBELLA-otherPregnancy:0.217
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.185
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.153
Maternal Diagnosis:9ccs84:Headache/mig:0.151
Maternal Lab History: COLONY COUNT-postPregnancy:0.149
Maternal Lab History: AFP-postPregnancy:0.147
Newborn Diagnosis:9ccs252:Fatigue:0.131
Maternal Lab History: CPK-postPregnancy:0.130
Maternal Procedure History:J1055-postPregnancy:0.124
Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.234
Diagnosis:9ccs126:Ot up rsp in:0.182
Diagnosis:9ccs257:Ot aftercare:0.171
Diagnosis:9ccs7:Viral infect:0.168
Diagnosis:9ccs125:Bronchitis:0.167
Diagnosis:9ccs92:Otitis media:0.154
Diagnosis:9ccs10:Immuniz/scrn:0.145
Diagnosis:9ccs255:Social admin:0.136
Diagnosis:9ccs155:Other GI dx:0.131
* Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.537
Correlated most with:
Maternal Lab History: LH-postPregnancy:0.133
Maternal Diagnosis:9ccs72:Anxiety dx:-0.124
Diagnosis:9ccs214:GI cong anom:-0.115
Maternal Lab History: PROGESTERONE-postPregnancy:-0.103
Maternal Lab History: TSH-postPregnancy:0.103
Maternal Diagnosis:9ccs120:Hemmorhoids:-0.101
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097
Newborn Diagnosis:9ccs253:Allergy:-0.093
Diagnosis:9ccs72:Anxiety dx:-0.088
Maternal Diagnosis:9ccs84:Headache/mig:0.087
Vital: Ht-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 261 | OR_unadj: 0.765 [0.475 1.231] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.228
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.190
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.177
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.161
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.160
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.159
Maternal Lab History: WEIGHT-otherPregnancy:0.153
Maternal Procedure History:99000-postPregnancy:0.148
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.145
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.144
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 262 | OR_unadj: 0.768 [0.482 1.225] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.294
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.179
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.172
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.169
Maternal Lab History: Alk Phos-postPregnancy:-0.169
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.166
Diagnosis:9ccs2604:E Codes: Fire/burn:-0.159
Diagnosis:10ccs238:Complic proc:-0.159
Maternal Lab History: WBC-postPregnancy:-0.155
* Maternal Diagnosis:9ccs186:DM in preg | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 190 | OR_unadj: 1.605 [1.150 2.240] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg:1.000
Maternal Diagnosis:9ccs49:DiabMel no c:0.454
Newborn Diagnosis:9ccs259:Unclassified:0.347
MatDeliveryAge:0.233
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.230
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.175
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.146
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.127
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.119
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 186 | OR_unadj: 1.175 [0.737 1.873] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.294
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.178
Maternal Lab History: SODIUM-otherPregnancy:-0.173
Maternal Lab History: BUN-otherPregnancy:0.171
Maternal Lab History: ANION GAP-otherPregnancy:-0.167
Maternal Diagnosis:9ccs126:Ot up rsp in:-0.166
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.165
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.157
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.157
Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 794 | OR_unadj: 1.158 [0.923 1.452] | indivs AUC:0.561
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir:1.000
MatDeliveryAge:0.147
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.140
Maternal Diagnosis:9ccs190:Fetal distrs:0.122
Maternal Diagnosis:9ccs191:Amnios dx:0.109
Maternal Diagnosis:9ccs183:HTN in preg:0.088
Newborn Diagnosis:9ccs256:Exam/eval:0.087
Diagnosis:9ccs76:Meningitis:-0.083
Maternal Diagnosis:9ccs46:Bnign ut neo:0.083
Newborn Diagnosis:9ccs224:Ot perint dx:0.082
Maternal Lab History: CHOLESTEROL-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 123 | OR_unadj: 0.902 [0.461 1.766] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: CHOLESTEROL-postPregnancy:1.000
Maternal Lab History: LDL-postPregnancy:0.627
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.529
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.449
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.403
Maternal Lab History: VLDL-postPregnancy:0.299
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.250
Maternal Lab History: URIC ACID-postPregnancy:-0.205
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.180
Maternal Lab History: AST (SGOT)-postPregnancy:0.172
Diagnosis:9ccs59:Anemia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135
Diagnosis:9ccs216:Nerv cong an:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.085
Diagnosis:9ccs255:Social admin:0.076
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.076
Diagnosis:9ccs245:Syncope:0.076
Diagnosis:9ccs137:Mouth dx:0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.074
Diagnosis:9ccs4:Mycoses:0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 304 | OR_unadj: 0.846 [0.621 1.151] | indivs AUC:0.475
Correlated most with:
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.535
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.479
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.452
Maternal Lab History: CREATININE-postPregnancy:-0.408
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.396
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.359
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.345
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.333
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.332
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.541
Correlated most with:
Newborn Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Diagnosis:9ccs185:Long pregncy:0.343
Newborn Diagnosis:9ccs222:Perint jaund:0.121
Newborn Diagnosis:9ccs96:Hrt valve dx:0.091
Maternal Diagnosis:9ccs181:Ot preg comp:0.089
Diagnosis:9ccs7:Viral infect:-0.087
Newborn Diagnosis:9ccs256:Exam/eval:0.084
Maternal Diagnosis:9ccs195:Ot compl bir:0.082
Newborn Diagnosis:9ccs0:No DX:-0.080
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.077
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.499
Correlated most with:
Newborn Diagnosis:9ccs94:Other ear dx:1.000
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.397
Newborn Diagnosis:9ccs0:No DX:-0.355
Newborn Diagnosis:9ccs221:Resp distres:-0.124
Newborn Diagnosis:9ccs218:Liveborn:0.110
Newborn Diagnosis:9ccs130:Pleurisy:-0.098
Maternal Diagnosis:9ccs198:Ot infl skin:-0.098
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:-0.098
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.098
Newborn Diagnosis:9ccs252:Fatigue:-0.098
* Maternal Lab History: CALCIUM-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 316 | OR_unadj: 0.608 [0.394 0.938] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: CALCIUM-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.610
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.560
Maternal Lab History: LDH-postPregnancy:-0.378
Maternal Lab History: Alk Phos-postPregnancy:-0.331
Maternal Lab History: MAGNESIUM-postPregnancy:-0.274
Maternal Lab History: CHLORIDE-postPregnancy:-0.257
Maternal Lab History: HEMATOCRIT-postPregnancy:0.242
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.234
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.234
Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.187
Diagnosis:9ccs200:Oth skin dx:0.160
Diagnosis:9ccs10:Immuniz/scrn:0.106
Diagnosis:9ccs7:Viral infect:0.101
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs255:Social admin:0.089
Diagnosis:9ccs72:Anxiety dx:0.085
Diagnosis:9ccs92:Otitis media:0.082
Diagnosis:9ccs91:Other eye dx:0.081
Maternal Lab History: PLATELET COUNT-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 1.095 [0.706 1.699] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: PLATELET COUNT-otherPregnancy:1.000
Maternal Lab History: MPV-otherPregnancy:-0.453
Maternal Lab History: PLATELET COUNT-postPregnancy:0.441
Maternal Lab History: MCH-otherPregnancy:-0.262
Maternal Lab History: MPV-postPregnancy:-0.240
Maternal Lab History: ABS LYMPH-otherPregnancy:0.237
Maternal Lab History: MCV-otherPregnancy:-0.206
Maternal Lab History: POTASSIUM-otherPregnancy:0.198
Maternal Lab History: APF MoM-otherPregnancy:-0.185
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.185
Maternal Diagnosis:9ccs196:Nml preg/del | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1740 | OR_unadj: 2.841 [0.363 22.266] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del:1.000
Maternal Diagnosis:9ccs39:Leukemias:-0.301
Maternal Lab History: LIPASE-postPregnancy:0.234
Maternal Lab History: AMYLASE-postPregnancy:0.223
Maternal Lab History: CHLAMYDIA AG RESULT-postPregnancy:0.214
Diagnosis:9ccs236:Opn wnd extr:-0.171
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.124
Maternal Diagnosis:9ccs0:No DX:-0.119
Maternal Lab History: URINE KETONES-postPregnancy:-0.113
Diagnosis:9ccs2:Septicemia:-0.110
Diagnosis:9ccs113:Late eff CVD | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.219
Diagnosis:9ccs94:Other ear dx:0.198
Diagnosis:9ccs75:Hx mental dx:0.127
Number of Visits:0.124
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.107
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.103
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.091
Diagnosis:9ccs126:Ot up rsp in:0.091
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs124:Tonsillitis | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.148
Maternal Diagnosis:9ccs215:gu cong anom:0.130
Diagnosis:9ccs120:Hemmorhoids:0.130
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.130
Diagnosis:9ccs188:Pelvic obstr:0.130
Maternal Diagnosis:9ccs245:Syncope:0.130
Diagnosis:9ccs134:Ot uppr resp:0.127
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.120
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.115
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 223 | OR_unadj: 0.953 [0.574 1.583] | indivs AUC:0.468
Correlated most with:
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:1.000
Lab:294147 FREE T4 - LMC:-0.208
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.203
Lab:294205 TSH REFLEX TO FT4 - LMC:0.167
Maternal Diagnosis:9ccs186:DM in preg:0.167
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.165
Diagnosis:9ccs204:Ot joint dx:0.160
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.150
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.150
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.148
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 76 | OR_unadj: 0.652 [0.348 1.221] | indivs AUC:0.483
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.365
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.355
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.332
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.330
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.302
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.289
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.282
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.280
Maternal Lab History: CREATININE-postPregnancy:-0.267
Maternal Diagnosis:9ccs176:Contraceptiv | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 154 | OR_unadj: 0.843 [0.556 1.278] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv:1.000
MatDeliveryAge:0.243
Maternal Diagnosis:9ccs189:Prev c-sectn:0.233
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.135
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.130
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.114
Maternal Diagnosis:9ccs143:Abdom hernia:0.109
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.107
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.106
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.105
Maternal Lab History: RBC-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 0.692 [0.417 1.148] | indivs AUC:0.453
Correlated most with:
Maternal Lab History: RBC-otherPregnancy:1.000
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.688
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.595
Maternal Lab History: MCV-otherPregnancy:-0.334
Maternal Lab History: MCH-otherPregnancy:-0.319
Maternal Lab History: RBC-postPregnancy:0.290
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.218
Maternal Procedure History:81000-otherPregnancy:-0.217
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.213
Maternal Lab History: A/G RATIO-postPregnancy:-0.213
Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.455
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.202
Diagnosis:9ccs154:Gastroent:0.191
Diagnosis:9ccs253:Allergy:0.183
Diagnosis:9ccs133:Oth low resp:0.172
Diagnosis:9ccs126:Ot up rsp in:0.171
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs10:Immuniz/scrn:0.146
Maternal Lab History: EOSINOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 234 | OR_unadj: 0.841 [0.497 1.425] | indivs AUC:0.534
Correlated most with:
Maternal Lab History: EOSINOPHIL-otherPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.371
Maternal Lab History: EOSINOPHIL-postPregnancy:0.354
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.230
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.230
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.211
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.206
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.198
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.198
Maternal Diagnosis:9ccs153:GI hemorrhag-otherPregnancy:0.191
Maternal Diagnosis:9ccs185:Long pregncy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 418 | OR_unadj: 1.131 [0.872 1.468] | indivs AUC:0.481
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:1.000
Newborn Diagnosis:9ccs224:Ot perint dx:0.343
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.151
Maternal Diagnosis:9ccs184:Early labor:-0.146
Newborn Diagnosis:9ccs219:Low birth wt:-0.141
Maternal Diagnosis:9ccs186:DM in preg:-0.118
Maternal Diagnosis:9ccs190:Fetal distrs:0.103
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.082
Diagnosis:9ccs197:Skin infectn:0.082
Maternal Diagnosis:9ccs128:Asthma:-0.076
Maternal Lab History: hCG MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 166 | OR_unadj: 1.063 [0.590 1.915] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: hCG MoM-postPregnancy:1.000
Maternal Lab History: BETA HCG FREE-postPregnancy:0.752
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.477
Maternal Lab History: HCG-postPregnancy:0.351
Maternal Lab History: hCG MoM-otherPregnancy:0.259
Maternal Lab History: INHMOM-postPregnancy:0.251
Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.208
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.208
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.207
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.186
Maternal Lab History: Alk Phos-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 181 | OR_unadj: 1.186 [0.654 2.152] | indivs AUC:0.537
Correlated most with:
Maternal Lab History: Alk Phos-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:-0.417
Maternal Lab History: AST-otherPregnancy:0.300
Maternal Lab History: AST (SGOT)-otherPregnancy:0.289
Maternal Lab History: Alk Phos-postPregnancy:0.282
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.254
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.254
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.254
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.254
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.254
Maternal Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 166 | OR_unadj: 1.096 [0.751 1.599] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs191:Amnios dx:1.000
Newborn Diagnosis:9ccs256:Exam/eval:0.139
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.128
Maternal Diagnosis:9ccs195:Ot compl bir:0.109
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.107
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.107
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.104
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.104
Newborn Diagnosis:9ccs253:Allergy:0.103
Newborn Diagnosis:9ccs219:Low birth wt:0.099
Maternal Lab History: POTASSIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 182 | OR_unadj: 1.188 [0.698 2.022] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: POTASSIUM-otherPregnancy:1.000
Maternal Lab History: POTASSIUM-postPregnancy:0.235
Maternal Lab History: CALCIUM-otherPregnancy:0.205
Maternal Diagnosis:9ccs83:Epilepsy/cnv-otherPregnancy:0.204
Maternal Lab History: GAMMA GT-otherPregnancy:0.199
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.198
Maternal Lab History: LDH-otherPregnancy:0.188
Maternal Lab History: ALBUMIN-otherPregnancy:0.172
Maternal Procedure History:36415-otherPregnancy:-0.167
Maternal Procedure History:90656-otherPregnancy:0.150
Maternal Lab History: POLYS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 135 | OR_unadj: 0.779 [0.412 1.471] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: POLYS-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.374
Maternal Lab History: MONOS-postPregnancy:-0.279
Maternal Lab History: POLYS-otherPregnancy:0.277
Maternal Procedure History:81000-postPregnancy:0.269
Maternal Lab History: BASOPHIL-postPregnancy:-0.242
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.213
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.213
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.213
Maternal Lab History: URINE CULTURE-postPregnancy:-0.203
Maternal Lab History: WEIGHT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 126 | OR_unadj: 1.596 [0.876 2.909] | indivs AUC:0.551
Correlated most with:
Maternal Lab History: WEIGHT-postPregnancy:1.000
Maternal Lab History: WEIGHT-otherPregnancy:0.236
Maternal Lab History: TP VOLUME-otherPregnancy:0.190
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.175
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.173
Maternal Diagnosis:10ccs48:Thyroid dsor-postPregnancy:0.173
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.173
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.171
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.166
Newborn Diagnosis:9ccs91:Other eye dx:0.165
Maternal Lab History: CHOL:HDL RATIO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 122 | OR_unadj: 1.451 [0.788 2.673] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.660
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.544
Maternal Lab History: CHOLESTEROL-postPregnancy:0.529
Maternal Lab History: VLDL-postPregnancy:0.502
Maternal Lab History: LDL-postPregnancy:0.433
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.374
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.335
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.293
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.215
Maternal Lab History: HEMATOCRIT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 241 | OR_unadj: 0.895 [0.568 1.410] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: HEMATOCRIT-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.941
Maternal Lab History: RBC-otherPregnancy:0.688
Maternal Lab History: MCV-otherPregnancy:0.451
Maternal Lab History: RDW-otherPregnancy:-0.425
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.325
Maternal Lab History: ALBUMIN-otherPregnancy:0.296
Maternal Lab History: MCH-otherPregnancy:0.293
Maternal Lab History: HEMATOCRIT-postPregnancy:0.289
Maternal Lab History: CALCIUM-otherPregnancy:0.264
Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Diagnosis:9ccs126:Ot up rsp in:0.270
Number of Visits:0.267
Diagnosis:9ccs10:Immuniz/scrn:0.243
Diagnosis:9ccs257:Ot aftercare:0.225
Diagnosis:9ccs125:Bronchitis:0.219
Diagnosis:9ccs92:Otitis media:0.216
Diagnosis:9ccs200:Oth skin dx:0.216
Diagnosis:9ccs155:Other GI dx:0.202
Diagnosis:9ccs255:Social admin:0.189
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 180 | OR_unadj: 0.649 [0.338 1.249] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:1.000
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.234
Maternal Lab History: AST (SGOT)-otherPregnancy:0.189
Maternal Lab History: BILE ACIDS-otherPregnancy:0.172
Maternal Diagnosis:9ccs86:Cataract-postPregnancy:0.161
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.158
Maternal Lab History: PTT-postPregnancy:0.149
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.149
Maternal Lab History: URINE PH-postPregnancy:-0.146
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.142
Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.499
Correlated most with:
Newborn Diagnosis:9ccs256:Exam/eval:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.332
Maternal Diagnosis:9ccs184:Early labor:0.288
Newborn Diagnosis:9ccs222:Perint jaund:0.269
Newborn Diagnosis:9ccs253:Allergy:0.218
Diagnosis:9ccs219:Low birth wt:0.214
Newborn Diagnosis:9ccs221:Resp distres:0.179
Maternal Diagnosis:9ccs191:Amnios dx:0.139
Maternal Diagnosis:9ccs182:Hemorr preg:0.131
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Number of Visits:0.180
Diagnosis:9ccs128:Asthma:0.160
Diagnosis:9ccs133:Oth low resp:0.155
Diagnosis:9ccs122:Pneumonia:0.127
Diagnosis:9ccs2619:e codes: other specified- nec:0.126
Maternal Diagnosis:9ccs212:Ot bone dx:0.126
Diagnosis:9ccs126:Ot up rsp in:0.125
Diagnosis:9ccs125:Bronchitis:0.120
Diagnosis:9ccs258:Other screen:0.103
Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.466
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Diagnosis:9ccs125:Bronchitis:0.288
Diagnosis:9ccs126:Ot up rsp in:0.279
Diagnosis:9ccs92:Otitis media:0.273
Number of Visits:0.226
Diagnosis:9ccs7:Viral infect:0.225
Diagnosis:9ccs10:Immuniz/scrn:0.212
Diagnosis:9ccs255:Social admin:0.197
Diagnosis:9ccs128:Asthma:0.189
Diagnosis:9ccs122:Pneumonia:0.182
Maternal Lab History: CALCIUM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 182 | OR_unadj: 0.841 [0.497 1.425] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: CALCIUM-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.650
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.528
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.264
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.258
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.257
Maternal Lab History: Alk Phos-otherPregnancy:-0.248
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.244
Maternal Lab History: HCG-otherPregnancy:0.241
Maternal Lab History: INHMOM-otherPregnancy:0.236
Maternal Lab History: ESTRIOL FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 119 | OR_unadj: 0.720 [0.333 1.553] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: ESTRIOL FREE-postPregnancy:1.000
Maternal Lab History: ESTRIOL-postPregnancy:0.589
Maternal Lab History: AFP-postPregnancy:0.426
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.376
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.303
Maternal Lab History: URINE KETONES-postPregnancy:0.227
Maternal Lab History: URINE CULTURE-postPregnancy:0.207
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.197
Maternal Lab History: URIC ACID-otherPregnancy:-0.182
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.175
* Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Diagnosis:9ccs250:Nausea/vomit:0.202
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.159
Diagnosis:9ccs133:Oth low resp:0.145
Maternal Lab History: INHMOM-otherPregnancy:0.126
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Lab History: INHMOM-postPregnancy:0.122
Diagnosis:9ccs155:Other GI dx:0.121
Maternal Procedure History:90656-postPregnancy:0.118
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 335 | OR_unadj: 0.982 [0.736 1.310] | indivs AUC:0.487
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.631
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.479
Maternal Lab History: CREATININE-postPregnancy:-0.404
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.390
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.379
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.355
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.337
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.330
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.306
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.225
Diagnosis:9ccs163:Other GU dx:0.164
Diagnosis:9ccs2:Septicemia:0.129
Diagnosis:9ccs257:Ot aftercare:0.120
Newborn Diagnosis:9ccs162:Ot dx bladdr:0.120
Diagnosis:9ccs66:Alchl-r mntl:0.120
Diagnosis:9ccs142:Appendicitis:0.120
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.120
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.120
Maternal Diagnosis:9ccs193:OB-related perin trauma | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 687 | OR_unadj: 0.815 [0.645 1.031] | indivs AUC:0.469
Correlated most with:
Maternal Diagnosis:9ccs193:OB-related perin trauma:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.296
Maternal Diagnosis:9ccs187:Malposition:-0.140
Maternal Diagnosis:9ccs195:Ot compl bir:-0.140
Newborn Diagnosis:9ccs219:Low birth wt:-0.119
Maternal Diagnosis:9ccs184:Early labor:-0.110
MatDeliveryAge:-0.104
Newborn Diagnosis:9ccs256:Exam/eval:-0.102
Diagnosis:9ccs256:Exam/eval:0.097
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.096
Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.588
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.473
Newborn Diagnosis:9ccs96:Hrt valve dx:0.250
Diagnosis:9ccs117:Ot circul dx:0.228
Newborn Diagnosis:9ccs213:Cardiac anom:0.208
Newborn Diagnosis:9ccs216:Nerv cong an:0.131
Diagnosis:9ccs245:Syncope:0.131
Diagnosis:9ccs244:Other injury:0.101
Maternal Diagnosis:9ccs149:Biliary dx:0.101
Diagnosis:9ccs91:Other eye dx:0.097
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs138:Esophgeal dx:0.202
Diagnosis:9ccs141:Ot dx stomch:0.179
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.140
Diagnosis:9ccs133:Oth low resp:0.140
Maternal Lab History: HCG-otherPregnancy:0.134
Maternal Lab History: NT MoM-otherPregnancy:0.128
Maternal Lab History: INHMOM-postPregnancy:0.127
Diagnosis:9ccs155:Other GI dx:0.125
Diagnosis:9ccs257:Ot aftercare:0.111
Maternal Lab History: MCH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 241 | OR_unadj: 0.728 [0.461 1.147] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: MCH-otherPregnancy:1.000
Maternal Lab History: MCV-otherPregnancy:0.775
Maternal Lab History: RDW-otherPregnancy:-0.568
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.534
Maternal Lab History: MCH-postPregnancy:0.447
Maternal Lab History: MCV-postPregnancy:0.414
Maternal Lab History: RDW-postPregnancy:-0.323
Maternal Lab History: RBC-otherPregnancy:-0.319
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.293
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.281
Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.460
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs126:Ot up rsp in:0.206
Diagnosis:9ccs92:Otitis media:0.204
Diagnosis:9ccs7:Viral infect:0.180
Diagnosis:9ccs125:Bronchitis:0.175
Diagnosis:9ccs91:Other eye dx:0.173
Number of Visits:0.171
Diagnosis:9ccs10:Immuniz/scrn:0.151
Diagnosis:9ccs257:Ot aftercare:0.148
Diagnosis:9ccs155:Other GI dx:0.131
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs155:Other GI dx:0.133
Diagnosis:9ccs52:Nutrit defic:0.130
Number of Visits:0.121
Diagnosis:9ccs232:Sprain:0.106
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.093
Diagnosis:9ccs239:Superfic inj:0.093
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs200:Oth skin dx:0.087
Maternal Procedure History:36415-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 107 | OR_unadj: 0.955 [0.470 1.937] | indivs AUC:0.478
Correlated most with:
Maternal Procedure History:36415-otherPregnancy:1.000
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.369
Maternal Procedure History:36415-postPregnancy:0.264
Maternal Procedure History:86701-postPregnancy:0.261
Maternal Procedure History:86701-otherPregnancy:0.196
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:0.172
Maternal Lab History: POTASSIUM-otherPregnancy:-0.167
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.156
Maternal Diagnosis:9ccs155:Other GI dx:0.154
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.149
Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs200:Oth skin dx:0.229
Diagnosis:9ccs126:Ot up rsp in:0.198
Diagnosis:9ccs255:Social admin:0.198
Diagnosis:9ccs10:Immuniz/scrn:0.198
Diagnosis:9ccs198:Ot infl skin:0.187
Number of Visits:0.186
Diagnosis:9ccs155:Other GI dx:0.183
Diagnosis:9ccs7:Viral infect:0.174
Diagnosis:9ccs257:Ot aftercare:0.174
Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.475
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs257:Ot aftercare:0.288
Diagnosis:9ccs126:Ot up rsp in:0.250
Diagnosis:9ccs128:Asthma:0.246
Diagnosis:9ccs92:Otitis media:0.230
Diagnosis:9ccs7:Viral infect:0.219
Diagnosis:9ccs122:Pneumonia:0.187
Number of Visits:0.183
Diagnosis:9ccs90:Eye infectn:0.175
Diagnosis:9ccs135:Intest infct:0.167
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.136
Maternal Procedure History:96372-otherPregnancy:0.120
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.119
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.119
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.119
Maternal Diagnosis:9ccs83:Epilepsy/cnv-otherPregnancy:0.119
Diagnosis:9ccs51:Ot endo dsor:0.114
Maternal Procedure History:S9470-postPregnancy:0.113
Lab:323854 CULTURE FECES - Sunrise:0.107
Maternal Lab History: HEMOGLOBIN A2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 194 | OR_unadj: 0.655 [0.358 1.197] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.853
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.293
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.206
Maternal Lab History: MAGNESIUM-otherPregnancy:0.166
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.165
Maternal Lab History: COLONY COUNT-postPregnancy:0.161
Newborn Diagnosis:9ccs252:Fatigue:0.155
Maternal Lab History: URIC ACID-otherPregnancy:-0.142
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.141
Vital: HR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 244 | OR_unadj: 0.917 [0.577 1.459] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: ESTRIOL-otherPregnancy:-0.175
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.167
Maternal Lab History: WEIGHT-otherPregnancy:0.162
Maternal Lab History: PT-otherPregnancy:-0.161
Diagnosis:9ccs162:Ot dx bladdr:-0.158
Maternal Procedure History:86580-otherPregnancy:-0.156
Maternal Lab History: CALCIUM-otherPregnancy:0.151
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.140
Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.137
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.130
Maternal Lab History: URINE KETONES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 78 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: URINE KETONES-postPregnancy:1.000
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.390
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.390
Maternal Lab History: AMYLASE-postPregnancy:-0.326
Maternal Lab History: LIPASE-postPregnancy:-0.322
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.276
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.276
Maternal Diagnosis:10ccs48:Thyroid dsor-postPregnancy:0.239
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.239
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.227
Maternal Lab History: AFP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 121 | OR_unadj: 0.583 [0.244 1.394] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: AFP-postPregnancy:1.000
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.426
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.421
Maternal Lab History: ESTRIOL-postPregnancy:0.326
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.262
Maternal Lab History: AFP-otherPregnancy:0.234
Maternal Lab History: LH-postPregnancy:-0.225
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.224
Maternal Lab History: URIC ACID-otherPregnancy:-0.222
Maternal Lab History: PROGESTERONE-postPregnancy:0.200
Vital: Temp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 103 | OR_unadj: 0.936 [0.502 1.744] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.259
Diagnosis:9ccs232:Sprain:-0.233
Maternal Procedure History:59430-postPregnancy:0.181
Diagnosis:9ccs246:FUO:-0.176
Maternal Procedure History:36415-otherPregnancy:-0.162
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.159
Maternal Lab History: RDW-otherPregnancy:0.146
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:-0.142
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.142
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.142
Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Diagnosis:9ccs188:Pelvic obstr:0.184
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.184
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.184
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.154
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.153
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.148
Maternal Lab History: PTT-otherPregnancy:0.144
Maternal Lab History: INR-otherPregnancy:0.137
Maternal Procedure History:93005-otherPregnancy:0.134
Maternal Lab History: LYMPHOCYTE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 234 | OR_unadj: 0.751 [0.451 1.250] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: LYMPHOCYTE-otherPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.864
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.587
Maternal Lab History: ABS LYMPH-otherPregnancy:0.586
Maternal Lab History: WBC-otherPregnancy:-0.474
Maternal Lab History: POLYS-otherPregnancy:-0.413
Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.270
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.258
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.227
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.214
Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs143:Abdom hernia:0.100
Maternal Diagnosis:9ccs126:Ot up rsp in:0.089
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.089
Newborn Diagnosis:9ccs252:Fatigue:0.089
Newborn Diagnosis:9ccs204:Ot joint dx:0.089
Diagnosis:9ccs104:Oth heart dx:0.089
Maternal Diagnosis:9ccs167:Breast dx:0.089
Diagnosis:9ccs250:Nausea/vomit:0.084
Maternal Diagnosis:9ccs138:Esophgeal dx:0.083
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 195 | OR_unadj: 1.037 [0.649 1.659] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.864
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.693
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.580
Maternal Lab History: WBC-otherPregnancy:0.436
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.371
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.233
Maternal Lab History: BASOPHIL-otherPregnancy:-0.223
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.216
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.214
Maternal Lab History: MONOCYTES-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 194 | OR_unadj: 0.948 [0.556 1.615] | indivs AUC:0.529
Correlated most with:
Maternal Lab History: MONOCYTES-5P-otherPregnancy:1.000
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.611
Maternal Diagnosis:9ccs125:Bronchitis-otherPregnancy:0.387
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.273
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:0.251
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.233
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.208
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.194
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.186
Maternal Lab History: Alk Phos-otherPregnancy:0.178
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 193 | OR_unadj: 1.190 [0.724 1.954] | indivs AUC:0.524
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:1.000
Maternal Lab History: WBC-otherPregnancy:0.839
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.693
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.587
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.580
Diagnosis:10ccs238:Complic proc:0.285
Diagnosis:9ccs2604:E Codes: Fire/burn:0.285
Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy:0.270
Maternal Lab History: WBC-postPregnancy:0.228
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.227
Maternal Lab History: WBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.986 [0.618 1.573] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: WBC-otherPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.839
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.528
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.474
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.436
Maternal Lab History: WBC-postPregnancy:0.296
Maternal Lab History: ABS LYMPH-otherPregnancy:0.264
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.245
Maternal Lab History: POLYS-otherPregnancy:0.242
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.234
Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.459
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Number of Visits:0.195
Diagnosis:9ccs256:Exam/eval:0.184
Diagnosis:9ccs155:Other GI dx:0.172
Diagnosis:9ccs128:Asthma:0.170
Diagnosis:9ccs154:Gastroent:0.166
Diagnosis:9ccs253:Allergy:0.164
Diagnosis:9ccs126:Ot up rsp in:0.155
Diagnosis:9ccs127:COPD:0.155
Diagnosis:9ccs7:Viral infect:0.149
Maternal Diagnosis:9ccs187:Malposition | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 0.746 [0.443 1.257] | indivs AUC:0.468
Correlated most with:
Maternal Diagnosis:9ccs187:Malposition:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.140
Maternal Diagnosis:9ccs133:Oth low resp:0.136
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.132
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.125
Maternal Lab History: HERPES II IgG-postPregnancy:0.123
Maternal Lab History: ESTRIOL-postPregnancy:0.114
Maternal Lab History: URINE CULTURE-postPregnancy:0.103
Maternal Lab History: BETA HCG FREE-postPregnancy:0.099
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.098
Maternal Lab History: CHLORIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 315 | OR_unadj: 0.897 [0.598 1.346] | indivs AUC:0.514
Correlated most with:
Maternal Lab History: CHLORIDE-postPregnancy:1.000
Maternal Lab History: SODIUM-postPregnancy:0.329
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.266
Maternal Lab History: CALCIUM-postPregnancy:-0.257
Maternal Lab History: ALBUMIN-postPregnancy:-0.234
Maternal Lab History: GLOBULIN-postPregnancy:-0.215
Maternal Lab History: CHLORIDE-otherPregnancy:0.172
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.166
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.166
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.156
Maternal Diagnosis:9ccs189:Prev c-sectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 260 | OR_unadj: 1.185 [0.871 1.613] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.296
Maternal Diagnosis:9ccs176:Contraceptiv:0.233
MatDeliveryAge:0.193
Maternal Diagnosis:9ccs190:Fetal distrs:-0.173
Maternal Diagnosis:9ccs185:Long pregncy:-0.151
Maternal Diagnosis:9ccs168:PID:0.142
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.139
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.124
Maternal Diagnosis:9ccs155:Other GI dx:0.101
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 205 | OR_unadj: 0.903 [0.538 1.515] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.784
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.293
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.232
Maternal Lab History: RBC-otherPregnancy:-0.172
Maternal Lab History: MCV-otherPregnancy:0.169
Maternal Procedure History:90801-postPregnancy:-0.168
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.164
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.156
Maternal Lab History: MCH-otherPregnancy:0.155
Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.181
Newborn Diagnosis:9ccs222:Perint jaund:0.108
Lab:294203 BILIRUBIN TOTAL - LMC:-0.101
Maternal Diagnosis:9ccs253:Allergy:0.089
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077
Maternal Diagnosis:9ccs7:Viral infect:0.075
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: POTASSIUM-otherPregnancy:-0.069
* Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.473
Newborn Diagnosis:9ccs213:Cardiac anom:0.441
Newborn Diagnosis:9ccs96:Hrt valve dx:0.329
Diagnosis:9ccs117:Ot circul dx:0.225
Diagnosis:9ccs105:Conduction:0.132
Maternal Diagnosis:9ccs135:Intest infct:0.132
Newborn Diagnosis:9ccs239:Superfic inj:0.132
Newborn Diagnosis:9ccs97:Carditis:0.132
Newborn Diagnosis:9ccs104:Oth heart dx:0.132
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 171 | OR_unadj: 0.665 [0.363 1.217] | indivs AUC:0.547
Correlated most with:
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:1.000
Maternal Lab History: AFP-postPregnancy:0.421
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.307
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.303
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.303
Maternal Diagnosis:10ccs48:Thyroid dsor-postPregnancy:0.223
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.223
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.185
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.160
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.148
Diagnosis:9ccs126:Ot up rsp in | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs92:Otitis media:0.369
Diagnosis:9ccs255:Social admin:0.356
Number of Visits:0.332
Diagnosis:9ccs10:Immuniz/scrn:0.309
Diagnosis:9ccs257:Ot aftercare:0.279
Diagnosis:9ccs7:Viral infect:0.270
Diagnosis:9ccs125:Bronchitis:0.250
Diagnosis:9ccs90:Eye infectn:0.206
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.550
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.242
Diagnosis:9ccs90:Eye infectn:0.173
Diagnosis:9ccs7:Viral infect:0.121
Number of Visits:0.111
Diagnosis:9ccs217:Ot cong anom:0.110
Maternal Diagnosis:9ccs133:Oth low resp:0.108
Diagnosis:9ccs44:Neoplsm unsp:0.108
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100
Diagnosis:9ccs96:Hrt valve dx:0.097
Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Number of Visits:0.152
Diagnosis:9ccs124:Tonsillitis:0.127
Diagnosis:9ccs253:Allergy:0.125
Diagnosis:9ccs126:Ot up rsp in:0.124
Diagnosis:9ccs90:Eye infectn:0.115
Diagnosis:9ccs211:Ot conn tiss:0.111
Diagnosis:9ccs133:Oth low resp:0.100
Diagnosis:9ccs127:COPD:0.099
Diagnosis:9ccs91:Other eye dx:0.096
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 98 | OR_unadj: 1.401 [0.691 2.840] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:1.000
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.279
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.276
Maternal Lab History: URINE SUGAR-postPregnancy:-0.250
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.222
Maternal Lab History: PTT-otherPregnancy:-0.220
Maternal Lab History: INR-otherPregnancy:-0.209
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:-0.203
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.192
Diagnosis:9ccs56:Cystic fibro:-0.166
* Maternal Lab History: URINE PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 262 | OR_unadj: 0.615 [0.404 0.936] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: URINE PH-postPregnancy:1.000
Maternal Lab History: URINE PH-otherPregnancy:0.206
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:-0.146
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.127
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.124
Maternal Lab History: MCV-postPregnancy:0.122
Maternal Lab History: CHLORIDE-postPregnancy:-0.121
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.119
Newborn Diagnosis:9ccs229:Fx arm:-0.116
Maternal Diagnosis:9ccs125:Bronchitis-otherPregnancy:-0.116
Maternal Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.249 [0.758 2.058] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.373
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.150
Newborn Diagnosis:9ccs63:Wht blood dx:0.150
Maternal Procedure History:45300-postPregnancy:0.122
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.119
Maternal Lab History: RDW-postPregnancy:0.112
Maternal Diagnosis:9ccs155:Other GI dx:0.112
Maternal Procedure History:85018-postPregnancy:0.107
Maternal Diagnosis:9ccs1:Tuberculosis:0.106
Maternal Lab History: LDL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 62 | OR_unadj: 1.078 [0.459 2.531] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: LDL-postPregnancy:1.000
Maternal Lab History: CHOLESTEROL-postPregnancy:0.627
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.433
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.241
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.228
Maternal Lab History: TP VOLUME-otherPregnancy:0.212
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.198
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.198
Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.198
Maternal Lab History: URIC ACID-postPregnancy:-0.197
Maternal Lab History: MCV-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.683 [0.426 1.095] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: MCV-otherPregnancy:1.000
Maternal Lab History: MCH-otherPregnancy:0.775
Maternal Lab History: RDW-otherPregnancy:-0.533
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.489
Maternal Lab History: MCV-postPregnancy:0.464
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.451
Maternal Lab History: MCH-postPregnancy:0.389
Maternal Lab History: RBC-otherPregnancy:-0.334
Maternal Lab History: RDW-postPregnancy:-0.301
Maternal Lab History: IRON-postPregnancy:0.233
Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.205
Diagnosis:9ccs113:Late eff CVD:0.198
Number of Visits:0.175
Diagnosis:9ccs92:Otitis media:0.119
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.104
Diagnosis:9ccs126:Ot up rsp in:0.101
Diagnosis:9ccs95:Oth nerv dx:0.101
Maternal Procedure History:45300-postPregnancy:0.089
Diagnosis:9ccs127:COPD:0.084
Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Lab:297275 STREP RAPID TEST (POCT):1.000
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.539
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.539
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.381
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.381
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.269
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.269
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.269
Diagnosis:9ccs145:Int obstruct:0.264
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.241
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 333 | OR_unadj: 0.791 [0.585 1.069] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.640
Maternal Procedure History:58300-postPregnancy:-0.458
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.422
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.396
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.390
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.371
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.369
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.359
Maternal Procedure History:J7300-postPregnancy:-0.341
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.179
Diagnosis:9ccs216:Nerv cong an:0.156
Diagnosis:9ccs211:Ot conn tiss:0.147
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.142
Maternal Diagnosis:9ccs172:Ovarian cyst:0.142
Newborn Diagnosis:9ccs166:Oth male gen:0.142
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.142
Diagnosis:9ccs86:Cataract:0.142
Diagnosis:9ccs129:Asp pneumon:0.142
Maternal Diagnosis:9ccs192:Umbil cord | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 150 | OR_unadj: 1.129 [0.762 1.672] | indivs AUC:0.511
Correlated most with:
Maternal Diagnosis:9ccs192:Umbil cord:1.000
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.086
Maternal Diagnosis:9ccs84:Headache/mig:0.086
Diagnosis:9ccs145:Int obstruct:0.086
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:0.086
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.086
Diagnosis:9ccs141:Ot dx stomch:0.079
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:0.078
Newborn Diagnosis:9ccs220:Birth asphyx:0.078
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.078
Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.703
Maternal Lab History: URINE CULTURE-postPregnancy:0.142
Diagnosis:9ccs8:Oth infectns:0.132
Diagnosis:9ccs64:Ot hematl dx:0.128
Diagnosis:9ccs165:Inf male gen:0.124
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.118
Diagnosis:9ccs70:Schizo/rl dx:0.114
Diagnosis:9ccs2619:e codes: other specified- nec:0.114
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.113
Maternal Lab History: BETA HCG FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 119 | OR_unadj: 1.219 [0.627 2.372] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: BETA HCG FREE-postPregnancy:1.000
Maternal Lab History: hCG MoM-postPregnancy:0.752
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.460
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.329
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.303
Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.298
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.298
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.244
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.211
Maternal Lab History: hCG MoM-otherPregnancy:0.191
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.527
Correlated most with:
Newborn Diagnosis:9ccs222:Perint jaund:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.329
Maternal Diagnosis:9ccs184:Early labor:0.276
Newborn Diagnosis:9ccs256:Exam/eval:0.269
Diagnosis:9ccs219:Low birth wt:0.213
Newborn Diagnosis:9ccs253:Allergy:0.185
Newborn Diagnosis:9ccs221:Resp distres:0.144
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.137
Maternal Diagnosis:9ccs183:HTN in preg:0.127
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.121
Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs113:Late eff CVD:0.219
Diagnosis:9ccs94:Other ear dx:0.205
Diagnosis:9ccs95:Oth nerv dx:0.179
Number of Visits:0.130
Diagnosis:9ccs10:Immuniz/scrn:0.122
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.101
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.094
Diagnosis:9ccs70:Schizo/rl dx:0.093
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.091
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.496
Correlated most with:
Newborn Diagnosis:9ccs215:gu cong anom:1.000
Diagnosis:9ccs161:Ot dx kidney:0.472
Newborn Diagnosis:9ccs161:Ot dx kidney:0.197
Diagnosis:9ccs215:gu cong anom:0.185
Newborn Diagnosis:9ccs217:Ot cong anom:0.150
Newborn Diagnosis:9ccs162:Ot dx bladdr:0.139
Diagnosis:9ccs98:HTN:0.139
Maternal Diagnosis:9ccs215:gu cong anom:0.139
Newborn Diagnosis:9ccs166:Oth male gen:0.139
Diagnosis:9ccs162:Ot dx bladdr:0.139
Maternal Lab History: WEIGHT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 73 | OR_unadj: 2.078 [0.980 4.405] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: WEIGHT-otherPregnancy:1.000
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.330
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.301
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.298
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.283
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.272
Maternal Lab History: AFP-otherPregnancy:-0.248
Maternal Lab History: WEIGHT-postPregnancy:0.236
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.231
Maternal Lab History: GENTAMICIN PEAK-postPregnancy:0.221
Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.462
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.181
Lab:294203 BILIRUBIN TOTAL - LMC:-0.123
Maternal Lab History: HCG-postPregnancy:0.112
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.101
Diagnosis:9ccs258:Other screen:0.100
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.097
Diagnosis:9ccs243:Poisn nonmed:0.096
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.096
Maternal Lab History: RDW-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 240 | OR_unadj: 1.025 [0.629 1.671] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: RDW-otherPregnancy:1.000
Maternal Lab History: MCH-otherPregnancy:-0.568
Maternal Lab History: MCV-otherPregnancy:-0.533
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.518
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.425
Maternal Lab History: RDW-postPregnancy:0.351
Maternal Lab History: MCH-postPregnancy:-0.273
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.219
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:0.215
Maternal Lab History: MCV-postPregnancy:-0.210
Maternal Lab History: HEMOGLOBIN A1-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 184 | OR_unadj: 0.770 [0.496 1.197] | indivs AUC:0.467
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.853
Maternal Lab History: CREATININE-postPregnancy:-0.366
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.264
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.234
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.232
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.180
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.171
Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.161
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.150
Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.229
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs239:Superfic inj:0.169
Diagnosis:9ccs155:Other GI dx:0.168
Number of Visits:0.163
Diagnosis:9ccs198:Ot infl skin:0.160
Diagnosis:9ccs126:Ot up rsp in:0.151
Diagnosis:9ccs10:Immuniz/scrn:0.148
Diagnosis:9ccs133:Oth low resp:0.147
Maternal Lab History: UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 81 | OR_unadj: 0.499 [0.194 1.282] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: UREA NITROGEN-postPregnancy:1.000
Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.357
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.278
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.238
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.199
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:-0.182
Maternal Lab History: TWIN B NT-postPregnancy:-0.177
Maternal Lab History: TWIN B CRL-postPregnancy:-0.177
Maternal Lab History: Maple Tree IgE-postPregnancy:0.169
Maternal Lab History: Oak Tree IgE-postPregnancy:0.169
Maternal Lab History: TOTAL PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 180 | OR_unadj: 0.852 [0.495 1.466] | indivs AUC:0.479
Correlated most with:
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.757
Maternal Lab History: CALCIUM-otherPregnancy:0.528
Maternal Lab History: CHLORIDE-otherPregnancy:-0.312
Maternal Lab History: BUN-otherPregnancy:0.292
Maternal Lab History: RBC-otherPregnancy:0.218
Maternal Lab History: Alk Phos-otherPregnancy:-0.215
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.212
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.200
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.196
Maternal Lab History: LDH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.374 [0.113 1.237] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: LDH-postPregnancy:1.000
Maternal Lab History: Alk Phos-postPregnancy:0.445
Maternal Lab History: URIC ACID-postPregnancy:0.404
Maternal Lab History: ALBUMIN-postPregnancy:-0.381
Maternal Lab History: CALCIUM-postPregnancy:-0.378
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.372
Maternal Lab History: MAGNESIUM-postPregnancy:0.333
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.302
Maternal Lab History: AST-postPregnancy:0.239
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.237
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs258:Other screen:0.165
Diagnosis:9ccs200:Oth skin dx:0.105
Diagnosis:9ccs197:Skin infectn:0.104
Diagnosis:9ccs188:Pelvic obstr:0.103
Maternal Diagnosis:9ccs180:Ectopic preg:0.103
Diagnosis:9ccs115:Aneurysm:0.103
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.103
Newborn Diagnosis:9ccs134:Ot uppr resp:0.103
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.103
Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.519
Correlated most with:
Newborn Diagnosis:9ccs259:Unclassified:1.000
Maternal Diagnosis:9ccs186:DM in preg:0.347
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.241
Maternal Diagnosis:9ccs49:DiabMel no c:0.168
Maternal Diagnosis:9ccs130:Pleurisy:0.164
MatDeliveryAge:0.132
Diagnosis:9ccs56:Cystic fibro:0.132
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.132
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:0.116
Maternal Diagnosis:9ccs97:Carditis:0.116
Maternal Lab History: MONOS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.746 [0.373 1.490] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: MONOS-postPregnancy:1.000
Maternal Lab History: POLYS-postPregnancy:-0.279
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.266
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.244
Maternal Diagnosis:9ccs142:Appendicitis:0.244
Maternal Lab History: MONOS-otherPregnancy:0.237
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.174
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.171
Maternal Lab History: HERPES II IgG-postPregnancy:0.171
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.171
Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.511
Correlated most with:
Diagnosis:10ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.703
Diagnosis:9ccs2619:e codes: other specified- nec:0.164
Diagnosis:9ccs64:Ot hematl dx:0.123
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.111
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.108
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.101
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.097
Diagnosis:9ccs8:Oth infectns:0.093
Diagnosis:9ccs209:Ot acq defor:0.088
Maternal Lab History: INHIBIN A MOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.975 [0.442 2.151] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: INHIBIN A MOM-postPregnancy:1.000
Maternal Lab History: ESTRIOL-postPregnancy:0.486
Maternal Lab History: hCG MoM-postPregnancy:0.477
Maternal Lab History: BETA HCG FREE-postPregnancy:0.460
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.376
Maternal Diagnosis:9ccs149:Biliary dx:0.305
Maternal Lab History: AFP-postPregnancy:0.262
Maternal Lab History: Alk Phos-postPregnancy:0.261
Maternal Lab History: AST-postPregnancy:0.196
Maternal Lab History: LDH-postPregnancy:0.182
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.451 [0.158 1.284] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:1.000
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.250
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.205
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.194
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.193
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.191
Maternal Lab History: GFR Calculation-otherPregnancy:0.188
Maternal Lab History: GFR in African American-otherPregnancy:0.188
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.185
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.182
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Diagnosis:9ccs258:Other screen:0.184
Diagnosis:9ccs200:Oth skin dx:0.169
Diagnosis:9ccs7:Viral infect:0.129
Diagnosis:9ccs155:Other GI dx:0.129
Diagnosis:9ccs256:Exam/eval:0.127
Diagnosis:9ccs133:Oth low resp:0.124
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.118
Diagnosis:9ccs197:Skin infectn:0.115
Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.212
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Diagnosis:9ccs2619:e codes: other specified- nec:0.116
Diagnosis:9ccs91:Other eye dx:0.110
Diagnosis:9ccs95:Oth nerv dx:0.107
Maternal Lab History: HERPES II IgG-postPregnancy:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.089
Diagnosis:9ccs257:Ot aftercare:0.089
Diagnosis:9ccs133:Oth low resp:0.085
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 92 | OR_unadj: 0.792 [0.462 1.359] | indivs AUC:0.481
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:1.000
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.415
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.337
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.308
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.299
Maternal Lab History: CREATININE-postPregnancy:-0.298
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.293
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.287
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.282
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.269
Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.518
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:0.137
Maternal Diagnosis:9ccs67:Subst-r mntl:0.122
Diagnosis:9ccs5:HIV infectn:0.122
Diagnosis:9ccs48:Thyroid dsor:0.090
Diagnosis:9ccs83:Epilepsy/cnv:-0.084
Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:0.073
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:-0.072
Maternal Diagnosis:9ccs128:Asthma:-0.069
Maternal Diagnosis:9ccs48:Thyroid dsor:0.062
Maternal Lab History: BUN-otherPregnancy:-0.061
Maternal Procedure History:81025-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 184 | OR_unadj: 0.712 [0.369 1.376] | indivs AUC:0.494
Correlated most with:
Maternal Procedure History:81025-postPregnancy:1.000
Maternal Procedure History:J1055-postPregnancy:0.321
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.218
Maternal Diagnosis:9ccs87:Retinal dx-postPregnancy:0.210
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.210
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.207
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.196
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.189
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.174
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.163
Maternal Diagnosis:9ccs183:HTN in preg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 202 | OR_unadj: 1.377 [0.987 1.920] | indivs AUC:0.525
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg:1.000
Maternal Diagnosis:9ccs98:HTN:0.230
Maternal Lab History: LDH-postPregnancy:0.174
Newborn Diagnosis:9ccs219:Low birth wt:0.165
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.163
Maternal Diagnosis:9ccs184:Early labor:0.161
Maternal Lab History: Alk Phos-postPregnancy:0.130
Newborn Diagnosis:9ccs222:Perint jaund:0.127
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.119
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.119
Maternal Lab History: HDL CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 0.720 [0.333 1.553] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.544
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.350
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.276
Maternal Lab History: VLDL-postPregnancy:-0.267
Maternal Lab History: CHOLESTEROL-postPregnancy:0.250
Maternal Lab History: IRON % SATURATION-postPregnancy:0.206
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.202
Maternal Lab History: FOLATE-postPregnancy:0.196
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.195
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 0.956 [0.513 1.784] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.291
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.258
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.236
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.230
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.224
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.197
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.192
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.186
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.173
* Maternal Diagnosis:9ccs184:Early labor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.572 [0.333 0.983] | indivs AUC:0.465
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.770
Diagnosis:9ccs219:Low birth wt:0.469
Newborn Diagnosis:9ccs256:Exam/eval:0.288
Newborn Diagnosis:9ccs222:Perint jaund:0.276
Maternal Diagnosis:9ccs182:Hemorr preg:0.250
Newborn Diagnosis:9ccs221:Resp distres:0.249
Newborn Diagnosis:9ccs253:Allergy:0.168
Maternal Diagnosis:9ccs183:HTN in preg:0.161
Maternal Diagnosis:9ccs185:Long pregncy:-0.146
Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2620:E Codes: Unspecified:1.000
Diagnosis:9ccs117:Ot circul dx:0.126
Diagnosis:9ccs223:Birth trauma:0.122
Diagnosis:9ccs8:Oth infectns:0.122
Diagnosis:9ccs89:Blindness:0.103
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.092
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.092
Diagnosis:9ccs2603:E Codes: Fall:0.091
Diagnosis:9ccs258:Other screen:0.090
Diagnosis:9ccs4:Mycoses:0.076
Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.184
Diagnosis:9ccs155:Other GI dx:0.140
Diagnosis:9ccs200:Oth skin dx:0.140
Diagnosis:9ccs154:Gastroent:0.138
Diagnosis:9ccs239:Superfic inj:0.127
Diagnosis:9ccs253:Allergy:0.118
Diagnosis:9ccs232:Sprain:0.114
Diagnosis:9ccs258:Other screen:0.102
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.102
Maternal Diagnosis:9ccs168:PID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 37 | OR_unadj: 1.511 [0.740 3.086] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs168:PID-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.349
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.349
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.326
Maternal Lab History: CREATININE-otherPregnancy:-0.253
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.230
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.226
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.217
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.215
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.195
Maternal Lab History: ABS LYMPH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.135 [0.693 1.860] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: ABS LYMPH-otherPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.586
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.580
Maternal Lab History: WBC-otherPregnancy:0.264
Maternal Lab History: ABS LYMPH-postPregnancy:0.238
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.237
Maternal Lab History: 2 HOUR-otherPregnancy:-0.184
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.159
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:-0.152
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.151
Maternal Lab History: RUBELLA-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.482 [0.169 1.381] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: RUBELLA-otherPregnancy:1.000
Maternal Diagnosis:9ccs237:Complic devi-postPregnancy:0.397
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.287
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.284
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.280
Maternal Diagnosis:9ccs96:Hrt valve dx-otherPregnancy:0.254
Diagnosis:10ccs238:Complic proc:0.253
Diagnosis:9ccs2604:E Codes: Fire/burn:0.253
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.245
Maternal Diagnosis:9ccs83:Epilepsy/cnv-otherPregnancy:0.223
* Maternal Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 2.939 [1.401 6.164] | indivs AUC:0.511
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.215
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.213
Maternal Diagnosis:9ccs181:Ot preg comp:0.201
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.184
Maternal Diagnosis:9ccs107:Cardia arrst:0.184
Newborn Diagnosis:9ccs252:Fatigue:0.184
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.184
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.184
Maternal Diagnosis:9ccs128:Asthma:0.183
Maternal Diagnosis:9ccs60:Acut p-h anm | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs60:Acut p-h anm:1.000
Maternal Diagnosis:9ccs131:Adlt resp fl:0.217
Maternal Diagnosis:9ccs116:Art embolism:0.217
Maternal Procedure History:96372-otherPregnancy:0.213
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.190
Maternal Procedure History:97530-postPregnancy:-0.179
Maternal Diagnosis:9ccs181:Ot preg comp:0.176
Maternal Procedure History:97112-postPregnancy:0.164
Maternal Procedure History:J3301-postPregnancy:0.155
Maternal Lab History: RET ABS-postPregnancy:-0.155
Maternal Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 1.619 [0.853 3.076] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c:1.000
Maternal Diagnosis:9ccs186:DM in preg:0.454
Newborn Diagnosis:9ccs259:Unclassified:0.168
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:0.147
Maternal Diagnosis:9ccs67:Subst-r mntl:0.147
Diagnosis:9ccs5:HIV infectn:0.147
Maternal Diagnosis:9ccs72:Anxiety dx:0.147
Newborn Diagnosis:9ccs130:Pleurisy:0.147
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.127
MatDeliveryAge:0.121
Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Diagnosis:9ccs239:Superfic inj:0.115
Diagnosis:9ccs10:Immuniz/scrn:0.108
Number of Visits:0.106
Diagnosis:9ccs253:Allergy:0.105
Diagnosis:9ccs137:Mouth dx:0.104
Diagnosis:9ccs138:Esophgeal dx:0.103
Diagnosis:9ccs200:Oth skin dx:0.103
Diagnosis:9ccs92:Otitis media:0.099
Diagnosis:9ccs7:Viral infect:0.089
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 0.955 [0.470 1.937] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:1.000
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.238
Maternal Lab History: LIPASE-postPregnancy:-0.180
Maternal Lab History: O2 SATURATION-postPregnancy:-0.158
Maternal Procedure History:86701-postPregnancy:0.155
Maternal Lab History: PO2-postPregnancy:-0.153
Maternal Procedure History:86701-otherPregnancy:0.148
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.143
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:0.143
Newborn Diagnosis:9ccs252:Fatigue:0.143
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 1.056 [0.704 1.585] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.784
Maternal Lab History: CREATININE-otherPregnancy:-0.512
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.490
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.484
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.480
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.305
Maternal Procedure History:99000-otherPregnancy:-0.296
Maternal Procedure History:90656-otherPregnancy:-0.278
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.276
Maternal Lab History: BASOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 213 | OR_unadj: 0.879 [0.510 1.514] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: BASOPHIL-otherPregnancy:1.000
Maternal Lab History: MONOCYTE-otherPregnancy:0.294
Maternal Lab History: IRON-otherPregnancy:0.238
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.223
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.214
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.194
Diagnosis:9ccs109:Acute CVD:0.187
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:0.187
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.187
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.187
Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.503
Correlated most with:
Newborn Diagnosis:9ccs221:Resp distres:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.314
Maternal Diagnosis:9ccs82:Paralysis:0.276
Newborn Diagnosis:9ccs130:Pleurisy:0.276
Maternal Diagnosis:9ccs107:Cardia arrst:0.276
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.276
Newborn Diagnosis:9ccs91:Other eye dx:0.276
Maternal Diagnosis:9ccs184:Early labor:0.249
Maternal Lab History: URINE PROTEIN-postPregnancy:0.211
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.197
* Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.537
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.304
Diagnosis:9ccs125:Bronchitis:0.187
Diagnosis:9ccs257:Ot aftercare:0.182
Number of Visits:0.177
Diagnosis:9ccs92:Otitis media:0.169
Diagnosis:9ccs126:Ot up rsp in:0.153
Diagnosis:9ccs90:Eye infectn:0.129
Diagnosis:9ccs135:Intest infct:0.128
Diagnosis:9ccs127:COPD:0.127
Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs212:Ot bone dx:1.000
Diagnosis:9ccs44:Neoplsm unsp:0.315
Diagnosis:9ccs209:Ot acq defor:0.182
Maternal Diagnosis:9ccs182:Hemorr preg:0.092
Diagnosis:9ccs0:No DX:0.085
Diagnosis:9ccs89:Blindness:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Diagnosis:9ccs47:Ot bnign neo:0.064
Maternal Diagnosis:9ccs49:DiabMel no c:0.059
Diagnosis:9ccs96:Hrt valve dx:0.058
Maternal Lab History: URINE PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 186 | OR_unadj: 0.952 [0.550 1.647] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: URINE PH-otherPregnancy:1.000
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:-0.228
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.228
Maternal Lab History: URINE PH-postPregnancy:0.206
Maternal Lab History: 3 HOUR-otherPregnancy:0.173
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.165
Maternal Lab History: MPV-otherPregnancy:-0.164
Diagnosis:9ccs9:Sexual Infxs:-0.161
Newborn Diagnosis:9ccs97:Carditis:-0.161
Newborn Diagnosis:9ccs104:Oth heart dx:-0.161
Maternal Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 0.194 [0.026 1.461] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs168:PID:1.000
Diagnosis:9ccs129:Asp pneumon:0.228
Newborn Diagnosis:9ccs130:Pleurisy:0.228
Maternal Diagnosis:9ccs72:Anxiety dx:0.228
Newborn Diagnosis:9ccs138:Esophgeal dx:0.228
Newborn Diagnosis:9ccs91:Other eye dx:0.228
Maternal Lab History: URINE PROTEIN-postPregnancy:0.176
Maternal Diagnosis:9ccs189:Prev c-sectn:0.142
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.129
Newborn Diagnosis:9ccs218:Liveborn:-0.129
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 224 | OR_unadj: 0.931 [0.660 1.312] | indivs AUC:0.487
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.663
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.507
Maternal Lab History: CREATININE-postPregnancy:-0.458
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.452
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.404
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.388
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.379
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.377
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.359
Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.190
Maternal Procedure History:92551-postPregnancy:-0.181
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.166
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.158
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.145
Maternal Lab History: NEUTROPHIL-postPregnancy:0.138
Diagnosis:9ccs214:GI cong anom:0.128
Maternal Lab History: SODIUM-postPregnancy:-0.128
Maternal Diagnosis:9ccs0:No DX:-0.119
Maternal Diagnosis:9ccs212:Ot bone dx:-0.118
Maternal Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs166:Oth male gen:0.102
Newborn Diagnosis:9ccs94:Other ear dx:-0.098
Diagnosis:9ccs136:Teeth dx:0.085
Maternal Diagnosis:9ccs181:Ot preg comp:0.041
Diagnosis:9ccs135:Intest infct:0.039
Diagnosis:9ccs125:Bronchitis:0.039
Diagnosis:9ccs200:Oth skin dx:0.037
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.030
Diagnosis:9ccs7:Viral infect:0.026
Maternal Diagnosis:9ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.825 [0.473 1.439] | indivs AUC:0.484
Correlated most with:
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.310
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.266
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.232
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.229
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.228
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.219
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.196
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.190
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.187
Maternal Lab History: CREATININE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: CREATININE-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.738
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.729
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.727
Maternal Procedure History:99000-otherPregnancy:0.549
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.512
Maternal Procedure History:90656-otherPregnancy:0.467
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.417
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.334
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.333
Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.185
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.183
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.150
Maternal Diagnosis:9ccs82:Paralysis:0.106
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.106
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.106
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.106
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.106
Maternal Diagnosis:9ccs215:gu cong anom:0.106
Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs63:Wht blood dx:1.000
Diagnosis:9ccs64:Ot hematl dx:0.135
Diagnosis:9ccs8:Oth infectns:0.105
Diagnosis:9ccs161:Ot dx kidney:0.072
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.067
Diagnosis:9ccs244:Other injury:0.064
Diagnosis:9ccs257:Ot aftercare:0.053
Diagnosis:9ccs159:UTI:0.053
Diagnosis:9ccs7:Viral infect:0.052
Diagnosis:9ccs143:Abdom hernia:0.052
Maternal Diagnosis:9ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 1.006 [0.664 1.525] | indivs AUC:0.492
Correlated most with:
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.663
Maternal Lab History: CREATININE-postPregnancy:-0.427
Maternal Procedure History:81000-postPregnancy:0.423
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.405
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.398
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.381
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.370
Maternal Lab History: CREATININE-otherPregnancy:-0.334
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.321
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.720 [0.392 1.323] | indivs AUC:0.487
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.474
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.466
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.465
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.422
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.400
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.363
Maternal Procedure History:99000-otherPregnancy:-0.338
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.330
Maternal Lab History: CREATININE-otherPregnancy:-0.318
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.242
Diagnosis:9ccs217:Ot cong anom:0.212
Diagnosis:9ccs145:Int obstruct:0.211
Diagnosis:9ccs129:Asp pneumon:0.184
Maternal Diagnosis:9ccs169:Endometrios:0.184
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.155
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.153
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.150
Maternal Procedure History:92551-postPregnancy:-0.132
Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs166:Oth male gen:1.000
Maternal Procedure History:96372-otherPregnancy:0.104
Diagnosis:9ccs165:Inf male gen:0.102
Maternal Diagnosis:9ccs198:Ot infl skin:0.102
Diagnosis:9ccs142:Appendicitis:0.102
Diagnosis:9ccs230:Fx leg:0.102
Maternal Diagnosis:9ccs215:gu cong anom:0.102
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.102
Newborn Diagnosis:9ccs229:Fx arm:0.102
Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.102
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Diagnosis:9ccs3:Oth bact inf:0.202
Newborn Diagnosis:9ccs204:Ot joint dx:0.172
Maternal Diagnosis:9ccs126:Ot up rsp in:0.172
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:0.172
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.140
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.124
Maternal Procedure History:92551-postPregnancy:0.124
Maternal Lab History: FREE T-4-postPregnancy:0.122
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.120
Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs205:Back problem:1.000
Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.197
Diagnosis:9ccs245:Syncope:0.157
Maternal Diagnosis:9ccs6:Hepatitis:0.100
Lab:294203 BILIRUBIN TOTAL - LMC:0.095
Maternal Procedure History:90746-postPregnancy:-0.092
Maternal Diagnosis:9ccs191:Amnios dx:0.086
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.083
Diagnosis:9ccs251:Abdomnl pain:0.082
Diagnosis:9ccs133:Oth low resp:0.080
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.704 [0.239 2.073] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.366
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.287
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.280
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.280
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.264
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.245
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.241
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.229
Maternal Procedure History:86580-otherPregnancy:0.218
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 98 | OR_unadj: 0.677 [0.391 1.170] | indivs AUC:0.484
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.323
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.299
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.290
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.290
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.261
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.256
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.254
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.249
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.243
Maternal Lab History: SODIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.115 [0.674 1.845] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: SODIUM-otherPregnancy:1.000
Maternal Lab History: CHLORIDE-otherPregnancy:0.423
Maternal Lab History: ANION GAP-otherPregnancy:0.303
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.189
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.189
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.173
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.172
Maternal Lab History: PTT-otherPregnancy:0.168
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:-0.165
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.150
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.470
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.770
Diagnosis:9ccs219:Low birth wt:0.467
Newborn Diagnosis:9ccs256:Exam/eval:0.332
Newborn Diagnosis:9ccs222:Perint jaund:0.329
Newborn Diagnosis:9ccs221:Resp distres:0.314
Maternal Diagnosis:9ccs182:Hemorr preg:0.215
Newborn Diagnosis:9ccs253:Allergy:0.213
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.202
Maternal Diagnosis:9ccs159:UTI:0.167
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 109 | OR_unadj: 1.062 [0.500 2.257] | indivs AUC:0.466
Correlated most with:
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:1.000
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.578
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.291
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.291
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.258
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.253
Maternal Procedure History:93005-otherPregnancy:0.241
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.237
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.221
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.216
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.539
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs7:Viral infect:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.105
Number of Visits:0.101
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.095
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.094
Newborn Diagnosis:9ccs218:Liveborn:-0.094
Diagnosis:9ccs155:Other GI dx:0.094
Diagnosis:9ccs109:Acute CVD:0.085
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:0.085
Maternal Procedure History:99000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 312 | OR_unadj: 0.695 [0.395 1.225] | indivs AUC:0.512
Correlated most with:
Maternal Procedure History:99000-postPregnancy:1.000
Maternal Procedure History:99401-postPregnancy:0.236
Maternal Procedure History:86703-postPregnancy:0.227
Maternal Lab History: A/G-postPregnancy:0.212
Maternal Procedure History:99000-otherPregnancy:-0.210
Maternal Procedure History:81000-postPregnancy:0.210
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.206
Maternal Lab History: HCG-otherPregnancy:0.201
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.196
Maternal Procedure History:90656-otherPregnancy:-0.194
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.705 [0.400 1.243] | indivs AUC:0.477
Correlated most with:
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.333
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.282
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.281
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.244
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.241
Maternal Lab History: CREATININE-postPregnancy:-0.237
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.231
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.200
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.199
Maternal Diagnosis:9ccs181:Ot preg comp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 448 | OR_unadj: 1.076 [0.833 1.391] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.536
Maternal Diagnosis:9ccs59:Anemia:0.373
Maternal Diagnosis:9ccs128:Asthma:0.203
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.201
Maternal Diagnosis:9ccs60:Acut p-h anm:0.176
Maternal Diagnosis:9ccs106:Dysrhythmia:0.152
Maternal Diagnosis:9ccs48:Thyroid dsor:0.136
Maternal Diagnosis:9ccs149:Biliary dx:0.136
Maternal Diagnosis:9ccs168:PID:0.128
Maternal Lab History: INHIBIN A MOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 1.292 [0.571 2.925] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: INHIBIN A MOM-otherPregnancy:1.000
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.478
Maternal Lab History: hCG MoM-otherPregnancy:0.434
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.253
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.253
Maternal Procedure History:93005-otherPregnancy:0.220
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.204
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.184
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.174
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.174
Maternal Lab History: AST-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 172 | OR_unadj: 1.437 [0.845 2.445] | indivs AUC:0.530
Correlated most with:
Maternal Lab History: AST-otherPregnancy:1.000
Maternal Lab History: ALT-otherPregnancy:0.592
Maternal Lab History: URIC ACID-otherPregnancy:-0.384
Maternal Lab History: PT-otherPregnancy:0.331
Maternal Lab History: Alk Phos-otherPregnancy:0.300
Maternal Lab History: MAGNESIUM-otherPregnancy:0.291
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.275
Maternal Lab History: GAMMA GT-otherPregnancy:0.249
Maternal Lab History: AST (SGOT)-postPregnancy:0.241
Maternal Lab History: PTT-otherPregnancy:-0.228
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:1.000
Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.377
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:0.377
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.376
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.292
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.289
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.266
Maternal Diagnosis:9ccs153:GI hemorrhag-otherPregnancy:0.266
Maternal Procedure History:59430-postPregnancy:0.257
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.216
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Diagnosis:9ccs154:Gastroent:0.209
Lab:321098 OCCULT BLOOD FECES - Sunrise:0.190
Lab:294048 STOOL CULTURE - LMC:0.178
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.155
Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.155
Maternal Diagnosis:9ccs212:Ot bone dx:0.152
Lab:323854 CULTURE FECES - Sunrise:0.127
Diagnosis:9ccs140:Gastritis:0.113
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.100
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 264 | OR_unadj: 0.823 [0.593 1.144] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.885
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.883
Maternal Lab History: CREATININE-otherPregnancy:-0.729
Maternal Procedure History:99000-otherPregnancy:-0.608
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.559
Maternal Procedure History:90656-otherPregnancy:-0.519
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.490
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.483
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.474
Maternal Lab History: GAMMA GT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 95 | OR_unadj: 0.527 [0.156 1.782] | indivs AUC:0.514
Correlated most with:
Maternal Lab History: GAMMA GT-postPregnancy:1.000
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.498
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.418
Diagnosis:9ccs142:Appendicitis:0.387
Maternal Lab History: GTT 90 MIN-postPregnancy:0.329
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.263
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.247
Maternal Lab History: AMYLASE-postPregnancy:0.222
Maternal Lab History: ALBUMIN-postPregnancy:0.195
Maternal Lab History: FOLATE-postPregnancy:-0.181
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 0.583 [0.244 1.394] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.345
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.256
Maternal Lab History: 1/2 HOUR-postPregnancy:0.250
Maternal Lab History: TP VOLUME-otherPregnancy:0.223
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:-0.215
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.203
Maternal Lab History: LDH-otherPregnancy:-0.198
Maternal Lab History: 1 HOUR-postPregnancy:0.193
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.185
Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.152
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:0.116
Diagnosis:9ccs10:Immuniz/scrn:0.110
Maternal Diagnosis:9ccs167:Breast dx:0.103
Maternal Diagnosis:10ccs168:PID-postPregnancy:0.103
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.103
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.103
Maternal Diagnosis:9ccs172:Ovarian cyst:0.103
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.103
Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:306617 OCCULT BLOOD TEST (FECAL):1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.441
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.279
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.268
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.255
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.249
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.244
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.212
Maternal Lab History: VLDL-postPregnancy:-0.200
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.190
Maternal Lab History: ABS MONOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.064 [0.620 1.824] | indivs AUC:0.536
Correlated most with:
Maternal Lab History: ABS MONOCYTES-otherPregnancy:1.000
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.611
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.580
Maternal Lab History: WBC-otherPregnancy:0.528
Maternal Diagnosis:9ccs125:Bronchitis-otherPregnancy:0.332
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.270
Maternal Lab History: URIC ACID-otherPregnancy:-0.257
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.252
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.233
Maternal Lab History: MAGNESIUM-otherPregnancy:0.227
Maternal Lab History: GLUCOSE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: 0.846 [0.345 2.078] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: GLUCOSE-postPregnancy:1.000
Maternal Lab History: AST (SGOT)-postPregnancy:0.400
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.398
Lab:294199 BILIRUBIN SCAN - LMC:-0.334
Maternal Lab History: VLDL-postPregnancy:0.313
Maternal Procedure History:97014-postPregnancy:-0.295
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.271
Maternal Lab History: 1 HOUR-postPregnancy:-0.265
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.252
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.231
* Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs122:Pneumonia:0.304
Diagnosis:9ccs125:Bronchitis:0.246
Diagnosis:9ccs92:Otitis media:0.232
Diagnosis:9ccs257:Ot aftercare:0.189
Number of Visits:0.187
Diagnosis:9ccs133:Oth low resp:0.170
Diagnosis:9ccs127:COPD:0.160
Diagnosis:9ccs126:Ot up rsp in:0.156
Diagnosis:9ccs7:Viral infect:0.137
Maternal Lab History: PT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: nan [ nan nan] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: PT-postPregnancy:1.000
Maternal Lab History: INR-postPregnancy:0.675
Newborn Diagnosis:9ccs91:Other eye dx:-0.223
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.195
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.194
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.191
Maternal Procedure History:90472-postPregnancy:0.189
Maternal Lab History: SODIUM-postPregnancy:0.189
Diagnosis:9ccs142:Appendicitis:-0.187
Maternal Lab History: PO2-postPregnancy:0.187
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.495
Correlated most with:
Newborn Diagnosis:9ccs223:Birth trauma:1.000
Diagnosis:9ccs223:Birth trauma:0.273
Maternal Diagnosis:9ccs57:Immunity dx-otherPregnancy:0.184
Diagnosis:9ccs188:Pelvic obstr:0.184
Newborn Diagnosis:9ccs91:Other eye dx:0.184
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.167
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.162
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.161
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.154
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.143
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 0.754 [0.310 1.834] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.512
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.290
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.282
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.258
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.231
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.211
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.205
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.194
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.194
Maternal Procedure History:36415-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 139 | OR_unadj: 0.436 [0.153 1.241] | indivs AUC:0.507
Correlated most with:
Maternal Procedure History:36415-postPregnancy:1.000
Maternal Procedure History:36415-otherPregnancy:0.264
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.233
Maternal Procedure History:86703-postPregnancy:0.228
Maternal Lab History: HBV DNA-postPregnancy:0.227
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.224
Maternal Lab History: INHMOM-otherPregnancy:0.216
Maternal Procedure History:90471-postPregnancy:0.215
Maternal Lab History: APF MoM-otherPregnancy:0.202
Maternal Procedure History:99401-postPregnancy:0.201
Maternal Lab History: ALBUMIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 0.865 [0.503 1.490] | indivs AUC:0.480
Correlated most with:
Maternal Lab History: ALBUMIN-otherPregnancy:1.000
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.757
Maternal Lab History: CALCIUM-otherPregnancy:0.650
Maternal Lab History: Alk Phos-otherPregnancy:-0.417
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.317
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.296
Maternal Lab History: BUN-otherPregnancy:0.280
Maternal Lab History: CHLORIDE-otherPregnancy:-0.268
Maternal Lab History: A/G-otherPregnancy:0.261
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.242
* Maternal Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.931 [1.020 3.653] | indivs AUC:0.516
Correlated most with:
Maternal Diagnosis:9ccs188:Pelvic obstr:1.000
Diagnosis:9ccs223:Birth trauma:0.152
Newborn Diagnosis:9ccs252:Fatigue:0.151
Newborn Diagnosis:9ccs204:Ot joint dx:0.151
Maternal Diagnosis:9ccs217:Ot cong anom:0.151
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.151
Maternal Lab History: COLONY COUNT-postPregnancy:0.144
Lab:294048 STOOL CULTURE - LMC:-0.125
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.124
Maternal Diagnosis:9ccs155:Other GI dx:0.107
Maternal Lab History: URINE KETONES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: URINE KETONES-otherPregnancy:1.000
Diagnosis:9ccs2604:E Codes: Fire/burn:0.543
Diagnosis:10ccs238:Complic proc:0.543
Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy:0.385
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.222
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.199
Maternal Lab History: RUBELLA-otherPregnancy:0.194
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.185
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.177
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.168
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.519
Correlated most with:
Newborn Diagnosis:9ccs217:Ot cong anom:1.000
Newborn Diagnosis:9ccs191:Amnios dx:0.240
Newborn Diagnosis:9ccs215:gu cong anom:0.150
Diagnosis:9ccs217:Ot cong anom:0.147
Diagnosis:9ccs163:Other GU dx:0.147
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.135
Diagnosis:9ccs109:Acute CVD:0.135
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.135
Newborn Diagnosis:9ccs166:Oth male gen:0.135
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.135
Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Diagnosis:9ccs126:Ot up rsp in:0.139
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.139
Newborn Diagnosis:9ccs252:Fatigue:0.139
Diagnosis:9ccs230:Fx leg:0.139
Maternal Diagnosis:9ccs1:Tuberculosis:0.139
Maternal Lab History: COLONY COUNT-postPregnancy:0.133
Number of Visits:0.125
Diagnosis:9ccs165:Inf male gen:0.118
Maternal Procedure History:97803-otherPregnancy:0.117
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.496
Correlated most with:
Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000
Newborn Diagnosis:9ccs94:Other ear dx:0.397
Newborn Diagnosis:9ccs0:No DX:-0.357
Newborn Diagnosis:9ccs259:Unclassified:-0.241
Newborn Diagnosis:9ccs219:Low birth wt:-0.202
Newborn Diagnosis:9ccs221:Resp distres:-0.183
Maternal Diagnosis:9ccs184:Early labor:-0.131
Diagnosis:9ccs219:Low birth wt:-0.122
Newborn Diagnosis:9ccs213:Cardiac anom:-0.113
Newborn Diagnosis:9ccs256:Exam/eval:-0.113
Maternal Lab History: FASTING-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.883 [0.293 2.656] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:1.000
Maternal Lab History: FASTING-postPregnancy:0.669
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.358
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:-0.186
Diagnosis:9ccs8:Oth infectns:0.162
Maternal Procedure History:85018-postPregnancy:-0.156
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:-0.146
Maternal Lab History: 2 HOUR-otherPregnancy:-0.140
Maternal Procedure History:99401-postPregnancy:0.140
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.137
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 0.942 [0.311 2.856] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:1.000
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.411
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.396
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.383
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.327
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.272
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.268
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.262
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.256
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.255
Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs76:Meningitis:1.000
Lab:297275 STREP RAPID TEST (POCT):0.106
Diagnosis:9ccs92:Otitis media:0.103
Diagnosis:9ccs124:Tonsillitis:0.084
Maternal Diagnosis:9ccs195:Ot compl bir:-0.083
Diagnosis:9ccs4:Mycoses:0.082
Number of Visits:0.082
Maternal Lab History: 3 HOUR-otherPregnancy:-0.081
Maternal Diagnosis:9ccs176:Contraceptiv:0.079
Diagnosis:9ccs133:Oth low resp:0.073
Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.497
Correlated most with:
Newborn Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.329
Diagnosis:9ccs96:Hrt valve dx:0.250
Maternal Diagnosis:9ccs169:Endometrios:0.212
Maternal Diagnosis:9ccs142:Appendicitis:0.212
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.192
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.186
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.185
Maternal Lab History: TWIN B NT-postPregnancy:0.175
Maternal Lab History: TWIN B CRL-postPregnancy:0.175
Maternal Procedure History:86580-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 1.010 [0.331 3.088] | indivs AUC:0.488
Correlated most with:
Maternal Procedure History:86580-postPregnancy:1.000
Maternal Procedure History:86580-otherPregnancy:0.490
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.220
Maternal Lab History: IRON % SATURATION-postPregnancy:0.199
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.190
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.190
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.182
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.172
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.170
Maternal Lab History: APTT-postPregnancy:0.157
Maternal Lab History: URINE UROBILINOGEN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 75 | OR_unadj: 2.013 [0.882 4.591] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:1.000
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.334
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.298
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.289
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.287
Maternal Procedure History:86701-otherPregnancy:0.272
Maternal Procedure History:86701-postPregnancy:0.236
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.222
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.193
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.193
Maternal Lab History: CHLORIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.025 [0.629 1.671] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: CHLORIDE-otherPregnancy:1.000
Maternal Lab History: SODIUM-otherPregnancy:0.423
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.312
Maternal Lab History: ALBUMIN-otherPregnancy:-0.268
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:-0.225
Maternal Lab History: CALCIUM-otherPregnancy:-0.223
Maternal Lab History: ANION GAP-otherPregnancy:-0.202
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.177
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.176
Maternal Lab History: MONOS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: MONOS-otherPregnancy:1.000
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.462
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.462
Maternal Lab History: POLYS-otherPregnancy:-0.432
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.307
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.267
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.254
Maternal Lab History: MONOS-postPregnancy:0.237
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.224
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.207
Maternal Diagnosis:9ccs182:Hemorr preg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.369 [0.086 1.591] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs182:Hemorr preg:1.000
Maternal Diagnosis:9ccs184:Early labor:0.250
Maternal Diagnosis:9ccs140:Gastritis:0.217
Diagnosis:9ccs98:HTN:0.217
Newborn Diagnosis:9ccs220:Birth asphyx:0.217
Newborn Diagnosis:9ccs219:Low birth wt:0.215
Maternal Procedure History:96372-otherPregnancy:0.201
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.190
Maternal Diagnosis:9ccs153:GI hemorrhag-otherPregnancy:0.152
Newborn Diagnosis:9ccs256:Exam/eval:0.131
Maternal Lab History: ANION GAP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 0.964 [0.388 2.394] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: ANION GAP-postPregnancy:1.000
Maternal Lab History: ANION GAP-otherPregnancy:0.244
Maternal Lab History: URINE SUGAR-postPregnancy:0.215
Maternal Lab History: URINE SUGAR-otherPregnancy:0.166
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.164
Maternal Diagnosis:9ccs253:Allergy:-0.161
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.158
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.156
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.154
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.140
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Diagnosis:9ccs56:Cystic fibro:0.110
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.110
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.110
Maternal Diagnosis:9ccs107:Cardia arrst:0.110
Diagnosis:9ccs109:Acute CVD:0.110
Maternal Diagnosis:9ccs172:Ovarian cyst:0.110
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.108
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.093
Maternal Lab History: GFR in African American-otherPregnancy:-0.092
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 0.551 [0.231 1.314] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.283
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.273
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.238
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.223
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.222
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.222
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.221
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.201
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.195
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.536
Correlated most with:
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:1.000
Maternal Lab History: AFP-otherPregnancy:0.340
Maternal Lab History: FERRITIN-otherPregnancy:0.308
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.307
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.263
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.227
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.214
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.213
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.209
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.201
Maternal Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs238:Complic proc:1.000
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.745
Maternal Diagnosis:9ccs116:Art embolism:0.333
Maternal Diagnosis:9ccs131:Adlt resp fl:0.333
Maternal Diagnosis:9ccs8:Oth infectns:0.333
Diagnosis:9ccs44:Neoplsm unsp:0.234
Diagnosis:9ccs70:Schizo/rl dx:0.234
Maternal Diagnosis:9ccs143:Abdom hernia:0.234
Maternal Diagnosis:9ccs96:Hrt valve dx:0.164
Maternal Diagnosis:9ccs106:Dysrhythmia:0.139
Maternal Procedure History:86580-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 191 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.494
Correlated most with:
Maternal Procedure History:86580-otherPregnancy:1.000
Maternal Procedure History:86580-postPregnancy:0.490
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.233
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.218
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.202
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.202
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.202
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.202
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.202
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.202
Maternal Lab History: CARBON DIOXIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 0.962 [0.586 1.581] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:1.000
Maternal Lab History: ANION GAP-otherPregnancy:-0.351
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.223
Maternal Lab History: CHLORIDE-otherPregnancy:-0.183
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.182
Diagnosis:9ccs109:Acute CVD:-0.182
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.177
Maternal Lab History: ALBUMIN-otherPregnancy:0.167
Maternal Lab History: CALCIUM-otherPregnancy:0.164
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.162
Maternal Lab History: ESTRIOL FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 0.501 [0.149 1.690] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: ESTRIOL FREE-otherPregnancy:1.000
Maternal Lab History: ESTRIOL-otherPregnancy:0.404
Maternal Lab History: FASTING-postPregnancy:0.358
Maternal Lab History: FASTING-otherPregnancy:0.358
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.263
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.261
Maternal Lab History: AFP-otherPregnancy:0.240
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.235
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:0.229
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.197
Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs240:Burns:1.000
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.217
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.217
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.217
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.180
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.176
Maternal Lab History: MONOCYTE-otherPregnancy:0.167
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.155
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.155
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.152
Maternal Lab History: AST (SGOT)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 83 | OR_unadj: 0.501 [0.149 1.690] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: AST (SGOT)-postPregnancy:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.608
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.608
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.608
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.608
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.608
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.608
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.608
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.608
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.608
Maternal Lab History: PTT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.251 [0.033 1.912] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: PTT-postPregnancy:1.000
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.333
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.325
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.306
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.182
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:-0.172
Maternal Lab History: CALCIUM-postPregnancy:0.157
Maternal Lab History: PH-postPregnancy:-0.156
Maternal Lab History: BICARBONATE-postPregnancy:-0.153
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.149
* Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.503
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.307
Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.307
Diagnosis:9ccs219:Low birth wt:-0.264
Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.206
Maternal Diagnosis:9ccs159:UTI:-0.194
Maternal Diagnosis:9ccs175:Ot femal gen:0.158
Diagnosis:9ccs59:Anemia:-0.135
Maternal Diagnosis:9ccs184:Early labor:-0.134
Diagnosis:10ccs238:Complic proc:0.132
Maternal Procedure History:90471-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 111 | OR_unadj: 0.618 [0.258 1.483] | indivs AUC:0.506
Correlated most with:
Maternal Procedure History:90471-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:0.419
Maternal Procedure History:90656-postPregnancy:0.303
Maternal Procedure History:92551-postPregnancy:0.299
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.236
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.231
Maternal Lab History: Peanut IgE-postPregnancy:-0.224
Maternal Lab History: Birch Tree IgE-postPregnancy:-0.224
Maternal Lab History: Walnut Tree IgE-postPregnancy:-0.224
Maternal Lab History: Maple Tree IgE-postPregnancy:-0.224
Maternal Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs155:Other GI dx:1.000
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.377
Maternal Procedure History:86701-otherPregnancy:0.309
Maternal Procedure History:86701-postPregnancy:0.268
Maternal Diagnosis:9ccs3:Oth bact inf:0.216
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.216
Maternal Procedure History:36415-otherPregnancy:0.154
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.126
Maternal Diagnosis:9ccs59:Anemia:0.112
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.109
Maternal Lab History: BUN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.120 [0.580 2.166] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: BUN-otherPregnancy:1.000
Maternal Lab History: HCG-otherPregnancy:0.297
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.292
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.281
Maternal Lab History: ALBUMIN-otherPregnancy:0.280
Maternal Lab History: BUN-postPregnancy:0.252
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.251
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.246
Maternal Lab History: INHMOM-otherPregnancy:0.232
Maternal Lab History: NT MoM-otherPregnancy:0.229
Diagnosis:9ccs165:Inf male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs165:Inf male gen:1.000
Newborn Diagnosis:9ccs229:Fx arm:0.142
Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.142
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.142
Newborn Diagnosis:9ccs252:Fatigue:0.142
Diagnosis:9ccs9:Sexual Infxs:0.142
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.142
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.142
Maternal Diagnosis:10ccs198:Ot infl skin-postPregnancy:0.142
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.142
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: 0.942 [0.428 2.071] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.172
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.163
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:-0.156
Maternal Lab History: O2 SATURATION-postPregnancy:-0.153
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.150
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.150
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.150
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.150
Maternal Lab History: WBC-postPregnancy:0.137
Maternal Diagnosis:9ccs168:PID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 1.054 [0.646 1.721] | indivs AUC:0.519
Correlated most with:
Maternal Diagnosis:9ccs168:PID-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.300
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.292
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.276
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.231
Maternal Lab History: CREATININE-postPregnancy:-0.228
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.226
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.217
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.208
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.196
Maternal Procedure History:86703-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.587 [0.131 2.635] | indivs AUC:0.509
Correlated most with:
Maternal Procedure History:86703-postPregnancy:1.000
Maternal Procedure History:99401-postPregnancy:0.504
Maternal Procedure History:86703-otherPregnancy:0.421
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.269
Maternal Lab History: HCG-otherPregnancy:0.256
Maternal Procedure History:81000-postPregnancy:0.252
Maternal Lab History: NT MoM-otherPregnancy:0.251
Maternal Lab History: INHMOM-otherPregnancy:0.246
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.245
Maternal Procedure History:99401-otherPregnancy:0.242
Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Diagnosis:9ccs245:Syncope:0.191
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:0.191
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.191
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.150
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.137
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:0.137
Maternal Lab History: HEPATITIS B DNA-postPregnancy:0.137
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.137
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.137
Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs200:Oth skin dx:0.133
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs126:Ot up rsp in:0.128
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:0.099
Diagnosis:9ccs7:Viral infect:0.095
Number of Visits:0.091
Diagnosis:9ccs155:Other GI dx:0.087
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.085
Maternal Lab History: FASTING-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: FASTING-postPregnancy:1.000
Maternal Lab History: FASTING-otherPregnancy:0.669
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.358
Maternal Lab History: 1/2 HOUR-postPregnancy:0.211
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.194
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.192
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.177
Diagnosis:9ccs8:Oth infectns:0.171
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.169
Diagnosis:9ccs120:Hemmorhoids:-0.165
Maternal Lab History: BETA-HCG QUANT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-postPregnancy:1.000
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:0.429
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.291
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.269
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.248
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.246
Lab:294199 BILIRUBIN SCAN - LMC:0.183
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.176
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.176
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.164
* Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs153:GI hemorrhag:0.209
Diagnosis:9ccs155:Other GI dx:0.191
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.167
Diagnosis:9ccs120:Hemmorhoids:0.167
Diagnosis:9ccs133:Oth low resp:0.166
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.159
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.146
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.139
Lab:294048 STOOL CULTURE - LMC:0.139
Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:1.000
Diagnosis:9ccs243:Poisn nonmed:-0.102
Diagnosis:9ccs217:Ot cong anom:0.085
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.069
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.069
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.063
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.063
Maternal Diagnosis:9ccs183:HTN in preg:0.063
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.062
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.061
* Maternal Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 5.024 [1.585 15.918] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs98:HTN:1.000
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.288
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.288
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.237
Maternal Diagnosis:9ccs183:HTN in preg:0.230
Maternal Procedure History:93005-otherPregnancy:0.208
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.205
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.205
Lab:292147 TSH - Sunrise:-0.188
Maternal Procedure History:93005-postPregnancy:0.164
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Diagnosis:9ccs105:Conduction:0.158
Newborn Diagnosis:9ccs200:Oth skin dx:0.155
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.109
Diagnosis:9ccs44:Neoplsm unsp:0.109
Diagnosis:9ccs62:Coag/hemr dx:0.105
Maternal Lab History: O2 SATURATION-postPregnancy:0.102
Maternal Lab History: PO2-postPregnancy:0.095
Diagnosis:9ccs117:Ot circul dx:0.093
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.089
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.990 [0.425 2.307] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.324
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.320
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.306
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.277
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.272
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.232
Maternal Lab History: CREATININE-otherPregnancy:-0.227
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.217
Maternal Procedure History:90656-otherPregnancy:-0.215
Maternal Diagnosis:9ccs46:Bnign ut neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.516
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo:1.000
Maternal Diagnosis:9ccs116:Art embolism:0.315
Maternal Diagnosis:9ccs131:Adlt resp fl:0.315
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.138
Maternal Diagnosis:9ccs60:Acut p-h anm:0.131
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.115
Maternal Diagnosis:9ccs61:Sickle cell:0.115
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.101
Maternal Diagnosis:9ccs238:Complic proc:0.101
MatDeliveryAge:0.094
Maternal Lab History: URINE PROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: URINE PROTEIN-postPregnancy:1.000
Newborn Diagnosis:9ccs91:Other eye dx:0.749
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.348
Maternal Lab History: FIBRINOGEN-postPregnancy:0.215
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.214
Newborn Diagnosis:9ccs221:Resp distres:0.211
Maternal Lab History: PT-postPregnancy:-0.191
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.180
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.179
Maternal Diagnosis:9ccs168:PID:0.176
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.511
Correlated most with:
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:-0.136
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.130
Lab:294048 STOOL CULTURE - LMC:0.118
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.101
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.096
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.096
Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.096
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.096
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.092
Maternal Lab History: FOLATE-postPregnancy:0.090
Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: TWIN B NT-postPregnancy:-0.437
Maternal Lab History: TWIN B CRL-postPregnancy:-0.437
Maternal Lab History: APF MoM-postPregnancy:-0.294
Maternal Procedure History:92551-postPregnancy:-0.222
Diagnosis:9ccs214:GI cong anom:0.157
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.137
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.115
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.112
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.111
Maternal Lab History: SODIUM-postPregnancy:-0.103
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Procedure History:96372-otherPregnancy:0.294
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.262
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.236
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.214
Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.214
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.211
Diagnosis:9ccs250:Nausea/vomit:0.179
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.171
Maternal Lab History: BILE ACIDS-postPregnancy:0.157
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Diagnosis:9ccs204:Ot joint dx:0.255
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.222
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.222
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.222
Diagnosis:9ccs105:Conduction:0.222
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.155
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.149
Diagnosis:9ccs95:Oth nerv dx:0.147
Maternal Lab History: FERRITIN-otherPregnancy:-0.136
* Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Diagnosis:9ccs212:Ot bone dx:0.182
Maternal Lab History: LEAD LEVEL-otherPregnancy:0.095
Diagnosis:9ccs2603:E Codes: Fall:0.089
Diagnosis:10ccs58:Ot nutrit dx:0.088
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.086
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086
Maternal Lab History: URINE KETONES-postPregnancy:0.082
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.077
Maternal Lab History: WBC-otherPregnancy:0.072
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 60 | OR_unadj: 1.186 [0.654 2.152] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.360
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.345
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.330
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.305
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.285
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.270
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.260
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.247
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.247
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.218
Maternal Lab History: BUN-otherPregnancy:-0.173
Newborn Diagnosis:9ccs253:Allergy:-0.170
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.129
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.118
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.111
Diagnosis:9ccs117:Ot circul dx:-0.101
Maternal Lab History: POTASSIUM-postPregnancy:-0.095
Maternal Lab History: ALBUMIN-otherPregnancy:-0.087
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.086
Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258
Lab:294147 FREE T4 - LMC:0.232
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.219
Lab:292147 TSH - Sunrise:0.175
Maternal Diagnosis:9ccs48:Thyroid dsor:0.155
Diagnosis:9ccs245:Syncope:0.151
Diagnosis:9ccs52:Nutrit defic:0.151
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.151
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.151
Diagnosis:9ccs44:Neoplsm unsp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs44:Neoplsm unsp:1.000
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.315
Diagnosis:9ccs212:Ot bone dx:0.315
Maternal Diagnosis:9ccs238:Complic proc:0.234
Diagnosis:9ccs47:Ot bnign neo:0.109
Diagnosis:9ccs91:Other eye dx:0.108
Diagnosis:9ccs213:Cardiac anom:0.090
Diagnosis:9ccs224:Ot perint dx:0.074
Diagnosis:9ccs0:No DX:0.069
Maternal Diagnosis:9ccs187:Malposition:0.064
Maternal Lab History: TSH THIRD GENERATION-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor:0.275
Maternal Lab History: GFR Calculation-postPregnancy:0.225
Maternal Lab History: GFR in African American-postPregnancy:0.225
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.212
Maternal Procedure History:J3301-postPregnancy:0.201
Maternal Procedure History:20550-postPregnancy:0.201
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.195
Maternal Procedure History:97530-postPregnancy:-0.192
Maternal Lab History: FREE T-4-postPregnancy:0.183
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 47 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.491
Lab:292147 TSH - Sunrise:0.366
Maternal Lab History: TWIN B NT-postPregnancy:0.332
Maternal Lab History: TWIN B CRL-postPregnancy:0.332
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.282
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.272
Maternal Lab History: FERRITIN-postPregnancy:-0.243
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.237
Maternal Lab History: PHOSPHOROUS-postPregnancy:0.235
Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs223:Birth trauma:1.000
Newborn Diagnosis:9ccs223:Birth trauma:0.273
Newborn Diagnosis:9ccs229:Fx arm:0.217
Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.217
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.217
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.196
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.190
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.189
Maternal Procedure History:92551-postPregnancy:-0.155
Maternal Diagnosis:9ccs188:Pelvic obstr:0.152
Maternal Lab History: PAPP-A MoM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: PAPP-A MoM-postPregnancy:1.000
Maternal Lab History: INHMOM-postPregnancy:0.342
Maternal Lab History: APF MoM-otherPregnancy:0.303
Maternal Lab History: INHMOM-otherPregnancy:0.290
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.287
Maternal Lab History: HCG-otherPregnancy:0.285
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.277
Maternal Lab History: NT MoM-otherPregnancy:0.269
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.244
Maternal Procedure History:96372-postPregnancy:0.236
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.883 [0.329 2.367] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.706
Maternal Lab History: PHOSPHOROUS-postPregnancy:0.347
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.330
Lab:294199 BILIRUBIN SCAN - LMC:-0.277
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.238
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.238
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.238
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.216
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.202
Maternal Diagnosis:9ccs59:Anemia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 0.424 [0.166 1.080] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:1.000
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.333
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.232
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.211
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.204
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.202
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.198
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.181
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.169
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.166
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:1.000
Maternal Diagnosis:9ccs238:Complic proc:0.745
Maternal Diagnosis:9ccs116:Art embolism:0.447
Maternal Diagnosis:9ccs131:Adlt resp fl:0.447
Diagnosis:9ccs44:Neoplsm unsp:0.315
Maternal Diagnosis:9ccs143:Abdom hernia:0.315
Maternal Diagnosis:9ccs96:Hrt valve dx:0.222
Maternal Diagnosis:9ccs106:Dysrhythmia:0.191
Maternal Diagnosis:9ccs163:Other GU dx:0.180
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.146
Maternal Procedure History:81025-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 75 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.499
Correlated most with:
Maternal Procedure History:81025-otherPregnancy:1.000
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.534
Diagnosis:9ccs120:Hemmorhoids:0.534
Maternal Lab History: AST (SGOT)-otherPregnancy:0.472
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.470
Maternal Lab History: BILE ACIDS-otherPregnancy:0.441
Maternal Lab History: GFR in African American-otherPregnancy:0.392
Maternal Lab History: GFR Calculation-otherPregnancy:0.392
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.378
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.346
Maternal Procedure History:99401-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 204 | OR_unadj: 1.233 [0.723 2.104] | indivs AUC:0.514
Correlated most with:
Maternal Procedure History:99401-otherPregnancy:1.000
Maternal Procedure History:99401-postPregnancy:0.483
Maternal Procedure History:86703-otherPregnancy:0.463
Maternal Procedure History:81000-otherPregnancy:0.312
Maternal Procedure History:86703-postPregnancy:0.242
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.226
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.222
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.187
Maternal Procedure History:99000-postPregnancy:0.176
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.157
Maternal Diagnosis:9ccs244:Other injury-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:1.000
Maternal Lab History: LEAD LEVEL-postPregnancy:0.409
Maternal Procedure History:J3301-postPregnancy:-0.354
Maternal Procedure History:20550-postPregnancy:-0.354
Maternal Lab History: CPK-postPregnancy:-0.354
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.353
Maternal Procedure History:93005-postPregnancy:0.284
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.275
Maternal Procedure History:90472-postPregnancy:0.262
Maternal Procedure History:90746-postPregnancy:0.260
Maternal Lab History: POLYS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.746 [0.327 1.699] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: POLYS-otherPregnancy:1.000
Maternal Lab History: MONOS-otherPregnancy:-0.432
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.413
Diagnosis:9ccs109:Acute CVD:-0.278
Maternal Lab History: POLYS-postPregnancy:0.277
Maternal Lab History: FREE T-4-otherPregnancy:-0.257
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.245
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.244
Maternal Lab History: WBC-otherPregnancy:0.242
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.227
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.360
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.353
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.353
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.353
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.353
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.353
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.353
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.353
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.353
Maternal Lab History: hCG MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.951 [0.410 2.208] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: hCG MoM-otherPregnancy:1.000
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.803
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.434
Maternal Lab History: HCG-otherPregnancy:0.311
Maternal Lab History: ESTRIOL-otherPregnancy:-0.276
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.272
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.271
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.262
Maternal Lab History: hCG MoM-postPregnancy:0.259
Maternal Lab History: NT MoM-otherPregnancy:0.254
Maternal Lab History: INR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: INR-postPregnancy:1.000
Maternal Lab History: PT-postPregnancy:0.675
Maternal Lab History: PATIENT-postPregnancy:0.367
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.289
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.286
Maternal Lab History: Alk Phos-postPregnancy:-0.250
Maternal Lab History: CALCIUM-postPregnancy:0.218
Maternal Lab History: ALBUMIN-postPregnancy:0.216
Maternal Lab History: SODIUM-postPregnancy:0.214
Maternal Lab History: CREATININE-postPregnancy:0.214
Maternal Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:1.000
Diagnosis:9ccs5:HIV infectn:0.353
Maternal Diagnosis:9ccs67:Subst-r mntl:0.353
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.353
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.353
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.353
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.353
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.353
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.353
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.353
Maternal Lab History: HEMOGLOBIN A-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.586 [0.172 2.000] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.693
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.382
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.292
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.248
Maternal Lab History: GLOBULIN-otherPregnancy:-0.211
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:-0.207
Maternal Diagnosis:9ccs153:GI hemorrhag-otherPregnancy:-0.193
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.187
Maternal Lab History: PH-otherPregnancy:0.177
Maternal Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 1.393 [0.639 3.036] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs128:Asthma:1.000
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.247
Maternal Diagnosis:9ccs181:Ot preg comp:0.203
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.183
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.183
Maternal Diagnosis:9ccs140:Gastritis:0.175
Maternal Diagnosis:9ccs245:Syncope-otherPregnancy:0.175
Maternal Diagnosis:9ccs215:gu cong anom:0.175
Newborn Diagnosis:9ccs252:Fatigue:0.175
Newborn Diagnosis:9ccs229:Fx arm:0.175
Maternal Procedure History:J7300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: nan [ nan nan] | indivs AUC:0.486
Correlated most with:
Maternal Procedure History:J7300-postPregnancy:1.000
Maternal Procedure History:58300-postPregnancy:0.742
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.341
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.247
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.208
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.205
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.196
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.190
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.182
Maternal Lab History: CREATININE-postPregnancy:0.169
Maternal Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect:1.000
Maternal Diagnosis:9ccs72:Anxiety dx:0.353
Newborn Diagnosis:9ccs252:Fatigue:0.353
Maternal Lab History: COLONY COUNT-postPregnancy:0.330
Lab:294495 LEAD, BLOOD - LMC:0.251
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.202
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.155
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.130
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.124
Maternal Diagnosis:9ccs128:Asthma:0.117
Maternal Lab History: GLOBULIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.519 [0.180 1.492] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: GLOBULIN-postPregnancy:1.000
Maternal Lab History: A/G-postPregnancy:-0.893
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.272
Maternal Procedure History:87880-postPregnancy:0.264
Maternal Lab History: Immunoglobulin E-postPregnancy:0.245
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.245
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.242
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.234
Maternal Lab History: CHLORIDE-postPregnancy:-0.215
Maternal Lab History: VLDL-postPregnancy:0.212
Maternal Lab History: ANION GAP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.152 [0.595 2.231] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: ANION GAP-otherPregnancy:1.000
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.351
Maternal Lab History: TP PERIOD-otherPregnancy:0.338
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.327
Maternal Lab History: SODIUM-otherPregnancy:0.303
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.302
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.302
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.299
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.296
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.258
Maternal Lab History: VLDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 69 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: VLDL-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.584
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.502
Maternal Lab History: AST (SGOT)-postPregnancy:0.428
Maternal Lab History: GLUCOSE-postPregnancy:0.313
Maternal Lab History: CHOLESTEROL-postPregnancy:0.299
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.277
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.277
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.277
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.277
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 1.500 [0.777 2.895] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.381
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.367
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.354
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.344
Maternal Lab History: CREATININE-otherPregnancy:-0.330
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.260
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.238
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.224
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.219
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 1.365 [0.484 3.852] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:1.000
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.238
Maternal Lab History: PTT-otherPregnancy:-0.223
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.221
Diagnosis:9ccs2604:E Codes: Fire/burn:0.213
Diagnosis:10ccs238:Complic proc:0.213
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.210
Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.205
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.202
Maternal Lab History: TP PERIOD-otherPregnancy:0.192
Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.469
Newborn Diagnosis:9ccs219:Low birth wt:0.467
Newborn Diagnosis:9ccs253:Allergy:0.271
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264
Newborn Diagnosis:9ccs256:Exam/eval:0.214
Newborn Diagnosis:9ccs222:Perint jaund:0.213
Maternal Lab History: ESTRIOL-postPregnancy:0.187
Maternal Lab History: URINE CULTURE-postPregnancy:0.186
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.181
Maternal Lab History: BUN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.964 [0.457 2.032] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: BUN-postPregnancy:1.000
Maternal Lab History: SODIUM-postPregnancy:0.266
Maternal Lab History: BUN-otherPregnancy:0.252
Maternal Lab History: ALBUMIN-postPregnancy:0.192
Maternal Lab History: MUMPS IGG-postPregnancy:-0.190
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.190
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.183
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.181
Maternal Lab History: CALCIUM-postPregnancy:0.178
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.174
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 0.914 [0.647 1.292] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.946
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.885
Maternal Lab History: CREATININE-otherPregnancy:-0.727
Maternal Procedure History:99000-otherPregnancy:-0.595
Maternal Procedure History:90656-otherPregnancy:-0.558
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.496
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.484
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.466
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.414
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.584 [0.225 1.515] | indivs AUC:0.516
Correlated most with:
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:1.000
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.290
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.280
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.261
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.238
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.236
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.233
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.218
Maternal Procedure History:81025-postPregnancy:0.218
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.217
Maternal Lab History: A/G-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.374 [0.113 1.237] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: A/G-postPregnancy:1.000
Maternal Lab History: GLOBULIN-postPregnancy:-0.893
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.297
Maternal Lab History: IRON % SATURATION-postPregnancy:0.297
Maternal Procedure History:90656-postPregnancy:0.275
Maternal Lab History: Immunoglobulin E-postPregnancy:-0.274
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.266
Maternal Procedure History:87880-postPregnancy:-0.245
Maternal Lab History: TWIN B CRL-postPregnancy:-0.238
Maternal Lab History: TWIN B NT-postPregnancy:-0.238
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.391 [0.049 3.099] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:1.000
Maternal Diagnosis:9ccs86:Cataract-postPregnancy:0.315
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.314
Maternal Procedure History:90801-postPregnancy:0.290
Maternal Lab History: PTT-otherPregnancy:0.244
Maternal Lab History: INR-otherPregnancy:0.231
Maternal Procedure History:97035-postPregnancy:-0.224
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.224
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.224
Maternal Lab History: TSH-postPregnancy:0.224
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 55 | OR_unadj: 0.593 [0.278 1.267] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.281
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.278
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.266
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.241
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.236
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.225
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.220
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.219
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.214
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:1.000
Maternal Lab History: TWIN B NT-postPregnancy:0.446
Maternal Lab History: TWIN B CRL-postPregnancy:0.446
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.391
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.389
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.363
Maternal Lab History: HCG-otherPregnancy:-0.357
Maternal Lab History: INHMOM-otherPregnancy:-0.345
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.286
Maternal Lab History: APF MoM-otherPregnancy:-0.270
Maternal Procedure History:90772-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:90772-postPregnancy:1.000
Maternal Procedure History:J1055-postPregnancy:0.651
Newborn Diagnosis:9ccs91:Other eye dx:-0.251
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.209
Lab:323854 CULTURE FECES - Sunrise:-0.193
Maternal Procedure History:86701-postPregnancy:0.177
Maternal Lab History: PATIENT-postPregnancy:0.176
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.171
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.153
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.148
Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:1.000
Diagnosis:9ccs96:Hrt valve dx:0.228
Diagnosis:9ccs213:Cardiac anom:0.225
Diagnosis:9ccs105:Conduction:0.222
Newborn Diagnosis:9ccs106:Dysrhythmia:0.222
Newborn Diagnosis:9ccs239:Superfic inj:0.222
Newborn Diagnosis:9ccs97:Carditis:0.222
Newborn Diagnosis:9ccs104:Oth heart dx:0.222
Newborn Diagnosis:9ccs200:Oth skin dx:0.220
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.204
Maternal Lab History: NO. OF FETUSES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: nan [ nan nan] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: NO. OF FETUSES-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.440
Maternal Lab History: CREATININE-postPregnancy:0.435
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.313
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.308
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.290
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.283
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.282
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.265
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.262
Maternal Procedure History:99401-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.062 [0.423 2.663] | indivs AUC:0.494
Correlated most with:
Maternal Procedure History:99401-postPregnancy:1.000
Maternal Procedure History:86703-postPregnancy:0.504
Maternal Procedure History:99401-otherPregnancy:0.483
Maternal Procedure History:81000-postPregnancy:0.343
Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.263
Maternal Procedure History:99000-postPregnancy:0.236
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.215
Maternal Procedure History:86703-otherPregnancy:0.211
Maternal Procedure History:36415-postPregnancy:0.201
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.197
Maternal Lab History: INHMOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: INHMOM-postPregnancy:1.000
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.705
Maternal Lab History: INHMOM-otherPregnancy:0.604
Maternal Lab History: HCG-otherPregnancy:0.600
Maternal Lab History: APF MoM-otherPregnancy:0.580
Maternal Lab History: NT MoM-otherPregnancy:0.553
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.548
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.497
Maternal Lab History: HCG-postPregnancy:0.492
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.456
Maternal Procedure History:86703-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 108 | OR_unadj: 1.090 [0.489 2.427] | indivs AUC:0.489
Correlated most with:
Maternal Procedure History:86703-otherPregnancy:1.000
Maternal Procedure History:99401-otherPregnancy:0.463
Maternal Procedure History:86703-postPregnancy:0.421
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.315
Maternal Procedure History:99401-postPregnancy:0.211
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.206
Maternal Procedure History:90656-otherPregnancy:-0.180
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.178
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.178
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.178
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.650 [0.249 1.700] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:1.000
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.273
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.259
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.248
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.246
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.232
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.229
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.219
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.216
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.201
Maternal Procedure History:96372-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 38 | OR_unadj: 0.542 [0.122 2.411] | indivs AUC:0.484
Correlated most with:
Maternal Procedure History:96372-postPregnancy:1.000
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.312
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.255
Maternal Lab History: PAPP-A MoM-postPregnancy:0.236
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.212
Maternal Lab History: NT MoM-postPregnancy:0.195
Diagnosis:9ccs55:Fluid/elc dx:0.168
Newborn Diagnosis:9ccs213:Cardiac anom:0.156
Diagnosis:9ccs163:Other GU dx:0.144
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.132
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:1.000
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.325
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:-0.295
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.268
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.264
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.264
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.264
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.264
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.264
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.264
Maternal Lab History: PH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.469 [0.107 2.059] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: PH-otherPregnancy:1.000
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.325
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.302
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.261
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.250
Maternal Lab History: URIC ACID-otherPregnancy:-0.245
Maternal Procedure History:59430-postPregnancy:0.237
Maternal Lab History: MAGNESIUM-otherPregnancy:0.223
Maternal Lab History: PT-otherPregnancy:0.213
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.199
Maternal Lab History: BETA HCG FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 0.951 [0.410 2.208] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: BETA HCG FREE-otherPregnancy:1.000
Maternal Lab History: hCG MoM-otherPregnancy:0.803
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.478
Maternal Lab History: ESTRIOL-otherPregnancy:-0.299
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.261
Maternal Lab History: BETA HCG FREE-postPregnancy:0.244
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.213
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.202
Maternal Lab History: FASTING-postPregnancy:-0.192
Maternal Lab History: AFP-otherPregnancy:-0.192
Maternal Lab History: FERRITIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: FERRITIN-postPregnancy:1.000
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.431
Maternal Lab History: AST (SGOT)-otherPregnancy:0.364
Maternal Lab History: BILE ACIDS-otherPregnancy:0.327
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.243
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.220
Maternal Procedure History:81025-otherPregnancy:0.215
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.208
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.208
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.208
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.848 [0.761 10.659] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:1.000
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.442
Maternal Diagnosis:9ccs237:Complic devi-postPregnancy:0.333
Maternal Diagnosis:9ccs1:Tuberculosis-postPregnancy:0.333
Maternal Procedure History:85018-postPregnancy:0.323
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.245
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.234
Maternal Diagnosis:9ccs96:Hrt valve dx-otherPregnancy:0.234
Maternal Procedure History:76830-postPregnancy:0.233
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.190
Maternal Lab History: FREE T-4-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 0.234 [0.031 1.775] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: FREE T-4-postPregnancy:1.000
Maternal Lab History: FREE T3-postPregnancy:0.446
Maternal Lab History: FOLATE-postPregnancy:0.323
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.297
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.297
Maternal Lab History: VITAMIN B-12-postPregnancy:0.264
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.252
Maternal Diagnosis:9ccs48:Thyroid dsor:0.250
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.229
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:-0.227
Maternal Procedure History:J7302-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.505
Correlated most with:
Maternal Procedure History:J7302-postPregnancy:1.000
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.674
Maternal Lab History: UIBC-postPregnancy:0.443
Maternal Lab History: FREE T-4-postPregnancy:-0.155
Maternal Procedure History:58300-postPregnancy:0.148
Maternal Lab History: BASOPHIL-postPregnancy:0.130
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.126
Maternal Lab History: MONOS-postPregnancy:-0.120
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.102
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.095
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.882 [0.358 2.174] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:1.000
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.411
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.301
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.263
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.256
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.252
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.233
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.230
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.229
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.226
Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs75:Hx mental dx:1.000
Maternal Diagnosis:9ccs133:Oth low resp:0.315
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.257
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.138
Maternal Lab History: ALT-otherPregnancy:0.132
Diagnosis:9ccs113:Late eff CVD:0.127
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.115
Maternal Procedure History:96372-postPregnancy:0.111
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.090
Maternal Procedure History:97110-postPregnancy:-0.089
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.703 [0.412 1.198] | indivs AUC:0.492
Correlated most with:
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.359
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.329
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.324
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.297
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.280
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.280
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.279
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.278
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.273
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.782 [0.714 4.448] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:1.000
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.363
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.261
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.249
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.242
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.225
Maternal Procedure History:81000-otherPregnancy:0.218
Maternal Diagnosis:9ccs83:Epilepsy/cnv-otherPregnancy:0.217
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.217
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.217
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.503 [0.114 2.221] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:1.000
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.578
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.413
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.413
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.337
Maternal Procedure History:93005-otherPregnancy:0.296
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.292
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.292
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.238
Maternal Procedure History:93005-postPregnancy:0.234
Maternal Lab History: PAPP-A-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.181 [0.427 3.271] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: PAPP-A-postPregnancy:1.000
Diagnosis:9ccs109:Acute CVD:0.331
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.235
Maternal Lab History: APF MoM-postPregnancy:-0.216
Maternal Lab History: TEST NAME-otherPregnancy:0.210
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.196
Maternal Lab History: PAPP-A MoM-postPregnancy:0.191
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.191
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.182
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.173
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.880 [0.621 1.247] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.946
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.883
Maternal Lab History: CREATININE-otherPregnancy:-0.738
Maternal Procedure History:99000-otherPregnancy:-0.600
Maternal Procedure History:90656-otherPregnancy:-0.532
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.498
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.480
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.465
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.430
Maternal Lab History: ESTRIOL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: ESTRIOL-otherPregnancy:1.000
Maternal Lab History: AFP-otherPregnancy:0.561
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.404
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.319
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:0.313
Maternal Lab History: IRON-otherPregnancy:0.310
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.299
Maternal Lab History: hCG MoM-otherPregnancy:-0.276
Maternal Lab History: MONOCYTE-otherPregnancy:0.275
Maternal Lab History: ESTRIOL-postPregnancy:0.273
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Diagnosis:9ccs2619:e codes: other specified- nec:0.230
Diagnosis:9ccs239:Superfic inj:0.184
Diagnosis:9ccs137:Mouth dx:0.165
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.163
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.163
Newborn Diagnosis:9ccs134:Ot uppr resp:0.163
Diagnosis:9ccs155:Other GI dx:0.145
Maternal Lab History: LEAD LEVEL-postPregnancy:0.136
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.122
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:1.000
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.382
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.342
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.331
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.329
Lab:294048 STOOL CULTURE - LMC:-0.310
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.295
Maternal Lab History: PTT-otherPregnancy:0.293
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.289
Maternal Lab History: INR-otherPregnancy:0.278
Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs8:Oth infectns:1.000
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:0.217
Maternal Diagnosis:9ccs9:Sexual Infxs:0.217
Maternal Lab History: FASTING-postPregnancy:0.171
Maternal Lab History: FASTING-otherPregnancy:0.162
Diagnosis:9ccs2603:E Codes: Fall:0.132
Diagnosis:9ccs2620:E Codes: Unspecified:0.122
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.122
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.122
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.117
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.678 [0.924 7.766] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:1.000
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.442
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.266
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.266
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.266
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.266
Maternal Diagnosis:9ccs1:Tuberculosis-postPregnancy:0.266
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:0.266
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.266
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.266
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:295490 17 HYDROXYPROGESTERONE - LMC:-1.000
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:1.000
Maternal Diagnosis:9ccs159:UTI:0.317
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.307
Newborn Diagnosis:9ccs221:Resp distres:-0.197
Diagnosis:9ccs153:GI hemorrhag:0.155
Diagnosis:9ccs219:Low birth wt:0.130
Diagnosis:9ccs258:Other screen:-0.117
Diagnosis:9ccs215:gu cong anom:-0.079
Diagnosis:9ccs137:Mouth dx:-0.077
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.519 [0.180 1.492] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:1.000
Maternal Lab History: CALCIUM-otherPregnancy:0.244
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.221
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.210
Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.208
Maternal Lab History: O2 SATURATION-postPregnancy:0.206
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.195
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.191
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.190
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.186
Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs105:Conduction:0.500
Diagnosis:9ccs117:Ot circul dx:0.220
Newborn Diagnosis:9ccs253:Allergy:0.187
Diagnosis:9ccs219:Low birth wt:0.178
Diagnosis:9ccs47:Ot bnign neo:0.155
Diagnosis:9ccs48:Thyroid dsor:0.130
Diagnosis:9ccs211:Ot conn tiss:0.107
Newborn Diagnosis:9ccs219:Low birth wt:0.089
Maternal Diagnosis:9ccs184:Early labor:0.085
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.815 [0.231 2.873] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:1.000
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.302
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.286
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.279
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:0.249
Newborn Diagnosis:9ccs68:Senil/org mn:0.249
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.249
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.200
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.184
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.184
Maternal Lab History: GLUCOSE POCT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: GLUCOSE POCT-postPregnancy:1.000
Diagnosis:9ccs181:Ot preg comp:0.505
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:-0.446
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:-0.446
Diagnosis:9ccs52:Nutrit defic:-0.258
Lab:294495 LEAD, BLOOD - LMC:-0.239
Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.223
Maternal Lab History: TP VOLUME-postPregnancy:-0.198
Maternal Diagnosis:9ccs0:No DX:-0.173
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.165
Maternal Procedure History:58300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 87 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Maternal Procedure History:58300-postPregnancy:1.000
Maternal Procedure History:J7300-postPregnancy:0.742
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.458
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.305
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.228
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.212
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.210
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.205
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.196
Maternal Diagnosis:9ccs159:UTI-postPregnancy:-0.174
Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs163:Other GU dx:1.000
Maternal Diagnosis:9ccs200:Oth skin dx:0.288
Newborn Diagnosis:9ccs161:Ot dx kidney:0.202
Diagnosis:9ccs145:Int obstruct:0.164
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.164
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.164
Diagnosis:9ccs159:UTI:0.164
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Maternal Procedure History:96372-postPregnancy:0.144
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.125
Newborn Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs55:Fluid/elc dx:1.000
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.577
Newborn Diagnosis:9ccs161:Ot dx kidney:0.407
Maternal Lab History: Varicella IgG-postPregnancy:-0.178
Diagnosis:9ccs163:Other GU dx:0.164
Newborn Diagnosis:9ccs221:Resp distres:0.157
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.124
Newborn Diagnosis:9ccs222:Perint jaund:0.121
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.111
Newborn Diagnosis:9ccs256:Exam/eval:0.109
Maternal Procedure History:90656-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: nan [ nan nan] | indivs AUC:0.482
Correlated most with:
Maternal Procedure History:90656-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.558
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.532
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.519
Maternal Lab History: CREATININE-otherPregnancy:0.467
Maternal Procedure History:99000-otherPregnancy:0.349
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.289
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.278
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.260
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.249
Maternal Lab History: NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: NEUTROPHIL-postPregnancy:1.000
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.487
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.257
Maternal Lab History: MONOCYTE-postPregnancy:0.253
Maternal Diagnosis:9ccs96:Hrt valve dx:-0.227
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.223
Maternal Lab History: TEST NAME-otherPregnancy:-0.209
Lab:292147 TSH - Sunrise:0.201
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.193
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.173
Maternal Procedure History:J1055-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.502
Correlated most with:
Maternal Procedure History:J1055-postPregnancy:1.000
Maternal Procedure History:90772-postPregnancy:0.651
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.382
Maternal Procedure History:81025-postPregnancy:0.321
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.270
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.202
Maternal Lab History: PATIENT-postPregnancy:0.171
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.165
Lab:323854 CULTURE FECES - Sunrise:-0.156
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.152
Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.494
Correlated most with:
Lab:294205 TSH REFLEX TO FT4 - LMC:1.000
Lab:294147 FREE T4 - LMC:-0.386
Diagnosis:9ccs204:Ot joint dx:0.350
Maternal Lab History: 2 HOUR-postPregnancy:-0.188
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.153
Maternal Diagnosis:9ccs61:Sickle cell:0.126
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.108
Maternal Lab History: TEST NAME-otherPregnancy:-0.098
Maternal Lab History: WEIGHT-postPregnancy:0.096
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.700 [0.339 1.446] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:1.000
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.302
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.302
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.277
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.261
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.249
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.248
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.247
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.246
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.236
Maternal Diagnosis:9ccs84:Headache/mig | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs84:Headache/mig:1.000
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.318
Maternal Lab History: RUBELLA-postPregnancy:0.151
Diagnosis:9ccs133:Oth low resp:0.103
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.093
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.093
Diagnosis:9ccs47:Ot bnign neo:0.087
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.086
Maternal Diagnosis:9ccs192:Umbil cord:0.086
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.086
Maternal Diagnosis:9ccs253:Allergy-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.280
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.248
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.247
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.243
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.212
Maternal Diagnosis:9ccs245:Syncope-otherPregnancy:0.212
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.212
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.212
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.205
Maternal Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs106:Dysrhythmia:1.000
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.191
Lab:294495 LEAD, BLOOD - LMC:0.155
Maternal Diagnosis:9ccs181:Ot preg comp:0.152
Maternal Diagnosis:9ccs143:Abdom hernia:0.152
Maternal Diagnosis:9ccs238:Complic proc:0.139
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.122
Diagnosis:9ccs52:Nutrit defic:0.122
Diagnosis:9ccs214:GI cong anom:0.105
Maternal Diagnosis:9ccs96:Hrt valve dx:0.105
Maternal Procedure History:90471-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.499
Correlated most with:
Maternal Procedure History:90471-otherPregnancy:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.262
Maternal Procedure History:96372-otherPregnancy:0.256
Maternal Lab History: 1 HOUR-otherPregnancy:0.252
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.243
Maternal Procedure History:97803-otherPregnancy:0.237
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.225
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.210
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.204
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.202
Maternal Lab History: AFP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 0.500 [0.174 1.434] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: AFP-otherPregnancy:1.000
Maternal Lab History: ESTRIOL-otherPregnancy:0.561
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.460
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.340
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.312
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.312
Maternal Lab History: WEIGHT-otherPregnancy:-0.248
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.240
Maternal Lab History: AFP-postPregnancy:0.234
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:0.229
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:1.000
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.615
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.615
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.615
Maternal Lab History: IRON-postPregnancy:-0.599
Maternal Lab History: FOLATE-postPregnancy:-0.542
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.435
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.429
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.429
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.407
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:1.000
Maternal Lab History: URINE CULTURE-postPregnancy:0.292
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.288
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.288
Maternal Diagnosis:9ccs172:Ovarian cyst:0.288
Maternal Lab History: LEAD LEVEL-postPregnancy:0.237
Maternal Procedure History:86701-otherPregnancy:0.237
Maternal Procedure History:86701-postPregnancy:0.205
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.202
Maternal Diagnosis:9ccs229:Fx arm-postPregnancy:0.202
Maternal Procedure History:97110-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:97110-postPregnancy:1.000
Maternal Procedure History:97001-postPregnancy:0.849
Maternal Procedure History:97530-postPregnancy:-0.687
Maternal Procedure History:97112-postPregnancy:0.672
Maternal Procedure History:J3301-postPregnancy:0.493
Maternal Procedure History:20550-postPregnancy:0.493
Maternal Lab History: RET ABS-postPregnancy:-0.493
Maternal Lab History: RET %-postPregnancy:-0.493
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.403
Maternal Procedure History:97140-postPregnancy:-0.401
Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs238:Complic proc:1.000
Maternal Lab History: TP PERIOD-otherPregnancy:0.541
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.517
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.487
Lab:306854 PLATELET COUNT - Sunrise:0.413
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.412
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.407
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.407
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.407
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.257
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 0.194 [0.026 1.461] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:1.000
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.396
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.327
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.323
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.304
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.268
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.255
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.238
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.228
Maternal Diagnosis:10ccs48:Thyroid dsor-postPregnancy:0.228
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.206 [0.027 1.553] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:1.000
Maternal Lab History: NT MoM-postPregnancy:0.220
Maternal Lab History: INHMOM-postPregnancy:-0.209
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.203
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.165
Diagnosis:9ccs9:Sexual Infxs:0.165
Maternal Lab History: POLYS-postPregnancy:-0.163
Maternal Lab History: PAPP-A-postPregnancy:-0.162
Maternal Lab History: NTQR-LOCATION ID-postPregnancy:0.158
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.153
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 0.754 [0.310 1.834] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.437
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.346
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.256
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.254
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.250
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.231
Maternal Diagnosis:9ccs186:DM in preg:0.230
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.227
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.216
Maternal Lab History: MATERNAL WEIGHT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.660 [0.191 2.278] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:1.000
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.507
Maternal Lab History: PATIENT-postPregnancy:0.428
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.414
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.358
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.327
Maternal Lab History: Immunoglobulin E-postPregnancy:0.292
Lab:294199 BILIRUBIN SCAN - LMC:-0.288
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.283
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.264
Maternal Procedure History:90656-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.508
Correlated most with:
Maternal Procedure History:90656-postPregnancy:1.000
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.403
Maternal Lab History: HCG-otherPregnancy:0.342
Maternal Lab History: NT MoM-otherPregnancy:0.333
Maternal Lab History: INHMOM-otherPregnancy:0.324
Maternal Lab History: INHMOM-postPregnancy:0.324
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.317
Maternal Lab History: APF MoM-otherPregnancy:0.312
Maternal Procedure History:90471-postPregnancy:0.303
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.289
Maternal Lab History: PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 55 | OR_unadj: 0.756 [0.216 2.644] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: PH-postPregnancy:1.000
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.314
Maternal Lab History: GFR Calculation-otherPregnancy:0.191
Maternal Lab History: GFR in African American-otherPregnancy:0.190
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.184
Diagnosis:9ccs120:Hemmorhoids:0.184
Maternal Lab History: PH-otherPregnancy:0.179
Maternal Lab History: Varicella IgG-postPregnancy:-0.179
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.159
Maternal Diagnosis:9ccs159:UTI-postPregnancy:-0.157
Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs98:HTN:1.000
Maternal Diagnosis:9ccs182:Hemorr preg:0.217
Newborn Diagnosis:9ccs215:gu cong anom:0.139
Diagnosis:9ccs215:gu cong anom:0.106
Newborn Diagnosis:9ccs256:Exam/eval:0.097
Newborn Diagnosis:9ccs219:Low birth wt:0.095
Maternal Diagnosis:9ccs184:Early labor:0.091
Diagnosis:9ccs58:Ot nutrit dx:0.075
Diagnosis:9ccs239:Superfic inj:0.074
Maternal Diagnosis:9ccs191:Amnios dx:0.074
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.472
Diagnosis:9ccs159:UTI:0.225
Newborn Diagnosis:9ccs161:Ot dx kidney:0.218
Newborn Diagnosis:9ccs162:Ot dx bladdr:0.154
Diagnosis:9ccs66:Alchl-r mntl:0.154
Diagnosis:9ccs162:Ot dx bladdr:0.154
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.154
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.154
Diagnosis:9ccs115:Aneurysm:0.154
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.670 [0.229 1.964] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:1.000
Maternal Lab History: NT MoM-postPregnancy:0.910
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.363
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.282
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.266
Maternal Procedure History:96372-postPregnancy:0.255
Maternal Lab History: NT MoM-otherPregnancy:0.244
Maternal Lab History: HCG-postPregnancy:0.230
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.222
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.203
Maternal Lab History: HEMOGLOBIN A-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.770
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.534
Diagnosis:9ccs120:Hemmorhoids:-0.534
Maternal Lab History: GFR in African American-otherPregnancy:-0.390
Maternal Lab History: GFR Calculation-otherPregnancy:-0.390
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.382
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.377
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.336
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.317
Maternal Procedure History:S9470-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.705 [0.203 2.448] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:S9470-otherPregnancy:1.000
Maternal Procedure History:S9470-postPregnancy:0.430
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.249
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.176
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.160
Newborn Diagnosis:9ccs95:Oth nerv dx:0.149
Maternal Procedure History:99401-otherPregnancy:0.146
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.144
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.144
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.144
Maternal Diagnosis:9ccs149:Biliary dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs149:Biliary dx:1.000
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.305
Maternal Diagnosis:9ccs200:Oth skin dx:0.301
Maternal Diagnosis:9ccs97:Carditis:0.301
Maternal Lab History: Alk Phos-postPregnancy:0.288
Maternal Diagnosis:9ccs130:Pleurisy:0.211
Maternal Lab History: ESTRIOL-postPregnancy:0.206
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:-0.175
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.171
Maternal Lab History: ALT-postPregnancy:0.160
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.270 [0.035 2.072] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:1.000
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.354
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.266
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.266
Diagnosis:10ccs238:Complic proc:0.266
Diagnosis:9ccs2604:E Codes: Fire/burn:0.266
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.236
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.236
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.235
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.220
Maternal Lab History: HCG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.542 [0.122 2.411] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: HCG-postPregnancy:1.000
Maternal Lab History: INHMOM-postPregnancy:0.492
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.483
Maternal Lab History: HCG-otherPregnancy:0.468
Maternal Lab History: NT MoM-otherPregnancy:0.435
Maternal Lab History: INHMOM-otherPregnancy:0.424
Maternal Lab History: APF MoM-otherPregnancy:0.415
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.413
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.379
Maternal Lab History: NT MoM-postPregnancy:0.364
Maternal Lab History: NT MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.527 [0.156 1.782] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: NT MoM-postPregnancy:1.000
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.910
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.456
Maternal Lab History: NT MoM-otherPregnancy:0.446
Maternal Lab History: HCG-otherPregnancy:0.404
Maternal Lab History: APF MoM-otherPregnancy:0.374
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.367
Maternal Lab History: HCG-postPregnancy:0.364
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.359
Maternal Lab History: INHMOM-otherPregnancy:0.337
Maternal Lab History: NO. OF FETUSES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: NO. OF FETUSES-otherPregnancy:1.000
Maternal Lab History: HCG-otherPregnancy:0.807
Maternal Lab History: NT MoM-otherPregnancy:0.790
Maternal Lab History: INHMOM-otherPregnancy:0.775
Maternal Lab History: APF MoM-otherPregnancy:0.763
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.730
Maternal Lab History: INHMOM-postPregnancy:0.705
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.615
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.610
Maternal Lab History: TWIN B CRL-postPregnancy:-0.555
Maternal Lab History: APF MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.503 [0.114 2.221] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: APF MoM-postPregnancy:1.000
Maternal Lab History: INHMOM-postPregnancy:0.358
Maternal Lab History: APF MoM-otherPregnancy:0.302
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.291
Maternal Lab History: INHMOM-otherPregnancy:0.284
Maternal Lab History: TWIN B NT-postPregnancy:0.275
Maternal Lab History: TWIN B CRL-postPregnancy:0.275
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.267
Maternal Lab History: HCG-otherPregnancy:0.267
Maternal Lab History: NT MoM-otherPregnancy:0.265
Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs140:Gastritis:1.000
Maternal Diagnosis:9ccs212:Ot bone dx:0.194
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.157
Maternal Procedure History:90472-postPregnancy:0.146
Maternal Lab History: MONOCYTE-postPregnancy:0.139
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.135
Diagnosis:9ccs153:GI hemorrhag:0.113
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.100
Diagnosis:9ccs213:Cardiac anom:0.098
Maternal Lab History: BICARBONATE-postPregnancy:-0.095
Maternal Lab History: ABSOLUTE BASO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: ABSOLUTE BASO-postPregnancy:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.691
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.490
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.488
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.472
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.407
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:0.399
Maternal Lab History: 1 HOUR-otherPregnancy:0.386
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.361
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.361
Maternal Diagnosis:9ccs159:UTI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.527 [0.156 1.782] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:1.000
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.342
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.302
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.293
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.274
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.258
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.257
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.251
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.238
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.229
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.921 [0.372 2.279] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:1.000
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.275
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.261
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.246
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.245
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.241
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.236
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.228
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.224
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.216
Maternal Procedure History:90472-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.505
Correlated most with:
Maternal Procedure History:90472-postPregnancy:1.000
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.430
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.371
Maternal Procedure History:20550-postPregnancy:-0.370
Maternal Procedure History:J3301-postPregnancy:-0.370
Maternal Procedure History:90746-postPregnancy:0.298
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.262
Maternal Lab History: VLDL-otherPregnancy:-0.229
Maternal Lab History: PT-postPregnancy:0.189
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.168
Maternal Procedure History:99000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 110 | OR_unadj: nan [ nan nan] | indivs AUC:0.514
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.608
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.600
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.595
Maternal Lab History: CREATININE-otherPregnancy:0.549
Maternal Procedure History:90656-otherPregnancy:0.349
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.338
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.337
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.296
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.278
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 1.639 [0.796 3.377] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.512
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.330
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.328
Maternal Lab History: CREATININE-otherPregnancy:-0.285
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.264
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.264
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.252
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.249
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.238
Maternal Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs0:No DX:1.000
Maternal Procedure History:97112-postPregnancy:-0.268
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.173
Maternal Procedure History:97530-postPregnancy:0.167
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.127
Maternal Diagnosis:9ccs196:Nml preg/del:-0.119
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.111
Maternal Procedure History:J7300-postPregnancy:-0.109
Maternal Lab History: EOSINOPHIL-postPregnancy:0.106
Maternal Lab History: AFP-postPregnancy:0.103
Maternal Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs159:UTI:1.000
Maternal Diagnosis:9ccs97:Carditis:0.447
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.317
Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.317
Maternal Diagnosis:9ccs130:Pleurisy:0.315
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.194
Newborn Diagnosis:9ccs219:Low birth wt:0.167
Diagnosis:9ccs219:Low birth wt:0.158
Maternal Diagnosis:9ccs149:Biliary dx:0.131
Maternal Diagnosis:9ccs184:Early labor:0.117
Maternal Lab History: FIBRINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: FIBRINOGEN-postPregnancy:1.000
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.317
Newborn Diagnosis:9ccs91:Other eye dx:0.297
Maternal Lab History: FREE T3-postPregnancy:-0.270
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.256
Maternal Lab History: URINE PROTEIN-postPregnancy:0.215
Maternal Lab History: LACTIC ACID-postPregnancy:0.175
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.171
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.166
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.163
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:1.000
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.577
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.577
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.577
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.463
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.407
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.332
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.287
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.287
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.234
Maternal Lab History: 1 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: 1 HOUR-otherPregnancy:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.559
Maternal Lab History: 2 HOUR-otherPregnancy:0.521
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.432
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.413
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.395
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.386
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.381
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.357
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.357
Maternal Diagnosis:9ccs159:UTI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.036 [0.539 1.992] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs159:UTI-postPregnancy:1.000
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.302
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.261
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.243
Maternal Lab History: CREATININE-postPregnancy:-0.222
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.214
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.212
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.201
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.194
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.193
Lab:295490 17 HYDROXYPROGESTERONE - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:295490 17 HYDROXYPROGESTERONE - LMC:1.000
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-1.000
Maternal Diagnosis:9ccs159:UTI:-0.317
Lab:297262 HEMOGLOBIN (HEMOCUE):0.307
Newborn Diagnosis:9ccs221:Resp distres:0.197
Diagnosis:9ccs153:GI hemorrhag:-0.155
Diagnosis:9ccs219:Low birth wt:-0.130
Diagnosis:9ccs258:Other screen:0.117
Diagnosis:9ccs215:gu cong anom:0.079
Diagnosis:9ccs137:Mouth dx:0.077
Maternal Lab History: MAGNESIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: MAGNESIUM-postPregnancy:1.000
Maternal Lab History: URIC ACID-postPregnancy:0.340
Maternal Lab History: Alk Phos-postPregnancy:0.335
Maternal Lab History: LDH-postPregnancy:0.333
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.297
Maternal Lab History: ALBUMIN-postPregnancy:-0.290
Maternal Lab History: CALCIUM-postPregnancy:-0.274
Maternal Lab History: TEST NAME-postPregnancy:-0.272
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.252
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.249
Maternal Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs117:Ot circul dx:1.000
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.407
Newborn Diagnosis:9ccs191:Amnios dx:0.257
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.257
Maternal Lab History: MONOCYTE-postPregnancy:-0.214
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.201
Maternal Diagnosis:9ccs60:Acut p-h anm:0.122
Maternal Procedure History:58300-postPregnancy:-0.118
Maternal Lab History: RDW-postPregnancy:0.115
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.105
Maternal Procedure History:59430-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: nan [ nan nan] | indivs AUC:0.489
Correlated most with:
Maternal Procedure History:59430-postPregnancy:1.000
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.352
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.340
Maternal Lab History: T-3(Total)-postPregnancy:0.306
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.257
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.257
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.257
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.240
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.240
Maternal Lab History: PH-otherPregnancy:0.237
Maternal Lab History: URINE PROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: URINE PROTEIN-otherPregnancy:1.000
Maternal Lab History: TP PERIOD-otherPregnancy:0.658
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.629
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.594
Lab:306854 PLATELET COUNT - Sunrise:0.504
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.501
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.498
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.498
Diagnosis:9ccs238:Complic proc:0.407
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.315
Maternal Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.478 [0.142 1.606] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs259:Unclassified:1.000
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.199
Maternal Diagnosis:10ccs48:Thyroid dsor-postPregnancy:0.199
Diagnosis:9ccs230:Fx leg:0.199
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.138
Maternal Lab History: GLUCOSE-otherPregnancy:0.121
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.111
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.111
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.111
Maternal Lab History: O2 SATURATION-postPregnancy:-0.111
Maternal Lab History: URIC ACID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: URIC ACID-postPregnancy:1.000
Maternal Lab History: LDH-postPregnancy:0.404
Maternal Lab History: MAGNESIUM-postPregnancy:0.340
Maternal Lab History: LACTIC ACID-postPregnancy:-0.260
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:-0.257
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.205
Maternal Lab History: LDL-postPregnancy:-0.197
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.196
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.192
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.191
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.183 [0.552 2.537] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:1.000
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.355
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.284
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.277
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.260
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.258
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.258
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.250
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.237
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.234
Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs5:HIV infectn:0.464
Maternal Diagnosis:9ccs67:Subst-r mntl:0.464
Maternal Diagnosis:9ccs69:Affective dx:0.232
Maternal Diagnosis:9ccs5:HIV infectn:0.164
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.105
Diagnosis:9ccs234:Crush injury:-0.098
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.084
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.083
Maternal Lab History: A/G-postPregnancy:-0.080
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.080
Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.503
Correlated most with:
Newborn Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs213:Cardiac anom:0.441
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.257
Diagnosis:9ccs104:Oth heart dx:0.257
Newborn Diagnosis:9ccs97:Carditis:0.257
Newborn Diagnosis:9ccs239:Superfic inj:0.257
Newborn Diagnosis:9ccs104:Oth heart dx:0.257
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.235
Diagnosis:9ccs96:Hrt valve dx:0.208
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.180
Maternal Lab History: RET ABS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: RET %-postPregnancy:1.000
Maternal Lab History: RET ABS-postPregnancy:1.000
Maternal Procedure History:97530-postPregnancy:0.577
Maternal Procedure History:97112-postPregnancy:-0.530
Maternal Procedure History:J3301-postPregnancy:-0.500
Maternal Procedure History:20550-postPregnancy:-0.500
Maternal Procedure History:97035-postPregnancy:-0.500
Maternal Procedure History:97110-postPregnancy:-0.493
Maternal Procedure History:97140-postPregnancy:0.474
Maternal Lab History: IRON-postPregnancy:-0.472
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.289 [0.408 4.071] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:1.000
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.323
Maternal Lab History: PROGESTERONE-postPregnancy:0.323
Maternal Lab History: PROLACTIN-postPregnancy:-0.317
Maternal Lab History: PH-otherPregnancy:-0.302
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.244
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.220
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.209
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.205
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.205
Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs147:Anal/rectal:1.000
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.249
Diagnosis:9ccs120:Hemmorhoids:0.249
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.214
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.200
Maternal Lab History: PTT-otherPregnancy:0.193
Maternal Lab History: GFR in African American-otherPregnancy:0.184
Maternal Lab History: GFR Calculation-otherPregnancy:0.184
Maternal Lab History: INR-otherPregnancy:0.183
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.174
Maternal Lab History: LEAD LEVEL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: LEAD LEVEL-postPregnancy:1.000
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.409
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.289
Maternal Lab History: GFR in African American-postPregnancy:0.248
Maternal Lab History: GFR Calculation-postPregnancy:0.247
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.237
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.205
Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.185
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.172
Maternal Lab History: ALBUMIN-otherPregnancy:0.157
Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.353
Newborn Diagnosis:9ccs216:Nerv cong an:0.202
Diagnosis:9ccs83:Epilepsy/cnv:0.144
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.114
Lab:295669 BILIRUBIN DIRECT - LMC:-0.113
Diagnosis:9ccs47:Ot bnign neo:0.105
Diagnosis:9ccs166:Oth male gen:0.098
Diagnosis:9ccs216:Nerv cong an:0.097
Diagnosis:9ccs55:Fluid/elc dx:0.093
Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs245:Syncope:1.000
Diagnosis:9ccs83:Epilepsy/cnv:0.243
Diagnosis:9ccs205:Back problem:0.157
Diagnosis:9ccs48:Thyroid dsor:0.151
Newborn Diagnosis:9ccs213:Cardiac anom:0.146
Diagnosis:9ccs96:Hrt valve dx:0.131
Diagnosis:9ccs117:Ot circul dx:0.126
Lab:294203 BILIRUBIN TOTAL - LMC:0.115
Lab:295669 BILIRUBIN DIRECT - LMC:0.088
Diagnosis:9ccs161:Ot dx kidney:0.085
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.815 [0.231 2.873] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:1.000
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.405
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.249
Maternal Diagnosis:10ccs168:PID-postPregnancy:0.249
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.249
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.249
Maternal Lab History: AST (SGOT)-otherPregnancy:0.238
Maternal Lab History: BILE ACIDS-otherPregnancy:0.204
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.194
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.188
Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.363
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.355
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:-0.293
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.207
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.189
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.174
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.172
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.169
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.169
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.883 [0.248 3.146] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:1.000
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.257
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.257
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.257
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.257
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.253
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.230
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.226
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.223
Maternal Lab History: IRON % SATURATION-postPregnancy:0.212
Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:1.000
Maternal Lab History: FREE T3-postPregnancy:-0.208
Maternal Lab History: FIBRINOGEN-postPregnancy:0.132
Maternal Lab History: NTQR-LOCATION ID-postPregnancy:-0.129
Maternal Lab History: MAGNESIUM-postPregnancy:-0.109
Maternal Lab History: FREE T-4-postPregnancy:-0.096
Diagnosis:9ccs141:Ot dx stomch:0.090
Maternal Diagnosis:9ccs188:Pelvic obstr:0.086
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.084
Diagnosis:9ccs205:Back problem:0.082
Maternal Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs62:Coag/hemr dx:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.333
Maternal Diagnosis:9ccs131:Adlt resp fl:0.333
Maternal Diagnosis:9ccs116:Art embolism:0.333
Maternal Procedure History:97530-postPregnancy:-0.273
Maternal Procedure History:97112-postPregnancy:0.250
Maternal Procedure History:20550-postPregnancy:0.236
Maternal Lab History: RET ABS-postPregnancy:-0.236
Maternal Procedure History:J3301-postPregnancy:0.236
Maternal Procedure History:97035-postPregnancy:0.236
Maternal Diagnosis:9ccs131:Adlt resp fl | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs116:Art embolism:1.000
Maternal Diagnosis:9ccs131:Adlt resp fl:1.000
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.447
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.333
Maternal Diagnosis:9ccs238:Complic proc:0.333
Maternal Diagnosis:9ccs46:Bnign ut neo:0.315
Maternal Diagnosis:9ccs60:Acut p-h anm:0.217
Diagnosis:9ccs91:Other eye dx:0.076
Diagnosis:9ccs134:Ot uppr resp:0.074
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.070
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:1.000
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:0.447
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.447
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.364
Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.338
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.315
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.315
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.314
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.302
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.288
Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.498
Correlated most with:
Newborn Diagnosis:9ccs0:No DX:1.000
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.357
Newborn Diagnosis:9ccs94:Other ear dx:-0.355
Maternal Lab History: AST (SGOT)-otherPregnancy:0.252
Maternal Lab History: BILE ACIDS-otherPregnancy:0.228
Lab:306854 PLATELET COUNT - Sunrise:-0.194
Newborn Diagnosis:9ccs218:Liveborn:-0.157
Maternal Procedure History:81025-otherPregnancy:0.152
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.142
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.127
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:1.000
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.301
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.301
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.301
Maternal Diagnosis:9ccs87:Retinal dx-postPregnancy:0.301
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.301
Maternal Lab History: T-4-postPregnancy:-0.243
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.243
Maternal Lab History: LACTIC ACID-postPregnancy:-0.214
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.211
Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs3:Oth bact inf:1.000
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.301
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.301
Lab:297280 GLUCOSE REAGENT STRIP:0.214
Newborn Diagnosis:9ccs63:Wht blood dx:0.211
Diagnosis:9ccs232:Sprain:0.211
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.211
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.211
Diagnosis:9ccs247:Lymph enlarg:0.202
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.168
Maternal Diagnosis:9ccs116:Art embolism | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs116:Art embolism:1.000
Maternal Diagnosis:9ccs131:Adlt resp fl:1.000
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.447
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.333
Maternal Diagnosis:9ccs238:Complic proc:0.333
Maternal Diagnosis:9ccs46:Bnign ut neo:0.315
Maternal Diagnosis:9ccs60:Acut p-h anm:0.217
Diagnosis:9ccs91:Other eye dx:0.076
Diagnosis:9ccs134:Ot uppr resp:0.074
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.070
Maternal Lab History: GFR Calculation-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:1.000
Maternal Lab History: GFR in African American-postPregnancy:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.407
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.393
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.381
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.330
Maternal Lab History: HCG-otherPregnancy:-0.321
Maternal Lab History: NT MoM-otherPregnancy:-0.314
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.309
Maternal Lab History: INHMOM-otherPregnancy:-0.309
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 2.972 [0.902 9.793] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:1.000
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.282
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.282
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.237
Maternal Lab History: 3 HOUR-postPregnancy:-0.235
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:-0.232
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.230
Maternal Procedure History:93005-otherPregnancy:0.202
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.199
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.199
Maternal Diagnosis:9ccs205:Back problem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 0.565 [0.218 1.462] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.367
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.242
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.242
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.234
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.230
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.226
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.215
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.210
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.202
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:1.000
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.438
Maternal Lab History: PAPP-A-otherPregnancy:0.330
Maternal Procedure History:96372-postPregnancy:0.312
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.282
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.268
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.265
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.246
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.243
Maternal Lab History: NTQR-LOCATION ID-postPregnancy:-0.211
Maternal Procedure History:93005-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.503
Correlated most with:
Maternal Procedure History:93005-postPregnancy:1.000
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.567
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.567
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.463
Maternal Procedure History:93005-otherPregnancy:0.407
Maternal Lab History: CPK-postPregnancy:-0.401
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.401
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.401
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.328
Maternal Lab History: 2 HOUR-postPregnancy:0.309
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:1.000
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.315
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.315
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.315
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.315
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.314
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.255
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.255
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.254
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.228
Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.505
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000
Lab:292147 TSH - Sunrise:0.723
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.555
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.491
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.267
Diagnosis:9ccs48:Thyroid dsor:0.258
Maternal Lab History: NEUTROPHIL-postPregnancy:0.257
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.223
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.215
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.202
Maternal Lab History: NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: NEUTROPHIL-otherPregnancy:1.000
Maternal Lab History: NEUTROPHIL-postPregnancy:0.487
Maternal Lab History: URINE CULTURE-otherPregnancy:-0.482
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.327
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.271
Maternal Lab History: WBC-otherPregnancy:0.234
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.204
Maternal Lab History: IRON-otherPregnancy:0.188
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.175
Maternal Lab History: MONOCYTE-postPregnancy:-0.168
Maternal Lab History: Elm Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: Elm Tree IgE-postPregnancy:1.000
Maternal Lab History: Oak Tree IgE-postPregnancy:1.000
Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000
Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000
Maternal Lab History: Maple Tree IgE-postPregnancy:1.000
Maternal Lab History: Birch Tree IgE-postPregnancy:1.000
Maternal Lab History: Peanut IgE-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:-0.231
Maternal Procedure History:90471-postPregnancy:-0.224
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.197
Maternal Lab History: CHLAMYDIA AG RESULT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CHLAMYDIA AG RESULT-postPregnancy:1.000
Maternal Diagnosis:9ccs93:Dizziness:0.500
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.317
Maternal Diagnosis:9ccs196:Nml preg/del:0.214
Maternal Lab History: eGFR-postPregnancy:-0.191
Maternal Lab History: EOSINOPHIL-postPregnancy:0.134
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.119
Diagnosis:9ccs213:Cardiac anom:-0.096
Maternal Lab History: ABS LYMPH-postPregnancy:0.088
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.085
Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: FOLATE-postPregnancy:-0.269
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.222
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.222
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.206
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.190
Maternal Lab History: FREE T-4-postPregnancy:-0.094
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.079
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.076
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.067
Diagnosis:9ccs0:No DX:-0.067
Maternal Lab History: GFR in African American-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:1.000
Maternal Lab History: GFR Calculation-postPregnancy:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.408
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.393
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.382
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.332
Maternal Lab History: HCG-otherPregnancy:-0.321
Maternal Lab History: NT MoM-otherPregnancy:-0.315
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.309
Maternal Lab History: INHMOM-otherPregnancy:-0.309
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:1.000
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.400
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.363
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.315
Diagnosis:9ccs120:Hemmorhoids:0.315
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.274
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.270
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.261
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.255
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.235
Maternal Lab History: URINE PROT. RANDOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:1.000
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.735
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.597
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.582
Newborn Diagnosis:9ccs91:Other eye dx:0.347
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.346
Maternal Lab History: AFP-otherPregnancy:0.312
Maternal Lab History: ESTRIOL-otherPregnancy:0.248
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.245
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.227
Maternal Procedure History:90746-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:90746-postPregnancy:1.000
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.519
Maternal Lab History: PATIENT-postPregnancy:0.437
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.423
Maternal Procedure History:J3301-postPregnancy:-0.367
Maternal Procedure History:20550-postPregnancy:-0.367
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.367
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:-0.330
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:-0.330
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:-0.330
Maternal Diagnosis:9ccs50:DiabMel w/cm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs50:DiabMel w/cm:1.000
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.577
Lab:294199 BILIRUBIN SCAN - LMC:-0.485
Lab:292147 TSH - Sunrise:-0.376
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.356
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.315
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.287
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.278
Maternal Lab History: FREE T3-postPregnancy:0.267
Maternal Lab History: GLUCOSE-postPregnancy:0.231
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:1.000
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.257
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.255
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.227
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.216
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.212
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.207
Maternal Lab History: HERPES II IgG-otherPregnancy:0.183
Maternal Lab History: PROGESTERONE-postPregnancy:-0.183
Maternal Procedure History:76830-postPregnancy:0.181
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.670 [0.229 1.964] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.437
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.400
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.345
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.302
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.287
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.286
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.286
Maternal Lab History: 1 HOUR-otherPregnancy:0.280
Maternal Lab History: CREATININE-otherPregnancy:-0.267
Maternal Lab History: PHOSPHOROUS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: PHOSPHOROUS-postPregnancy:1.000
Maternal Lab History: TEST NAME-postPregnancy:0.691
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.482
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.437
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.347
Maternal Diagnosis:9ccs211:Ot conn tiss:-0.292
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.268
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.245
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.235
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.234
Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs67:Subst-r mntl:0.302
Diagnosis:9ccs5:HIV infectn:0.302
Maternal Diagnosis:9ccs69:Affective dx:0.151
Maternal Diagnosis:9ccs5:HIV infectn:0.107
Maternal Diagnosis:9ccs128:Asthma:-0.097
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.080
Diagnosis:9ccs122:Pneumonia:0.064
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.062
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.062
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.061
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 0.915 [0.395 2.118] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:1.000
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.254
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.250
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.247
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.242
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.236
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.220
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.220
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.213
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.205
Maternal Lab History: HEMOGLOBIN F-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.693
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.453
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.395
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.336
Diagnosis:9ccs120:Hemmorhoids:0.307
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.307
Maternal Lab History: HERPES II IgG-otherPregnancy:0.298
Maternal Lab History: PROGESTERONE-postPregnancy:-0.267
Maternal Lab History: PROLACTIN-postPregnancy:0.266
Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs55:Fluid/elc dx:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.276
Maternal Procedure History:97530-postPregnancy:-0.227
Maternal Procedure History:97112-postPregnancy:0.209
Maternal Lab History: RET ABS-postPregnancy:-0.197
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.197
Maternal Procedure History:J3301-postPregnancy:0.197
Maternal Procedure History:97035-postPregnancy:0.197
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.197
Maternal Procedure History:20550-postPregnancy:0.197
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.306
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.293
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.293
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.246
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.238
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.238
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.238
Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.207
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.207
Maternal Procedure History:85018-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.494
Correlated most with:
Maternal Procedure History:85018-postPregnancy:1.000
Maternal Procedure History:92551-postPregnancy:0.342
Maternal Lab History: BICARBONATE-postPregnancy:-0.339
Maternal Procedure History:76830-postPregnancy:0.337
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.323
Maternal Lab History: BASE DEFICIT-postPregnancy:0.306
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.279
Maternal Procedure History:87880-postPregnancy:0.239
Maternal Lab History: GTT 90 MIN-postPregnancy:-0.200
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.189
Maternal Lab History: CREATININE VOLUME-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:1.000
Maternal Lab History: TP VOLUME-postPregnancy:0.849
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.489
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.437
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.339
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.300
Maternal Lab History: GLUCOSE-postPregnancy:-0.220
Maternal Lab History: TEST NAME-otherPregnancy:0.203
Maternal Lab History: ESTRIOL-postPregnancy:-0.193
Maternal Lab History: VLDL-postPregnancy:-0.188
Maternal Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs244:Other injury:1.000
Maternal Diagnosis:9ccs2:Septicemia:0.707
Diagnosis:9ccs127:COPD:0.089
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.071
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.071
Maternal Diagnosis:9ccs183:HTN in preg:0.066
Diagnosis:9ccs10:Immuniz/scrn:-0.050
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.046
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.046
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.043
Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs6:Hepatitis:1.000
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.220
Maternal Diagnosis:9ccs6:Hepatitis:0.216
Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.195
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.183
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.164
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.129
Maternal Lab History: Alk Phos-otherPregnancy:0.118
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.114
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.108
Maternal Lab History: TSH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: TSH-postPregnancy:1.000
Maternal Procedure History:90801-postPregnancy:0.645
Maternal Lab History: LH-postPregnancy:0.565
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.500
Maternal Lab History: PROGESTERONE-postPregnancy:-0.500
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.500
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.500
Maternal Lab History: A/G RATIO-postPregnancy:-0.500
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.354
Maternal Lab History: T-3(Total)-postPregnancy:-0.350
Diagnosis:9ccs130:Pleurisy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs130:Pleurisy:1.000
Maternal Lab History: A/G-postPregnancy:0.205
Maternal Lab History: PH-postPregnancy:-0.150
Maternal Lab History: GLOBULIN-postPregnancy:-0.150
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.145
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.114
Maternal Lab History: VLDL-postPregnancy:-0.105
Maternal Lab History: POLYS-postPregnancy:0.089
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.088
Maternal Lab History: UREA NITROGEN-postPregnancy:0.085
* Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs245:Syncope:0.243
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.212
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.212
Maternal Diagnosis:9ccs126:Ot up rsp in:0.212
Diagnosis:9ccs70:Schizo/rl dx:0.148
Newborn Diagnosis:9ccs47:Ot bnign neo:0.148
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.148
Diagnosis:9ccs62:Coag/hemr dx:0.144
Diagnosis:9ccs231:Oth fracture:0.119
Diagnosis:9ccs235:Opn wnd head | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs235:Opn wnd head:1.000
Diagnosis:9ccs159:UTI:0.081
Newborn Diagnosis:9ccs256:Exam/eval:0.065
Maternal Diagnosis:9ccs176:Contraceptiv:0.049
Diagnosis:9ccs58:Ot nutrit dx:0.048
Diagnosis:9ccs122:Pneumonia:0.046
Diagnosis:9ccs59:Anemia:0.044
Maternal Diagnosis:9ccs186:DM in preg:0.043
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.037
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.037
Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs167:Breast dx:1.000
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.353
Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.353
Maternal Lab History: TP VOLUME-otherPregnancy:-0.233
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.202
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.174
Maternal Procedure History:90746-postPregnancy:-0.165
Maternal Lab History: PROLACTIN-postPregnancy:0.139
Newborn Diagnosis:9ccs221:Resp distres:0.135
Maternal Lab History: hCG MoM-otherPregnancy:0.129
Lab:294048 STOOL CULTURE - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:294048 STOOL CULTURE - LMC:1.000
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.813
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.364
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.310
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.271
Diagnosis:9ccs153:GI hemorrhag:0.178
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.170
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.158
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.155
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.145
Maternal Lab History: 2 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: 2 HOUR-otherPregnancy:1.000
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.573
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.573
Maternal Lab History: 1 HOUR-otherPregnancy:0.521
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.507
Maternal Procedure History:93005-otherPregnancy:0.448
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.433
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.433
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.433
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.353
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:1.000
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.576
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.431
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.431
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.431
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.431
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.407
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.407
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.351
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.331
Diagnosis:9ccs66:Alchl-r mntl | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs66:Alchl-r mntl:1.000
Diagnosis:9ccs161:Ot dx kidney:0.154
Diagnosis:9ccs159:UTI:0.120
Maternal Diagnosis:9ccs187:Malposition:0.096
Diagnosis:9ccs256:Exam/eval:0.081
Diagnosis:9ccs91:Other eye dx:0.076
Diagnosis:9ccs94:Other ear dx:0.074
Diagnosis:9ccs151:Oth liver dx:0.073
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.045
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.045
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.181 [0.379 3.682] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:1.000
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.332
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.328
Maternal Lab History: INHMOM-postPregnancy:0.292
Maternal Lab History: HCG-otherPregnancy:0.285
Maternal Lab History: NT MoM-otherPregnancy:0.279
Maternal Procedure History:45300-postPregnancy:0.275
Maternal Lab History: INHMOM-otherPregnancy:0.274
Maternal Lab History: APF MoM-otherPregnancy:0.269
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.261
Maternal Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:1.000
Maternal Diagnosis:9ccs149:Biliary dx:0.301
Diagnosis:9ccs163:Other GU dx:0.288
Newborn Diagnosis:9ccs217:Ot cong anom:0.135
Maternal Diagnosis:9ccs184:Early labor:0.091
Diagnosis:9ccs91:Other eye dx:0.076
Diagnosis:9ccs96:Hrt valve dx:0.076
Diagnosis:9ccs239:Superfic inj:0.074
Diagnosis:9ccs4:Mycoses:0.070
Diagnosis:9ccs198:Ot infl skin:0.060
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.391 [0.049 3.099] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:1.000
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.315
Maternal Diagnosis:9ccs245:Syncope-otherPregnancy:0.315
Diagnosis:9ccs109:Acute CVD:0.315
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.282
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.248
Maternal Lab History: TEST NAME-postPregnancy:0.237
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.232
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.224
Maternal Procedure History:97035-postPregnancy:-0.224
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:1.000
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:0.331
Maternal Diagnosis:9ccs190:Fetal distrs-postPregnancy:0.288
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.288
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.288
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.288
Maternal Lab History: VARICELLA IGM-postPregnancy:0.248
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.210
Maternal Lab History: Cockroach IgE-postPregnancy:0.205
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.205
Maternal Lab History: GFR in African American-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: GFR in African American-otherPregnancy:1.000
Maternal Lab History: GFR Calculation-otherPregnancy:1.000
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.732
Diagnosis:9ccs120:Hemmorhoids:0.732
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.623
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.448
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.429
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.421
Maternal Procedure History:81025-otherPregnancy:0.392
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.390
Maternal Procedure History:87880-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.502
Correlated most with:
Maternal Procedure History:87880-postPregnancy:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.447
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.447
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.447
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.447
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.447
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.447
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.447
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.447
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.447
Maternal Procedure History:S9470-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.510
Correlated most with:
Maternal Procedure History:S9470-postPregnancy:1.000
Maternal Procedure History:S9470-otherPregnancy:0.430
Newborn Diagnosis:9ccs95:Oth nerv dx:0.205
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.196
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.196
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.196
Maternal Lab History: APTT-postPregnancy:-0.145
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.144
Newborn Diagnosis:9ccs91:Other eye dx:-0.142
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:-0.142
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:1.000
Maternal Lab History: PROLACTIN-postPregnancy:-0.492
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.379
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.354
Maternal Procedure History:59430-postPregnancy:0.352
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.345
Maternal Lab History: PROGESTERONE-postPregnancy:0.317
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.310
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.274
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.268
Maternal Lab History: A/G-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: A/G-otherPregnancy:1.000
Maternal Lab History: GLOBULIN-otherPregnancy:-0.780
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:0.598
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.598
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.546
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.519
Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.471
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.423
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.409
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.383
Maternal Lab History: ABSOLUTE BASO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.471
Diagnosis:9ccs221:Resp distres:-0.346
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.331
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.326
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.308
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.294
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.276
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.266
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.260
Maternal Lab History: GTT 90 MIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: GTT 90 MIN-postPregnancy:1.000
Diagnosis:9ccs142:Appendicitis:0.851
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.751
Maternal Lab History: GAMMA GT-postPregnancy:0.329
Maternal Procedure History:92551-postPregnancy:-0.293
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.257
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.244
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.241
Maternal Lab History: BICARBONATE-postPregnancy:0.241
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.228
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.756 [0.216 2.644] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.418
Maternal Diagnosis:9ccs48:Thyroid dsor:0.361
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.250
Maternal Lab History: URINE CULTURE-postPregnancy:0.246
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.241
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.241
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.241
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.241
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.241
Maternal Lab History: HEMOGLOBIN F-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HEMOGLOBIN F-postPregnancy:1.000
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.852
Diagnosis:9ccs120:Hemmorhoids:0.852
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.770
Maternal Lab History: GFR in African American-otherPregnancy:0.623
Maternal Lab History: GFR Calculation-otherPregnancy:0.623
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.603
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.506
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.492
Maternal Procedure History:81025-otherPregnancy:0.470
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.977 [0.659 5.935] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:1.000
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.266
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.266
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.266
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.266
Newborn Diagnosis:9ccs252:Fatigue:0.266
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.264
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.238
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.236
Maternal Lab History: AST (SGOT)-otherPregnancy:0.230
Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.508
Correlated most with:
Newborn Diagnosis:9ccs95:Oth nerv dx:1.000
Maternal Procedure History:45300-postPregnancy:0.388
Newborn Diagnosis:9ccs138:Esophgeal dx:0.353
Newborn Diagnosis:9ccs68:Senil/org mn:0.353
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.353
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.289
Maternal Lab History: FREE T-4-otherPregnancy:0.274
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.260
Maternal Lab History: LDL-otherPregnancy:-0.245
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.225
Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs64:Ot hematl dx:1.000
Newborn Diagnosis:9ccs252:Fatigue:0.276
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.276
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.276
Maternal Lab History: COLONY COUNT-postPregnancy:0.214
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.157
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.154
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.135
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.135
Diagnosis:9ccs63:Wht blood dx:0.135
Maternal Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs6:Hepatitis:1.000
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.377
Diagnosis:9ccs120:Hemmorhoids:0.377
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.323
Maternal Lab History: GFR in African American-otherPregnancy:0.277
Maternal Lab History: GFR Calculation-otherPregnancy:0.277
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.266
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.225
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.216
Diagnosis:9ccs6:Hepatitis:0.216
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.335
Maternal Diagnosis:10ccs168:PID-postPregnancy:0.290
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.290
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.250
Maternal Lab History: eGFR-postPregnancy:0.244
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:-0.216
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:-0.216
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.216
Maternal Diagnosis:9ccs217:Ot cong anom:0.193
Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.185
Diagnosis:9ccs145:Int obstruct:0.171
Diagnosis:9ccs51:Ot endo dsor:0.148
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.135
Diagnosis:9ccs240:Burns:0.124
Maternal Diagnosis:9ccs163:Other GU dx:0.119
Maternal Lab History: URINE KETONES-postPregnancy:0.118
Lab:292495 LEAD LEVEL - Sunrise:-0.102
Diagnosis:9ccs151:Oth liver dx:0.096
Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498
Correlated most with:
Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000
Maternal Diagnosis:9ccs245:Syncope:0.367
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.244
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.181
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.173
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.142
Maternal Lab History: GLUCOSE-otherPregnancy:0.125
Diagnosis:9ccs211:Ot conn tiss:-0.124
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.117
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.116
Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.494
Correlated most with:
Lab:294147 FREE T4 - LMC:1.000
Diagnosis:9ccs204:Ot joint dx:-0.434
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.386
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.341
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.241
Maternal Lab History: 2 HOUR-postPregnancy:0.233
Diagnosis:9ccs48:Thyroid dsor:0.232
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.208
Maternal Lab History: T-3(Total)-postPregnancy:-0.207
Maternal Lab History: TEST NAME-otherPregnancy:-0.157
Newborn Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.506
Correlated most with:
Newborn Diagnosis:9ccs216:Nerv cong an:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.577
Maternal Lab History: RET %-postPregnancy:0.409
Maternal Lab History: RET ABS-postPregnancy:0.409
Maternal Lab History: LIPASE-postPregnancy:0.354
Maternal Lab History: CMV AB (IGM)-postPregnancy:0.344
Maternal Lab History: AMYLASE-postPregnancy:0.292
Maternal Lab History: IRON-postPregnancy:-0.244
Diagnosis:9ccs62:Coag/hemr dx:0.202
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.190
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:1.000
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.470
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.461
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.408
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.408
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.408
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.328
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.302
Maternal Procedure History:45300-postPregnancy:-0.299
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.293
Maternal Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs83:Epilepsy/cnv:1.000
Maternal Diagnosis:9ccs155:Other GI dx:0.216
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.206
Maternal Diagnosis:9ccs259:Unclassified:0.111
Newborn Diagnosis:9ccs223:Birth trauma:0.103
Diagnosis:9ccs219:Low birth wt:0.101
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.077
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.077
Diagnosis:9ccs59:Anemia:0.076
Maternal Diagnosis:9ccs183:HTN in preg:0.071
Maternal Lab History: PROGESTERONE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: PROGESTERONE-postPregnancy:1.000
Maternal Lab History: LH-postPregnancy:-0.565
Maternal Lab History: TSH-postPregnancy:-0.500
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.500
Maternal Lab History: PROLACTIN-postPregnancy:-0.494
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.378
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.323
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.317
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.289
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.267
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:1.000
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:-0.327
Diagnosis:9ccs120:Hemmorhoids:-0.286
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.286
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.243
Diagnosis:9ccs2611:E Codes: Natural/environment:-0.231
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.218
Maternal Lab History: GFR in African American-otherPregnancy:-0.209
Maternal Lab History: GFR Calculation-otherPregnancy:-0.209
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.202
Maternal Lab History: CMV AB (IGM)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: CMV AB (IGM)-postPregnancy:1.000
Maternal Lab History: HERPES II IgG-postPregnancy:-0.581
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.535
Maternal Lab History: RET %-postPregnancy:0.421
Maternal Lab History: RET ABS-postPregnancy:0.421
Maternal Procedure History:97803-otherPregnancy:0.389
Maternal Lab History: LIPASE-postPregnancy:0.365
Maternal Lab History: HERPES I IgG-postPregnancy:-0.353
Newborn Diagnosis:9ccs216:Nerv cong an:0.344
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.337
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.503 [0.114 2.221] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:1.000
Maternal Lab History: URINE CULTURE-postPregnancy:0.253
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.249
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.249
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:0.249
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.214
Maternal Procedure History:81025-postPregnancy:0.189
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.186
Maternal Procedure History:90801-postPregnancy:0.183
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.179
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:1.000
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.315
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.315
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.315
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.273
Maternal Lab History: MONOS-postPregnancy:0.266
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.248
Maternal Procedure History:90801-postPregnancy:0.232
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.224
Maternal Procedure History:20550-postPregnancy:-0.224
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:1.000
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.286
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.279
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.261
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.256
Maternal Diagnosis:10ccs189:Prev c-sectn-postPregnancy:0.249
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.249
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.249
Diagnosis:9ccs109:Acute CVD:0.249
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.249
Newborn Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.577
Newborn Diagnosis:9ccs221:Resp distres:0.276
Diagnosis:9ccs213:Cardiac anom:0.132
Diagnosis:9ccs143:Abdom hernia:0.119
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099
Newborn Diagnosis:9ccs94:Other ear dx:-0.098
Newborn Diagnosis:9ccs256:Exam/eval:0.097
Newborn Diagnosis:9ccs219:Low birth wt:0.095
Maternal Diagnosis:9ccs184:Early labor:0.091
Maternal Procedure History:97001-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:97001-postPregnancy:1.000
Maternal Procedure History:97110-postPregnancy:0.849
Maternal Procedure History:97140-postPregnancy:-0.717
Maternal Procedure History:97530-postPregnancy:-0.655
Maternal Procedure History:97112-postPregnancy:0.601
Maternal Lab History: RET ABS-postPregnancy:-0.441
Maternal Procedure History:J3301-postPregnancy:0.441
Maternal Procedure History:20550-postPregnancy:0.441
Maternal Lab History: RET %-postPregnancy:-0.441
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.360
Maternal Diagnosis:9ccs93:Dizziness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs93:Dizziness:1.000
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.707
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.707
Maternal Lab History: CHLAMYDIA AG RESULT-postPregnancy:0.500
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.315
Maternal Lab History: eGFR-postPregnancy:-0.191
Maternal Lab History: EOSINOPHIL-postPregnancy:0.134
Maternal Lab History: ABS LYMPH-postPregnancy:0.088
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.085
Diagnosis:9ccs0:No DX:0.069
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 72 | OR_unadj: 0.848 [0.468 1.537] | indivs AUC:0.484
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.483
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.430
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.422
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.415
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.414
Maternal Procedure History:99000-otherPregnancy:-0.278
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.277
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.272
Maternal Lab History: CREATININE-otherPregnancy:-0.271
Maternal Lab History: PROLACTIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: PROLACTIN-postPregnancy:1.000
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.542
Maternal Lab History: HERPES II IgG-otherPregnancy:0.494
Maternal Lab History: PROGESTERONE-postPregnancy:-0.494
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.492
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.317
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.286
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.267
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.266
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.243
Maternal Lab History: Cottonwood Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: Maple Tree IgE-postPregnancy:1.000
Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000
Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000
Maternal Lab History: Elm Tree IgE-postPregnancy:1.000
Maternal Lab History: Peanut IgE-postPregnancy:1.000
Maternal Lab History: Oak Tree IgE-postPregnancy:1.000
Maternal Lab History: Birch Tree IgE-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:-0.231
Maternal Procedure History:90471-postPregnancy:-0.224
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.197
Maternal Lab History: HBV DNA-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HBV DNA-postPregnancy:1.000
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:-0.343
Maternal Lab History: CPK-postPregnancy:0.242
Maternal Lab History: Cockroach IgE-postPregnancy:-0.242
Maternal Procedure History:36415-postPregnancy:0.227
Maternal Procedure History:90649-postPregnancy:-0.209
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:-0.198
Maternal Procedure History:93005-postPregnancy:-0.194
Maternal Diagnosis:9ccs190:Fetal distrs-postPregnancy:-0.172
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.172
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:1.000
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.400
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.324
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.265
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.253
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.243
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.243
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.234
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.214
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.212
Maternal Lab History: IRON-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: IRON-postPregnancy:1.000
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.641
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.641
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.641
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.599
Maternal Lab History: RET %-postPregnancy:-0.472
Maternal Lab History: RET ABS-postPregnancy:-0.472
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.454
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.425
Maternal Lab History: FERRITIN-otherPregnancy:0.385
Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: FOLATE-postPregnancy:-0.206
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.169
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.169
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.157
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.145
Diagnosis:9ccs76:Meningitis:0.097
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.095
Maternal Lab History: FREE T-4-postPregnancy:-0.072
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.065
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.060
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:1.000
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.611
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.577
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.408
Maternal Diagnosis:10ccs168:PID-postPregnancy:0.408
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.408
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.408
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.408
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.408
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.408
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:1.000
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.301
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.301
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.211
Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.211
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.211
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.171
Diagnosis:9ccs52:Nutrit defic:0.171
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.171
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.171
Maternal Lab History: GLUCOSE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: GLUCOSE-otherPregnancy:1.000
Maternal Lab History: A/G RATIO-postPregnancy:0.412
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.412
Maternal Lab History: 3 HOUR-otherPregnancy:0.308
Maternal Lab History: GFR Calculation-otherPregnancy:-0.279
Maternal Lab History: GFR in African American-otherPregnancy:-0.278
Maternal Lab History: UIBC-postPregnancy:-0.264
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.205
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.205
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.205
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.500
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.471
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.470
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:-0.412
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:-0.412
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.398
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.355
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.294
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.281
Maternal Diagnosis:9ccs1:Tuberculosis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs1:Tuberculosis:1.000
Diagnosis:9ccs165:Inf male gen:0.142
Diagnosis:9ccs244:Other injury:0.139
Maternal Diagnosis:9ccs59:Anemia:0.106
Diagnosis:9ccs122:Pneumonia:0.073
Diagnosis:9ccs4:Mycoses:0.070
Diagnosis:9ccs10:Immuniz/scrn:-0.050
Number of Visits:0.049
Maternal Diagnosis:9ccs190:Fetal distrs:0.043
Diagnosis:9ccs90:Eye infectn:0.041
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:1.000
Maternal Procedure History:J7302-postPregnancy:0.674
Maternal Lab History: UIBC-postPregnancy:0.658
Maternal Lab History: FREE T-4-postPregnancy:-0.227
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.184
Maternal Lab History: EOSINOPHIL-postPregnancy:0.145
Maternal Lab History: AST (SGOT)-postPregnancy:0.110
Maternal Lab History: GLOBULIN-postPregnancy:-0.107
Maternal Lab History: BASOPHIL-postPregnancy:0.101
Maternal Lab History: GLUCOSE-postPregnancy:-0.100
Maternal Lab History: 3 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: 3 HOUR-postPregnancy:1.000
Maternal Lab History: 3 HOUR-otherPregnancy:0.514
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:-0.446
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:-0.446
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.364
Maternal Procedure History:93005-otherPregnancy:-0.320
Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.315
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.315
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.258
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.258
Maternal Lab History: BILE ACIDS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: BILE ACIDS-postPregnancy:1.000
Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.999
Maternal Lab History: CHOLIC ACID-postPregnancy:0.923
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.599
Maternal Procedure History:96372-otherPregnancy:0.504
Diagnosis:9ccs141:Ot dx stomch:0.157
Maternal Procedure History:90471-otherPregnancy:0.153
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.125
Maternal Diagnosis:9ccs182:Hemorr preg:0.114
Maternal Diagnosis:9ccs60:Acut p-h anm:0.114
Lab:297280 GLUCOSE REAGENT STRIP | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:297280 GLUCOSE REAGENT STRIP:1.000
Diagnosis:9ccs232:Sprain:0.500
Diagnosis:9ccs3:Oth bact inf:0.214
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.190
Maternal Lab History: WBC-postPregnancy:0.125
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.121
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.119
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.108
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.106
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.103
Maternal Lab History: URINE CULTURE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:1.000
Maternal Lab History: ESTRIOL-postPregnancy:0.358
Newborn Diagnosis:9ccs136:Teeth dx:0.357
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.292
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.253
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.246
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.239
Maternal Lab History: FREE T-4-postPregnancy:-0.213
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.207
Maternal Lab History: POLYS-postPregnancy:-0.203
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:1.000
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.707
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.353
Maternal Lab History: URIC ACID-postPregnancy:-0.257
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.234
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.222
Newborn Diagnosis:9ccs221:Resp distres:0.194
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.187
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.180
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.174
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:1.000
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.308
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.293
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.276
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.246
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.241
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.231
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.222
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.212
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.207
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:1.000
Diagnosis:9ccs9:Sexual Infxs:0.460
Maternal Procedure History:97803-otherPregnancy:-0.323
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.276
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.272
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.254
Maternal Lab History: POLYS-otherPregnancy:0.227
Maternal Lab History: MONOS-otherPregnancy:-0.224
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.222
Diagnosis:9ccs221:Resp distres:-0.215
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:1.000
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.500
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.346
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.301
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.301
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.301
Lab:321098 OCCULT BLOOD FECES - Sunrise:0.262
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.211
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.196
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.195
Maternal Diagnosis:9ccs153:GI hemorrhag-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs153:GI hemorrhag-otherPregnancy:1.000
Maternal Lab History: GLOBULIN-otherPregnancy:0.495
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.407
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.407
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.360
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.324
Maternal Lab History: COLONY COUNT-otherPregnancy:0.289
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.287
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.266
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.234
Maternal Lab History: AST (SGOT)-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: AST (SGOT)-otherPregnancy:1.000
Maternal Lab History: BILE ACIDS-otherPregnancy:0.769
Maternal Lab History: A/G-otherPregnancy:-0.546
Maternal Procedure History:81025-otherPregnancy:0.472
Maternal Lab History: 1 HOUR-otherPregnancy:-0.432
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.388
Maternal Lab History: FERRITIN-postPregnancy:0.364
Maternal Lab History: GLOBULIN-otherPregnancy:0.327
Maternal Lab History: Alk Phos-otherPregnancy:0.289
Newborn Diagnosis:9ccs0:No DX:0.252
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.181 [0.427 3.271] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.412
Maternal Lab History: CHOLESTEROL-postPregnancy:0.403
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.374
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.305
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.282
Maternal Lab History: VLDL-postPregnancy:0.277
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.250
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.235
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.232
Maternal Lab History: AMYLASE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: AMYLASE-postPregnancy:1.000
Maternal Lab History: LIPASE-postPregnancy:0.845
Maternal Lab History: RET %-postPregnancy:0.357
Maternal Lab History: RET ABS-postPregnancy:0.357
Maternal Lab History: URINE KETONES-postPregnancy:-0.326
Maternal Lab History: CMV AB (IGM)-postPregnancy:0.300
Newborn Diagnosis:9ccs216:Nerv cong an:0.292
Diagnosis:9ccs2:Septicemia:-0.279
Maternal Diagnosis:9ccs196:Nml preg/del:0.223
Maternal Lab History: GAMMA GT-postPregnancy:0.222
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:1.000
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.576
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.500
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.500
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.500
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.499
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.353
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.287
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.287
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.287
Maternal Lab History: GFR Calculation-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: GFR Calculation-otherPregnancy:1.000
Maternal Lab History: GFR in African American-otherPregnancy:1.000
Diagnosis:9ccs120:Hemmorhoids:0.731
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.731
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.623
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.447
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.429
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.421
Maternal Procedure History:81025-otherPregnancy:0.392
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.390
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:1.000
Maternal Diagnosis:10ccs48:Thyroid dsor-postPregnancy:0.577
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.577
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.470
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.407
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.396
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.390
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.356
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.332
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.332
Diagnosis:9ccs236:Opn wnd extr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs236:Opn wnd extr:1.000
Newborn Diagnosis:9ccs95:Oth nerv dx:0.202
Maternal Diagnosis:9ccs196:Nml preg/del:-0.171
Newborn Diagnosis:9ccs213:Cardiac anom:0.146
Diagnosis:9ccs244:Other injury:0.076
Diagnosis:9ccs213:Cardiac anom:0.071
Diagnosis:9ccs125:Bronchitis:0.067
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.050
Newborn Diagnosis:9ccs94:Other ear dx:-0.050
Newborn Diagnosis:9ccs256:Exam/eval:0.049
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:1.000
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.611
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.500
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.500
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.500
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.401
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.353
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.314
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.287
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.287
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:1.000
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.611
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.408
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.408
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.408
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.328
Maternal Lab History: CPK-postPregnancy:0.289
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.287
Diagnosis:9ccs221:Resp distres:0.287
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.255
Maternal Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.361
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.346
Maternal Diagnosis:9ccs72:Anxiety dx:0.301
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.301
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.301
Newborn Diagnosis:9ccs97:Carditis:0.301
Newborn Diagnosis:9ccs104:Oth heart dx:0.301
Newborn Diagnosis:9ccs239:Superfic inj:0.301
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.275
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Newborn Diagnosis:9ccs166:Oth male gen:0.377
Maternal Diagnosis:9ccs96:Hrt valve dx:0.187
Maternal Diagnosis:9ccs253:Allergy:0.187
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.063
Diagnosis:9ccs259:Unclassified:0.056
Diagnosis:9ccs217:Ot cong anom:0.049
Diagnosis:9ccs256:Exam/eval:0.048
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.046
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046
Maternal Lab History: LEAD LEVEL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: LEAD LEVEL-otherPregnancy:1.000
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:-0.754
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.754
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.613
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.533
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:-0.533
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.485
Maternal Lab History: A/G-otherPregnancy:-0.471
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.338
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.335
Diagnosis:9ccs232:Sprain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs232:Sprain:1.000
Lab:297280 GLUCOSE REAGENT STRIP:0.500
Diagnosis:9ccs246:FUO:0.315
Diagnosis:9ccs3:Oth bact inf:0.211
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.202
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.187
Diagnosis:9ccs240:Burns:0.152
Maternal Lab History: WBC-postPregnancy:0.125
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.120
Maternal Lab History: AFP-otherPregnancy:-0.117
Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.514
Correlated most with:
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.265
Maternal Lab History: A/G-postPregnancy:-0.252
Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.236
Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.233
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.216
Maternal Procedure History:90656-postPregnancy:-0.208
Maternal Lab History: GLOBULIN-postPregnancy:0.185
Maternal Procedure History:99000-postPregnancy:-0.130
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.128
Maternal Lab History: URINE SUGAR-otherPregnancy:0.127
Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs242:Poisn ot med:1.000
Diagnosis:9ccs188:Pelvic obstr:0.315
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.315
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.314
Maternal Procedure History:90801-postPregnancy:0.290
Lab:294199 BILIRUBIN SCAN - LMC:-0.266
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.224
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.224
Maternal Lab History: TSH-postPregnancy:0.224
Maternal Lab History: A/G RATIO-postPregnancy:-0.224
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:1.000
Maternal Diagnosis:9ccs212:Ot bone dx:0.707
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.447
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.301
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.249
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.149
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.133
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.127
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.112
Diagnosis:9ccs138:Esophgeal dx:0.111
Maternal Lab History: TIMED URINE CREATININE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.343
Maternal Lab History: TEST NAME-otherPregnancy:0.330
Lab:306617 OCCULT BLOOD TEST (FECAL):0.279
Maternal Lab History: URINE CULTURE-postPregnancy:0.239
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.200
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.191
Maternal Lab History: MUMPS IGG-postPregnancy:0.188
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.166
Maternal Lab History: GLUCOSE-postPregnancy:0.160
Maternal Lab History: HERPES I IgG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: HERPES I IgG-postPregnancy:1.000
Maternal Lab History: HERPES II IgG-postPregnancy:0.592
Maternal Diagnosis:9ccs86:Cataract-postPregnancy:-0.435
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.353
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:-0.308
Maternal Lab History: APTT-postPregnancy:0.299
Diagnosis:9ccs72:Anxiety dx:-0.292
Maternal Lab History: PATIENT-postPregnancy:0.206
Newborn Diagnosis:9ccs155:Other GI dx:0.202
Maternal Lab History: eGFR-postPregnancy:-0.166
Maternal Diagnosis:9ccs89:Blindness-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:1.000
Maternal Diagnosis:9ccs87:Retinal dx-postPregnancy:0.377
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.377
Maternal Lab History: TEST NAME-postPregnancy:0.345
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.339
Maternal Lab History: T-4-postPregnancy:-0.304
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.279
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.266
Maternal Lab History: PHOSPHOROUS-postPregnancy:0.234
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.216
Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.288
Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.205
Newborn Diagnosis:9ccs133:Oth low resp:0.202
Newborn Diagnosis:9ccs216:Nerv cong an:0.164
Diagnosis:9ccs95:Oth nerv dx:0.156
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.143
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.133
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.121
Maternal Lab History: IRON % SATURATION-postPregnancy:0.118
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.962
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.700
Maternal Diagnosis:9ccs96:Hrt valve dx-otherPregnancy:0.664
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.543
Maternal Lab History: ALT-otherPregnancy:0.415
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.398
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.363
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.352
Maternal Lab History: TP VOLUME-otherPregnancy:-0.338
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:1.000
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.500
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.500
Maternal Diagnosis:10ccs168:PID-postPregnancy:0.500
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.500
Maternal Diagnosis:10ccs198:Ot infl skin-postPregnancy:0.500
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.500
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.500
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.499
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.431
Maternal Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd:1.000
Maternal Diagnosis:9ccs72:Anxiety dx:0.377
Maternal Diagnosis:9ccs68:Senil/org mn:0.377
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.216
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.216
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.151
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.138
Maternal Diagnosis:9ccs5:HIV infectn:0.130
Maternal Diagnosis:9ccs7:Viral infect:0.130
Maternal Lab History: MONOCYTE-otherPregnancy:0.119
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:1.000
Maternal Lab History: NT MoM-otherPregnancy:0.869
Maternal Lab History: PAPP-A-otherPregnancy:0.696
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.660
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.622
Maternal Lab History: HCG-otherPregnancy:0.539
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.535
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.505
Maternal Lab History: APF MoM-otherPregnancy:0.390
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.370
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:1.000
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.447
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.447
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.314
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.257
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.257
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.257
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.257
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.236
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.232
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:1.000
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.353
Maternal Lab History: LEAD LEVEL-postPregnancy:0.289
Maternal Lab History: GFR in African American-postPregnancy:0.215
Maternal Lab History: GFR Calculation-postPregnancy:0.214
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.202
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.174
Maternal Lab History: ALBUMIN-otherPregnancy:0.136
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.128
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.118
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:1.000
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.707
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.707
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.707
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.707
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.707
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.707
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.707
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.707
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.707
Maternal Lab History: 3 HOUR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: 3 HOUR-otherPregnancy:1.000
Maternal Lab History: 3 HOUR-postPregnancy:0.514
Maternal Lab History: GLUCOSE-otherPregnancy:0.308
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.249
Maternal Lab History: 2 HOUR-otherPregnancy:0.248
Maternal Lab History: AST (SGOT)-postPregnancy:-0.232
Maternal Lab History: APF MoM-postPregnancy:0.220
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.219
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.216
Maternal Lab History: GLUCOSE-postPregnancy:-0.213
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 0.682 [0.301 1.544] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:1.000
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.367
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.365
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.323
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.318
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.315
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.306
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.280
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.268
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.268
Maternal Lab History: BICARBONATE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: BICARBONATE-postPregnancy:1.000
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.904
Maternal Procedure History:92551-postPregnancy:-0.410
Maternal Procedure History:85018-postPregnancy:-0.339
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.284
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.260
Maternal Procedure History:87880-postPregnancy:-0.260
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.247
Maternal Lab History: GTT 90 MIN-postPregnancy:0.241
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.228
Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:1.000
Maternal Lab History: BILE ACIDS-postPregnancy:0.999
Maternal Lab History: CHOLIC ACID-postPregnancy:0.935
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.572
Maternal Procedure History:96372-otherPregnancy:0.481
Diagnosis:9ccs141:Ot dx stomch:0.150
Maternal Procedure History:90471-otherPregnancy:0.146
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.120
Maternal Lab History: APF MoM-postPregnancy:0.117
Maternal Diagnosis:9ccs182:Hemorr preg:0.109
Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs214:GI cong anom:1.000
Maternal Diagnosis:9ccs6:Hepatitis:0.187
Diagnosis:9ccs141:Ot dx stomch:0.148
Diagnosis:9ccs138:Esophgeal dx:0.106
Maternal Diagnosis:9ccs106:Dysrhythmia:0.105
Maternal Diagnosis:9ccs128:Asthma:0.083
Diagnosis:9ccs127:COPD:0.083
Diagnosis:9ccs217:Ot cong anom:0.075
Diagnosis:9ccs47:Ot bnign neo:0.074
Diagnosis:9ccs197:Skin infectn:0.060
Maternal Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs163:Other GU dx:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.250
Maternal Diagnosis:9ccs175:Ot femal gen:0.234
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:0.202
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.180
Maternal Diagnosis:9ccs238:Complic proc:0.132
Diagnosis:9ccs243:Poisn nonmed:0.119
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.114
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.099
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.098
Maternal Lab History: URINE SUGAR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: URINE SUGAR-postPregnancy:1.000
Maternal Lab History: URINE SUGAR-otherPregnancy:0.835
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.250
Maternal Lab History: ANION GAP-postPregnancy:0.215
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.131
Maternal Lab History: BUN-postPregnancy:-0.110
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.107
Maternal Lab History: ABS LYMPH-otherPregnancy:0.106
Maternal Procedure History:86580-postPregnancy:-0.105
Maternal Lab History: ANION GAP-otherPregnancy:0.101
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:1.000
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.862
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.807
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.635
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.485
Maternal Lab History: LDL-otherPregnancy:0.449
Maternal Lab History: TP VOLUME-otherPregnancy:0.417
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.417
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.389
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.389
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:1.000
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.470
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.470
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:0.333
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:0.333
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.333
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.333
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.333
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.333
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.333
Maternal Lab History: GENTAMICIN PEAK-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: GENTAMICIN PEAK-postPregnancy:1.000
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.516
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.391
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.360
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.325
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.319
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.305
Newborn Diagnosis:9ccs155:Other GI dx:0.276
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.247
Maternal Lab History: WEIGHT-otherPregnancy:0.221
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.977 [0.659 5.935] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:1.000
Maternal Lab History: GAMMA GT-postPregnancy:0.418
Maternal Lab History: ALT-postPregnancy:0.289
Diagnosis:9ccs142:Appendicitis:0.266
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.266
Maternal Diagnosis:9ccs245:Syncope-otherPregnancy:0.266
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.266
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.266
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.266
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.266
Maternal Procedure History:96372-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.505
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:1.000
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.842
Maternal Lab History: BILE ACIDS-postPregnancy:0.504
Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.481
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.325
Diagnosis:9ccs141:Ot dx stomch:0.294
Maternal Procedure History:90471-otherPregnancy:0.256
Maternal Diagnosis:9ccs60:Acut p-h anm:0.213
Maternal Lab History: CHOLIC ACID-postPregnancy:0.206
Maternal Diagnosis:9ccs182:Hemorr preg:0.201
Maternal Lab History: LIPASE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: LIPASE-postPregnancy:1.000
Maternal Lab History: AMYLASE-postPregnancy:0.845
Maternal Lab History: RET %-postPregnancy:0.434
Maternal Lab History: RET ABS-postPregnancy:0.434
Maternal Lab History: CMV AB (IGM)-postPregnancy:0.365
Newborn Diagnosis:9ccs216:Nerv cong an:0.354
Maternal Lab History: URINE KETONES-postPregnancy:-0.322
Diagnosis:9ccs2:Septicemia:-0.293
Maternal Lab History: IRON-postPregnancy:-0.266
Maternal Diagnosis:9ccs196:Nml preg/del:0.234
Maternal Lab History: IRON-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: IRON-otherPregnancy:1.000
Maternal Lab History: FERRITIN-otherPregnancy:0.746
Maternal Lab History: MONOCYTE-otherPregnancy:0.618
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.427
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.427
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.427
Maternal Lab History: ESTRIOL-otherPregnancy:0.310
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.308
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.306
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.302
Maternal Lab History: TRIGLYCERIDE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:1.000
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.833
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.807
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.485
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.454
Maternal Lab History: VLDL-otherPregnancy:0.414
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.397
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.390
Maternal Lab History: COLONY COUNT-otherPregnancy:0.361
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.335
Maternal Lab History: MONOCYTE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: MONOCYTE-postPregnancy:1.000
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.326
Maternal Diagnosis:9ccs96:Hrt valve dx:-0.272
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.261
Maternal Lab History: NEUTROPHIL-postPregnancy:0.253
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.238
Diagnosis:9ccs2611:E Codes: Natural/environment:0.231
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.231
Maternal Diagnosis:9ccs117:Ot circul dx:-0.214
Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.188
Maternal Lab History: UIBC-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: UIBC-postPregnancy:1.000
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.658
Maternal Procedure History:J7302-postPregnancy:0.443
Maternal Procedure History:90801-postPregnancy:-0.423
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.310
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.310
Maternal Lab History: TSH-postPregnancy:-0.310
Maternal Lab History: A/G RATIO-postPregnancy:0.310
Maternal Lab History: GLUCOSE-otherPregnancy:-0.264
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.241
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:1.000
Maternal Lab History: TEST NAME-postPregnancy:-0.396
Maternal Lab History: VITAMIN B-12-postPregnancy:0.367
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.327
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:-0.316
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:-0.308
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.268
Maternal Lab History: PATIENT-postPregnancy:-0.266
Maternal Lab History: IRON % SATURATION-postPregnancy:0.258
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:-0.224
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:1.000
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.577
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.577
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.577
Maternal Lab History: Cockroach IgE-postPregnancy:0.409
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.409
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.399
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.399
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.331
Maternal Lab History: Immunoglobulin E-postPregnancy:0.329
Maternal Diagnosis:9ccs130:Pleurisy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs130:Pleurisy:1.000
Maternal Diagnosis:9ccs97:Carditis:0.707
Maternal Diagnosis:9ccs159:UTI:0.315
Maternal Diagnosis:9ccs149:Biliary dx:0.211
Newborn Diagnosis:9ccs259:Unclassified:0.164
Maternal Diagnosis:9ccs49:DiabMel no c:0.101
Diagnosis:9ccs255:Social admin:-0.072
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066
Newborn Diagnosis:9ccs256:Exam/eval:0.065
Newborn Diagnosis:9ccs219:Low birth wt:0.063
Maternal Lab History: 1 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 3.556 [0.715 17.690] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:1.000
Maternal Lab History: 2 HOUR-postPregnancy:0.636
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.522
Maternal Lab History: 1/2 HOUR-postPregnancy:0.476
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.445
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.445
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.363
Maternal Lab History: 2 HOUR-otherPregnancy:0.337
Maternal Procedure History:93005-otherPregnancy:0.319
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.315
Maternal Lab History: LDH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: LDH-otherPregnancy:1.000
Maternal Lab History: GAMMA GT-otherPregnancy:0.598
Maternal Lab History: eGFR-otherPregnancy:0.251
Maternal Diagnosis:9ccs125:Bronchitis-otherPregnancy:-0.232
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:-0.232
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:-0.232
Maternal Lab History: PTT-otherPregnancy:-0.208
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.201
Maternal Lab History: WBC-otherPregnancy:0.199
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.198
Maternal Lab History: ABSOLUTE EOS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-postPregnancy:1.000
Diagnosis:9ccs109:Acute CVD:0.471
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.407
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.363
Maternal Lab History: GFR in African American-otherPregnancy:-0.353
Maternal Lab History: GFR Calculation-otherPregnancy:-0.352
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.332
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.329
Maternal Lab History: GFR Calculation-postPregnancy:-0.309
Maternal Lab History: GFR in African American-postPregnancy:-0.309
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:1.000
Maternal Lab History: GTT 90 MIN-postPregnancy:0.751
Diagnosis:9ccs142:Appendicitis:0.681
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.411
Maternal Procedure History:92551-postPregnancy:-0.277
Maternal Lab History: GAMMA GT-postPregnancy:0.263
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.231
Maternal Lab History: BICARBONATE-postPregnancy:0.228
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.222
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.209
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:1.000
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.341
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.336
Maternal Diagnosis:9ccs237:Complic devi-postPregnancy:0.276
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:0.276
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.276
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.276
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.276
Newborn Diagnosis:9ccs104:Oth heart dx:0.276
Newborn Diagnosis:9ccs239:Superfic inj:0.276
Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs106:Dysrhythmia:1.000
Newborn Diagnosis:9ccs47:Ot bnign neo:0.353
Newborn Diagnosis:9ccs191:Amnios dx:0.222
Maternal Diagnosis:9ccs48:Thyroid dsor:0.148
Diagnosis:9ccs239:Superfic inj:0.107
Diagnosis:9ccs83:Epilepsy/cnv:0.102
Diagnosis:9ccs258:Other screen:0.076
Diagnosis:9ccs161:Ot dx kidney:0.072
Maternal Diagnosis:9ccs188:Pelvic obstr:0.070
Maternal Diagnosis:9ccs176:Contraceptiv:0.070
Maternal Lab History: BETA-HCG QUANT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:1.000
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.405
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.355
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:-0.303
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:-0.303
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.271
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.250
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.229
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.175
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:-0.175
Maternal Procedure History:90649-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.776 [0.532 5.930] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:90649-postPregnancy:1.000
Maternal Procedure History:90471-postPregnancy:0.419
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.267
Maternal Lab History: Walnut Tree IgE-postPregnancy:-0.231
Maternal Lab History: Peanut IgE-postPregnancy:-0.231
Maternal Lab History: Birch Tree IgE-postPregnancy:-0.231
Maternal Lab History: Elm Tree IgE-postPregnancy:-0.231
Maternal Lab History: Cottonwood Tree IgE-postPregnancy:-0.231
Maternal Lab History: Maple Tree IgE-postPregnancy:-0.231
Maternal Lab History: Oak Tree IgE-postPregnancy:-0.231
Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs5:HIV infectn:-0.403
Maternal Diagnosis:9ccs67:Subst-r mntl:-0.403
Maternal Diagnosis:9ccs69:Affective dx:-0.202
Maternal Diagnosis:9ccs5:HIV infectn:-0.143
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.094
Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.071
Maternal Diagnosis:9ccs49:DiabMel no c:-0.061
Diagnosis:9ccs128:Asthma:0.059
Diagnosis:9ccs10:Immuniz/scrn:0.055
Diagnosis:9ccs198:Ot infl skin:0.055
Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs253:Allergy:1.000
Newborn Diagnosis:9ccs138:Esophgeal dx:0.377
Diagnosis:9ccs219:Low birth wt:0.271
Newborn Diagnosis:9ccs256:Exam/eval:0.218
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.216
Newborn Diagnosis:9ccs219:Low birth wt:0.213
Newborn Diagnosis:9ccs200:Oth skin dx:0.187
Newborn Diagnosis:9ccs222:Perint jaund:0.185
Maternal Diagnosis:9ccs184:Early labor:0.168
Diagnosis:9ccs117:Ot circul dx:0.164
Maternal Lab History: Walnut Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000
Maternal Lab History: Elm Tree IgE-postPregnancy:1.000
Maternal Lab History: Birch Tree IgE-postPregnancy:1.000
Maternal Lab History: Maple Tree IgE-postPregnancy:1.000
Maternal Lab History: Peanut IgE-postPregnancy:1.000
Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000
Maternal Lab History: Oak Tree IgE-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:-0.231
Maternal Procedure History:90471-postPregnancy:-0.224
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.197
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:1.000
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.446
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.386
Maternal Lab History: MUMPS IGG-postPregnancy:0.327
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.295
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.292
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:-0.178
Maternal Procedure History:81000-postPregnancy:-0.147
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.133
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.118
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:1.000
Maternal Lab History: PAPP-A-otherPregnancy:-0.660
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.660
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.499
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.453
Maternal Lab History: NT MoM-otherPregnancy:-0.411
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.307
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.300
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:-0.294
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.248
Diagnosis:9ccs52:Nutrit defic | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs52:Nutrit defic:1.000
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.577
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.577
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.258
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.202
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.199
Maternal Lab History: TP VOLUME-postPregnancy:0.197
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.171
Maternal Lab History: eGFR-postPregnancy:0.169
Maternal Lab History: Alk Phos-postPregnancy:0.162
Maternal Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs2:Septicemia:1.000
Maternal Diagnosis:9ccs244:Other injury:0.707
Maternal Diagnosis:9ccs197:Skin infectn:0.707
Maternal Diagnosis:9ccs121:Oth vein dx:0.707
Maternal Diagnosis:9ccs199:Ulcer skin:0.707
Maternal Diagnosis:9ccs253:Allergy:0.353
Maternal Diagnosis:9ccs211:Ot conn tiss:0.266
Diagnosis:9ccs10:Immuniz/scrn:-0.071
Newborn Diagnosis:9ccs256:Exam/eval:0.065
Diagnosis:9ccs127:COPD:0.058
Maternal Lab History: MONOCYTE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: MONOCYTE-otherPregnancy:1.000
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.697
Maternal Lab History: IRON-otherPregnancy:0.618
Maternal Lab History: BASOPHIL-otherPregnancy:0.294
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.288
Maternal Lab History: ESTRIOL-otherPregnancy:0.275
Maternal Lab History: FERRITIN-otherPregnancy:0.267
Maternal Lab History: MAGNESIUM-otherPregnancy:0.249
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.182
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.176
Maternal Lab History: URINE SUGAR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: URINE SUGAR-otherPregnancy:1.000
Maternal Lab History: URINE SUGAR-postPregnancy:0.835
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.279
Maternal Lab History: ANION GAP-postPregnancy:0.166
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.163
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.163
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.148
Diagnosis:9ccs232:Sprain:-0.120
Maternal Lab History: ABS LYMPH-otherPregnancy:0.105
Maternal Procedure History:81000-otherPregnancy:-0.102
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:1.000
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.509
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.509
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.509
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.509
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.509
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.509
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.509
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.509
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.509
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:1.000
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.923
Maternal Lab History: TP PERIOD-otherPregnancy:0.902
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.718
Lab:306854 PLATELET COUNT - Sunrise:0.603
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.597
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.597
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.594
Diagnosis:9ccs238:Complic proc:0.487
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.378
Maternal Lab History: O2 SATURATION-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: O2 SATURATION-postPregnancy:1.000
Maternal Lab History: PO2-postPregnancy:0.842
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.361
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.357
Maternal Lab History: BASE DEFICIT-postPregnancy:0.347
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.304
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.206
Maternal Lab History: BICARBONATE-postPregnancy:-0.190
Maternal Procedure History:85018-postPregnancy:-0.184
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.183
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:1.000
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.916
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.735
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.489
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.437
Maternal Lab History: TP VOLUME-postPregnancy:0.386
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.246
Newborn Diagnosis:9ccs91:Other eye dx:0.245
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.230
Maternal Lab History: URINE PROTEIN-postPregnancy:0.180
Maternal Lab History: Immunoglobulin E-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: Immunoglobulin E-postPregnancy:1.000
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.576
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.569
Maternal Lab History: PATIENT-postPregnancy:0.486
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.470
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.407
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.357
Maternal Lab History: Cockroach IgE-postPregnancy:0.333
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:0.329
Maternal Procedure History:90746-postPregnancy:0.298
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:1.000
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.654
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.309
Maternal Procedure History:92551-postPregnancy:0.268
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.266
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.235
Maternal Procedure History:90471-postPregnancy:0.231
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.227
Maternal Lab History: BASE DEFICIT-postPregnancy:0.223
Maternal Lab History: BICARBONATE-postPregnancy:-0.220
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:1.000
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.500
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.500
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.500
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.401
Maternal Lab History: MAGNESIUM-otherPregnancy:-0.354
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.353
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.353
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.353
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.315
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.469 [0.107 2.059] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:1.000
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.327
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.293
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.278
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.264
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.241
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.241
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.241
Maternal Diagnosis:9ccs245:Syncope-otherPregnancy:0.241
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.241
Maternal Lab History: ABSOLUTE MONO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: ABSOLUTE MONO-postPregnancy:1.000
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.655
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.649
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.520
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.470
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.301
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:-0.260
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.256
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.241
Diagnosis:9ccs109:Acute CVD:-0.241
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.815 [0.231 2.873] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.341
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.286
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.249
Maternal Diagnosis:9ccs125:Bronchitis-otherPregnancy:0.249
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:0.249
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.249
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.249
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.249
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.249
Maternal Lab History: UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: UREA NITROGEN-otherPregnancy:1.000
Maternal Lab History: GLOBULIN-otherPregnancy:-0.606
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.559
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.472
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.433
Maternal Lab History: 1 HOUR-otherPregnancy:0.413
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.395
Maternal Lab History: A/G-otherPregnancy:0.374
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.350
Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.335
Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Newborn Diagnosis:9ccs136:Teeth dx:1.000
Maternal Lab History: URINE CULTURE-postPregnancy:0.357
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.066
Newborn Diagnosis:9ccs94:Other ear dx:-0.065
Newborn Diagnosis:9ccs256:Exam/eval:0.065
Maternal Diagnosis:9ccs187:Malposition:0.064
Maternal Diagnosis:9ccs190:Fetal distrs:0.061
Maternal Diagnosis:9ccs191:Amnios dx:0.047
Diagnosis:9ccs113:Late eff CVD:0.046
Maternal Lab History: CHOLIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: CHOLIC ACID-postPregnancy:1.000
Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.935
Maternal Lab History: BILE ACIDS-postPregnancy:0.923
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.245
Maternal Procedure History:96372-otherPregnancy:0.206
Maternal Lab History: APF MoM-postPregnancy:0.170
Maternal Lab History: PT-postPregnancy:-0.153
Maternal Procedure History:90649-postPregnancy:-0.152
Maternal Lab History: URIC ACID-postPregnancy:-0.151
Maternal Diagnosis:9ccs149:Biliary dx:0.135
Maternal Lab History: RET %-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: RET ABS-postPregnancy:1.000
Maternal Lab History: RET %-postPregnancy:1.000
Maternal Procedure History:97530-postPregnancy:0.577
Maternal Procedure History:97112-postPregnancy:-0.530
Maternal Procedure History:20550-postPregnancy:-0.500
Maternal Procedure History:J3301-postPregnancy:-0.500
Maternal Procedure History:97035-postPregnancy:-0.500
Maternal Procedure History:97110-postPregnancy:-0.493
Maternal Procedure History:97140-postPregnancy:0.474
Maternal Lab History: IRON-postPregnancy:-0.472
Maternal Lab History: COLONY COUNT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: COLONY COUNT-postPregnancy:1.000
Newborn Diagnosis:9ccs252:Fatigue:0.931
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.417
Maternal Diagnosis:9ccs7:Viral infect:0.330
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.269
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.227
Diagnosis:9ccs64:Ot hematl dx:0.214
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.209
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.206
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.197
Maternal Procedure History:76830-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.510
Correlated most with:
Maternal Procedure History:76830-postPregnancy:1.000
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.514
Maternal Procedure History:85018-postPregnancy:0.337
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.234
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.233
Diagnosis:9ccs221:Resp distres:-0.225
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.209
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.187
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:-0.183
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.181
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.959
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.690
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.675
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.675
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.675
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.675
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.675
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.675
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.675
Maternal Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs95:Oth nerv dx:1.000
Maternal Diagnosis:9ccs211:Ot conn tiss:0.266
Lab:295669 BILIRUBIN DIRECT - LMC:-0.133
Diagnosis:9ccs95:Oth nerv dx:0.098
Lab:294203 BILIRUBIN TOTAL - LMC:-0.071
Diagnosis:9ccs96:Hrt valve dx:0.048
Diagnosis:9ccs239:Superfic inj:0.047
Diagnosis:9ccs151:Oth liver dx:0.046
Diagnosis:9ccs128:Asthma:0.041
Diagnosis:9ccs74:Ot mentl cnd:0.040
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.691
Diagnosis:9ccs120:Hemmorhoids:-0.594
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.594
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.506
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.501
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.500
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.490
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.488
Maternal Lab History: VLDL-otherPregnancy:-0.484
Maternal Diagnosis:9ccs194:Forceps del | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs194:Forceps del:1.000
Diagnosis:9ccs2:Septicemia:0.187
Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.145
Diagnosis:9ccs133:Oth low resp:0.084
Diagnosis:9ccs2603:E Codes: Fall:0.077
Diagnosis:9ccs95:Oth nerv dx:0.065
Maternal Diagnosis:9ccs190:Fetal distrs:0.059
Newborn Diagnosis:9ccs224:Ot perint dx:0.052
Diagnosis:9ccs125:Bronchitis:0.051
Diagnosis:9ccs127:COPD:0.035
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:1.000
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:0.383
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.333
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.333
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.333
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.333
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.253
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.241
Maternal Procedure History:92551-postPregnancy:0.236
Maternal Lab History: CPK-postPregnancy:-0.236
Maternal Lab History: 1/2 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: 1/2 HOUR-postPregnancy:1.000
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.567
Maternal Lab History: 1 HOUR-postPregnancy:0.476
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.312
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.255
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.250
Maternal Lab History: FASTING-postPregnancy:0.211
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.208
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.169
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.167
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:1.000
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.649
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.500
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.494
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.452
Diagnosis:9ccs221:Resp distres:-0.425
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.326
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.285
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.269
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.254
Maternal Lab History: GLOBULIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: GLOBULIN-otherPregnancy:1.000
Maternal Lab History: A/G-otherPregnancy:-0.780
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.606
Maternal Diagnosis:9ccs153:GI hemorrhag-otherPregnancy:0.495
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.404
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.383
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:-0.383
Maternal Lab History: AST (SGOT)-otherPregnancy:0.327
Maternal Lab History: LEAD LEVEL-otherPregnancy:0.314
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.312
Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs2:Septicemia:1.000
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.309
Maternal Lab History: LIPASE-postPregnancy:-0.293
Maternal Lab History: FREE T-4-otherPregnancy:0.293
Maternal Lab History: AMYLASE-postPregnancy:-0.279
Maternal Lab History: LDL-otherPregnancy:-0.262
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.240
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.205
Maternal Diagnosis:9ccs194:Forceps del:0.187
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.168
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:1.000
Maternal Lab History: PAPP-A-otherPregnancy:0.577
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.535
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.438
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.418
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.349
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:-0.299
Maternal Lab History: INHMOM-otherPregnancy:-0.264
Maternal Lab History: NT MoM-otherPregnancy:0.238
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.221
Maternal Procedure History:97140-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:97140-postPregnancy:1.000
Maternal Procedure History:97001-postPregnancy:-0.717
Maternal Procedure History:97530-postPregnancy:0.639
Maternal Procedure History:97014-postPregnancy:0.604
Maternal Procedure History:97112-postPregnancy:-0.503
Maternal Procedure History:20550-postPregnancy:-0.474
Maternal Lab History: RET ABS-postPregnancy:0.474
Maternal Procedure History:J3301-postPregnancy:-0.474
Maternal Lab History: RET %-postPregnancy:0.474
Maternal Procedure History:97110-postPregnancy:-0.401
Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.189
Maternal Procedure History:86703-postPregnancy:-0.121
Maternal Lab History: WEIGHT-postPregnancy:-0.099
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.089
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.089
Maternal Lab History: WEIGHT-otherPregnancy:-0.086
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:-0.086
Maternal Procedure History:99401-postPregnancy:-0.084
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.077
Diagnosis:9ccs259:Unclassified:0.077
Maternal Lab History: Birch Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000
Maternal Lab History: Elm Tree IgE-postPregnancy:1.000
Maternal Lab History: Birch Tree IgE-postPregnancy:1.000
Maternal Lab History: Maple Tree IgE-postPregnancy:1.000
Maternal Lab History: Peanut IgE-postPregnancy:1.000
Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000
Maternal Lab History: Oak Tree IgE-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:-0.231
Maternal Procedure History:90471-postPregnancy:-0.224
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.197
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:1.000
Maternal Procedure History:96372-otherPregnancy:0.842
Maternal Lab History: BILE ACIDS-postPregnancy:0.599
Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.572
Diagnosis:9ccs141:Ot dx stomch:0.262
Maternal Lab History: CHOLIC ACID-postPregnancy:0.245
Maternal Procedure History:90471-otherPregnancy:0.243
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.193
Maternal Diagnosis:9ccs182:Hemorr preg:0.190
Maternal Diagnosis:9ccs60:Acut p-h anm:0.190
Newborn Diagnosis:9ccs162:Ot dx bladdr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs162:Ot dx bladdr:1.000
Diagnosis:9ccs161:Ot dx kidney:0.154
Newborn Diagnosis:9ccs215:gu cong anom:0.139
Diagnosis:9ccs159:UTI:0.120
Maternal Diagnosis:9ccs187:Malposition:0.096
Maternal Diagnosis:9ccs191:Amnios dx:0.074
MatDeliveryAge:-0.043
Diagnosis:9ccs135:Intest infct:0.039
Diagnosis:9ccs125:Bronchitis:0.039
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.033
Maternal Lab History: TEST NAME-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: TEST NAME-postPregnancy:1.000
Maternal Lab History: PHOSPHOROUS-postPregnancy:0.691
Maternal Diagnosis:9ccs216:Nerv cong an-postPregnancy:0.645
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.396
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.361
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.345
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.276
Maternal Lab History: MAGNESIUM-postPregnancy:-0.272
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.237
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.229
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs237:Complic devi-postPregnancy:0.408
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.331
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.287
Maternal Diagnosis:9ccs96:Hrt valve dx-otherPregnancy:0.287
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.287
Maternal Diagnosis:9ccs153:GI hemorrhag-otherPregnancy:0.287
Maternal Lab History: RUBELLA-otherPregnancy:0.284
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.255
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.234
Maternal Lab History: ABSOLUTE EOS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.690
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.627
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:-0.365
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:-0.365
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.355
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.294
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.289
Maternal Lab History: LDL-otherPregnancy:0.281
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.272
Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:1.000
Lab:294147 FREE T4 - LMC:-0.434
Lab:294205 TSH REFLEX TO FT4 - LMC:0.350
Maternal Lab History: PT-otherPregnancy:-0.287
Diagnosis:9ccs211:Ot conn tiss:0.255
Maternal Lab History: URIC ACID-otherPregnancy:0.225
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.205
Maternal Lab History: LDH-otherPregnancy:0.191
Maternal Lab History: 2 HOUR-postPregnancy:-0.179
Maternal Lab History: GAMMA GT-otherPregnancy:-0.162
Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.178
Maternal Lab History: LDL-postPregnancy:0.170
Diagnosis:9ccs55:Fluid/elc dx:-0.124
Diagnosis:9ccs62:Coag/hemr dx:-0.115
Diagnosis:9ccs59:Anemia:0.095
Diagnosis:9ccs117:Ot circul dx:0.091
Maternal Diagnosis:9ccs182:Hemorr preg:0.089
Diagnosis:9ccs136:Teeth dx:0.075
Diagnosis:9ccs259:Unclassified:-0.074
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.071
Maternal Lab History: Peanut IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: Birch Tree IgE-postPregnancy:1.000
Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000
Maternal Lab History: Peanut IgE-postPregnancy:1.000
Maternal Lab History: Oak Tree IgE-postPregnancy:1.000
Maternal Lab History: Elm Tree IgE-postPregnancy:1.000
Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000
Maternal Lab History: Maple Tree IgE-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:-0.231
Maternal Procedure History:90471-postPregnancy:-0.224
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.197
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.959
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.746
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.746
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.746
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.746
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.746
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.746
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.746
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.746
Maternal Diagnosis:9ccs69:Affective dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:1.000
Maternal Diagnosis:9ccs67:Subst-r mntl:0.500
Diagnosis:9ccs5:HIV infectn:0.500
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.500
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.500
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.409
Maternal Procedure History:93005-otherPregnancy:0.359
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.354
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.354
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.287
Newborn Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs138:Esophgeal dx:1.000
Newborn Diagnosis:9ccs253:Allergy:0.377
Newborn Diagnosis:9ccs95:Oth nerv dx:0.353
Maternal Diagnosis:9ccs168:PID:0.228
Newborn Diagnosis:9ccs217:Ot cong anom:0.135
Newborn Diagnosis:9ccs256:Exam/eval:0.097
Diagnosis:9ccs217:Ot cong anom:0.082
Maternal Diagnosis:9ccs176:Contraceptiv:0.077
Diagnosis:9ccs91:Other eye dx:0.076
Diagnosis:9ccs96:Hrt valve dx:0.076
Maternal Lab History: eGFR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: eGFR-otherPregnancy:1.000
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.349
Maternal Diagnosis:9ccs125:Bronchitis-otherPregnancy:-0.299
Maternal Lab History: GAMMA GT-otherPregnancy:0.262
Maternal Lab History: LDH-otherPregnancy:0.251
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:-0.247
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:-0.211
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.205
Maternal Lab History: RUBELLA-otherPregnancy:-0.170
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.163
Maternal Procedure History:92551-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:92551-postPregnancy:1.000
Maternal Lab History: BASE DEFICIT-postPregnancy:0.416
Maternal Lab History: BICARBONATE-postPregnancy:-0.410
Maternal Procedure History:85018-postPregnancy:0.342
Maternal Procedure History:87880-postPregnancy:0.316
Maternal Procedure History:90471-postPregnancy:0.299
Maternal Lab History: GTT 90 MIN-postPregnancy:-0.293
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.277
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.268
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.251
Vital: BP-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs221:Resp distres:0.409
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.348
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.283
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.244
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.237
Maternal Procedure History:76830-postPregnancy:-0.184
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.176
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.173
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.172
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.171
Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.308
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.253
Maternal Diagnosis:9ccs69:Affective dx:-0.235
Maternal Procedure History:93005-otherPregnancy:0.210
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.208
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.196
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.138
Diagnosis:9ccs216:Nerv cong an:-0.134
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.133
Maternal Lab History: 2 HOUR-otherPregnancy:0.126
Maternal Lab History: BAND NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:1.000
Maternal Diagnosis:9ccs84:Headache/mig:0.318
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:-0.302
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.246
Maternal Lab History: TEST NAME-otherPregnancy:0.246
Maternal Lab History: MONOCYTE-postPregnancy:-0.238
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:-0.224
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.224
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.223
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.223
Maternal Lab History: FERRITIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: FERRITIN-otherPregnancy:1.000
Maternal Lab History: IRON-otherPregnancy:0.746
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.606
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.606
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.606
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:-0.429
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.416
Maternal Lab History: IRON-postPregnancy:0.385
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.383
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.372
Maternal Lab History: TP VOLUME-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: TP VOLUME-postPregnancy:1.000
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.849
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.435
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.386
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.341
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.341
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.275
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.270
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.198
Diagnosis:9ccs52:Nutrit defic:0.197
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:1.000
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.446
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.396
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.287
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.257
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.257
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.221
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.216
Newborn Diagnosis:9ccs253:Allergy:0.216
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.202
Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:-0.097
Diagnosis:9ccs0:No DX:-0.086
Lab:294048 STOOL CULTURE - LMC:0.082
Diagnosis:9ccs136:Teeth dx:-0.072
Diagnosis:9ccs94:Other ear dx:-0.064
Diagnosis:9ccs134:Ot uppr resp:-0.064
Diagnosis:9ccs197:Skin infectn:-0.061
Lab:306617 OCCULT BLOOD TEST (FECAL):0.058
Diagnosis:9ccs76:Meningitis:-0.054
Diagnosis:9ccs153:GI hemorrhag:0.054
Maternal Diagnosis:9ccs72:Anxiety dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs72:Anxiety dx:1.000
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.577
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.377
Maternal Diagnosis:9ccs7:Viral infect:0.353
Maternal Diagnosis:9ccs48:Thyroid dsor:0.301
Maternal Diagnosis:9ccs168:PID:0.228
Maternal Diagnosis:9ccs49:DiabMel no c:0.147
Newborn Diagnosis:9ccs256:Exam/eval:0.097
Diagnosis:9ccs256:Exam/eval:0.081
Diagnosis:9ccs4:Mycoses:0.070
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:1.000
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.728
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.643
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:0.643
Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.485
Diagnosis:9ccs120:Hemmorhoids:-0.466
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.466
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.455
Maternal Lab History: GFR Calculation-otherPregnancy:-0.421
Maternal Lab History: GFR in African American-otherPregnancy:-0.421
Maternal Procedure History:90801-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Procedure History:90801-postPregnancy:1.000
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.646
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.645
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.645
Maternal Lab History: TSH-postPregnancy:0.645
Maternal Lab History: A/G RATIO-postPregnancy:-0.645
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.457
Maternal Lab History: T-3(Total)-postPregnancy:-0.452
Maternal Lab History: UIBC-postPregnancy:-0.423
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.323
Maternal Diagnosis:9ccs170:Prolapse | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs170:Prolapse:1.000
Diagnosis:9ccs59:Anemia:0.070
Diagnosis:9ccs4:Mycoses:0.070
Diagnosis:9ccs90:Eye infectn:0.041
Diagnosis:9ccs200:Oth skin dx:0.037
Maternal Diagnosis:9ccs195:Ot compl bir:0.026
Diagnosis:9ccs7:Viral infect:0.026
Newborn Diagnosis:9ccs224:Ot perint dx:0.026
Diagnosis:9ccs92:Otitis media:0.026
Diagnosis:9ccs253:Allergy:0.024
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:1.000
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.707
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.707
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.707
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.707
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.707
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.567
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.499
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.407
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.407
Maternal Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs211:Ot conn tiss:1.000
Maternal Diagnosis:9ccs121:Oth vein dx:0.377
Maternal Diagnosis:9ccs197:Skin infectn:0.377
Maternal Diagnosis:9ccs199:Ulcer skin:0.377
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.292
Maternal Lab History: CPK-postPregnancy:0.268
Maternal Diagnosis:9ccs229:Fx arm-postPregnancy:0.266
Maternal Diagnosis:9ccs225:Joint injury-postPregnancy:0.266
Maternal Diagnosis:9ccs2:Septicemia:0.266
Maternal Diagnosis:9ccs95:Oth nerv dx:0.266
Maternal Lab History: Oak Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: Peanut IgE-postPregnancy:1.000
Maternal Lab History: Maple Tree IgE-postPregnancy:1.000
Maternal Lab History: Birch Tree IgE-postPregnancy:1.000
Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000
Maternal Lab History: Elm Tree IgE-postPregnancy:1.000
Maternal Lab History: Oak Tree IgE-postPregnancy:1.000
Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:-0.231
Maternal Procedure History:90471-postPregnancy:-0.224
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.197
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:1.000
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.333
Maternal Diagnosis:9ccs57:Immunity dx-otherPregnancy:0.288
Maternal Diagnosis:9ccs245:Syncope-otherPregnancy:0.288
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.288
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.288
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.288
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.288
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.288
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.288
Maternal Diagnosis:9ccs128:Asthma-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.089 [0.353 3.359] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:1.000
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.383
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.355
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.327
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.323
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.322
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.301
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.270
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.252
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.250
Maternal Lab History: ABSOLUTE MONO-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.452
Diagnosis:9ccs9:Sexual Infxs:-0.400
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.398
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.395
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.308
Maternal Lab History: MONOS-otherPregnancy:0.307
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.303
Diagnosis:9ccs221:Resp distres:-0.298
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.250
Maternal Lab History: APF MoM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:1.000
Maternal Lab History: INHMOM-otherPregnancy:0.955
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.788
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.763
Maternal Lab History: HCG-otherPregnancy:0.709
Maternal Lab History: NT MoM-otherPregnancy:0.688
Maternal Lab History: INHMOM-postPregnancy:0.580
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.577
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.523
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.523
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:1.000
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.707
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.500
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.333
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.315
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.257
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.249
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.212
Diagnosis:9ccs83:Epilepsy/cnv:0.212
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.184
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:1.000
Maternal Lab History: HCG-otherPregnancy:-0.760
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.746
Maternal Lab History: INHMOM-otherPregnancy:-0.736
Maternal Lab History: PAPP-A-otherPregnancy:0.721
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.615
Maternal Lab History: APF MoM-otherPregnancy:-0.577
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.499
Maternal Lab History: INHMOM-postPregnancy:-0.497
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.418
Maternal Lab History: URIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: URIC ACID-otherPregnancy:1.000
Maternal Lab History: PT-otherPregnancy:-0.735
Maternal Lab History: MAGNESIUM-otherPregnancy:-0.549
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.486
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.486
Maternal Lab History: GAMMA GT-otherPregnancy:-0.479
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.397
Maternal Lab History: INR-otherPregnancy:-0.387
Maternal Lab History: AST-otherPregnancy:-0.384
Maternal Procedure History:93005-otherPregnancy:0.348
Maternal Lab History: T-4-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: T-4-postPregnancy:1.000
Maternal Diagnosis:9ccs87:Retinal dx-postPregnancy:-0.802
Maternal Procedure History:87880-postPregnancy:0.329
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.309
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:-0.304
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.284
Maternal Procedure History:90801-postPregnancy:0.244
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.243
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.239
Maternal Lab History: GFR Calculation-otherPregnancy:0.199
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:1.000
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.569
Maternal Procedure History:90472-postPregnancy:0.430
Maternal Lab History: 1 HOUR-otherPregnancy:-0.381
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:-0.367
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.289
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.276
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.274
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.269
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.260
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:1.000
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000
Maternal Diagnosis:9ccs93:Dizziness:0.707
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.099
Maternal Diagnosis:9ccs183:HTN in preg:0.066
Maternal Diagnosis:9ccs190:Fetal distrs:0.043
Diagnosis:9ccs125:Bronchitis:0.039
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.032
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.031
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.028
Maternal Diagnosis:10ccs253:Allergy-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:1.000
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:1.000
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.813
Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.754
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.707
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.707
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.643
Maternal Lab History: A/G-otherPregnancy:0.598
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.447
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.408
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:1.000
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.998
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.963
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.498
Maternal Lab History: BILE ACIDS-otherPregnancy:0.441
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.329
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:-0.313
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:-0.313
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.306
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.305
Maternal Lab History: VARICELLA IGM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: VARICELLA IGM-postPregnancy:1.000
Maternal Diagnosis:9ccs190:Fetal distrs-postPregnancy:0.856
Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.740
Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.740
Maternal Lab History: LACTIC ACID-postPregnancy:0.289
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.248
Maternal Diagnosis:9ccs215:gu cong anom:-0.239
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.234
Maternal Lab History: ALT-postPregnancy:0.222
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.220
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:1.000
Maternal Lab History: MONOCYTE-otherPregnancy:-0.697
Maternal Lab History: MAGNESIUM-otherPregnancy:-0.445
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.315
Maternal Lab History: IRON-otherPregnancy:-0.275
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.271
Maternal Diagnosis:9ccs51:Ot endo dsor-otherPregnancy:0.217
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:-0.211
Maternal Lab History: URINE CULTURE-otherPregnancy:0.200
Maternal Lab History: BASOPHIL-otherPregnancy:-0.194
Maternal Lab History: NTQR-LOCATION ID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: NTQR-LOCATION ID-postPregnancy:1.000
Lab:295669 BILIRUBIN DIRECT - LMC:0.239
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.211
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.204
Maternal Lab History: HCG-postPregnancy:-0.162
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.158
Maternal Lab History: POLYS-postPregnancy:-0.153
Diagnosis:9ccs219:Low birth wt:0.150
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.129
Diagnosis:9ccs251:Abdomnl pain:-0.129
Newborn Diagnosis:9ccs68:Senil/org mn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs68:Senil/org mn:1.000
Maternal Procedure History:45300-postPregnancy:0.548
Newborn Diagnosis:9ccs95:Oth nerv dx:0.353
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.249
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.249
Maternal Diagnosis:9ccs59:Anemia:0.106
Maternal Lab History: PLATELET COUNT-postPregnancy:0.087
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.076
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.075
Diagnosis:9ccs94:Other ear dx:0.074
Maternal Lab History: Maple Tree IgE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: Peanut IgE-postPregnancy:1.000
Maternal Lab History: Maple Tree IgE-postPregnancy:1.000
Maternal Lab History: Birch Tree IgE-postPregnancy:1.000
Maternal Lab History: Cottonwood Tree IgE-postPregnancy:1.000
Maternal Lab History: Elm Tree IgE-postPregnancy:1.000
Maternal Lab History: Oak Tree IgE-postPregnancy:1.000
Maternal Lab History: Walnut Tree IgE-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:-0.231
Maternal Procedure History:90471-postPregnancy:-0.224
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.197
Maternal Lab History: FREE T-4-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: FREE T-4-otherPregnancy:1.000
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.632
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.605
Maternal Lab History: LDL-otherPregnancy:-0.552
Newborn Diagnosis:9ccs104:Oth heart dx:-0.528
Newborn Diagnosis:9ccs97:Carditis:-0.528
Newborn Diagnosis:9ccs239:Superfic inj:-0.528
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.496
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.374
Maternal Diagnosis:9ccs125:Bronchitis-otherPregnancy:-0.342
Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs221:Resp distres:0.446
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.379
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.308
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.266
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.258
Diagnosis:9ccs123:Influenza:0.207
Maternal Procedure History:76830-postPregnancy:-0.200
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.192
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.188
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.187
Maternal Lab History: LACTIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: LACTIC ACID-postPregnancy:1.000
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.409
Maternal Lab History: VARICELLA IGM-postPregnancy:0.289
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.268
Maternal Lab History: URIC ACID-postPregnancy:-0.260
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.251
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.214
Maternal Lab History: FIBRINOGEN-postPregnancy:0.175
Maternal Lab History: PT-postPregnancy:0.172
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.167
Maternal Procedure History:97014-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:97014-postPregnancy:1.000
Maternal Procedure History:97140-postPregnancy:0.604
Maternal Procedure History:97110-postPregnancy:0.373
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:-0.338
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:-0.338
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.338
Maternal Lab History: GLUCOSE-postPregnancy:-0.295
Lab:294199 BILIRUBIN SCAN - LMC:0.283
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.275
Maternal Lab History: LEAD LEVEL-otherPregnancy:0.254
Newborn Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs134:Ot uppr resp:1.000
Diagnosis:9ccs258:Other screen:0.163
Diagnosis:9ccs137:Mouth dx:0.103
Diagnosis:9ccs136:Teeth dx:0.085
Diagnosis:9ccs91:Other eye dx:0.076
Diagnosis:9ccs239:Superfic inj:0.074
Diagnosis:9ccs94:Other ear dx:0.074
Diagnosis:9ccs113:Late eff CVD:0.073
Diagnosis:9ccs59:Anemia:0.070
Diagnosis:9ccs4:Mycoses:0.070
Lab:323854 CULTURE FECES - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:323854 CULTURE FECES - Sunrise:1.000
Maternal Lab History: CPK-postPregnancy:-0.204
Maternal Procedure History:90772-postPregnancy:-0.193
Maternal Procedure History:J1055-postPregnancy:-0.156
Diagnosis:9ccs153:GI hemorrhag:0.127
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.118
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.109
Maternal Diagnosis:9ccs211:Ot conn tiss:-0.109
Diagnosis:9ccs143:Abdom hernia:0.107
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.102
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:1.000
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.707
Maternal Procedure History:90801-postPregnancy:-0.645
Maternal Lab History: PATIENT-postPregnancy:0.597
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.577
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.531
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.500
Maternal Lab History: TSH-postPregnancy:-0.500
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:-0.500
Maternal Lab History: A/G RATIO-postPregnancy:0.500
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:1.000
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.576
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.333
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.333
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.333
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.333
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.299
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.289
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.288
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.274
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:1.000
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.577
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.577
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.577
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.577
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.577
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.577
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.577
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.577
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.577
Maternal Diagnosis:9ccs1:Tuberculosis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs1:Tuberculosis-postPregnancy:1.000
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.333
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.266
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.167
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.146
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.133
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.102
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.099
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.097
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:0.078
Lab:292147 TSH - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.492
Correlated most with:
Lab:292147 TSH - Sunrise:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.723
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.435
Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.376
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.366
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.228
Maternal Lab History: NEUTROPHIL-postPregnancy:0.201
Maternal Diagnosis:9ccs98:HTN:-0.188
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.183
Newborn Diagnosis:9ccs221:Resp distres:-0.181
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.862
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.833
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.536
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.474
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.461
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.441
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:-0.377
Maternal Lab History: FREE T-4-otherPregnancy:0.374
Maternal Lab History: LDL-otherPregnancy:-0.373
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:1.000
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:1.000
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:1.000
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.802
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.707
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.577
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.577
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.500
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.500
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.408
Lab:294199 BILIRUBIN SCAN - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Lab:294199 BILIRUBIN SCAN - LMC:1.000
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:-0.840
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.517
Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.485
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.480
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.458
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.420
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.404
Maternal Lab History: FREE T3-postPregnancy:-0.388
Maternal Lab History: GLUCOSE-postPregnancy:-0.334
Maternal Lab History: PATIENT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: PATIENT-postPregnancy:1.000
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:0.844
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.783
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:0.597
Maternal Lab History: Immunoglobulin E-postPregnancy:0.486
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.471
Maternal Procedure History:90746-postPregnancy:0.437
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.428
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.426
Maternal Lab History: INR-postPregnancy:0.367
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:1.000
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.500
Lab:321098 OCCULT BLOOD FECES - Sunrise:0.289
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.250
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.234
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.190
Maternal Lab History: URINE KETONES-otherPregnancy:0.185
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.173
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.171
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.169
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:1.000
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:0.707
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.500
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:0.500
Maternal Lab History: HEPATITIS B DNA-postPregnancy:0.500
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.317
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.289
Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.223
Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.221
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.214
Maternal Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs175:Ot femal gen:1.000
Maternal Diagnosis:9ccs163:Other GU dx:0.234
Lab:297262 HEMOGLOBIN (HEMOCUE):0.158
Maternal Procedure History:J7300-postPregnancy:-0.077
Maternal Procedure History:58300-postPregnancy:-0.054
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.053
Maternal Diagnosis:9ccs195:Ot compl bir:0.045
Diagnosis:9ccs136:Teeth dx:0.041
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.040
Diagnosis:9ccs217:Ot cong anom:0.039
Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:1.000
Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:1.000
Maternal Diagnosis:9ccs190:Fetal distrs-postPregnancy:0.865
Maternal Lab History: VARICELLA IGM-postPregnancy:0.740
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:-0.312
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:-0.241
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.235
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.221
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.221
Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.221
Diagnosis:9ccs105:Conduction | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs105:Conduction:1.000
Newborn Diagnosis:9ccs200:Oth skin dx:0.500
Diagnosis:9ccs211:Ot conn tiss:0.222
Diagnosis:9ccs117:Ot circul dx:0.222
Diagnosis:9ccs47:Ot bnign neo:0.158
Diagnosis:9ccs213:Cardiac anom:0.132
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.113
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.113
Diagnosis:9ccs0:No DX:0.103
Diagnosis:9ccs127:COPD:0.089
Maternal Lab History: eGFR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: eGFR-postPregnancy:1.000
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:-0.485
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:-0.485
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.485
Maternal Diagnosis:9ccs86:Cataract-postPregnancy:0.382
Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.352
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.293
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.293
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:0.270
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.244
Vital: HC Percentile-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:0.059
Diagnosis:9ccs122:Pneumonia:0.057
Maternal Diagnosis:9ccs186:DM in preg:-0.054
Diagnosis:9ccs128:Asthma:-0.053
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.051
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.051
Diagnosis:9ccs198:Ot infl skin:-0.049
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.048
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.040
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.040
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs116:Art embolism-postPregnancy:1.000
Maternal Diagnosis:9ccs118:Phlebitis-postPregnancy:1.000
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.333
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.266
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.230
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.165
Maternal Lab History: CHLORIDE-otherPregnancy:-0.150
Maternal Lab History: WBC-otherPregnancy:0.130
Maternal Lab History: RBC-otherPregnancy:0.127
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.125
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:1.000
Maternal Diagnosis:9ccs57:Immunity dx-otherPregnancy:0.408
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.408
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.408
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.408
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.408
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.408
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.408
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.408
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.408
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:1.000
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.353
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.353
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.353
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.264
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.248
Maternal Procedure History:59430-postPregnancy:0.240
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.235
Maternal Lab History: IRON-postPregnancy:-0.227
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.218
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:1.000
Maternal Diagnosis:9ccs120:Hemmorhoids:0.407
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.406
Maternal Procedure History:93005-otherPregnancy:-0.276
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.268
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.257
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.216
Maternal Lab History: ALT-postPregnancy:0.173
Maternal Diagnosis:9ccs149:Biliary dx:0.171
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.171
Maternal Lab History: MUMPS IGG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: MUMPS IGG-postPregnancy:1.000
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.327
Maternal Lab History: BUN-postPregnancy:-0.190
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.188
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.172
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.158
Maternal Lab History: WEIGHT-postPregnancy:0.151
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.126
Maternal Lab History: FERRITIN-postPregnancy:0.124
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.122
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:1.000
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.967
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.963
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.517
Maternal Lab History: BILE ACIDS-otherPregnancy:0.427
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.342
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.317
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.299
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.298
Maternal Procedure History:90746-postPregnancy:-0.295
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:1.000
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.632
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.610
Maternal Lab History: HCG-otherPregnancy:0.508
Maternal Lab History: NT MoM-otherPregnancy:0.497
Maternal Lab History: INHMOM-otherPregnancy:0.488
Maternal Lab History: APF MoM-otherPregnancy:0.480
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.459
Maternal Lab History: INHMOM-postPregnancy:0.456
Maternal Lab History: TP PERIOD-otherPregnancy:0.419
Maternal Lab History: METHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: METHEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.992
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.764
Maternal Lab History: O2 SATURATION-postPregnancy:-0.357
Maternal Lab History: PTT-postPregnancy:0.325
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.309
Maternal Lab History: BICARBONATE-postPregnancy:0.284
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.269
Maternal Lab History: PT-postPregnancy:0.195
Maternal Lab History: CALCIUM-postPregnancy:0.150
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:1.000
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:0.577
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.500
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.500
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.500
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.431
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.407
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:-0.354
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.353
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.353
Maternal Diagnosis:9ccs172:Ovarian cyst | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs172:Ovarian cyst:1.000
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.288
Diagnosis:9ccs95:Oth nerv dx:0.142
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.127
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.112
Maternal Procedure History:87880-postPregnancy:-0.112
Diagnosis:9ccs224:Ot perint dx:0.110
Diagnosis:9ccs0:No DX:0.103
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.099
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.098
Diagnosis:9ccs145:Int obstruct | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs145:Int obstruct:1.000
Lab:297275 STREP RAPID TEST (POCT):0.264
Diagnosis:9ccs89:Blindness:0.211
Diagnosis:9ccs243:Poisn nonmed:0.171
Diagnosis:9ccs163:Other GU dx:0.164
Maternal Diagnosis:9ccs128:Asthma:0.097
Maternal Diagnosis:9ccs192:Umbil cord:0.086
Diagnosis:9ccs250:Nausea/vomit:0.053
Newborn Diagnosis:9ccs219:Low birth wt:0.048
Maternal Diagnosis:9ccs184:Early labor:0.046
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.883 [0.248 3.146] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.346
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.302
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.293
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.289
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.282
Maternal Lab History: GLUCOSE-postPregnancy:0.271
Diagnosis:9ccs142:Appendicitis:0.257
Maternal Diagnosis:9ccs245:Syncope-otherPregnancy:0.257
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.257
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:1.000
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:1.000
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:1.000
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.707
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.663
Maternal Lab History: IRON-postPregnancy:-0.641
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.615
Maternal Lab History: FERRITIN-otherPregnancy:-0.606
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.577
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.577
Maternal Procedure History:93005-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.498
Correlated most with:
Maternal Procedure History:93005-otherPregnancy:1.000
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.717
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.717
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.537
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.507
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.507
Maternal Lab History: 2 HOUR-otherPregnancy:0.448
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.414
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.414
Maternal Procedure History:93005-postPregnancy:0.407
Maternal Lab History: LDL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: LDL-otherPregnancy:1.000
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.911
Maternal Lab History: COLONY COUNT-otherPregnancy:0.564
Maternal Lab History: FREE T-4-otherPregnancy:-0.552
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.449
Maternal Lab History: TP VOLUME-otherPregnancy:0.396
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.373
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.369
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.369
Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.369
Maternal Lab History: LH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: LH-postPregnancy:1.000
Maternal Lab History: TSH-postPregnancy:0.565
Maternal Lab History: PROGESTERONE-postPregnancy:-0.565
Maternal Lab History: AFP-postPregnancy:-0.225
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.146
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.123
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.113
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.102
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.093
Maternal Lab History: MPV-postPregnancy:0.090
Maternal Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx:1.000
Diagnosis:9ccs147:Anal/rectal:0.121
Maternal Diagnosis:9ccs182:Hemorr preg:0.105
Diagnosis:9ccs259:Unclassified:0.083
Diagnosis:9ccs127:COPD:0.083
Diagnosis:9ccs125:Bronchitis:0.078
Diagnosis:9ccs244:Other injury:0.064
Maternal Diagnosis:9ccs181:Ot preg comp:0.054
Diagnosis:9ccs7:Viral infect:0.052
Diagnosis:9ccs138:Esophgeal dx:0.048
Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:294495 LEAD, BLOOD - LMC:1.000
Maternal Diagnosis:9ccs7:Viral infect:0.251
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.239
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.201
Maternal Diagnosis:9ccs106:Dysrhythmia:0.155
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.132
Maternal Lab History: WEIGHT-postPregnancy:0.125
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.104
Diagnosis:9ccs95:Oth nerv dx:-0.103
Newborn Diagnosis:9ccs217:Ot cong anom:0.099
Diagnosis:9ccs254:Rehab | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs254:Rehab:1.000
Diagnosis:9ccs219:Low birth wt:0.126
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066
Newborn Diagnosis:9ccs219:Low birth wt:0.063
Maternal Diagnosis:9ccs184:Early labor:0.060
Diagnosis:9ccs259:Unclassified:0.059
Diagnosis:9ccs125:Bronchitis:0.055
Diagnosis:9ccs217:Ot cong anom:0.053
Diagnosis:9ccs256:Exam/eval:0.052
Diagnosis:9ccs113:Late eff CVD:0.046
Maternal Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs8:Oth infectns:1.000
Diagnosis:9ccs70:Schizo/rl dx:0.707
Maternal Diagnosis:9ccs238:Complic proc:0.333
Diagnosis:9ccs134:Ot uppr resp:0.074
MatDeliveryAge:0.068
Diagnosis:9ccs74:Ot mentl cnd:0.066
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.053
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.053
Diagnosis:9ccs10:Immuniz/scrn:-0.050
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.046
Maternal Lab History: TP PERIOD-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: TP PERIOD-otherPregnancy:1.000
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.956
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.902
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.761
Lab:306854 PLATELET COUNT - Sunrise:0.669
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.662
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.662
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.658
Diagnosis:9ccs238:Complic proc:0.541
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.419
Maternal Diagnosis:9ccs120:Hemmorhoids | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs120:Hemmorhoids:1.000
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.407
Diagnosis:9ccs89:Blindness:0.128
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.116
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.113
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.112
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.097
Maternal Lab History: CHLORIDE-postPregnancy:0.081
Newborn Diagnosis:9ccs259:Unclassified:0.079
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.071
Maternal Lab History: HERPES II IgG-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HERPES II IgG-otherPregnancy:1.000
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:-0.500
Maternal Lab History: PROGESTERONE-postPregnancy:-0.500
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.500
Maternal Lab History: PROLACTIN-postPregnancy:0.494
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.475
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:-0.378
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:-0.354
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.345
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.323
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.342
Diagnosis:9ccs9:Sexual Infxs:0.333
Maternal Lab History: TP PERIOD-otherPregnancy:0.313
Maternal Procedure History:90801-postPregnancy:0.305
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.299
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.282
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.269
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.261
Lab:306854 PLATELET COUNT - Sunrise:0.239
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:1.000
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.654
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.472
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.407
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.363
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.346
Maternal Lab History: AFP-otherPregnancy:0.312
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.287
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.287
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.287
Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy:1.000
Diagnosis:9ccs2604:E Codes: Fire/burn:0.707
Diagnosis:10ccs238:Complic proc:0.707
Maternal Lab History: URINE KETONES-otherPregnancy:0.385
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.287
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.270
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.187
Maternal Lab History: WBC-otherPregnancy:0.184
Maternal Lab History: RUBELLA-otherPregnancy:0.179
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.174
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:1.000
Maternal Procedure History:76830-postPregnancy:0.514
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.407
Maternal Procedure History:85018-postPregnancy:0.279
Diagnosis:9ccs75:Hx mental dx:0.257
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.190
Diagnosis:9ccs141:Ot dx stomch:0.171
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.171
Maternal Lab History: ALT-otherPregnancy:0.170
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.167
Maternal Lab History: PT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: PT-otherPregnancy:1.000
Maternal Lab History: URIC ACID-otherPregnancy:-0.735
Maternal Lab History: INR-otherPregnancy:0.707
Maternal Lab History: MAGNESIUM-otherPregnancy:0.478
Maternal Lab History: GAMMA GT-otherPregnancy:0.442
Maternal Lab History: AST-otherPregnancy:0.331
Diagnosis:9ccs204:Ot joint dx:-0.287
Maternal Lab History: CALCIUM-otherPregnancy:-0.230
Maternal Lab History: PH-otherPregnancy:0.213
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.206
Maternal Lab History: TP VOLUME-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: TP VOLUME-otherPregnancy:1.000
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.764
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.520
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:0.484
Maternal Lab History: CREATININE VOLUME-otherPregnancy:0.484
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.417
Maternal Lab History: LDL-otherPregnancy:0.396
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.388
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.338
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.330
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:1.000
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.461
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.279
Maternal Procedure History:45300-postPregnancy:-0.277
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.216
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.172
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.164
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.162
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.137
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.130
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.992
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.834
Maternal Lab History: O2 SATURATION-postPregnancy:0.361
Maternal Lab History: PTT-postPregnancy:-0.333
Maternal Lab History: BICARBONATE-postPregnancy:-0.260
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:-0.256
Maternal Lab History: BASE DEFICIT-postPregnancy:0.253
Maternal Lab History: PT-postPregnancy:-0.194
Diagnosis:9ccs89:Blindness:0.155
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:1.000
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.500
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.446
Maternal Lab History: PTT-otherPregnancy:0.385
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.376
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.376
Maternal Lab History: INR-otherPregnancy:0.365
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.353
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.353
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.352
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:1.000
Lab:294199 BILIRUBIN SCAN - LMC:-0.840
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.616
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.577
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.546
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.500
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.481
Maternal Lab History: FREE T3-postPregnancy:0.463
Maternal Lab History: GLUCOSE-postPregnancy:0.398
Maternal Procedure History:97014-postPregnancy:-0.338
Maternal Lab History: INHMOM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: INHMOM-otherPregnancy:1.000
Maternal Lab History: APF MoM-otherPregnancy:0.955
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.775
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.756
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.736
Maternal Lab History: HCG-otherPregnancy:0.713
Maternal Lab History: INHMOM-postPregnancy:0.604
Maternal Lab History: NT MoM-otherPregnancy:0.603
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.488
Maternal Lab History: TWIN B CRL-postPregnancy:-0.445
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.577
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.429
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.377
Maternal Lab History: ESTRIOL-otherPregnancy:0.313
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.266
Maternal Lab History: AFP-otherPregnancy:0.229
Diagnosis:9ccs8:Oth infectns:0.217
Maternal Lab History: RDW-otherPregnancy:0.215
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.158
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:1.000
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.746
Maternal Lab History: HCG-otherPregnancy:0.693
Maternal Lab History: NT MoM-otherPregnancy:0.656
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.622
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.424
Maternal Lab History: FERRITIN-otherPregnancy:0.416
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.373
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.373
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.373
Maternal Lab History: PAPP-A-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: PAPP-A-otherPregnancy:1.000
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.721
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.696
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.660
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.577
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.424
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:-0.424
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.424
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.421
Maternal Lab History: INHMOM-otherPregnancy:-0.402
Maternal Lab History: NT MoM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: NT MoM-otherPregnancy:1.000
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.869
Maternal Lab History: HCG-otherPregnancy:0.864
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.790
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.696
Maternal Lab History: APF MoM-otherPregnancy:0.688
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.656
Maternal Lab History: INHMOM-otherPregnancy:0.603
Maternal Lab History: INHMOM-postPregnancy:0.553
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.497
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:1.000
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:1.000
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:1.000
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.802
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.707
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.577
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.577
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.500
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.500
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.408
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:1.000
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.308
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.301
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:0.301
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.301
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.282
Maternal Lab History: TEST NAME-postPregnancy:0.276
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.267
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.259
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.246
Maternal Lab History: VITAMIN B-12-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: VITAMIN B-12-postPregnancy:1.000
Maternal Lab History: FOLATE-postPregnancy:0.610
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.531
Maternal Diagnosis:9ccs245:Syncope-postPregnancy:-0.505
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.464
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.464
Maternal Lab History: PATIENT-postPregnancy:-0.426
Maternal Lab History: IRON % SATURATION-postPregnancy:0.412
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.403
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.367
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:1.000
Maternal Procedure History:97530-postPregnancy:-0.472
Maternal Procedure History:97112-postPregnancy:0.433
Maternal Lab History: RET ABS-postPregnancy:-0.409
Maternal Procedure History:J3301-postPregnancy:0.409
Maternal Procedure History:20550-postPregnancy:0.409
Maternal Procedure History:97035-postPregnancy:0.409
Maternal Lab History: RET %-postPregnancy:-0.409
Maternal Procedure History:97110-postPregnancy:0.403
Maternal Procedure History:97140-postPregnancy:-0.388
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.501 [0.149 1.690] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:1.000
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.366
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.351
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.329
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.280
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.277
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.270
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.265
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.250
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.211
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:1.000
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.707
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.577
Maternal Lab History: RUBELLA-otherPregnancy:0.280
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.276
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.249
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.234
Maternal Lab History: URINE KETONES-otherPregnancy:0.222
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.203
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.193
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:1.000
Maternal Lab History: CREATININE VOLUME-otherPregnancy:1.000
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:-0.866
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:-0.707
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:-0.707
Maternal Lab History: 2 HOUR-otherPregnancy:-0.573
Maternal Procedure History:93005-otherPregnancy:-0.507
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.500
Maternal Lab History: TP VOLUME-otherPregnancy:0.484
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.484
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.577
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:0.408
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.408
Diagnosis:9ccs120:Hemmorhoids:0.408
Maternal Diagnosis:10ccs253:Allergy-postPregnancy:0.408
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.408
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.348
Maternal Lab History: A/G-otherPregnancy:0.309
Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.308
Diagnosis:9ccs231:Oth fracture | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs231:Oth fracture:1.000
Diagnosis:9ccs228:Fx skull fac:0.407
Diagnosis:9ccs229:Fx arm:0.332
Diagnosis:9ccs83:Epilepsy/cnv:0.119
Newborn Diagnosis:9ccs223:Birth trauma:0.103
Diagnosis:9ccs222:Perint jaund:0.067
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.051
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.051
Diagnosis:9ccs257:Ot aftercare:0.046
Diagnosis:9ccs7:Viral infect:0.045
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:1.000
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.407
Diagnosis:9ccs141:Ot dx stomch:0.211
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.211
Newborn Diagnosis:9ccs213:Cardiac anom:0.180
Maternal Lab History: BUN-postPregnancy:0.109
Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.104
Maternal Lab History: ABS LYMPH-postPregnancy:0.101
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.100
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.096
Maternal Procedure History:45300-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.502
Correlated most with:
Maternal Procedure History:45300-postPregnancy:1.000
Newborn Diagnosis:9ccs68:Senil/org mn:0.548
Newborn Diagnosis:9ccs95:Oth nerv dx:0.388
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.299
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.277
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.275
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.157
Maternal Diagnosis:9ccs59:Anemia:0.122
Diagnosis:9ccs234:Crush injury:0.106
Maternal Lab History: AST-postPregnancy:-0.093
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:1.000
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.582
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.536
Maternal Lab History: GENTAMICIN PEAK-postPregnancy:0.516
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.485
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.475
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.454
Newborn Diagnosis:9ccs155:Other GI dx:0.412
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.368
Maternal Lab History: WEIGHT-otherPregnancy:0.330
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:1.000
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.577
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.577
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.577
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.577
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.577
Maternal Diagnosis:10ccs5:HIV infectn-otherPregnancy:0.577
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.577
Maternal Diagnosis:10ccs181:Ot preg comp-otherPregnancy:0.577
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.577
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:1.000
Lab:323825 STREP SCREEN THROAT - Sunrise:0.328
Maternal Procedure History:90656-postPregnancy:0.317
Maternal Lab History: APTT-postPregnancy:-0.274
Diagnosis:9ccs72:Anxiety dx:0.266
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.231
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.219
Maternal Procedure History:93005-postPregnancy:0.215
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.205
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.196
Maternal Lab History: Varicella IgG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:1.000
Maternal Diagnosis:9ccs215:gu cong anom:-0.360
Newborn Diagnosis:9ccs161:Ot dx kidney:-0.218
Maternal Lab History: PH-postPregnancy:-0.179
Newborn Diagnosis:9ccs55:Fluid/elc dx:-0.178
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.151
Maternal Lab History: VARICELLA IGM-postPregnancy:-0.135
Maternal Lab History: GFR in African American-postPregnancy:-0.115
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.114
Maternal Lab History: GFR Calculation-postPregnancy:-0.113
Maternal Lab History: CREATININE CLEARANCE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:1.000
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.654
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.489
Newborn Diagnosis:9ccs91:Other eye dx:-0.466
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.348
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.339
Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.289
Maternal Lab History: TP VOLUME-postPregnancy:0.275
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.226
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.194
Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs61:Sickle cell:1.000
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.287
Maternal Diagnosis:9ccs106:Dysrhythmia:0.105
Diagnosis:9ccs8:Oth infectns:0.105
Diagnosis:9ccs134:Ot uppr resp:0.066
Lab:297262 HEMOGLOBIN (HEMOCUE):0.060
Diagnosis:9ccs128:Asthma:0.058
Newborn Diagnosis:9ccs224:Ot perint dx:0.052
Maternal Diagnosis:9ccs59:Anemia:0.045
Diagnosis:9ccs215:gu cong anom:0.045
Maternal Lab History: FREE T3-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: FREE T3-postPregnancy:1.000
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.463
Newborn Diagnosis:9ccs239:Superfic inj:-0.451
Newborn Diagnosis:9ccs97:Carditis:-0.451
Newborn Diagnosis:9ccs104:Oth heart dx:-0.451
Maternal Lab History: FREE T-4-postPregnancy:0.446
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.409
Lab:294199 BILIRUBIN SCAN - LMC:-0.388
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.285
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.270
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.960
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.546
Lab:294199 BILIRUBIN SCAN - LMC:-0.458
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.407
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.390
Maternal Lab History: GFR in African American-postPregnancy:0.382
Maternal Lab History: GFR Calculation-postPregnancy:0.381
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.331
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.316
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:1.000
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.655
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.481
Lab:294199 BILIRUBIN SCAN - LMC:-0.404
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.316
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:0.299
Diagnosis:9ccs109:Acute CVD:-0.291
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.278
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.275
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.272
Maternal Lab History: PO2-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: PO2-postPregnancy:1.000
Maternal Lab History: O2 SATURATION-postPregnancy:0.842
Maternal Lab History: BASE DEFICIT-postPregnancy:0.381
Maternal Procedure History:92551-postPregnancy:0.191
Maternal Lab History: PT-postPregnancy:0.187
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.186
Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.182
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.176
Maternal Lab History: BICARBONATE-postPregnancy:-0.168
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.153
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:1.000
Maternal Lab History: CREATININE VOLUME-otherPregnancy:-0.866
Maternal Lab History: TIMED URINE CREATININE-otherPregnancy:-0.866
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.817
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.817
Maternal Procedure History:93005-otherPregnancy:0.537
Maternal Lab History: 2 HOUR-otherPregnancy:0.507
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.472
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.472
Maternal Procedure History:93005-postPregnancy:0.463
Maternal Procedure History:86701-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:86701-postPregnancy:1.000
Maternal Procedure History:86701-otherPregnancy:0.866
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.707
Maternal Diagnosis:9ccs155:Other GI dx:0.268
Maternal Procedure History:36415-otherPregnancy:0.261
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.236
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.205
Maternal Procedure History:90772-postPregnancy:0.177
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.166
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.155
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:1.000
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.577
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.577
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.577
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.577
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.577
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.577
Maternal Diagnosis:10ccs198:Ot infl skin-postPregnancy:0.577
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.577
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.577
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:1.000
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.386
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.376
Maternal Procedure History:59430-postPregnancy:0.340
Maternal Lab History: 1/2 HOUR-postPregnancy:0.312
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.287
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.287
Maternal Procedure History:S9470-otherPregnancy:0.249
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.202
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.191
Maternal Diagnosis:10ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:1.000
Maternal Diagnosis:10ccs168:PID-postPregnancy:0.500
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.500
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.500
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.500
Maternal Diagnosis:10ccs198:Ot infl skin-postPregnancy:0.500
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.500
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.500
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.500
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.500
Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.589
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:-0.485
Maternal Procedure History:93005-otherPregnancy:0.401
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.389
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.376
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.248
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.244
Maternal Lab History: 2 HOUR-otherPregnancy:0.242
Maternal Lab History: WEIGHT-otherPregnancy:0.211
Maternal Diagnosis:9ccs69:Affective dx:0.191
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:1.000
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.441
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.343
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.341
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.324
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.311
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.301
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.270
Maternal Diagnosis:9ccs163:Other GU dx:-0.250
Maternal Lab History: GLOBULIN-postPregnancy:0.242
Maternal Lab History: GAMMA GT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: GAMMA GT-otherPregnancy:1.000
Maternal Lab History: LDH-otherPregnancy:0.598
Maternal Lab History: URIC ACID-otherPregnancy:-0.479
Maternal Lab History: PT-otherPregnancy:0.442
Maternal Lab History: MAGNESIUM-otherPregnancy:0.409
Maternal Lab History: INR-otherPregnancy:0.334
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:-0.318
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:-0.318
Maternal Lab History: eGFR-otherPregnancy:0.262
Maternal Lab History: AST-otherPregnancy:0.249
Maternal Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp:1.000
Diagnosis:9ccs75:Hx mental dx:0.315
Maternal Diagnosis:9ccs187:Malposition:0.136
Diagnosis:9ccs91:Other eye dx:0.108
Diagnosis:9ccs95:Oth nerv dx:0.098
Diagnosis:9ccs244:Other injury:0.096
Newborn Diagnosis:9ccs259:Unclassified:0.079
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.066
Newborn Diagnosis:9ccs94:Other ear dx:-0.065
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.063
Newborn Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.407
Diagnosis:9ccs161:Ot dx kidney:0.218
Maternal Lab History: Varicella IgG-postPregnancy:-0.218
Diagnosis:9ccs163:Other GU dx:0.202
Newborn Diagnosis:9ccs215:gu cong anom:0.197
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.152
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.128
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.126
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.123
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.333
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.333
Maternal Diagnosis:10ccs259:Unclassified-otherPregnancy:0.333
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.333
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.333
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.333
Maternal Diagnosis:10ccs189:Prev c-sectn-otherPregnancy:0.333
Maternal Diagnosis:9ccs124:Tonsillitis-otherPregnancy:0.333
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.333
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:1.000
Maternal Diagnosis:9ccs225:Joint injury-postPregnancy:0.407
Maternal Lab History: T-4-postPregnancy:0.309
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.286
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.257
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.238
Maternal Lab History: GFR Calculation-otherPregnancy:0.215
Maternal Lab History: GFR in African American-otherPregnancy:0.213
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.202
Maternal Lab History: MAGNESIUM-postPregnancy:-0.198
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:1.000
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.790
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.533
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.533
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.353
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.353
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.352
Maternal Procedure History:93005-otherPregnancy:0.296
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.289
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.289
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.706
Maternal Lab History: PHOSPHOROUS-postPregnancy:0.482
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.344
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.344
Maternal Lab History: MAGNESIUM-postPregnancy:0.249
Maternal Lab History: LDL-postPregnancy:0.241
Maternal Diagnosis:9ccs211:Ot conn tiss:-0.237
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.209
Diagnosis:9ccs52:Nutrit defic:0.199
Maternal Diagnosis:9ccs57:Immunity dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs57:Immunity dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.408
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.288
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.199
Newborn Diagnosis:9ccs223:Birth trauma:0.184
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.149
Diagnosis:9ccs165:Inf male gen:0.142
Newborn Diagnosis:9ccs259:Unclassified:0.116
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.115
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.112
Maternal Lab History: CHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: CHOLIC ACID-otherPregnancy:1.000
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.998
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.967
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.500
Maternal Lab History: BILE ACIDS-otherPregnancy:0.441
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:-0.337
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:-0.337
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.331
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.307
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.293
Maternal Lab History: BASE DEFICIT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: BASE DEFICIT-postPregnancy:1.000
Maternal Lab History: BICARBONATE-postPregnancy:-0.904
Maternal Procedure History:92551-postPregnancy:0.416
Maternal Lab History: PO2-postPregnancy:0.381
Maternal Lab History: O2 SATURATION-postPregnancy:0.347
Maternal Procedure History:85018-postPregnancy:0.306
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.269
Maternal Procedure History:87880-postPregnancy:0.263
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.253
Maternal Lab History: GTT 90 MIN-postPregnancy:-0.244
Vital : 0.776508990307
Number of Visits : 0.0107845907159
Diagnosis : 0.0256951984464
Census : 0.0745427672361
MatDeliveryAge : 0.00391520145037
Maternal Lab History : 0.0798972089836
Maternal Procedure History : 0.00480070471598
Maternal Diagnosis : 0.0175022872202
Lab : 0.00288053992797
Newborn Diagnosis : 0.0034725109966
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_index_no_min_full
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_results_no_min_full
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_models_no_min_full.pkl
-----------------------------------------------------
boys no_min no_census lasso
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.949, R^2 test: -0.823 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.825, R^2 test: -0.088 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.739, R^2 test: 0.062 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.380, R^2 test: 0.232 best alpha via bootstrap CV: 0.1 AUC Train: 0.779, Explained Variance Score Train: 0.380 AUC Validation: 0.689, Explained Variance Score Validation: 0.279 AUC Test: 0.773, Explained Variance Score Test: 0.244
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.948, R^2 test: -0.861
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.727, R^2 test: -0.092
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.611, R^2 test: 0.050
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.254, R^2 test: 0.216
best alpha via bootstrap CV: 0.1
AUC Train: 0.757, Explained Variance Score Train: 0.254
AUC Validation: 0.807, Explained Variance Score Validation: 0.244
AUC Test: 0.766, Explained Variance Score Test: 0.218
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.957, R^2 test: -0.761
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.796, R^2 test: -0.093
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.670, R^2 test: 0.064
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.329, R^2 test: 0.237
best alpha via bootstrap CV: 0.1
AUC Train: 0.780, Explained Variance Score Train: 0.329
AUC Validation: 0.801, Explained Variance Score Validation: 0.296
AUC Test: 0.761, Explained Variance Score Test: 0.242
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.945, R^2 test: -0.379
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.794, R^2 test: 0.119
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.660, R^2 test: 0.185
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.334, R^2 test: 0.241
best alpha via bootstrap CV: 0.1
AUC Train: 0.750, Explained Variance Score Train: 0.334
AUC Validation: 0.782, Explained Variance Score Validation: 0.316
AUC Test: 0.765, Explained Variance Score Test: 0.244
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.968, R^2 test: -1.177
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.823, R^2 test: -0.201
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.681, R^2 test: 0.018
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.293, R^2 test: 0.240
best alpha via bootstrap CV: 0.1
AUC Train: 0.785, Explained Variance Score Train: 0.293
AUC Validation: 0.804, Explained Variance Score Validation: 0.384
AUC Test: 0.771, Explained Variance Score Test: 0.241
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.920, R^2 test: -1.054
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.776, R^2 test: -0.100
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.689, R^2 test: 0.067
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.357, R^2 test: 0.274
best alpha via bootstrap CV: 0.1
AUC Train: 0.843, Explained Variance Score Train: 0.357
AUC Validation: 0.729, Explained Variance Score Validation: 0.177
AUC Test: 0.766, Explained Variance Score Test: 0.274
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.961, R^2 test: -0.650
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.829, R^2 test: 0.003
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.725, R^2 test: 0.122
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.291, R^2 test: 0.249
best alpha via bootstrap CV: 0.1
AUC Train: 0.812, Explained Variance Score Train: 0.291
AUC Validation: 0.832, Explained Variance Score Validation: 0.227
AUC Test: 0.762, Explained Variance Score Test: 0.251
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.957, R^2 test: -0.741
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.850, R^2 test: -0.192
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.757, R^2 test: -0.046
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.293, R^2 test: 0.243
best alpha via bootstrap CV: 0.1
AUC Train: 0.794, Explained Variance Score Train: 0.293
AUC Validation: 0.725, Explained Variance Score Validation: 0.235
AUC Test: 0.774, Explained Variance Score Test: 0.248
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.960, R^2 test: -1.191
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.825, R^2 test: -0.161
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.720, R^2 test: -0.010
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.255, R^2 test: 0.222
best alpha via bootstrap CV: 0.1
AUC Train: 0.733, Explained Variance Score Train: 0.255
AUC Validation: 0.784, Explained Variance Score Validation: 0.260
AUC Test: 0.762, Explained Variance Score Test: 0.223
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.946, R^2 test: -1.262
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.792, R^2 test: -0.111
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.684, R^2 test: 0.074
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.297, R^2 test: 0.265
best alpha via bootstrap CV: 0.1
AUC Train: 0.782, Explained Variance Score Train: 0.297
AUC Validation: 0.872, Explained Variance Score Validation: 0.275
AUC Test: 0.771, Explained Variance Score Test: 0.268
total variables 2039 and total subjects: 1751
->AUC validation: 0.782 95% CI: [0.750 , 0.814]
->AUC test: 0.767 95% CI: [0.764 , 0.770]
->Explained Variance (R2) validation: 0.269 95% CI: [0.236 , 0.302]
->Explained Variance (R2) test: 0.245 95% CI: [0.235 , 0.255]
Test set metrics:
@threshold:1.331, sens:0.000, spec:1.000, ppv:0.000, acc:0.820, f1:0.000, total+:0, total-:350
@threshold:0.945, sens:0.063, spec:1.000, ppv:1.000, acc:0.831, f1:0.119, total+:4, total-:346
@threshold:0.894, sens:0.079, spec:0.997, ppv:0.833, acc:0.831, f1:0.145, total+:6, total-:344
@threshold:0.871, sens:0.079, spec:0.993, ppv:0.714, acc:0.829, f1:0.143, total+:7, total-:343
@threshold:0.809, sens:0.095, spec:0.993, ppv:0.750, acc:0.831, f1:0.169, total+:8, total-:342
@threshold:0.809, sens:0.095, spec:0.990, ppv:0.667, acc:0.829, f1:0.167, total+:9, total-:341
@threshold:0.759, sens:0.111, spec:0.986, ppv:0.636, acc:0.829, f1:0.189, total+:11, total-:339
@threshold:0.758, sens:0.111, spec:0.983, ppv:0.583, acc:0.826, f1:0.187, total+:12, total-:338
@threshold:0.711, sens:0.127, spec:0.983, ppv:0.615, acc:0.829, f1:0.211, total+:13, total-:337
@threshold:0.690, sens:0.143, spec:0.979, ppv:0.600, acc:0.829, f1:0.231, total+:15, total-:335
@threshold:0.676, sens:0.159, spec:0.979, ppv:0.625, acc:0.831, f1:0.253, total+:16, total-:334
@threshold:0.659, sens:0.175, spec:0.976, ppv:0.611, acc:0.831, f1:0.272, total+:18, total-:332
@threshold:0.638, sens:0.190, spec:0.969, ppv:0.571, acc:0.829, f1:0.286, total+:21, total-:329
@threshold:0.637, sens:0.190, spec:0.965, ppv:0.545, acc:0.826, f1:0.282, total+:22, total-:328
@threshold:0.615, sens:0.206, spec:0.965, ppv:0.565, acc:0.829, f1:0.302, total+:23, total-:327
@threshold:0.591, sens:0.222, spec:0.962, ppv:0.560, acc:0.829, f1:0.318, total+:25, total-:325
@threshold:0.582, sens:0.238, spec:0.962, ppv:0.577, acc:0.831, f1:0.337, total+:26, total-:324
@threshold:0.548, sens:0.254, spec:0.958, ppv:0.571, acc:0.831, f1:0.352, total+:28, total-:322
@threshold:0.538, sens:0.270, spec:0.958, ppv:0.586, acc:0.834, f1:0.370, total+:29, total-:321
@threshold:0.536, sens:0.270, spec:0.955, ppv:0.567, acc:0.831, f1:0.366, total+:30, total-:320
@threshold:0.524, sens:0.286, spec:0.955, ppv:0.581, acc:0.834, f1:0.383, total+:31, total-:319
@threshold:0.522, sens:0.286, spec:0.951, ppv:0.562, acc:0.831, f1:0.379, total+:32, total-:318
@threshold:0.420, sens:0.302, spec:0.916, ppv:0.442, acc:0.806, f1:0.358, total+:43, total-:307
@threshold:0.415, sens:0.349, spec:0.913, ppv:0.468, acc:0.811, f1:0.400, total+:47, total-:303
@threshold:0.368, sens:0.365, spec:0.909, ppv:0.469, acc:0.811, f1:0.411, total+:49, total-:301
@threshold:0.365, sens:0.365, spec:0.906, ppv:0.460, acc:0.809, f1:0.407, total+:50, total-:300
@threshold:0.344, sens:0.381, spec:0.899, ppv:0.453, acc:0.806, f1:0.414, total+:53, total-:297
@threshold:0.338, sens:0.381, spec:0.895, ppv:0.444, acc:0.803, f1:0.410, total+:54, total-:296
@threshold:0.334, sens:0.397, spec:0.889, ppv:0.439, acc:0.800, f1:0.417, total+:57, total-:293
@threshold:0.331, sens:0.397, spec:0.885, ppv:0.431, acc:0.797, f1:0.413, total+:58, total-:292
@threshold:0.247, sens:0.413, spec:0.854, ppv:0.382, acc:0.774, f1:0.397, total+:68, total-:282
@threshold:0.232, sens:0.429, spec:0.850, ppv:0.386, acc:0.774, f1:0.406, total+:70, total-:280
@threshold:0.213, sens:0.444, spec:0.843, ppv:0.384, acc:0.771, f1:0.412, total+:73, total-:277
@threshold:0.189, sens:0.476, spec:0.840, ppv:0.395, acc:0.774, f1:0.432, total+:76, total-:274
@threshold:0.167, sens:0.492, spec:0.829, ppv:0.388, acc:0.769, f1:0.434, total+:80, total-:270
@threshold:0.164, sens:0.492, spec:0.826, ppv:0.383, acc:0.766, f1:0.431, total+:81, total-:269
@threshold:0.164, sens:0.508, spec:0.826, ppv:0.390, acc:0.769, f1:0.441, total+:82, total-:268
@threshold:0.160, sens:0.508, spec:0.822, ppv:0.386, acc:0.766, f1:0.438, total+:83, total-:267
@threshold:0.156, sens:0.524, spec:0.819, ppv:0.388, acc:0.766, f1:0.446, total+:85, total-:265
@threshold:0.155, sens:0.524, spec:0.815, ppv:0.384, acc:0.763, f1:0.443, total+:86, total-:264
@threshold:0.129, sens:0.540, spec:0.798, ppv:0.370, acc:0.751, f1:0.439, total+:92, total-:258
@threshold:0.121, sens:0.540, spec:0.794, ppv:0.366, acc:0.749, f1:0.436, total+:93, total-:257
@threshold:0.119, sens:0.556, spec:0.794, ppv:0.372, acc:0.751, f1:0.446, total+:94, total-:256
@threshold:0.109, sens:0.587, spec:0.791, ppv:0.381, acc:0.754, f1:0.463, total+:97, total-:253
@threshold:0.079, sens:0.603, spec:0.770, ppv:0.365, acc:0.740, f1:0.455, total+:104, total-:246
@threshold:0.078, sens:0.603, spec:0.767, ppv:0.362, acc:0.737, f1:0.452, total+:105, total-:245
@threshold:0.071, sens:0.619, spec:0.763, ppv:0.364, acc:0.737, f1:0.459, total+:107, total-:243
@threshold:0.069, sens:0.619, spec:0.760, ppv:0.361, acc:0.734, f1:0.456, total+:108, total-:242
@threshold:0.007, sens:0.635, spec:0.690, ppv:0.310, acc:0.680, f1:0.417, total+:129, total-:221
@threshold:0.006, sens:0.651, spec:0.686, ppv:0.313, acc:0.680, f1:0.423, total+:131, total-:219
@threshold:-0.000, sens:0.667, spec:0.683, ppv:0.316, acc:0.680, f1:0.429, total+:133, total-:217
@threshold:-0.007, sens:0.667, spec:0.679, ppv:0.313, acc:0.677, f1:0.426, total+:134, total-:216
@threshold:-0.012, sens:0.683, spec:0.676, ppv:0.316, acc:0.677, f1:0.432, total+:136, total-:214
@threshold:-0.017, sens:0.698, spec:0.672, ppv:0.319, acc:0.677, f1:0.438, total+:138, total-:212
@threshold:-0.030, sens:0.714, spec:0.648, ppv:0.308, acc:0.660, f1:0.431, total+:146, total-:204
@threshold:-0.030, sens:0.714, spec:0.645, ppv:0.306, acc:0.657, f1:0.429, total+:147, total-:203
@threshold:-0.059, sens:0.730, spec:0.610, ppv:0.291, acc:0.631, f1:0.416, total+:158, total-:192
@threshold:-0.063, sens:0.730, spec:0.606, ppv:0.289, acc:0.629, f1:0.414, total+:159, total-:191
@threshold:-0.064, sens:0.825, spec:0.557, ppv:0.291, acc:0.606, f1:0.430, total+:179, total-:171
@threshold:-0.066, sens:0.825, spec:0.554, ppv:0.289, acc:0.603, f1:0.428, total+:180, total-:170
@threshold:-0.107, sens:0.841, spec:0.512, ppv:0.275, acc:0.571, f1:0.414, total+:193, total-:157
@threshold:-0.107, sens:0.841, spec:0.509, ppv:0.273, acc:0.569, f1:0.412, total+:194, total-:156
@threshold:-0.165, sens:0.857, spec:0.463, ppv:0.260, acc:0.534, f1:0.399, total+:208, total-:142
@threshold:-0.169, sens:0.857, spec:0.460, ppv:0.258, acc:0.531, f1:0.397, total+:209, total-:141
@threshold:-0.201, sens:0.873, spec:0.418, ppv:0.248, acc:0.500, f1:0.386, total+:222, total-:128
@threshold:-0.207, sens:0.889, spec:0.415, ppv:0.250, acc:0.500, f1:0.390, total+:224, total-:126
@threshold:-0.220, sens:0.905, spec:0.397, ppv:0.248, acc:0.489, f1:0.389, total+:230, total-:120
@threshold:-0.224, sens:0.905, spec:0.394, ppv:0.247, acc:0.486, f1:0.388, total+:231, total-:119
@threshold:-0.224, sens:0.921, spec:0.394, ppv:0.250, acc:0.489, f1:0.393, total+:232, total-:118
@threshold:-0.232, sens:0.921, spec:0.390, ppv:0.249, acc:0.486, f1:0.392, total+:233, total-:117
@threshold:-0.278, sens:0.937, spec:0.328, ppv:0.234, acc:0.437, f1:0.375, total+:252, total-:98
@threshold:-0.282, sens:0.937, spec:0.324, ppv:0.233, acc:0.434, f1:0.373, total+:253, total-:97
@threshold:-0.377, sens:0.952, spec:0.275, ppv:0.224, acc:0.397, f1:0.363, total+:268, total-:82
@threshold:-0.377, sens:0.952, spec:0.272, ppv:0.223, acc:0.394, f1:0.361, total+:269, total-:81
@threshold:-0.408, sens:0.968, spec:0.254, ppv:0.222, acc:0.383, f1:0.361, total+:275, total-:75
@threshold:-0.410, sens:0.968, spec:0.251, ppv:0.221, acc:0.380, f1:0.360, total+:276, total-:74
@threshold:-0.547, sens:0.984, spec:0.164, ppv:0.205, acc:0.311, f1:0.340, total+:302, total-:48
@threshold:-0.550, sens:0.984, spec:0.160, ppv:0.205, acc:0.309, f1:0.339, total+:303, total-:47
@threshold:-1.265, sens:1.000, spec:0.003, ppv:0.181, acc:0.183, f1:0.306, total+:349, total-:1
* Vital: Wt-avg19to24 | coef 0.100 95% CI: [0.027 , 0.173] | OR_adj 1.105 [1.027 1.189] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.723
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-latest | coef 0.091 95% CI: [0.051 , 0.131] | OR_adj 1.095 [1.053 1.140] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.753
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-gain0to24 | coef 0.048 95% CI: [0.007 , 0.089] | OR_adj 1.049 [1.007 1.093] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.740
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg19to24 | coef 0.043 95% CI: [-0.004 , 0.089] | OR_adj 1.044 [0.996 1.093] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.744
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-latest | coef 0.034 95% CI: [0.002 , 0.067] | OR_adj 1.035 [1.002 1.070] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-gain0to24 | coef 0.033 95% CI: [-0.005 , 0.072] | OR_adj 1.034 [0.995 1.074] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.749
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain0to24 | coef 0.028 95% CI: [-0.024 , 0.079] | OR_adj 1.028 [0.977 1.082] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.722
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg3to5 | coef 0.026 95% CI: [-0.002 , 0.055] | OR_adj 1.027 [0.998 1.057] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.636
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg16to19 | coef 0.021 95% CI: [-0.009 , 0.051] | OR_adj 1.022 [0.991 1.053] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.718
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg16to19 | coef 0.020 95% CI: [-0.004 , 0.045] | OR_adj 1.021 [0.996 1.046] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.705
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg19to24 | coef 0.019 95% CI: [-0.013 , 0.052] | OR_adj 1.020 [0.987 1.053] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.742
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg5to7 | coef 0.015 95% CI: [-0.006 , 0.036] | OR_adj 1.015 [0.994 1.037] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.668
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg7to10 | coef 0.014 95% CI: [-0.008 , 0.037] | OR_adj 1.014 [0.992 1.037] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.649
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg7to10 | coef 0.014 95% CI: [-0.001 , 0.030] | OR_adj 1.014 [0.999 1.030] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.627
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-latest | coef 0.012 95% CI: [0.001 , 0.022] | OR_adj 1.012 [1.001 1.023] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.766
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg13to16 | coef 0.007 95% CI: [-0.002 , 0.016] | OR_adj 1.007 [0.998 1.016] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.682
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg19to24 | coef 0.006 95% CI: [-0.001 , 0.014] | OR_adj 1.006 [0.999 1.014] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.749
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-gain16to24 | coef 0.005 95% CI: [-0.004 , 0.015] | OR_adj 1.005 [0.996 1.015] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.595
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-latest | coef 0.004 95% CI: [-0.004 , 0.012] | OR_adj 1.004 [0.996 1.012] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.717
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg1to3 | coef 0.004 95% CI: [-0.003 , 0.011] | OR_adj 1.004 [0.997 1.012] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain13to19 | coef 0.004 95% CI: [-0.003 , 0.011] | OR_adj 1.004 [0.997 1.011] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.561
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg3to5 | coef -0.004 95% CI: [-0.011 , 0.003] | OR_adj 0.996 [0.989 1.003] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt-gain1to5 | coef -0.004 95% CI: [-0.010 , 0.003] | OR_adj 0.996 [0.990 1.003] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg3to5 | coef 0.003 95% CI: [-0.003 , 0.009] | OR_adj 1.003 [0.997 1.009] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.577
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg10to13 | coef 0.003 95% CI: [-0.002 , 0.008] | OR_adj 1.003 [0.998 1.008] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.684
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg16to19 | coef 0.003 95% CI: [-0.002 , 0.008] | OR_adj 1.003 [0.998 1.008] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.716
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain10to16 | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg1to3 | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-latest | coef -0.001 95% CI: [-0.006 , 0.003] | OR_adj 0.999 [0.994 1.003] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs253:Allergy | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs200:Oth skin dx:0.229
Diagnosis:9ccs126:Ot up rsp in:0.198
Diagnosis:9ccs255:Social admin:0.198
Diagnosis:9ccs10:Immuniz/scrn:0.198
Diagnosis:9ccs198:Ot infl skin:0.187
Number of Visits:0.186
Diagnosis:9ccs155:Other GI dx:0.183
Diagnosis:9ccs7:Viral infect:0.174
Diagnosis:9ccs257:Ot aftercare:0.174
* Vital: Wt-latest | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.733
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain7to13 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
MatDeliveryAge | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 0.553771396118
Diagnosis : -0.00100844634861
MatDeliveryAge : 0.000172468536788
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_index_no_min_no_census
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_results_no_min_no_census
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_models_no_min_no_census.pkl
-----------------------------------------------------
boys no_min no_census randomforest
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.140
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.142
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.738, R^2 test: 0.147
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.665, R^2 test: 0.148
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.915, Explained Variance Score Train: 0.665
AUC Validation: 0.785, Explained Variance Score Validation: 0.250
AUC Test: 0.688, Explained Variance Score Test: 0.160
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.141
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.132
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.746, R^2 test: 0.115
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.677, R^2 test: 0.111
best alpha via bootstrap CV: (3000, 2, 1)
AUC Train: 0.974, Explained Variance Score Train: 0.899
AUC Validation: 0.746, Explained Variance Score Validation: 0.218
AUC Test: 0.704, Explained Variance Score Test: 0.172
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.160
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.874, R^2 test: 0.162
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.745, R^2 test: 0.152
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.658, R^2 test: 0.143
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.976, Explained Variance Score Train: 0.874
AUC Validation: 0.804, Explained Variance Score Validation: 0.229
AUC Test: 0.669, Explained Variance Score Test: 0.177
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.142
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.877, R^2 test: 0.138
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.767, R^2 test: 0.129
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.695, R^2 test: 0.123
best alpha via bootstrap CV: (3000, 2, 1)
AUC Train: 0.991, Explained Variance Score Train: 0.901
AUC Validation: 0.629, Explained Variance Score Validation: 0.073
AUC Test: 0.680, Explained Variance Score Test: 0.154
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.162
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.870, R^2 test: 0.161
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.747, R^2 test: 0.156
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.683, R^2 test: 0.157
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.985, Explained Variance Score Train: 0.870
AUC Validation: 0.726, Explained Variance Score Validation: 0.256
AUC Test: 0.706, Explained Variance Score Test: 0.167
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.114
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.881, R^2 test: 0.137
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.757, R^2 test: 0.127
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.688, R^2 test: 0.120
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.977, Explained Variance Score Train: 0.881
AUC Validation: 0.777, Explained Variance Score Validation: -0.019
AUC Test: 0.692, Explained Variance Score Test: 0.145
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.125
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.127
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.745, R^2 test: 0.124
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.675, R^2 test: 0.134
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.920, Explained Variance Score Train: 0.675
AUC Validation: 0.844, Explained Variance Score Validation: 0.488
AUC Test: 0.685, Explained Variance Score Test: 0.146
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.170
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.166
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.716, R^2 test: 0.156
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.645, R^2 test: 0.152
best alpha via bootstrap CV: (3000, 2, 1)
AUC Train: 0.990, Explained Variance Score Train: 0.904
AUC Validation: 0.645, Explained Variance Score Validation: 0.015
AUC Test: 0.695, Explained Variance Score Test: 0.196
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.158
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.166
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.725, R^2 test: 0.164
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.644, R^2 test: 0.160
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.980, Explained Variance Score Train: 0.860
AUC Validation: 0.785, Explained Variance Score Validation: 0.200
AUC Test: 0.687, Explained Variance Score Test: 0.170
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.918, R^2 test: 0.117
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.888, R^2 test: 0.114
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.769, R^2 test: 0.121
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.701, R^2 test: 0.118
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.948, Explained Variance Score Train: 0.769
AUC Validation: 0.761, Explained Variance Score Validation: 0.284
AUC Test: 0.680, Explained Variance Score Test: 0.146
total variables 2039 and total subjects: 1751
->AUC validation: 0.750 95% CI: [0.710 , 0.790]
->AUC test: 0.689 95% CI: [0.682 , 0.695]
->Explained Variance (R2) validation: 0.199 95% CI: [0.113 , 0.286]
->Explained Variance (R2) test: 0.163 95% CI: [0.154 , 0.173]
Test set metrics:
@threshold:1.343, sens:0.000, spec:1.000, ppv:0.000, acc:0.749, f1:0.000, total+:0, total-:350
@threshold:1.225, sens:0.023, spec:1.000, ppv:1.000, acc:0.754, f1:0.044, total+:2, total-:348
@threshold:1.167, sens:0.034, spec:1.000, ppv:1.000, acc:0.757, f1:0.066, total+:3, total-:347
@threshold:1.160, sens:0.034, spec:0.996, ppv:0.750, acc:0.754, f1:0.065, total+:4, total-:346
@threshold:0.979, sens:0.045, spec:0.989, ppv:0.571, acc:0.751, f1:0.084, total+:7, total-:343
@threshold:0.855, sens:0.080, spec:0.985, ppv:0.636, acc:0.757, f1:0.141, total+:11, total-:339
@threshold:0.852, sens:0.091, spec:0.981, ppv:0.615, acc:0.757, f1:0.158, total+:13, total-:337
@threshold:0.781, sens:0.125, spec:0.977, ppv:0.647, acc:0.763, f1:0.210, total+:17, total-:333
@threshold:0.780, sens:0.136, spec:0.977, ppv:0.667, acc:0.766, f1:0.226, total+:18, total-:332
@threshold:0.763, sens:0.148, spec:0.973, ppv:0.650, acc:0.766, f1:0.241, total+:20, total-:330
@threshold:0.745, sens:0.159, spec:0.973, ppv:0.667, acc:0.769, f1:0.257, total+:21, total-:329
@threshold:0.732, sens:0.159, spec:0.969, ppv:0.636, acc:0.766, f1:0.255, total+:22, total-:328
@threshold:0.732, sens:0.170, spec:0.969, ppv:0.652, acc:0.769, f1:0.270, total+:23, total-:327
@threshold:0.705, sens:0.182, spec:0.966, ppv:0.640, acc:0.769, f1:0.283, total+:25, total-:325
@threshold:0.667, sens:0.193, spec:0.958, ppv:0.607, acc:0.766, f1:0.293, total+:28, total-:322
@threshold:0.636, sens:0.205, spec:0.954, ppv:0.600, acc:0.766, f1:0.305, total+:30, total-:320
@threshold:0.593, sens:0.216, spec:0.947, ppv:0.576, acc:0.763, f1:0.314, total+:33, total-:317
@threshold:0.588, sens:0.216, spec:0.943, ppv:0.559, acc:0.760, f1:0.311, total+:34, total-:316
@threshold:0.580, sens:0.227, spec:0.939, ppv:0.556, acc:0.760, f1:0.323, total+:36, total-:314
@threshold:0.565, sens:0.227, spec:0.935, ppv:0.541, acc:0.757, f1:0.320, total+:37, total-:313
@threshold:0.555, sens:0.239, spec:0.935, ppv:0.553, acc:0.760, f1:0.333, total+:38, total-:312
@threshold:0.544, sens:0.250, spec:0.931, ppv:0.550, acc:0.760, f1:0.344, total+:40, total-:310
@threshold:0.520, sens:0.261, spec:0.920, ppv:0.523, acc:0.754, f1:0.348, total+:44, total-:306
@threshold:0.511, sens:0.261, spec:0.916, ppv:0.511, acc:0.751, f1:0.346, total+:45, total-:305
@threshold:0.489, sens:0.273, spec:0.916, ppv:0.522, acc:0.754, f1:0.358, total+:46, total-:304
@threshold:0.488, sens:0.273, spec:0.912, ppv:0.511, acc:0.751, f1:0.356, total+:47, total-:303
@threshold:0.476, sens:0.284, spec:0.908, ppv:0.510, acc:0.751, f1:0.365, total+:49, total-:301
@threshold:0.423, sens:0.295, spec:0.905, ppv:0.510, acc:0.751, f1:0.374, total+:51, total-:299
@threshold:0.412, sens:0.307, spec:0.905, ppv:0.519, acc:0.754, f1:0.386, total+:52, total-:298
@threshold:0.409, sens:0.307, spec:0.901, ppv:0.509, acc:0.751, f1:0.383, total+:53, total-:297
@threshold:0.406, sens:0.318, spec:0.901, ppv:0.519, acc:0.754, f1:0.394, total+:54, total-:296
@threshold:0.367, sens:0.330, spec:0.897, ppv:0.518, acc:0.754, f1:0.403, total+:56, total-:294
@threshold:0.356, sens:0.341, spec:0.893, ppv:0.517, acc:0.754, f1:0.411, total+:58, total-:292
@threshold:0.355, sens:0.341, spec:0.889, ppv:0.508, acc:0.751, f1:0.408, total+:59, total-:291
@threshold:0.351, sens:0.352, spec:0.885, ppv:0.508, acc:0.751, f1:0.416, total+:61, total-:289
@threshold:0.349, sens:0.352, spec:0.882, ppv:0.500, acc:0.749, f1:0.413, total+:62, total-:288
@threshold:0.333, sens:0.364, spec:0.874, ppv:0.492, acc:0.746, f1:0.418, total+:65, total-:285
@threshold:0.327, sens:0.375, spec:0.870, ppv:0.493, acc:0.746, f1:0.426, total+:67, total-:283
@threshold:0.297, sens:0.386, spec:0.851, ppv:0.466, acc:0.734, f1:0.422, total+:73, total-:277
@threshold:0.292, sens:0.386, spec:0.847, ppv:0.459, acc:0.731, f1:0.420, total+:74, total-:276
@threshold:0.284, sens:0.398, spec:0.844, ppv:0.461, acc:0.731, f1:0.427, total+:76, total-:274
@threshold:0.282, sens:0.398, spec:0.840, ppv:0.455, acc:0.729, f1:0.424, total+:77, total-:273
@threshold:0.268, sens:0.409, spec:0.832, ppv:0.450, acc:0.726, f1:0.429, total+:80, total-:270
@threshold:0.259, sens:0.420, spec:0.828, ppv:0.451, acc:0.726, f1:0.435, total+:82, total-:268
@threshold:0.250, sens:0.432, spec:0.828, ppv:0.458, acc:0.729, f1:0.444, total+:83, total-:267
@threshold:0.246, sens:0.432, spec:0.824, ppv:0.452, acc:0.726, f1:0.442, total+:84, total-:266
@threshold:0.241, sens:0.443, spec:0.821, ppv:0.453, acc:0.726, f1:0.448, total+:86, total-:264
@threshold:0.234, sens:0.455, spec:0.817, ppv:0.455, acc:0.726, f1:0.455, total+:88, total-:262
@threshold:0.219, sens:0.466, spec:0.809, ppv:0.451, acc:0.723, f1:0.458, total+:91, total-:259
@threshold:0.216, sens:0.466, spec:0.805, ppv:0.446, acc:0.720, f1:0.456, total+:92, total-:258
@threshold:0.214, sens:0.477, spec:0.805, ppv:0.452, acc:0.723, f1:0.464, total+:93, total-:257
@threshold:0.214, sens:0.477, spec:0.802, ppv:0.447, acc:0.720, f1:0.462, total+:94, total-:256
@threshold:0.193, sens:0.489, spec:0.798, ppv:0.448, acc:0.720, f1:0.467, total+:96, total-:254
@threshold:0.188, sens:0.489, spec:0.794, ppv:0.443, acc:0.717, f1:0.465, total+:97, total-:253
@threshold:0.184, sens:0.500, spec:0.790, ppv:0.444, acc:0.717, f1:0.471, total+:99, total-:251
@threshold:0.183, sens:0.500, spec:0.786, ppv:0.440, acc:0.714, f1:0.468, total+:100, total-:250
@threshold:0.183, sens:0.511, spec:0.786, ppv:0.446, acc:0.717, f1:0.476, total+:101, total-:249
@threshold:0.175, sens:0.511, spec:0.782, ppv:0.441, acc:0.714, f1:0.474, total+:102, total-:248
@threshold:0.170, sens:0.523, spec:0.779, ppv:0.442, acc:0.714, f1:0.479, total+:104, total-:246
@threshold:0.163, sens:0.523, spec:0.775, ppv:0.438, acc:0.711, f1:0.477, total+:105, total-:245
@threshold:0.157, sens:0.534, spec:0.775, ppv:0.443, acc:0.714, f1:0.485, total+:106, total-:244
@threshold:0.157, sens:0.534, spec:0.771, ppv:0.439, acc:0.711, f1:0.482, total+:107, total-:243
@threshold:0.156, sens:0.545, spec:0.771, ppv:0.444, acc:0.714, f1:0.490, total+:108, total-:242
@threshold:0.146, sens:0.545, spec:0.767, ppv:0.440, acc:0.711, f1:0.487, total+:109, total-:241
@threshold:0.139, sens:0.557, spec:0.760, ppv:0.438, acc:0.709, f1:0.490, total+:112, total-:238
@threshold:0.134, sens:0.557, spec:0.756, ppv:0.434, acc:0.706, f1:0.488, total+:113, total-:237
@threshold:0.118, sens:0.568, spec:0.733, ppv:0.417, acc:0.691, f1:0.481, total+:120, total-:230
@threshold:0.109, sens:0.591, spec:0.729, ppv:0.423, acc:0.694, f1:0.493, total+:123, total-:227
@threshold:0.098, sens:0.602, spec:0.725, ppv:0.424, acc:0.694, f1:0.498, total+:125, total-:225
@threshold:0.096, sens:0.614, spec:0.721, ppv:0.425, acc:0.694, f1:0.502, total+:127, total-:223
@threshold:0.069, sens:0.625, spec:0.702, ppv:0.414, acc:0.683, f1:0.498, total+:133, total-:217
@threshold:0.068, sens:0.625, spec:0.698, ppv:0.410, acc:0.680, f1:0.495, total+:134, total-:216
@threshold:0.003, sens:0.636, spec:0.637, ppv:0.371, acc:0.637, f1:0.469, total+:151, total-:199
@threshold:0.003, sens:0.636, spec:0.634, ppv:0.368, acc:0.634, f1:0.467, total+:152, total-:198
@threshold:0.002, sens:0.648, spec:0.634, ppv:0.373, acc:0.637, f1:0.473, total+:153, total-:197
@threshold:-0.011, sens:0.648, spec:0.630, ppv:0.370, acc:0.634, f1:0.471, total+:154, total-:196
@threshold:-0.026, sens:0.659, spec:0.618, ppv:0.367, acc:0.629, f1:0.472, total+:158, total-:192
@threshold:-0.031, sens:0.659, spec:0.615, ppv:0.365, acc:0.626, f1:0.470, total+:159, total-:191
@threshold:-0.042, sens:0.670, spec:0.607, ppv:0.364, acc:0.623, f1:0.472, total+:162, total-:188
@threshold:-0.046, sens:0.670, spec:0.603, ppv:0.362, acc:0.620, f1:0.470, total+:163, total-:187
@threshold:-0.096, sens:0.682, spec:0.550, ppv:0.337, acc:0.583, f1:0.451, total+:178, total-:172
@threshold:-0.096, sens:0.682, spec:0.546, ppv:0.335, acc:0.580, f1:0.449, total+:179, total-:171
@threshold:-0.127, sens:0.693, spec:0.523, ppv:0.328, acc:0.566, f1:0.445, total+:186, total-:164
@threshold:-0.129, sens:0.705, spec:0.519, ppv:0.330, acc:0.566, f1:0.449, total+:188, total-:162
@threshold:-0.129, sens:0.716, spec:0.519, ppv:0.333, acc:0.569, f1:0.455, total+:189, total-:161
@threshold:-0.132, sens:0.727, spec:0.515, ppv:0.335, acc:0.569, f1:0.459, total+:191, total-:159
@threshold:-0.169, sens:0.739, spec:0.477, ppv:0.322, acc:0.543, f1:0.448, total+:202, total-:148
@threshold:-0.170, sens:0.739, spec:0.473, ppv:0.320, acc:0.540, f1:0.447, total+:203, total-:147
@threshold:-0.182, sens:0.750, spec:0.450, ppv:0.314, acc:0.526, f1:0.443, total+:210, total-:140
@threshold:-0.185, sens:0.750, spec:0.447, ppv:0.313, acc:0.523, f1:0.441, total+:211, total-:139
@threshold:-0.208, sens:0.761, spec:0.405, ppv:0.300, acc:0.494, f1:0.431, total+:223, total-:127
@threshold:-0.212, sens:0.761, spec:0.401, ppv:0.299, acc:0.491, f1:0.429, total+:224, total-:126
@threshold:-0.261, sens:0.773, spec:0.351, ppv:0.286, acc:0.457, f1:0.417, total+:238, total-:112
@threshold:-0.261, sens:0.773, spec:0.347, ppv:0.285, acc:0.454, f1:0.416, total+:239, total-:111
@threshold:-0.268, sens:0.784, spec:0.347, ppv:0.287, acc:0.457, f1:0.421, total+:240, total-:110
@threshold:-0.271, sens:0.795, spec:0.344, ppv:0.289, acc:0.457, f1:0.424, total+:242, total-:108
@threshold:-0.283, sens:0.807, spec:0.328, ppv:0.287, acc:0.449, f1:0.424, total+:247, total-:103
@threshold:-0.283, sens:0.807, spec:0.324, ppv:0.286, acc:0.446, f1:0.423, total+:248, total-:102
@threshold:-0.290, sens:0.818, spec:0.324, ppv:0.289, acc:0.449, f1:0.427, total+:249, total-:101
@threshold:-0.293, sens:0.830, spec:0.321, ppv:0.291, acc:0.449, f1:0.431, total+:251, total-:99
@threshold:-0.313, sens:0.841, spec:0.302, ppv:0.288, acc:0.437, f1:0.429, total+:257, total-:93
@threshold:-0.315, sens:0.841, spec:0.298, ppv:0.287, acc:0.434, f1:0.428, total+:258, total-:92
@threshold:-0.333, sens:0.852, spec:0.298, ppv:0.290, acc:0.437, f1:0.432, total+:259, total-:91
@threshold:-0.336, sens:0.852, spec:0.294, ppv:0.288, acc:0.434, f1:0.431, total+:260, total-:90
@threshold:-0.384, sens:0.864, spec:0.260, ppv:0.281, acc:0.411, f1:0.425, total+:270, total-:80
@threshold:-0.384, sens:0.864, spec:0.256, ppv:0.280, acc:0.409, f1:0.423, total+:271, total-:79
@threshold:-0.385, sens:0.875, spec:0.256, ppv:0.283, acc:0.411, f1:0.428, total+:272, total-:78
@threshold:-0.387, sens:0.875, spec:0.252, ppv:0.282, acc:0.409, f1:0.427, total+:273, total-:77
@threshold:-0.428, sens:0.886, spec:0.229, ppv:0.279, acc:0.394, f1:0.424, total+:280, total-:70
@threshold:-0.440, sens:0.886, spec:0.225, ppv:0.278, acc:0.391, f1:0.423, total+:281, total-:69
@threshold:-0.453, sens:0.898, spec:0.221, ppv:0.279, acc:0.391, f1:0.426, total+:283, total-:67
@threshold:-0.457, sens:0.898, spec:0.218, ppv:0.278, acc:0.389, f1:0.425, total+:284, total-:66
@threshold:-0.497, sens:0.909, spec:0.214, ppv:0.280, acc:0.389, f1:0.428, total+:286, total-:64
@threshold:-0.498, sens:0.909, spec:0.210, ppv:0.279, acc:0.386, f1:0.427, total+:287, total-:63
@threshold:-0.506, sens:0.920, spec:0.210, ppv:0.281, acc:0.389, f1:0.431, total+:288, total-:62
@threshold:-0.508, sens:0.920, spec:0.206, ppv:0.280, acc:0.386, f1:0.430, total+:289, total-:61
@threshold:-0.527, sens:0.932, spec:0.195, ppv:0.280, acc:0.380, f1:0.430, total+:293, total-:57
@threshold:-0.533, sens:0.932, spec:0.191, ppv:0.279, acc:0.377, f1:0.429, total+:294, total-:56
@threshold:-0.591, sens:0.943, spec:0.172, ppv:0.277, acc:0.366, f1:0.428, total+:300, total-:50
@threshold:-0.609, sens:0.943, spec:0.168, ppv:0.276, acc:0.363, f1:0.427, total+:301, total-:49
@threshold:-0.619, sens:0.955, spec:0.164, ppv:0.277, acc:0.363, f1:0.430, total+:303, total-:47
@threshold:-0.626, sens:0.955, spec:0.160, ppv:0.276, acc:0.360, f1:0.429, total+:304, total-:46
@threshold:-0.658, sens:0.966, spec:0.134, ppv:0.272, acc:0.343, f1:0.425, total+:312, total-:38
@threshold:-0.687, sens:0.977, spec:0.130, ppv:0.274, acc:0.343, f1:0.428, total+:314, total-:36
@threshold:-0.856, sens:0.989, spec:0.038, ppv:0.257, acc:0.277, f1:0.407, total+:339, total-:11
@threshold:-0.865, sens:0.989, spec:0.034, ppv:0.256, acc:0.274, f1:0.407, total+:340, total-:10
@threshold:-1.015, sens:1.000, spec:0.004, ppv:0.252, acc:0.254, f1:0.403, total+:349, total-:1
* Vital: BMI-latest | coef 0.060 95% CI: [0.035 , 0.085] | OR_adj 1.062 [1.036 1.089] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.680
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg19to24 | coef 0.060 95% CI: [0.022 , 0.099] | OR_adj 1.062 [1.022 1.104] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.678
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg19to24 | coef 0.033 95% CI: [0.023 , 0.044] | OR_adj 1.034 [1.023 1.045] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.678
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-gain0to24 | coef 0.033 95% CI: [0.017 , 0.050] | OR_adj 1.034 [1.017 1.051] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.684
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-latest | coef 0.033 95% CI: [0.018 , 0.049] | OR_adj 1.034 [1.018 1.050] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.684
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-latest | coef 0.027 95% CI: [0.011 , 0.044] | OR_adj 1.028 [1.011 1.045] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.629
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-gain0to24 | coef 0.026 95% CI: [0.012 , 0.041] | OR_adj 1.027 [1.012 1.041] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.664
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-latest | coef 0.024 95% CI: [0.009 , 0.039] | OR_adj 1.025 [1.010 1.040] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.689
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg19to24 | coef 0.024 95% CI: [0.010 , 0.038] | OR_adj 1.024 [1.010 1.038] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.692
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-gain0to24 | coef 0.024 95% CI: [0.013 , 0.035] | OR_adj 1.024 [1.013 1.036] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.674
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg19to24 | coef 0.022 95% CI: [0.013 , 0.030] | OR_adj 1.022 [1.014 1.030] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.666
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg16to19 | coef 0.018 95% CI: [0.003 , 0.033] | OR_adj 1.018 [1.003 1.034] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.667
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain0to24 | coef 0.018 95% CI: [0.006 , 0.029] | OR_adj 1.018 [1.006 1.030] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.687
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg10to13 | coef 0.016 95% CI: [0.004 , 0.027] | OR_adj 1.016 [1.004 1.027] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.618
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg16to19 | coef 0.012 95% CI: [0.006 , 0.018] | OR_adj 1.012 [1.006 1.018] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.672
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI Percentile-avg19to24 | coef 0.011 95% CI: [-0.003 , 0.025] | OR_adj 1.011 [0.997 1.026] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.595
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Number of Visits | coef 0.011 95% CI: [0.006 , 0.015] | OR_adj 1.011 [1.006 1.015] | occ: 1743 | OR_unadj: 1.107 [0.879 1.394] | indivs AUC:0.469
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg13to16 | coef 0.010 95% CI: [0.003 , 0.017] | OR_adj 1.010 [1.003 1.017] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.619
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg13to16 | coef 0.010 95% CI: [0.001 , 0.019] | OR_adj 1.010 [1.001 1.020] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.612
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI Percentile-latest | coef 0.010 95% CI: [-0.002 , 0.021] | OR_adj 1.010 [0.998 1.022] | occ: 247 | OR_unadj: 2.918 [2.034 4.185] | indivs AUC:0.580
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length Zscore-avg10to13 | coef 0.009 95% CI: [0.003 , 0.016] | OR_adj 1.009 [1.003 1.016] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.629
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg16to19 | coef 0.009 95% CI: [0.003 , 0.015] | OR_adj 1.009 [1.003 1.015] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.663
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
MatDeliveryAge | coef 0.009 95% CI: [0.006 , 0.012] | OR_adj 1.009 [1.006 1.012] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-latest | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.011] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.635
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg5to7 | coef 0.008 95% CI: [0.003 , 0.013] | OR_adj 1.008 [1.003 1.013] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg19to24 | coef 0.008 95% CI: [0.002 , 0.013] | OR_adj 1.008 [1.002 1.013] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt-gain10to16 | coef 0.008 95% CI: [0.003 , 0.013] | OR_adj 1.008 [1.003 1.013] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.450
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg0to1 | coef 0.007 95% CI: [0.004 , 0.011] | OR_adj 1.008 [1.004 1.011] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-gain1to5 | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.464
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg0to1 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1349 | OR_unadj: 1.526 [1.213 1.918] | indivs AUC:0.552
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain13to19 | coef 0.007 95% CI: [0.000 , 0.013] | OR_adj 1.007 [1.000 1.014] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI Percentile-gain16to24 | coef 0.006 95% CI: [0.000 , 0.012] | OR_adj 1.006 [1.000 1.012] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.577
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg13to16 | coef 0.006 95% CI: [0.001 , 0.011] | OR_adj 1.006 [1.001 1.011] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.604
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg7to10 | coef 0.006 95% CI: [0.002 , 0.010] | OR_adj 1.006 [1.002 1.010] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.609
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI Percentile-gain0to24 | coef 0.006 95% CI: [0.000 , 0.011] | OR_adj 1.006 [1.000 1.011] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.577
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg5to7 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.645
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain13to19 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.563
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg10to13 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.639
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg7to10 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.618
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg16to19 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.651
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-gain3to7 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.008] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg3to5 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.575
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg1to3 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.592
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg1to3 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.623
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain5to10 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.538
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain1to5 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg10to13 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1417 | OR_unadj: 2.797 [2.219 3.525] | indivs AUC:0.630
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt-gain5to10 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg5to7 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1341 | OR_unadj: 1.832 [1.456 2.305] | indivs AUC:0.595
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain5to10 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg5to7 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.587
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt-gain1to5 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-gain16to24 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.581
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg16to19 | coef 0.004 95% CI: [0.000 , 0.008] | OR_adj 1.004 [1.000 1.008] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.599
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain13to19 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.465
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg1to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.548
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg0to1 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.470
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain3to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain0to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.610
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain0to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain13to19 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1468 | OR_unadj: 1.821 [1.385 2.394] | indivs AUC:0.622
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg3to5 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.576
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain7to13 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg3to5 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg10to13 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.576
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain10to16 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.443
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-gain3to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain10to16 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain1to5 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.459
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg13to16 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.621
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-gain0to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1416 | OR_unadj: 1.282 [1.019 1.613] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-latest | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain16to24 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.561
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain5to10 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain1to5 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.462
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain10to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.444
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-gain0to24 | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.599
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg1to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.005] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg19to24 | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 920 | OR_unadj: 2.523 [1.996 3.191] | indivs AUC:0.607
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg7to10 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.602
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg10to13 | coef 0.003 95% CI: [-0.001 , 0.007] | OR_adj 1.003 [0.999 1.007] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.544
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg3to5 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.648
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain16to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.555
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain7to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.580
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain7to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1479 | OR_unadj: 1.133 [0.902 1.422] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg0to1 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain5to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.583
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.568
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain16to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1353 | OR_unadj: 0.799 [0.624 1.024] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.550
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Change-avg19to24 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 879 | OR_unadj: 1.673 [1.252 2.235] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain16to24 | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain10to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg1to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.591
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1462 | OR_unadj: 1.439 [1.146 1.808] | indivs AUC:0.567
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain5to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-gain3to7 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain0to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.560
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.634
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain7to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg0to1 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.531
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain0to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg7to10 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.594
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg0to1 | coef 0.002 95% CI: [-0.002 , 0.007] | OR_adj 1.002 [0.998 1.007] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain7to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-avg0to1 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain16to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.537
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain13to19 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg19to24 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.562
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain10to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg13to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.559
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain7to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg16to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.543
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain13to19 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.579
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-gain0to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.558
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.564
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg16to19 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain13to19 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg13to16 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 654 | OR_unadj: 1.705 [1.318 2.206] | indivs AUC:0.581
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Change-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 987 | OR_unadj: 1.430 [1.090 1.874] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.546
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.609
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg10to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.581
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg19to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs165:Inf male gen | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs165:Inf male gen:1.000
Newborn Diagnosis:9ccs229:Fx arm:0.142
Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.142
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.142
Newborn Diagnosis:9ccs252:Fatigue:0.142
Diagnosis:9ccs9:Sexual Infxs:0.142
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.142
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.142
Maternal Diagnosis:10ccs198:Ot infl skin-postPregnancy:0.142
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.142
* Vital: Ht-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.583
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg13to16 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain16to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-avg16to19 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HR-avg5to7 | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.565
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.562
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain5to10 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-gain7to13 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.560
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg13to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg5to7 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.595
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain5to10 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Change-avg16to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.604
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-gain0to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.607
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 587 | OR_unadj: 1.252 [0.913 1.716] | indivs AUC:0.545
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 581 | OR_unadj: 0.781 [0.558 1.093] | indivs AUC:0.470
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs200:Oth skin dx:0.229
Diagnosis:9ccs126:Ot up rsp in:0.198
Diagnosis:9ccs255:Social admin:0.198
Diagnosis:9ccs10:Immuniz/scrn:0.198
Diagnosis:9ccs198:Ot infl skin:0.187
Number of Visits:0.186
Diagnosis:9ccs155:Other GI dx:0.183
Diagnosis:9ccs7:Viral infect:0.174
Diagnosis:9ccs257:Ot aftercare:0.174
Vital: Wt Change-avg10to13 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 616 | OR_unadj: 1.170 [0.832 1.646] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs155:Other GI dx:0.133
Diagnosis:9ccs52:Nutrit defic:0.130
Number of Visits:0.121
Diagnosis:9ccs232:Sprain:0.106
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.093
Diagnosis:9ccs239:Superfic inj:0.093
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs200:Oth skin dx:0.087
* Vital: Wt Percentile-gain1to5 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 424 | OR_unadj: 0.622 [0.403 0.960] | indivs AUC:0.469
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.412
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 476 | OR_unadj: 1.407 [0.733 2.700] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 482 | OR_unadj: 0.662 [0.460 0.953] | indivs AUC:0.469
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg1to3 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 626 | OR_unadj: 0.825 [0.577 1.179] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.205
Diagnosis:9ccs113:Late eff CVD:0.198
Number of Visits:0.175
Diagnosis:9ccs92:Otitis media:0.119
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.104
Diagnosis:9ccs126:Ot up rsp in:0.101
Diagnosis:9ccs95:Oth nerv dx:0.101
Maternal Procedure History:45300-postPregnancy:0.089
Diagnosis:9ccs127:COPD:0.084
Vital: HR-avg7to10 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.550
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 242 | OR_unadj: 1.074 [0.524 2.198] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain7to13 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 663 | OR_unadj: 1.165 [0.818 1.659] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.471
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain3to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.542
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-avg19to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.472
Diagnosis:9ccs126:Ot up rsp in:0.309
Diagnosis:9ccs7:Viral infect:0.243
Diagnosis:9ccs257:Ot aftercare:0.212
Diagnosis:9ccs92:Otitis media:0.200
Diagnosis:9ccs253:Allergy:0.198
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.161
Diagnosis:9ccs90:Eye infectn:0.151
* Vital: Wt Percentile-avg10to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 638 | OR_unadj: 1.802 [1.392 2.332] | indivs AUC:0.591
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-gain0to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.460
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.369
Number of Visits:0.277
Diagnosis:9ccs257:Ot aftercare:0.273
Diagnosis:9ccs128:Asthma:0.232
Diagnosis:9ccs125:Bronchitis:0.230
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs90:Eye infectn:0.204
Diagnosis:9ccs10:Immuniz/scrn:0.200
Diagnosis:9ccs143:Abdom hernia | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.136
Maternal Procedure History:96372-otherPregnancy:0.120
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.119
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.119
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.119
Maternal Diagnosis:9ccs83:Epilepsy/cnv-otherPregnancy:0.119
Diagnosis:9ccs51:Ot endo dsor:0.114
Maternal Procedure History:S9470-postPregnancy:0.113
Lab:323854 CULTURE FECES - Sunrise:0.107
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.472
Diagnosis:9ccs126:Ot up rsp in:0.356
Number of Visits:0.205
Diagnosis:9ccs92:Otitis media:0.205
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs257:Ot aftercare:0.197
Diagnosis:9ccs7:Viral infect:0.189
Diagnosis:9ccs125:Bronchitis:0.138
Diagnosis:9ccs135:Intest infct:0.136
Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.234
Diagnosis:9ccs126:Ot up rsp in:0.182
Diagnosis:9ccs257:Ot aftercare:0.171
Diagnosis:9ccs7:Viral infect:0.168
Diagnosis:9ccs125:Bronchitis:0.167
Diagnosis:9ccs92:Otitis media:0.154
Diagnosis:9ccs10:Immuniz/scrn:0.145
Diagnosis:9ccs255:Social admin:0.136
Diagnosis:9ccs155:Other GI dx:0.131
Vital: HR-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 489 | OR_unadj: 0.990 [0.709 1.381] | indivs AUC:0.555
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 261 | OR_unadj: 0.765 [0.475 1.231] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg3to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg1to3 | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.476
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 536 | OR_unadj: 1.504 [1.134 1.995] | indivs AUC:0.570
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.229
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs239:Superfic inj:0.169
Diagnosis:9ccs155:Other GI dx:0.168
Number of Visits:0.163
Diagnosis:9ccs198:Ot infl skin:0.160
Diagnosis:9ccs126:Ot up rsp in:0.151
Diagnosis:9ccs10:Immuniz/scrn:0.148
Diagnosis:9ccs133:Oth low resp:0.147
Vital: Wt-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 266 | OR_unadj: 0.998 [0.625 1.594] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg13to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.539
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.453
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Diagnosis:9ccs126:Ot up rsp in:0.270
Number of Visits:0.267
Diagnosis:9ccs10:Immuniz/scrn:0.243
Diagnosis:9ccs257:Ot aftercare:0.225
Diagnosis:9ccs125:Bronchitis:0.219
Diagnosis:9ccs92:Otitis media:0.216
Diagnosis:9ccs200:Oth skin dx:0.216
Diagnosis:9ccs155:Other GI dx:0.202
Diagnosis:9ccs255:Social admin:0.189
Vital: Wt Percentile-gain0to3 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 363 | OR_unadj: 1.189 [0.815 1.732] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.476
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.202
Diagnosis:9ccs154:Gastroent:0.191
Diagnosis:9ccs253:Allergy:0.183
Diagnosis:9ccs133:Oth low resp:0.172
Diagnosis:9ccs126:Ot up rsp in:0.171
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs10:Immuniz/scrn:0.146
Vital: HR-avg3to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-avg10to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.593
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain1to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258
Lab:294147 FREE T4 - LMC:0.232
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.219
Lab:292147 TSH - Sunrise:0.175
Maternal Diagnosis:9ccs48:Thyroid dsor:0.155
Diagnosis:9ccs245:Syncope:0.151
Diagnosis:9ccs52:Nutrit defic:0.151
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.151
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.151
Vital: BMI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 261 | OR_unadj: 0.945 [0.528 1.690] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs126:Ot up rsp in | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs92:Otitis media:0.369
Diagnosis:9ccs255:Social admin:0.356
Number of Visits:0.332
Diagnosis:9ccs10:Immuniz/scrn:0.309
Diagnosis:9ccs257:Ot aftercare:0.279
Diagnosis:9ccs7:Viral infect:0.270
Diagnosis:9ccs125:Bronchitis:0.250
Diagnosis:9ccs90:Eye infectn:0.206
Diagnosis:9ccs253:Allergy:0.198
Vital: Wt Change-avg7to10 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 504 | OR_unadj: 0.896 [0.600 1.337] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs126:Ot up rsp in:0.206
Diagnosis:9ccs92:Otitis media:0.204
Diagnosis:9ccs7:Viral infect:0.180
Diagnosis:9ccs125:Bronchitis:0.175
Diagnosis:9ccs91:Other eye dx:0.173
Number of Visits:0.171
Diagnosis:9ccs10:Immuniz/scrn:0.151
Diagnosis:9ccs257:Ot aftercare:0.148
Diagnosis:9ccs155:Other GI dx:0.131
Vital: HR-avg16to19 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.539
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.546
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Diagnosis:9ccs125:Bronchitis:0.288
Diagnosis:9ccs126:Ot up rsp in:0.279
Diagnosis:9ccs92:Otitis media:0.273
Number of Visits:0.226
Diagnosis:9ccs7:Viral infect:0.225
Diagnosis:9ccs10:Immuniz/scrn:0.212
Diagnosis:9ccs255:Social admin:0.197
Diagnosis:9ccs128:Asthma:0.189
Diagnosis:9ccs122:Pneumonia:0.182
Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.152
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:0.116
Diagnosis:9ccs10:Immuniz/scrn:0.110
Maternal Diagnosis:9ccs167:Breast dx:0.103
Maternal Diagnosis:10ccs168:PID-postPregnancy:0.103
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.103
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.103
Maternal Diagnosis:9ccs172:Ovarian cyst:0.103
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.103
Vital: Ht Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.148
Maternal Diagnosis:9ccs215:gu cong anom:0.130
Diagnosis:9ccs120:Hemmorhoids:0.130
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.130
Diagnosis:9ccs188:Pelvic obstr:0.130
Maternal Diagnosis:9ccs245:Syncope:0.130
Diagnosis:9ccs134:Ot uppr resp:0.127
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.120
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.115
Vital: Wt Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 396 | OR_unadj: 1.125 [0.805 1.571] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 268 | OR_unadj: 0.904 [0.578 1.413] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 348 | OR_unadj: 1.343 [0.953 1.892] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg1to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 316 | OR_unadj: 0.819 [0.534 1.257] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.187
Diagnosis:9ccs200:Oth skin dx:0.160
Diagnosis:9ccs10:Immuniz/scrn:0.106
Diagnosis:9ccs7:Viral infect:0.101
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs255:Social admin:0.089
Diagnosis:9ccs72:Anxiety dx:0.085
Diagnosis:9ccs92:Otitis media:0.082
Diagnosis:9ccs91:Other eye dx:0.081
Vital: Wt for Len Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 495 | OR_unadj: 1.260 [0.921 1.724] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs138:Esophgeal dx:0.202
Diagnosis:9ccs141:Ot dx stomch:0.179
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.140
Diagnosis:9ccs133:Oth low resp:0.140
Maternal Lab History: HCG-otherPregnancy:0.134
Maternal Lab History: NT MoM-otherPregnancy:0.128
Maternal Lab History: INHMOM-postPregnancy:0.127
Diagnosis:9ccs155:Other GI dx:0.125
Diagnosis:9ccs257:Ot aftercare:0.111
Vital: Ht Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.473
Newborn Diagnosis:9ccs96:Hrt valve dx:0.250
Diagnosis:9ccs117:Ot circul dx:0.228
Newborn Diagnosis:9ccs213:Cardiac anom:0.208
Newborn Diagnosis:9ccs216:Nerv cong an:0.131
Diagnosis:9ccs245:Syncope:0.131
Diagnosis:9ccs244:Other injury:0.101
Maternal Diagnosis:9ccs149:Biliary dx:0.101
Diagnosis:9ccs91:Other eye dx:0.097
Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 244 | OR_unadj: 0.917 [0.577 1.459] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.506
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Lab:294203 BILIRUBIN TOTAL - LMC:0.374
Maternal Lab History: NTQR-LOCATION ID-postPregnancy:0.239
Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.188
Maternal Diagnosis:9ccs95:Oth nerv dx:-0.133
Diagnosis:9ccs62:Coag/hemr dx:-0.113
Newborn Diagnosis:9ccs216:Nerv cong an:-0.109
Maternal Procedure History:92551-postPregnancy:-0.098
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.096
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.092
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs7:Viral infect:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.105
Number of Visits:0.101
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.095
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.094
Newborn Diagnosis:9ccs218:Liveborn:-0.094
Diagnosis:9ccs155:Other GI dx:0.094
Diagnosis:9ccs109:Acute CVD:0.085
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:0.085
Vital: Wt Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 299 | OR_unadj: 1.324 [0.896 1.956] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 504 | OR_unadj: 1.284 [0.941 1.751] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.181
Newborn Diagnosis:9ccs222:Perint jaund:0.108
Lab:294203 BILIRUBIN TOTAL - LMC:-0.101
Maternal Diagnosis:9ccs253:Allergy:0.089
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077
Maternal Diagnosis:9ccs7:Viral infect:0.075
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: POTASSIUM-otherPregnancy:-0.069
Vital: Ht Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.242
Diagnosis:9ccs90:Eye infectn:0.173
Diagnosis:9ccs7:Viral infect:0.121
Number of Visits:0.111
Diagnosis:9ccs217:Ot cong anom:0.110
Maternal Diagnosis:9ccs133:Oth low resp:0.108
Diagnosis:9ccs44:Neoplsm unsp:0.108
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100
Diagnosis:9ccs96:Hrt valve dx:0.097
Vital: Wt Change-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 370 | OR_unadj: 0.972 [0.656 1.439] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs257:Ot aftercare:0.288
Diagnosis:9ccs126:Ot up rsp in:0.250
Diagnosis:9ccs128:Asthma:0.246
Diagnosis:9ccs92:Otitis media:0.230
Diagnosis:9ccs7:Viral infect:0.219
Diagnosis:9ccs122:Pneumonia:0.187
Number of Visits:0.183
Diagnosis:9ccs90:Eye infectn:0.175
Diagnosis:9ccs135:Intest infct:0.167
* Vital: Wt Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 462 | OR_unadj: 1.576 [1.167 2.127] | indivs AUC:0.556
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.219
Diagnosis:9ccs94:Other ear dx:0.198
Diagnosis:9ccs75:Hx mental dx:0.127
Number of Visits:0.124
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.107
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.103
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.091
Diagnosis:9ccs126:Ot up rsp in:0.091
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.471
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.212
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Diagnosis:9ccs2619:e codes: other specified- nec:0.116
Diagnosis:9ccs91:Other eye dx:0.110
Diagnosis:9ccs95:Oth nerv dx:0.107
Maternal Lab History: HERPES II IgG-postPregnancy:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.089
Diagnosis:9ccs257:Ot aftercare:0.089
Diagnosis:9ccs133:Oth low resp:0.085
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Number of Visits:0.195
Diagnosis:9ccs256:Exam/eval:0.184
Diagnosis:9ccs155:Other GI dx:0.172
Diagnosis:9ccs128:Asthma:0.170
Diagnosis:9ccs154:Gastroent:0.166
Diagnosis:9ccs253:Allergy:0.164
Diagnosis:9ccs126:Ot up rsp in:0.155
Diagnosis:9ccs127:COPD:0.155
Diagnosis:9ccs7:Viral infect:0.149
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Diagnosis:9ccs56:Cystic fibro:0.110
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.110
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.110
Maternal Diagnosis:9ccs107:Cardia arrst:0.110
Diagnosis:9ccs109:Acute CVD:0.110
Maternal Diagnosis:9ccs172:Ovarian cyst:0.110
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.108
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.093
Maternal Lab History: GFR in African American-otherPregnancy:-0.092
Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135
Diagnosis:9ccs216:Nerv cong an:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.085
Diagnosis:9ccs255:Social admin:0.076
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.076
Diagnosis:9ccs245:Syncope:0.076
Diagnosis:9ccs137:Mouth dx:0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.074
Diagnosis:9ccs4:Mycoses:0.074
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.225
Diagnosis:9ccs163:Other GU dx:0.164
Diagnosis:9ccs2:Septicemia:0.129
Diagnosis:9ccs257:Ot aftercare:0.120
Newborn Diagnosis:9ccs162:Ot dx bladdr:0.120
Diagnosis:9ccs66:Alchl-r mntl:0.120
Diagnosis:9ccs142:Appendicitis:0.120
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.120
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.120
Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs113:Late eff CVD:0.219
Diagnosis:9ccs94:Other ear dx:0.205
Diagnosis:9ccs95:Oth nerv dx:0.179
Number of Visits:0.130
Diagnosis:9ccs10:Immuniz/scrn:0.122
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.101
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.094
Diagnosis:9ccs70:Schizo/rl dx:0.093
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.091
Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs8:Oth infectns:1.000
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:0.217
Maternal Diagnosis:9ccs9:Sexual Infxs:0.217
Maternal Lab History: FASTING-postPregnancy:0.171
Maternal Lab History: FASTING-otherPregnancy:0.162
Diagnosis:9ccs2603:E Codes: Fall:0.132
Diagnosis:9ccs2620:E Codes: Unspecified:0.122
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.122
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.122
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.117
* Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.304
Diagnosis:9ccs125:Bronchitis:0.187
Diagnosis:9ccs257:Ot aftercare:0.182
Number of Visits:0.177
Diagnosis:9ccs92:Otitis media:0.169
Diagnosis:9ccs126:Ot up rsp in:0.153
Diagnosis:9ccs90:Eye infectn:0.129
Diagnosis:9ccs135:Intest infct:0.128
Diagnosis:9ccs127:COPD:0.127
* Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs122:Pneumonia:0.304
Diagnosis:9ccs125:Bronchitis:0.246
Diagnosis:9ccs92:Otitis media:0.232
Diagnosis:9ccs257:Ot aftercare:0.189
Number of Visits:0.187
Diagnosis:9ccs133:Oth low resp:0.170
Diagnosis:9ccs127:COPD:0.160
Diagnosis:9ccs126:Ot up rsp in:0.156
Diagnosis:9ccs7:Viral infect:0.137
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.487
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:295669 BILIRUBIN DIRECT - LMC:0.374
Diagnosis:9ccs151:Oth liver dx:-0.123
Diagnosis:9ccs245:Syncope:0.115
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.102
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:-0.102
Maternal Lab History: URINE KETONES-otherPregnancy:-0.101
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.101
Diagnosis:9ccs222:Perint jaund:-0.101
Vital: Temp-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.936 [0.502 1.744] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Diagnosis:9ccs204:Ot joint dx:0.255
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.222
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.222
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.222
Diagnosis:9ccs105:Conduction:0.222
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.155
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.149
Diagnosis:9ccs95:Oth nerv dx:0.147
Maternal Lab History: FERRITIN-otherPregnancy:-0.136
Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.184
Diagnosis:9ccs155:Other GI dx:0.140
Diagnosis:9ccs200:Oth skin dx:0.140
Diagnosis:9ccs154:Gastroent:0.138
Diagnosis:9ccs239:Superfic inj:0.127
Diagnosis:9ccs253:Allergy:0.118
Diagnosis:9ccs232:Sprain:0.114
Diagnosis:9ccs258:Other screen:0.102
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.102
Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Diagnosis:9ccs245:Syncope:0.191
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:0.191
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.191
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.150
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.137
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:0.137
Maternal Lab History: HEPATITIS B DNA-postPregnancy:0.137
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.137
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.137
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Number of Visits:0.180
Diagnosis:9ccs128:Asthma:0.160
Diagnosis:9ccs133:Oth low resp:0.155
Diagnosis:9ccs122:Pneumonia:0.127
Diagnosis:9ccs2619:e codes: other specified- nec:0.126
Maternal Diagnosis:9ccs212:Ot bone dx:0.126
Diagnosis:9ccs126:Ot up rsp in:0.125
Diagnosis:9ccs125:Bronchitis:0.120
Diagnosis:9ccs258:Other screen:0.103
Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs143:Abdom hernia:0.100
Maternal Diagnosis:9ccs126:Ot up rsp in:0.089
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.089
Newborn Diagnosis:9ccs252:Fatigue:0.089
Newborn Diagnosis:9ccs204:Ot joint dx:0.089
Diagnosis:9ccs104:Oth heart dx:0.089
Maternal Diagnosis:9ccs167:Breast dx:0.089
Diagnosis:9ccs250:Nausea/vomit:0.084
Maternal Diagnosis:9ccs138:Esophgeal dx:0.083
Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.181
Lab:294203 BILIRUBIN TOTAL - LMC:-0.123
Maternal Lab History: HCG-postPregnancy:0.112
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.101
Diagnosis:9ccs258:Other screen:0.100
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.097
Diagnosis:9ccs243:Poisn nonmed:0.096
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.096
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Diagnosis:9ccs258:Other screen:0.184
Diagnosis:9ccs200:Oth skin dx:0.169
Diagnosis:9ccs7:Viral infect:0.129
Diagnosis:9ccs155:Other GI dx:0.129
Diagnosis:9ccs256:Exam/eval:0.127
Diagnosis:9ccs133:Oth low resp:0.124
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.118
Diagnosis:9ccs197:Skin infectn:0.115
Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs200:Oth skin dx:0.133
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs126:Ot up rsp in:0.128
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:0.099
Diagnosis:9ccs7:Viral infect:0.095
Number of Visits:0.091
Diagnosis:9ccs155:Other GI dx:0.087
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.085
Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs166:Oth male gen:1.000
Maternal Procedure History:96372-otherPregnancy:0.104
Diagnosis:9ccs165:Inf male gen:0.102
Maternal Diagnosis:9ccs198:Ot infl skin:0.102
Diagnosis:9ccs142:Appendicitis:0.102
Diagnosis:9ccs230:Fx leg:0.102
Maternal Diagnosis:9ccs215:gu cong anom:0.102
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.102
Newborn Diagnosis:9ccs229:Fx arm:0.102
Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.102
* Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.473
Newborn Diagnosis:9ccs213:Cardiac anom:0.441
Newborn Diagnosis:9ccs96:Hrt valve dx:0.329
Diagnosis:9ccs117:Ot circul dx:0.225
Diagnosis:9ccs105:Conduction:0.132
Maternal Diagnosis:9ccs135:Intest infct:0.132
Newborn Diagnosis:9ccs239:Superfic inj:0.132
Newborn Diagnosis:9ccs97:Carditis:0.132
Newborn Diagnosis:9ccs104:Oth heart dx:0.132
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Diagnosis:9ccs3:Oth bact inf:0.202
Newborn Diagnosis:9ccs204:Ot joint dx:0.172
Maternal Diagnosis:9ccs126:Ot up rsp in:0.172
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:0.172
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.140
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.124
Maternal Procedure History:92551-postPregnancy:0.124
Maternal Lab History: FREE T-4-postPregnancy:0.122
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.120
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.472
Diagnosis:9ccs159:UTI:0.225
Newborn Diagnosis:9ccs161:Ot dx kidney:0.218
Newborn Diagnosis:9ccs162:Ot dx bladdr:0.154
Diagnosis:9ccs66:Alchl-r mntl:0.154
Diagnosis:9ccs162:Ot dx bladdr:0.154
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.154
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.154
Diagnosis:9ccs115:Aneurysm:0.154
Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Number of Visits:0.152
Diagnosis:9ccs124:Tonsillitis:0.127
Diagnosis:9ccs253:Allergy:0.125
Diagnosis:9ccs126:Ot up rsp in:0.124
Diagnosis:9ccs90:Eye infectn:0.115
Diagnosis:9ccs211:Ot conn tiss:0.111
Diagnosis:9ccs133:Oth low resp:0.100
Diagnosis:9ccs127:COPD:0.099
Diagnosis:9ccs91:Other eye dx:0.096
Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Diagnosis:9ccs239:Superfic inj:0.115
Diagnosis:9ccs10:Immuniz/scrn:0.108
Number of Visits:0.106
Diagnosis:9ccs253:Allergy:0.105
Diagnosis:9ccs137:Mouth dx:0.104
Diagnosis:9ccs138:Esophgeal dx:0.103
Diagnosis:9ccs200:Oth skin dx:0.103
Diagnosis:9ccs92:Otitis media:0.099
Diagnosis:9ccs7:Viral infect:0.089
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs258:Other screen:0.165
Diagnosis:9ccs200:Oth skin dx:0.105
Diagnosis:9ccs197:Skin infectn:0.104
Diagnosis:9ccs188:Pelvic obstr:0.103
Maternal Diagnosis:9ccs180:Ectopic preg:0.103
Diagnosis:9ccs115:Aneurysm:0.103
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.103
Newborn Diagnosis:9ccs134:Ot uppr resp:0.103
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.103
Vital: Wt Change-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 225 | OR_unadj: 0.845 [0.517 1.380] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs212:Ot bone dx:1.000
Diagnosis:9ccs44:Neoplsm unsp:0.315
Diagnosis:9ccs209:Ot acq defor:0.182
Maternal Diagnosis:9ccs182:Hemorr preg:0.092
Diagnosis:9ccs0:No DX:0.085
Diagnosis:9ccs89:Blindness:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Diagnosis:9ccs47:Ot bnign neo:0.064
Maternal Diagnosis:9ccs49:DiabMel no c:0.059
Diagnosis:9ccs96:Hrt valve dx:0.058
Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.185
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.183
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.150
Maternal Diagnosis:9ccs82:Paralysis:0.106
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.106
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.106
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.106
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.106
Maternal Diagnosis:9ccs215:gu cong anom:0.106
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.242
Diagnosis:9ccs217:Ot cong anom:0.212
Diagnosis:9ccs145:Int obstruct:0.211
Diagnosis:9ccs129:Asp pneumon:0.184
Maternal Diagnosis:9ccs169:Endometrios:0.184
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.155
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.153
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.150
Maternal Procedure History:92551-postPregnancy:-0.132
* Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.502
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.307
Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.307
Diagnosis:9ccs219:Low birth wt:-0.264
Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.206
Maternal Diagnosis:9ccs159:UTI:-0.194
Maternal Diagnosis:9ccs175:Ot femal gen:0.158
Diagnosis:9ccs59:Anemia:-0.135
Maternal Diagnosis:9ccs184:Early labor:-0.134
Diagnosis:10ccs238:Complic proc:0.132
Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Diagnosis:9ccs126:Ot up rsp in:0.139
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.139
Newborn Diagnosis:9ccs252:Fatigue:0.139
Diagnosis:9ccs230:Fx leg:0.139
Maternal Diagnosis:9ccs1:Tuberculosis:0.139
Maternal Lab History: COLONY COUNT-postPregnancy:0.133
Number of Visits:0.125
Diagnosis:9ccs165:Inf male gen:0.118
Maternal Procedure History:97803-otherPregnancy:0.117
* Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Diagnosis:9ccs250:Nausea/vomit:0.202
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.159
Diagnosis:9ccs133:Oth low resp:0.145
Maternal Lab History: INHMOM-otherPregnancy:0.126
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Lab History: INHMOM-postPregnancy:0.122
Diagnosis:9ccs155:Other GI dx:0.121
Maternal Procedure History:90656-postPregnancy:0.118
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs76:Meningitis:1.000
Lab:297275 STREP RAPID TEST (POCT):0.106
Diagnosis:9ccs92:Otitis media:0.103
Diagnosis:9ccs124:Tonsillitis:0.084
Maternal Diagnosis:9ccs195:Ot compl bir:-0.083
Diagnosis:9ccs4:Mycoses:0.082
Number of Visits:0.082
Maternal Lab History: 3 HOUR-otherPregnancy:-0.081
Maternal Diagnosis:9ccs176:Contraceptiv:0.079
Diagnosis:9ccs133:Oth low resp:0.073
Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:1.000
Maternal Lab History: FREE T3-postPregnancy:-0.208
Maternal Lab History: FIBRINOGEN-postPregnancy:0.132
Maternal Lab History: NTQR-LOCATION ID-postPregnancy:-0.129
Maternal Lab History: MAGNESIUM-postPregnancy:-0.109
Maternal Lab History: FREE T-4-postPregnancy:-0.096
Diagnosis:9ccs141:Ot dx stomch:0.090
Maternal Diagnosis:9ccs188:Pelvic obstr:0.086
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.084
Diagnosis:9ccs205:Back problem:0.082
* Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Diagnosis:9ccs212:Ot bone dx:0.182
Maternal Lab History: LEAD LEVEL-otherPregnancy:0.095
Diagnosis:9ccs2603:E Codes: Fall:0.089
Diagnosis:10ccs58:Ot nutrit dx:0.088
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.086
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086
Maternal Lab History: URINE KETONES-postPregnancy:0.082
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.077
Maternal Lab History: WBC-otherPregnancy:0.072
Diagnosis:9ccs231:Oth fracture | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs231:Oth fracture:1.000
Diagnosis:9ccs228:Fx skull fac:0.407
Diagnosis:9ccs229:Fx arm:0.332
Diagnosis:9ccs83:Epilepsy/cnv:0.119
Newborn Diagnosis:9ccs223:Birth trauma:0.103
Diagnosis:9ccs222:Perint jaund:0.067
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.051
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.051
Diagnosis:9ccs257:Ot aftercare:0.046
Diagnosis:9ccs7:Viral infect:0.045
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.179
Diagnosis:9ccs216:Nerv cong an:0.156
Diagnosis:9ccs211:Ot conn tiss:0.147
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.142
Maternal Diagnosis:9ccs172:Ovarian cyst:0.142
Newborn Diagnosis:9ccs166:Oth male gen:0.142
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.142
Diagnosis:9ccs86:Cataract:0.142
Diagnosis:9ccs129:Asp pneumon:0.142
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Diagnosis:9ccs105:Conduction:0.158
Newborn Diagnosis:9ccs200:Oth skin dx:0.155
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.109
Diagnosis:9ccs44:Neoplsm unsp:0.109
Diagnosis:9ccs62:Coag/hemr dx:0.105
Maternal Lab History: O2 SATURATION-postPregnancy:0.102
Maternal Lab History: PO2-postPregnancy:0.095
Diagnosis:9ccs117:Ot circul dx:0.093
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.089
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs223:Birth trauma:1.000
Newborn Diagnosis:9ccs223:Birth trauma:0.273
Newborn Diagnosis:9ccs229:Fx arm:0.217
Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.217
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.217
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.196
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.190
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.189
Maternal Procedure History:92551-postPregnancy:-0.155
Maternal Diagnosis:9ccs188:Pelvic obstr:0.152
Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:1.000
Diagnosis:9ccs96:Hrt valve dx:0.228
Diagnosis:9ccs213:Cardiac anom:0.225
Diagnosis:9ccs105:Conduction:0.222
Newborn Diagnosis:9ccs106:Dysrhythmia:0.222
Newborn Diagnosis:9ccs239:Superfic inj:0.222
Newborn Diagnosis:9ccs97:Carditis:0.222
Newborn Diagnosis:9ccs104:Oth heart dx:0.222
Newborn Diagnosis:9ccs200:Oth skin dx:0.220
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.204
Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Lab:297275 STREP RAPID TEST (POCT):1.000
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.539
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.539
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.381
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.381
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.269
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.269
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.269
Diagnosis:9ccs145:Int obstruct:0.264
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.241
* Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs245:Syncope:0.243
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.212
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.212
Maternal Diagnosis:9ccs126:Ot up rsp in:0.212
Diagnosis:9ccs70:Schizo/rl dx:0.148
Newborn Diagnosis:9ccs47:Ot bnign neo:0.148
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.148
Diagnosis:9ccs62:Coag/hemr dx:0.144
Diagnosis:9ccs231:Oth fracture:0.119
* Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs153:GI hemorrhag:0.209
Diagnosis:9ccs155:Other GI dx:0.191
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.167
Diagnosis:9ccs120:Hemmorhoids:0.167
Diagnosis:9ccs133:Oth low resp:0.166
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.159
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.146
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.139
Lab:294048 STOOL CULTURE - LMC:0.139
Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.703
Maternal Lab History: URINE CULTURE-postPregnancy:0.142
Diagnosis:9ccs8:Oth infectns:0.132
Diagnosis:9ccs64:Ot hematl dx:0.128
Diagnosis:9ccs165:Inf male gen:0.124
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.118
Diagnosis:9ccs70:Schizo/rl dx:0.114
Diagnosis:9ccs2619:e codes: other specified- nec:0.114
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.113
Diagnosis:9ccs2611:E Codes: Natural/environment | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2611:E Codes: Natural/environment:1.000
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.707
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.231
Maternal Lab History: MONOCYTE-postPregnancy:0.231
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.222
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.222
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.222
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.213
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.211
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.208
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Diagnosis:9ccs2619:e codes: other specified- nec:0.230
Diagnosis:9ccs239:Superfic inj:0.184
Diagnosis:9ccs137:Mouth dx:0.165
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.163
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.163
Newborn Diagnosis:9ccs134:Ot uppr resp:0.163
Diagnosis:9ccs155:Other GI dx:0.145
Maternal Lab History: LEAD LEVEL-postPregnancy:0.136
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.122
Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.469
Newborn Diagnosis:9ccs219:Low birth wt:0.467
Newborn Diagnosis:9ccs253:Allergy:0.271
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264
Newborn Diagnosis:9ccs256:Exam/eval:0.214
Newborn Diagnosis:9ccs222:Perint jaund:0.213
Maternal Lab History: ESTRIOL-postPregnancy:0.187
Maternal Lab History: URINE CULTURE-postPregnancy:0.186
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.181
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000
Lab:292147 TSH - Sunrise:0.723
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.555
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.491
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.267
Diagnosis:9ccs48:Thyroid dsor:0.258
Maternal Lab History: NEUTROPHIL-postPregnancy:0.257
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.223
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.215
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.202
Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.504
Correlated most with:
Diagnosis:10ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.703
Diagnosis:9ccs2619:e codes: other specified- nec:0.164
Diagnosis:9ccs64:Ot hematl dx:0.123
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.111
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.108
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.101
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.097
Diagnosis:9ccs8:Oth infectns:0.093
Diagnosis:9ccs209:Ot acq defor:0.088
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs167:Breast dx:1.000
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.353
Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.353
Maternal Lab History: TP VOLUME-otherPregnancy:-0.233
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.202
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.174
Maternal Procedure History:90746-postPregnancy:-0.165
Maternal Lab History: PROLACTIN-postPregnancy:0.139
Newborn Diagnosis:9ccs221:Resp distres:0.135
Maternal Lab History: hCG MoM-otherPregnancy:0.129
Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Diagnosis:9ccs188:Pelvic obstr:0.184
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.184
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.184
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.154
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.153
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.148
Maternal Lab History: PTT-otherPregnancy:0.144
Maternal Lab History: INR-otherPregnancy:0.137
Maternal Procedure History:93005-otherPregnancy:0.134
Vital: BMI Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Diagnosis:9ccs154:Gastroent:0.209
Lab:321098 OCCULT BLOOD FECES - Sunrise:0.190
Lab:294048 STOOL CULTURE - LMC:0.178
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.155
Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.155
Maternal Diagnosis:9ccs212:Ot bone dx:0.152
Lab:323854 CULTURE FECES - Sunrise:0.127
Diagnosis:9ccs140:Gastritis:0.113
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.100
Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:1.000
Lab:294147 FREE T4 - LMC:-0.434
Lab:294205 TSH REFLEX TO FT4 - LMC:0.350
Maternal Lab History: PT-otherPregnancy:-0.287
Diagnosis:9ccs211:Ot conn tiss:0.255
Maternal Lab History: URIC ACID-otherPregnancy:0.225
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.205
Maternal Lab History: LDH-otherPregnancy:0.191
Maternal Lab History: 2 HOUR-postPregnancy:-0.179
Maternal Lab History: GAMMA GT-otherPregnancy:-0.162
Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.185
Diagnosis:9ccs145:Int obstruct:0.171
Diagnosis:9ccs51:Ot endo dsor:0.148
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.135
Diagnosis:9ccs240:Burns:0.124
Maternal Diagnosis:9ccs163:Other GU dx:0.119
Maternal Lab History: URINE KETONES-postPregnancy:0.118
Lab:292495 LEAD LEVEL - Sunrise:-0.102
Diagnosis:9ccs151:Oth liver dx:0.096
Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:1.000
Diagnosis:9ccs243:Poisn nonmed:-0.102
Diagnosis:9ccs217:Ot cong anom:0.085
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.069
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.069
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.063
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.063
Maternal Diagnosis:9ccs183:HTN in preg:0.063
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.062
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.061
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Newborn Diagnosis:9ccs166:Oth male gen:0.377
Maternal Diagnosis:9ccs96:Hrt valve dx:0.187
Maternal Diagnosis:9ccs253:Allergy:0.187
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.063
Diagnosis:9ccs259:Unclassified:0.056
Diagnosis:9ccs217:Ot cong anom:0.049
Diagnosis:9ccs256:Exam/eval:0.048
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.046
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046
Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.288
Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.205
Newborn Diagnosis:9ccs133:Oth low resp:0.202
Newborn Diagnosis:9ccs216:Nerv cong an:0.164
Diagnosis:9ccs95:Oth nerv dx:0.156
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.143
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.133
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.121
Maternal Lab History: IRON % SATURATION-postPregnancy:0.118
Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Lab:306617 OCCULT BLOOD TEST (FECAL):1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.441
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.279
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.268
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.255
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.249
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.244
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.212
Maternal Lab History: VLDL-postPregnancy:-0.200
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.190
Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.353
Newborn Diagnosis:9ccs216:Nerv cong an:0.202
Diagnosis:9ccs83:Epilepsy/cnv:0.144
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.114
Lab:295669 BILIRUBIN DIRECT - LMC:-0.113
Diagnosis:9ccs47:Ot bnign neo:0.105
Diagnosis:9ccs166:Oth male gen:0.098
Diagnosis:9ccs216:Nerv cong an:0.097
Diagnosis:9ccs55:Fluid/elc dx:0.093
Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.494
Correlated most with:
Lab:294205 TSH REFLEX TO FT4 - LMC:1.000
Lab:294147 FREE T4 - LMC:-0.386
Diagnosis:9ccs204:Ot joint dx:0.350
Maternal Lab History: 2 HOUR-postPregnancy:-0.188
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.153
Maternal Diagnosis:9ccs61:Sickle cell:0.126
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.108
Maternal Lab History: TEST NAME-otherPregnancy:-0.098
Maternal Lab History: WEIGHT-postPregnancy:0.096
Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs246:FUO:1.000
Diagnosis:9ccs232:Sprain:0.315
Diagnosis:9ccs2:Septicemia:0.166
Diagnosis:9ccs3:Oth bact inf:0.131
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.125
Diagnosis:9ccs239:Superfic inj:0.093
Diagnosis:9ccs240:Burns:0.092
Maternal Diagnosis:9ccs106:Dysrhythmia:0.092
Maternal Procedure History:86580-otherPregnancy:0.091
Maternal Procedure History:86580-postPregnancy:0.085
Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs163:Other GU dx:1.000
Maternal Diagnosis:9ccs200:Oth skin dx:0.288
Newborn Diagnosis:9ccs161:Ot dx kidney:0.202
Diagnosis:9ccs145:Int obstruct:0.164
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.164
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.164
Diagnosis:9ccs159:UTI:0.164
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Maternal Procedure History:96372-postPregnancy:0.144
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.125
Newborn Diagnosis:9ccs218:Liveborn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1748 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs130:Pleurisy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs130:Pleurisy:1.000
Maternal Lab History: A/G-postPregnancy:0.205
Maternal Lab History: PH-postPregnancy:-0.150
Maternal Lab History: GLOBULIN-postPregnancy:-0.150
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.145
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.114
Maternal Lab History: VLDL-postPregnancy:-0.105
Maternal Lab History: POLYS-postPregnancy:0.089
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.088
Maternal Lab History: UREA NITROGEN-postPregnancy:0.085
Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs55:Fluid/elc dx:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.276
Maternal Procedure History:97530-postPregnancy:-0.227
Maternal Procedure History:97112-postPregnancy:0.209
Maternal Lab History: RET ABS-postPregnancy:-0.197
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.197
Maternal Procedure History:J3301-postPregnancy:0.197
Maternal Procedure History:97035-postPregnancy:0.197
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.197
Maternal Procedure History:20550-postPregnancy:0.197
Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:10ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:10ccs238:Complic proc:1.000
Diagnosis:9ccs2604:E Codes: Fire/burn:1.000
Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy:0.707
Maternal Lab History: URINE KETONES-otherPregnancy:0.543
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.285
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.266
Maternal Lab History: RUBELLA-otherPregnancy:0.253
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.213
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.199
Maternal Lab History: hCG MoM-otherPregnancy:0.198
Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs240:Burns:1.000
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.217
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.217
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.217
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.180
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.176
Maternal Lab History: MONOCYTE-otherPregnancy:0.167
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.155
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.155
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.152
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Procedure History:96372-otherPregnancy:0.294
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.262
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.236
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.214
Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.214
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.211
Diagnosis:9ccs250:Nausea/vomit:0.179
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.171
Maternal Lab History: BILE ACIDS-postPregnancy:0.157
Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2620:E Codes: Unspecified:1.000
Diagnosis:9ccs117:Ot circul dx:0.126
Diagnosis:9ccs223:Birth trauma:0.122
Diagnosis:9ccs8:Oth infectns:0.122
Diagnosis:9ccs89:Blindness:0.103
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.092
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.092
Diagnosis:9ccs2603:E Codes: Fall:0.091
Diagnosis:9ccs258:Other screen:0.090
Diagnosis:9ccs4:Mycoses:0.076
Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.494
Correlated most with:
Lab:294147 FREE T4 - LMC:1.000
Diagnosis:9ccs204:Ot joint dx:-0.434
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.386
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.341
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.241
Maternal Lab History: 2 HOUR-postPregnancy:0.233
Diagnosis:9ccs48:Thyroid dsor:0.232
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.208
Maternal Lab History: T-3(Total)-postPregnancy:-0.207
Maternal Lab History: TEST NAME-otherPregnancy:-0.157
Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:1.000
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.328
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.190
Maternal Procedure History:86580-otherPregnancy:0.174
Maternal Lab History: RDW-otherPregnancy:0.151
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.138
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.125
Maternal Lab History: ABS LYMPH-otherPregnancy:0.119
Maternal Diagnosis:9ccs155:Other GI dx:-0.109
Maternal Lab History: MPV-otherPregnancy:0.109
Newborn Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs147:Anal/rectal:1.000
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.249
Diagnosis:9ccs120:Hemmorhoids:0.249
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.214
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.200
Maternal Lab History: PTT-otherPregnancy:0.193
Maternal Lab History: GFR in African American-otherPregnancy:0.184
Maternal Lab History: GFR Calculation-otherPregnancy:0.184
Maternal Lab History: INR-otherPregnancy:0.183
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.174
Diagnosis:9ccs2604:E Codes: Fire/burn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:10ccs238:Complic proc:1.000
Diagnosis:9ccs2604:E Codes: Fire/burn:1.000
Maternal Diagnosis:9ccs185:Long pregncy-otherPregnancy:0.707
Maternal Lab History: URINE KETONES-otherPregnancy:0.543
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.285
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.266
Maternal Lab History: RUBELLA-otherPregnancy:0.253
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.213
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.199
Maternal Lab History: hCG MoM-otherPregnancy:0.198
Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs242:Poisn ot med:1.000
Diagnosis:9ccs188:Pelvic obstr:0.315
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.315
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.314
Maternal Procedure History:90801-postPregnancy:0.290
Lab:294199 BILIRUBIN SCAN - LMC:-0.266
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.224
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.224
Maternal Lab History: TSH-postPregnancy:0.224
Maternal Lab History: A/G RATIO-postPregnancy:-0.224
Diagnosis:9ccs104:Oth heart dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs104:Oth heart dx:1.000
Newborn Diagnosis:9ccs213:Cardiac anom:0.257
Diagnosis:9ccs213:Cardiac anom:0.132
Newborn Diagnosis:9ccs219:Low birth wt:0.095
Diagnosis:9ccs259:Unclassified:0.089
Diagnosis:9ccs134:Ot uppr resp:0.074
Diagnosis:9ccs126:Ot up rsp in:-0.040
Diagnosis:9ccs257:Ot aftercare:0.027
Maternal Diagnosis:9ccs195:Ot compl bir:0.026
Diagnosis:9ccs253:Allergy:-0.023
Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs205:Back problem:1.000
Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.197
Diagnosis:9ccs245:Syncope:0.157
Maternal Diagnosis:9ccs6:Hepatitis:0.100
Lab:294203 BILIRUBIN TOTAL - LMC:0.095
Maternal Procedure History:90746-postPregnancy:-0.092
Maternal Diagnosis:9ccs191:Amnios dx:0.086
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.083
Diagnosis:9ccs251:Abdomnl pain:0.082
Diagnosis:9ccs133:Oth low resp:0.080
Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:294048 STOOL CULTURE - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:294048 STOOL CULTURE - LMC:1.000
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.813
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.364
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.310
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.271
Diagnosis:9ccs153:GI hemorrhag:0.178
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.170
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.158
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.155
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.145
Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs75:Hx mental dx:1.000
Maternal Diagnosis:9ccs133:Oth low resp:0.315
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.257
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.138
Maternal Lab History: ALT-otherPregnancy:0.132
Diagnosis:9ccs113:Late eff CVD:0.127
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.115
Maternal Procedure History:96372-postPregnancy:0.111
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.090
Maternal Procedure History:97110-postPregnancy:-0.089
Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs130:Pleurisy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:295490 17 HYDROXYPROGESTERONE - LMC:-1.000
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:1.000
Maternal Diagnosis:9ccs159:UTI:0.317
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.307
Newborn Diagnosis:9ccs221:Resp distres:-0.197
Diagnosis:9ccs153:GI hemorrhag:0.155
Diagnosis:9ccs219:Low birth wt:0.130
Diagnosis:9ccs258:Other screen:-0.117
Diagnosis:9ccs215:gu cong anom:-0.079
Diagnosis:9ccs137:Mouth dx:-0.077
Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs51:Ot endo dsor:1.000
Diagnosis:9ccs243:Poisn nonmed:0.148
Newborn Diagnosis:9ccs215:gu cong anom:0.135
Diagnosis:9ccs143:Abdom hernia:0.114
Maternal Diagnosis:9ccs60:Acut p-h anm:0.105
Diagnosis:9ccs215:gu cong anom:0.101
Diagnosis:9ccs165:Inf male gen:0.065
Maternal Diagnosis:9ccs185:Long pregncy:0.057
Diagnosis:9ccs159:UTI:0.053
Diagnosis:9ccs155:Other GI dx:0.052
Lab:295490 17 HYDROXYPROGESTERONE - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:295490 17 HYDROXYPROGESTERONE - LMC:1.000
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-1.000
Maternal Diagnosis:9ccs159:UTI:-0.317
Lab:297262 HEMOGLOBIN (HEMOCUE):0.307
Newborn Diagnosis:9ccs221:Resp distres:0.197
Diagnosis:9ccs153:GI hemorrhag:-0.155
Diagnosis:9ccs219:Low birth wt:-0.130
Diagnosis:9ccs258:Other screen:0.117
Diagnosis:9ccs215:gu cong anom:0.079
Diagnosis:9ccs137:Mouth dx:0.077
Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.363
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.355
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:-0.293
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.207
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.189
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.174
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.172
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.169
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.169
Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs3:Oth bact inf:1.000
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.301
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.301
Lab:297280 GLUCOSE REAGENT STRIP:0.214
Newborn Diagnosis:9ccs63:Wht blood dx:0.211
Diagnosis:9ccs232:Sprain:0.211
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.211
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.211
Diagnosis:9ccs247:Lymph enlarg:0.202
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.168
Diagnosis:9ccs72:Anxiety dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs72:Anxiety dx:1.000
Maternal Lab History: APTT-postPregnancy:-0.512
Maternal Lab History: PATIENT-postPregnancy:-0.353
Maternal Lab History: HERPES I IgG-postPregnancy:-0.292
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.266
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.155
Diagnosis:9ccs117:Ot circul dx:0.155
Maternal Lab History: INR-postPregnancy:-0.143
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.128
Diagnosis:9ccs89:Blindness:0.128
Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs229:Fx arm:1.000
Diagnosis:9ccs231:Oth fracture:0.332
Diagnosis:9ccs147:Anal/rectal:0.141
Diagnosis:9ccs83:Epilepsy/cnv:0.119
Newborn Diagnosis:9ccs223:Birth trauma:0.103
Diagnosis:9ccs258:Other screen:0.090
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.089
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.089
Diagnosis:9ccs134:Ot uppr resp:0.081
Diagnosis:9ccs165:Inf male gen:0.078
Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs140:Gastritis:1.000
Maternal Diagnosis:9ccs212:Ot bone dx:0.194
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.157
Maternal Procedure History:90472-postPregnancy:0.146
Maternal Lab History: MONOCYTE-postPregnancy:0.139
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.135
Diagnosis:9ccs153:GI hemorrhag:0.113
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.100
Diagnosis:9ccs213:Cardiac anom:0.098
Maternal Lab History: BICARBONATE-postPregnancy:-0.095
Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs2:Septicemia:1.000
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.309
Maternal Lab History: LIPASE-postPregnancy:-0.293
Maternal Lab History: FREE T-4-otherPregnancy:0.293
Maternal Lab History: AMYLASE-postPregnancy:-0.279
Maternal Lab History: LDL-otherPregnancy:-0.262
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.240
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.205
Maternal Diagnosis:9ccs194:Forceps del:0.187
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.168
Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs63:Wht blood dx:1.000
Diagnosis:9ccs64:Ot hematl dx:0.135
Diagnosis:9ccs8:Oth infectns:0.105
Diagnosis:9ccs161:Ot dx kidney:0.072
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.067
Diagnosis:9ccs244:Other injury:0.064
Diagnosis:9ccs257:Ot aftercare:0.053
Diagnosis:9ccs159:UTI:0.053
Diagnosis:9ccs7:Viral infect:0.052
Diagnosis:9ccs143:Abdom hernia:0.052
Diagnosis:9ccs232:Sprain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs232:Sprain:1.000
Lab:297280 GLUCOSE REAGENT STRIP:0.500
Diagnosis:9ccs246:FUO:0.315
Diagnosis:9ccs3:Oth bact inf:0.211
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.202
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.187
Diagnosis:9ccs240:Burns:0.152
Maternal Lab History: WBC-postPregnancy:0.125
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.120
Maternal Lab History: AFP-otherPregnancy:-0.117
Lab:321098 OCCULT BLOOD FECES - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Lab:321098 OCCULT BLOOD FECES - Sunrise:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.388
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.289
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.262
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.223
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.218
Diagnosis:9ccs2619:e codes: other specified- nec:-0.204
Diagnosis:9ccs153:GI hemorrhag:0.190
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.178
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.178
Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000
Maternal Diagnosis:9ccs245:Syncope:0.367
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.244
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.181
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.173
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.142
Maternal Lab History: GLUCOSE-otherPregnancy:0.125
Diagnosis:9ccs211:Ot conn tiss:-0.124
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.117
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.116
Newborn Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs245:Syncope:1.000
Diagnosis:9ccs83:Epilepsy/cnv:0.243
Diagnosis:9ccs205:Back problem:0.157
Diagnosis:9ccs48:Thyroid dsor:0.151
Newborn Diagnosis:9ccs213:Cardiac anom:0.146
Diagnosis:9ccs96:Hrt valve dx:0.131
Diagnosis:9ccs117:Ot circul dx:0.126
Lab:294203 BILIRUBIN TOTAL - LMC:0.115
Lab:295669 BILIRUBIN DIRECT - LMC:0.088
Diagnosis:9ccs161:Ot dx kidney:0.085
Diagnosis:9ccs105:Conduction | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs105:Conduction:1.000
Newborn Diagnosis:9ccs200:Oth skin dx:0.500
Diagnosis:9ccs211:Ot conn tiss:0.222
Diagnosis:9ccs117:Ot circul dx:0.222
Diagnosis:9ccs47:Ot bnign neo:0.158
Diagnosis:9ccs213:Cardiac anom:0.132
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.113
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.113
Diagnosis:9ccs0:No DX:0.103
Diagnosis:9ccs127:COPD:0.089
Diagnosis:9ccs235:Opn wnd head | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs235:Opn wnd head:1.000
Diagnosis:9ccs159:UTI:0.081
Newborn Diagnosis:9ccs256:Exam/eval:0.065
Maternal Diagnosis:9ccs176:Contraceptiv:0.049
Diagnosis:9ccs58:Ot nutrit dx:0.048
Diagnosis:9ccs122:Pneumonia:0.046
Diagnosis:9ccs59:Anemia:0.044
Maternal Diagnosis:9ccs186:DM in preg:0.043
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.037
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.037
Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs64:Ot hematl dx:1.000
Newborn Diagnosis:9ccs252:Fatigue:0.276
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.276
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.276
Maternal Lab History: COLONY COUNT-postPregnancy:0.214
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.157
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.154
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.135
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.135
Diagnosis:9ccs63:Wht blood dx:0.135
Lab:297280 GLUCOSE REAGENT STRIP | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Lab:297280 GLUCOSE REAGENT STRIP:1.000
Diagnosis:9ccs232:Sprain:0.500
Diagnosis:9ccs3:Oth bact inf:0.214
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.190
Maternal Lab History: WBC-postPregnancy:0.125
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.121
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.119
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.108
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.106
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.103
Lab:306854 PLATELET COUNT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:306854 PLATELET COUNT - Sunrise:1.000
Maternal Lab History: TP PERIOD-otherPregnancy:0.669
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.640
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.603
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.509
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.506
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.506
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.504
Diagnosis:9ccs238:Complic proc:0.413
Newborn Diagnosis:9ccs218:Liveborn:0.404
Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs214:GI cong anom:1.000
Maternal Diagnosis:9ccs6:Hepatitis:0.187
Diagnosis:9ccs141:Ot dx stomch:0.148
Diagnosis:9ccs138:Esophgeal dx:0.106
Maternal Diagnosis:9ccs106:Dysrhythmia:0.105
Maternal Diagnosis:9ccs128:Asthma:0.083
Diagnosis:9ccs127:COPD:0.083
Diagnosis:9ccs217:Ot cong anom:0.075
Diagnosis:9ccs47:Ot bnign neo:0.074
Diagnosis:9ccs197:Skin infectn:0.060
Newborn Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs181:Ot preg comp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs181:Ot preg comp:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.505
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.146
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.102
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.083
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.082
Diagnosis:9ccs96:Hrt valve dx:0.076
Maternal Lab History: RBC-postPregnancy:-0.074
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.074
Diagnosis:9ccs151:Oth liver dx:0.073
Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs61:Sickle cell:1.000
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.287
Maternal Diagnosis:9ccs106:Dysrhythmia:0.105
Diagnosis:9ccs8:Oth infectns:0.105
Diagnosis:9ccs134:Ot uppr resp:0.066
Lab:297262 HEMOGLOBIN (HEMOCUE):0.060
Diagnosis:9ccs128:Asthma:0.058
Newborn Diagnosis:9ccs224:Ot perint dx:0.052
Maternal Diagnosis:9ccs59:Anemia:0.045
Diagnosis:9ccs215:gu cong anom:0.045
Newborn Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs162:Ot dx bladdr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs162:Ot dx bladdr:1.000
Maternal Lab History: MPV-otherPregnancy:0.300
Maternal Lab History: URINE PH-otherPregnancy:-0.161
Diagnosis:9ccs161:Ot dx kidney:0.154
Newborn Diagnosis:9ccs215:gu cong anom:0.139
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.133
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.122
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.122
Maternal Lab History: RBC-otherPregnancy:0.121
Diagnosis:9ccs159:UTI:0.120
Diagnosis:9ccs109:Acute CVD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs109:Acute CVD:1.000
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.577
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.500
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.471
Maternal Lab History: GFR in African American-otherPregnancy:-0.345
Maternal Lab History: GFR Calculation-otherPregnancy:-0.343
Maternal Lab History: PAPP-A-postPregnancy:0.331
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.315
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.291
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.288
Diagnosis:9ccs56:Cystic fibro | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs56:Cystic fibro:1.000
Maternal Diagnosis:9ccs56:Cystic fibro:0.577
Maternal Lab History: PTT-otherPregnancy:0.444
Maternal Lab History: INR-otherPregnancy:0.421
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.407
Newborn Diagnosis:9ccs155:Other GI dx:0.287
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.287
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.221
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.190
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.180
Diagnosis:9ccs70:Schizo/rl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs70:Schizo/rl dx:1.000
Maternal Diagnosis:9ccs8:Oth infectns:0.707
Maternal Diagnosis:9ccs238:Complic proc:0.234
Diagnosis:9ccs223:Birth trauma:0.152
Diagnosis:9ccs83:Epilepsy/cnv:0.148
Diagnosis:9ccs89:Blindness:0.128
Diagnosis:9ccs2603:E Codes: Fall:0.114
Maternal Diagnosis:9ccs188:Pelvic obstr:0.104
Diagnosis:9ccs74:Ot mentl cnd:0.093
MatDeliveryAge:0.068
Newborn Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 0.955090244878
Number of Visits : 0.0108368445996
MatDeliveryAge : 0.00901593276811
Newborn Diagnosis : 0.00681411898584
Diagnosis : 0.0177685252982
Lab : 0.000474333470003
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_index_no_min_no_census
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_results_no_min_no_census
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_models_no_min_no_census.pkl
-----------------------------------------------------
boys no_min no_census gradientboost
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.750, R^2 test: 0.152
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: 0.147
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.141
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.974, Explained Variance Score Train: 0.749
AUC Validation: 0.790, Explained Variance Score Validation: 0.270
AUC Test: 0.673, Explained Variance Score Test: 0.181
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.126
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.905, R^2 test: 0.102
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.944, R^2 test: 0.109
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.976, Explained Variance Score Train: 0.844
AUC Validation: 0.740, Explained Variance Score Validation: 0.319
AUC Test: 0.709, Explained Variance Score Test: 0.169
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: 0.198
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.192
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.917, R^2 test: 0.195
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.981, Explained Variance Score Train: 0.871
AUC Validation: 0.798, Explained Variance Score Validation: 0.102
AUC Test: 0.746, Explained Variance Score Test: 0.226
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.889, R^2 test: 0.150
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.922, R^2 test: 0.137
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.923, R^2 test: 0.140
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.984, Explained Variance Score Train: 0.884
AUC Validation: 0.734, Explained Variance Score Validation: 0.219
AUC Test: 0.707, Explained Variance Score Test: 0.138
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.689, R^2 test: 0.093
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: 0.099
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.107
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.958, Explained Variance Score Train: 0.780
AUC Validation: 0.741, Explained Variance Score Validation: 0.201
AUC Test: 0.689, Explained Variance Score Test: 0.163
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.687, R^2 test: 0.148
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.748, R^2 test: 0.145
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: 0.138
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.949, Explained Variance Score Train: 0.711
AUC Validation: 0.707, Explained Variance Score Validation: 0.147
AUC Test: 0.708, Explained Variance Score Test: 0.159
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.183
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.899, R^2 test: 0.193
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.897, R^2 test: 0.162
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.973, Explained Variance Score Train: 0.886
AUC Validation: 0.827, Explained Variance Score Validation: 0.286
AUC Test: 0.731, Explained Variance Score Test: 0.198
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: 0.224
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.749, R^2 test: 0.212
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.772, R^2 test: 0.232
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.976, Explained Variance Score Train: 0.749
AUC Validation: 0.774, Explained Variance Score Validation: 0.281
AUC Test: 0.722, Explained Variance Score Test: 0.228
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: 0.068
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.091
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.096
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.990, Explained Variance Score Train: 0.849
AUC Validation: 0.794, Explained Variance Score Validation: 0.238
AUC Test: 0.710, Explained Variance Score Test: 0.146
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.767, R^2 test: 0.218
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.802, R^2 test: 0.239
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.256
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.981, Explained Variance Score Train: 0.875
AUC Validation: 0.899, Explained Variance Score Validation: 0.438
AUC Test: 0.732, Explained Variance Score Test: 0.249
total variables 2039 and total subjects: 1751
->AUC validation: 0.781 95% CI: [0.748 , 0.813]
->AUC test: 0.713 95% CI: [0.700 , 0.725]
->Explained Variance (R2) validation: 0.250 95% CI: [0.195 , 0.305]
->Explained Variance (R2) test: 0.186 95% CI: [0.163 , 0.208]
Test set metrics:
@threshold:1.524, sens:0.000, spec:1.000, ppv:0.000, acc:0.774, f1:0.000, total+:0, total-:350
@threshold:0.796, sens:0.063, spec:1.000, ppv:1.000, acc:0.789, f1:0.119, total+:5, total-:345
@threshold:0.757, sens:0.076, spec:0.996, ppv:0.857, acc:0.789, f1:0.140, total+:7, total-:343
@threshold:0.722, sens:0.101, spec:0.993, ppv:0.800, acc:0.791, f1:0.180, total+:10, total-:340
@threshold:0.717, sens:0.114, spec:0.993, ppv:0.818, acc:0.794, f1:0.200, total+:11, total-:339
@threshold:0.666, sens:0.127, spec:0.989, ppv:0.769, acc:0.794, f1:0.217, total+:13, total-:337
@threshold:0.609, sens:0.139, spec:0.978, ppv:0.647, acc:0.789, f1:0.229, total+:17, total-:333
@threshold:0.595, sens:0.139, spec:0.974, ppv:0.611, acc:0.786, f1:0.227, total+:18, total-:332
@threshold:0.571, sens:0.152, spec:0.970, ppv:0.600, acc:0.786, f1:0.242, total+:20, total-:330
@threshold:0.558, sens:0.152, spec:0.967, ppv:0.571, acc:0.783, f1:0.240, total+:21, total-:329
@threshold:0.550, sens:0.165, spec:0.967, ppv:0.591, acc:0.786, f1:0.257, total+:22, total-:328
@threshold:0.516, sens:0.203, spec:0.963, ppv:0.615, acc:0.791, f1:0.305, total+:26, total-:324
@threshold:0.501, sens:0.215, spec:0.963, ppv:0.630, acc:0.794, f1:0.321, total+:27, total-:323
@threshold:0.496, sens:0.215, spec:0.959, ppv:0.607, acc:0.791, f1:0.318, total+:28, total-:322
@threshold:0.452, sens:0.228, spec:0.941, ppv:0.529, acc:0.780, f1:0.319, total+:34, total-:316
@threshold:0.450, sens:0.228, spec:0.937, ppv:0.514, acc:0.777, f1:0.316, total+:35, total-:315
@threshold:0.431, sens:0.241, spec:0.934, ppv:0.514, acc:0.777, f1:0.328, total+:37, total-:313
@threshold:0.421, sens:0.278, spec:0.930, ppv:0.537, acc:0.783, f1:0.367, total+:41, total-:309
@threshold:0.415, sens:0.291, spec:0.930, ppv:0.548, acc:0.786, f1:0.380, total+:42, total-:308
@threshold:0.415, sens:0.291, spec:0.926, ppv:0.535, acc:0.783, f1:0.377, total+:43, total-:307
@threshold:0.409, sens:0.304, spec:0.926, ppv:0.545, acc:0.786, f1:0.390, total+:44, total-:306
@threshold:0.398, sens:0.304, spec:0.923, ppv:0.533, acc:0.783, f1:0.387, total+:45, total-:305
@threshold:0.394, sens:0.316, spec:0.919, ppv:0.532, acc:0.783, f1:0.397, total+:47, total-:303
@threshold:0.389, sens:0.316, spec:0.915, ppv:0.521, acc:0.780, f1:0.394, total+:48, total-:302
@threshold:0.379, sens:0.329, spec:0.908, ppv:0.510, acc:0.777, f1:0.400, total+:51, total-:299
@threshold:0.353, sens:0.329, spec:0.904, ppv:0.500, acc:0.774, f1:0.397, total+:52, total-:298
@threshold:0.328, sens:0.342, spec:0.889, ppv:0.474, acc:0.766, f1:0.397, total+:57, total-:293
@threshold:0.327, sens:0.342, spec:0.886, ppv:0.466, acc:0.763, f1:0.394, total+:58, total-:292
@threshold:0.325, sens:0.354, spec:0.886, ppv:0.475, acc:0.766, f1:0.406, total+:59, total-:291
@threshold:0.316, sens:0.354, spec:0.882, ppv:0.467, acc:0.763, f1:0.403, total+:60, total-:290
@threshold:0.313, sens:0.367, spec:0.882, ppv:0.475, acc:0.766, f1:0.414, total+:61, total-:289
@threshold:0.250, sens:0.405, spec:0.878, ppv:0.492, acc:0.771, f1:0.444, total+:65, total-:285
@threshold:0.237, sens:0.418, spec:0.863, ppv:0.471, acc:0.763, f1:0.443, total+:70, total-:280
@threshold:0.223, sens:0.443, spec:0.860, ppv:0.479, acc:0.766, f1:0.461, total+:73, total-:277
@threshold:0.177, sens:0.456, spec:0.849, ppv:0.468, acc:0.760, f1:0.462, total+:77, total-:273
@threshold:0.173, sens:0.456, spec:0.845, ppv:0.462, acc:0.757, f1:0.459, total+:78, total-:272
@threshold:0.098, sens:0.468, spec:0.812, ppv:0.420, acc:0.734, f1:0.443, total+:88, total-:262
@threshold:0.093, sens:0.468, spec:0.808, ppv:0.416, acc:0.731, f1:0.440, total+:89, total-:261
@threshold:0.083, sens:0.481, spec:0.801, ppv:0.413, acc:0.729, f1:0.444, total+:92, total-:258
@threshold:0.081, sens:0.481, spec:0.797, ppv:0.409, acc:0.726, f1:0.442, total+:93, total-:257
@threshold:0.060, sens:0.494, spec:0.786, ppv:0.402, acc:0.720, f1:0.443, total+:97, total-:253
@threshold:0.053, sens:0.494, spec:0.782, ppv:0.398, acc:0.717, f1:0.441, total+:98, total-:252
@threshold:0.052, sens:0.506, spec:0.782, ppv:0.404, acc:0.720, f1:0.449, total+:99, total-:251
@threshold:0.051, sens:0.506, spec:0.779, ppv:0.400, acc:0.717, f1:0.447, total+:100, total-:250
@threshold:0.035, sens:0.519, spec:0.771, ppv:0.398, acc:0.714, f1:0.451, total+:103, total-:247
@threshold:0.029, sens:0.519, spec:0.768, ppv:0.394, acc:0.711, f1:0.448, total+:104, total-:246
@threshold:0.024, sens:0.532, spec:0.764, ppv:0.396, acc:0.711, f1:0.454, total+:106, total-:244
@threshold:0.024, sens:0.532, spec:0.760, ppv:0.393, acc:0.709, f1:0.452, total+:107, total-:243
@threshold:0.017, sens:0.544, spec:0.756, ppv:0.394, acc:0.709, f1:0.457, total+:109, total-:241
@threshold:0.012, sens:0.544, spec:0.753, ppv:0.391, acc:0.706, f1:0.455, total+:110, total-:240
@threshold:0.006, sens:0.557, spec:0.753, ppv:0.396, acc:0.709, f1:0.463, total+:111, total-:239
@threshold:0.004, sens:0.557, spec:0.749, ppv:0.393, acc:0.706, f1:0.461, total+:112, total-:238
@threshold:-0.019, sens:0.570, spec:0.727, ppv:0.378, acc:0.691, f1:0.455, total+:119, total-:231
@threshold:-0.021, sens:0.570, spec:0.723, ppv:0.375, acc:0.689, f1:0.452, total+:120, total-:230
@threshold:-0.037, sens:0.582, spec:0.716, ppv:0.374, acc:0.686, f1:0.455, total+:123, total-:227
@threshold:-0.042, sens:0.582, spec:0.712, ppv:0.371, acc:0.683, f1:0.453, total+:124, total-:226
@threshold:-0.094, sens:0.595, spec:0.683, ppv:0.353, acc:0.663, f1:0.443, total+:133, total-:217
@threshold:-0.095, sens:0.595, spec:0.679, ppv:0.351, acc:0.660, f1:0.441, total+:134, total-:216
@threshold:-0.102, sens:0.608, spec:0.672, ppv:0.350, acc:0.657, f1:0.444, total+:137, total-:213
@threshold:-0.102, sens:0.608, spec:0.668, ppv:0.348, acc:0.654, f1:0.442, total+:138, total-:212
@threshold:-0.121, sens:0.620, spec:0.653, ppv:0.343, acc:0.646, f1:0.441, total+:143, total-:207
@threshold:-0.124, sens:0.620, spec:0.649, ppv:0.340, acc:0.643, f1:0.439, total+:144, total-:206
@threshold:-0.124, sens:0.633, spec:0.649, ppv:0.345, acc:0.646, f1:0.446, total+:145, total-:205
@threshold:-0.125, sens:0.633, spec:0.646, ppv:0.342, acc:0.643, f1:0.444, total+:146, total-:204
@threshold:-0.133, sens:0.646, spec:0.646, ppv:0.347, acc:0.646, f1:0.451, total+:147, total-:203
@threshold:-0.149, sens:0.646, spec:0.642, ppv:0.345, acc:0.643, f1:0.449, total+:148, total-:202
@threshold:-0.168, sens:0.658, spec:0.601, ppv:0.325, acc:0.614, f1:0.435, total+:160, total-:190
@threshold:-0.168, sens:0.658, spec:0.598, ppv:0.323, acc:0.611, f1:0.433, total+:161, total-:189
@threshold:-0.220, sens:0.671, spec:0.520, ppv:0.290, acc:0.554, f1:0.405, total+:183, total-:167
@threshold:-0.227, sens:0.671, spec:0.517, ppv:0.288, acc:0.551, f1:0.403, total+:184, total-:166
@threshold:-0.230, sens:0.684, spec:0.517, ppv:0.292, acc:0.554, f1:0.409, total+:185, total-:165
@threshold:-0.231, sens:0.684, spec:0.513, ppv:0.290, acc:0.551, f1:0.408, total+:186, total-:164
@threshold:-0.240, sens:0.696, spec:0.502, ppv:0.289, acc:0.546, f1:0.409, total+:190, total-:160
@threshold:-0.241, sens:0.696, spec:0.498, ppv:0.288, acc:0.543, f1:0.407, total+:191, total-:159
@threshold:-0.266, sens:0.709, spec:0.450, ppv:0.273, acc:0.509, f1:0.394, total+:205, total-:145
@threshold:-0.266, sens:0.709, spec:0.446, ppv:0.272, acc:0.506, f1:0.393, total+:206, total-:144
@threshold:-0.268, sens:0.722, spec:0.446, ppv:0.275, acc:0.509, f1:0.399, total+:207, total-:143
@threshold:-0.268, sens:0.722, spec:0.443, ppv:0.274, acc:0.506, f1:0.397, total+:208, total-:142
@threshold:-0.283, sens:0.734, spec:0.406, ppv:0.265, acc:0.480, f1:0.389, total+:219, total-:131
@threshold:-0.284, sens:0.734, spec:0.402, ppv:0.264, acc:0.477, f1:0.388, total+:220, total-:130
@threshold:-0.301, sens:0.747, spec:0.347, ppv:0.250, acc:0.437, f1:0.375, total+:236, total-:114
@threshold:-0.307, sens:0.747, spec:0.343, ppv:0.249, acc:0.434, f1:0.373, total+:237, total-:113
@threshold:-0.312, sens:0.759, spec:0.343, ppv:0.252, acc:0.437, f1:0.379, total+:238, total-:112
@threshold:-0.314, sens:0.759, spec:0.328, ppv:0.248, acc:0.426, f1:0.374, total+:242, total-:108
@threshold:-0.314, sens:0.759, spec:0.325, ppv:0.247, acc:0.423, f1:0.373, total+:243, total-:107
@threshold:-0.320, sens:0.797, spec:0.310, ppv:0.252, acc:0.420, f1:0.383, total+:250, total-:100
@threshold:-0.322, sens:0.797, spec:0.306, ppv:0.251, acc:0.417, f1:0.382, total+:251, total-:99
@threshold:-0.322, sens:0.810, spec:0.306, ppv:0.254, acc:0.420, f1:0.387, total+:252, total-:98
@threshold:-0.324, sens:0.810, spec:0.303, ppv:0.253, acc:0.417, f1:0.386, total+:253, total-:97
@threshold:-0.327, sens:0.823, spec:0.303, ppv:0.256, acc:0.420, f1:0.390, total+:254, total-:96
@threshold:-0.330, sens:0.823, spec:0.299, ppv:0.255, acc:0.417, f1:0.389, total+:255, total-:95
@threshold:-0.345, sens:0.835, spec:0.277, ppv:0.252, acc:0.403, f1:0.387, total+:262, total-:88
@threshold:-0.348, sens:0.835, spec:0.273, ppv:0.251, acc:0.400, f1:0.386, total+:263, total-:87
@threshold:-0.362, sens:0.848, spec:0.251, ppv:0.248, acc:0.386, f1:0.384, total+:270, total-:80
@threshold:-0.363, sens:0.848, spec:0.247, ppv:0.247, acc:0.383, f1:0.383, total+:271, total-:79
@threshold:-0.383, sens:0.861, spec:0.221, ppv:0.244, acc:0.366, f1:0.380, total+:279, total-:71
@threshold:-0.383, sens:0.861, spec:0.218, ppv:0.243, acc:0.363, f1:0.379, total+:280, total-:70
@threshold:-0.384, sens:0.873, spec:0.218, ppv:0.246, acc:0.366, f1:0.383, total+:281, total-:69
@threshold:-0.386, sens:0.873, spec:0.214, ppv:0.245, acc:0.363, f1:0.382, total+:282, total-:68
@threshold:-0.401, sens:0.886, spec:0.203, ppv:0.245, acc:0.357, f1:0.384, total+:286, total-:64
@threshold:-0.407, sens:0.886, spec:0.199, ppv:0.244, acc:0.354, f1:0.383, total+:287, total-:63
@threshold:-0.440, sens:0.899, spec:0.162, ppv:0.238, acc:0.329, f1:0.377, total+:298, total-:52
@threshold:-0.444, sens:0.899, spec:0.159, ppv:0.237, acc:0.326, f1:0.376, total+:299, total-:51
@threshold:-0.471, sens:0.911, spec:0.137, ppv:0.235, acc:0.311, f1:0.374, total+:306, total-:44
@threshold:-0.475, sens:0.911, spec:0.133, ppv:0.235, acc:0.309, f1:0.373, total+:307, total-:43
@threshold:-0.497, sens:0.924, spec:0.122, ppv:0.235, acc:0.303, f1:0.374, total+:311, total-:39
@threshold:-0.498, sens:0.924, spec:0.118, ppv:0.234, acc:0.300, f1:0.373, total+:312, total-:38
@threshold:-0.537, sens:0.937, spec:0.096, ppv:0.232, acc:0.286, f1:0.372, total+:319, total-:31
@threshold:-0.542, sens:0.937, spec:0.092, ppv:0.231, acc:0.283, f1:0.371, total+:320, total-:30
@threshold:-0.575, sens:0.949, spec:0.085, ppv:0.232, acc:0.280, f1:0.373, total+:323, total-:27
@threshold:-0.583, sens:0.949, spec:0.081, ppv:0.231, acc:0.277, f1:0.372, total+:324, total-:26
@threshold:-0.603, sens:0.962, spec:0.077, ppv:0.233, acc:0.277, f1:0.375, total+:326, total-:24
@threshold:-0.605, sens:0.962, spec:0.074, ppv:0.232, acc:0.274, f1:0.374, total+:327, total-:23
@threshold:-0.695, sens:0.975, spec:0.048, ppv:0.230, acc:0.257, f1:0.372, total+:335, total-:15
@threshold:-0.716, sens:0.987, spec:0.044, ppv:0.231, acc:0.257, f1:0.375, total+:337, total-:13
@threshold:-1.007, sens:1.000, spec:0.004, ppv:0.226, acc:0.229, f1:0.369, total+:349, total-:1
* Vital: Ht Percentile-avg16to19 | coef 0.022 95% CI: [-0.007 , 0.052] | OR_adj 1.023 [0.993 1.053] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt-gain5to10 | coef 0.014 95% CI: [0.001 , 0.027] | OR_adj 1.014 [1.001 1.027] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.559
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg1to3 | coef 0.012 95% CI: [0.006 , 0.017] | OR_adj 1.012 [1.006 1.017] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain1to5 | coef 0.011 95% CI: [0.008 , 0.014] | OR_adj 1.011 [1.008 1.014] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain13to19 | coef 0.011 95% CI: [0.006 , 0.015] | OR_adj 1.011 [1.006 1.015] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain0to3 | coef 0.010 95% CI: [0.004 , 0.016] | OR_adj 1.010 [1.004 1.016] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.544
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg0to1 | coef 0.010 95% CI: [0.005 , 0.015] | OR_adj 1.010 [1.005 1.016] | occ: 1349 | OR_unadj: 1.526 [1.213 1.918] | indivs AUC:0.554
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain16to24 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.013] | occ: 1468 | OR_unadj: 1.821 [1.385 2.394] | indivs AUC:0.582
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg19to24 | coef 0.010 95% CI: [0.001 , 0.019] | OR_adj 1.010 [1.001 1.019] | occ: 920 | OR_unadj: 2.523 [1.996 3.191] | indivs AUC:0.626
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-latest | coef 0.010 95% CI: [0.005 , 0.014] | OR_adj 1.010 [1.005 1.014] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.741
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain1to5 | coef 0.009 95% CI: [0.005 , 0.014] | OR_adj 1.010 [1.005 1.014] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg13to16 | coef 0.009 95% CI: [0.006 , 0.013] | OR_adj 1.009 [1.006 1.013] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.552
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg0to1 | coef 0.009 95% CI: [0.005 , 0.014] | OR_adj 1.009 [1.005 1.014] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg7to10 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.450
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg5to7 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.579
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-gain16to24 | coef 0.009 95% CI: [0.004 , 0.013] | OR_adj 1.009 [1.004 1.013] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain7to13 | coef 0.009 95% CI: [0.002 , 0.015] | OR_adj 1.009 [1.002 1.015] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.600
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg10to13 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain0to3 | coef 0.008 95% CI: [0.004 , 0.013] | OR_adj 1.009 [1.004 1.013] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.600
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg19to24 | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.011] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.715
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain13to19 | coef 0.008 95% CI: [0.005 , 0.012] | OR_adj 1.008 [1.005 1.012] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Change-avg16to19 | coef 0.008 95% CI: [0.004 , 0.013] | OR_adj 1.008 [1.004 1.013] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.576
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-latest | coef 0.008 95% CI: [0.004 , 0.012] | OR_adj 1.008 [1.004 1.013] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain1to5 | coef 0.008 95% CI: [0.004 , 0.012] | OR_adj 1.008 [1.004 1.012] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg3to5 | coef 0.008 95% CI: [0.004 , 0.013] | OR_adj 1.008 [1.004 1.013] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.428
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain13to19 | coef 0.008 95% CI: [0.002 , 0.014] | OR_adj 1.008 [1.003 1.014] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.562
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg16to19 | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.012] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.644
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Number of Visits | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1743 | OR_unadj: 1.107 [0.879 1.394] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length Zscore-avg10to13 | coef 0.008 95% CI: [0.003 , 0.013] | OR_adj 1.008 [1.003 1.013] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.669
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg7to10 | coef 0.008 95% CI: [0.004 , 0.012] | OR_adj 1.008 [1.004 1.012] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.629
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-gain3to7 | coef 0.008 95% CI: [0.004 , 0.011] | OR_adj 1.008 [1.004 1.011] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.595
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain16to24 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.011] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.449
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt-gain1to5 | coef 0.007 95% CI: [0.005 , 0.010] | OR_adj 1.007 [1.005 1.010] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg13to16 | coef 0.007 95% CI: [-0.003 , 0.018] | OR_adj 1.007 [0.997 1.018] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.638
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg10to13 | coef 0.007 95% CI: [0.005 , 0.010] | OR_adj 1.007 [1.005 1.010] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.614
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain3to7 | coef 0.007 95% CI: [0.005 , 0.010] | OR_adj 1.007 [1.005 1.010] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg10to13 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.648
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg16to19 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg0to1 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain7to13 | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 1479 | OR_unadj: 1.133 [0.902 1.422] | indivs AUC:0.567
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-gain0to3 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1416 | OR_unadj: 1.282 [1.019 1.613] | indivs AUC:0.554
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-gain1to5 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.404
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg19to24 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg1to3 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg7to10 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.650
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg13to16 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.010] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.623
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg5to7 | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.560
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain10to16 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain16to24 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-latest | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg1to3 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.584
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg5to7 | coef 0.006 95% CI: [0.002 , 0.011] | OR_adj 1.006 [1.002 1.011] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.623
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg3to5 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.628
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain5to10 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain16to24 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain7to13 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.546
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg7to10 | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.006 [1.003 1.010] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-gain3to7 | coef 0.006 95% CI: [0.002 , 0.010] | OR_adj 1.006 [1.002 1.010] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
MatDeliveryAge | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.554
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain7to13 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt-postPregnancy | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 587 | OR_unadj: 1.252 [0.913 1.716] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg7to10 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.660
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain7to13 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.476
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg10to13 | coef 0.006 95% CI: [0.002 , 0.009] | OR_adj 1.006 [1.002 1.009] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.671
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-postPregnancy | coef 0.006 95% CI: [0.002 , 0.009] | OR_adj 1.006 [1.002 1.009] | occ: 489 | OR_unadj: 0.990 [0.709 1.381] | indivs AUC:0.537
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg0to1 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain16to24 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain10to16 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-gain0to24 | coef 0.005 95% CI: [-0.001 , 0.012] | OR_adj 1.005 [0.999 1.012] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.626
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain7to13 | coef 0.005 95% CI: [0.002 , 0.009] | OR_adj 1.005 [1.002 1.009] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.573
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain16to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.550
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.749
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-gain13to19 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1462 | OR_unadj: 1.439 [1.146 1.808] | indivs AUC:0.549
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg5to7 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1341 | OR_unadj: 1.832 [1.456 2.305] | indivs AUC:0.622
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain10to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.567
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain10to16 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.443
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain10to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1353 | OR_unadj: 0.799 [0.624 1.024] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg13to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.653
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Change-latest | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 987 | OR_unadj: 1.430 [1.090 1.874] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg7to10 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.581
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg19to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.726
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-gain0to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.731
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.614
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-gain0to24 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.749
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-latest | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.710
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Change-avg19to24 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 879 | OR_unadj: 1.673 [1.252 2.235] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-postPregnancy | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 482 | OR_unadj: 0.662 [0.460 0.953] | indivs AUC:0.475
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain5to10 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain3to7 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg10to13 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1417 | OR_unadj: 2.797 [2.219 3.525] | indivs AUC:0.687
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain3to7 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.464
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-avg0to1 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg16to19 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.641
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg1to3 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.624
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain13to19 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg1to3 | coef 0.004 95% CI: [0.001 , 0.008] | OR_adj 1.004 [1.001 1.008] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.566
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg3to5 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.559
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain0to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.006] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg3to5 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.630
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain0to24 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.721
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-gain3to7 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.006] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.726
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg10to13 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg1to3 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.470
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain0to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.556
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg3to5 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 626 | OR_unadj: 0.825 [0.577 1.179] | indivs AUC:0.539
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-latest | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.586
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg3to5 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.623
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.662
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg1to3 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.581
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg13to16 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.565
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.568
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain5to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.551
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.454
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.602
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg10to13 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.551
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg0to1 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-gain1to5 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 424 | OR_unadj: 0.622 [0.403 0.960] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg16to19 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.587
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain5to10 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg10to13 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 616 | OR_unadj: 1.170 [0.832 1.646] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg16to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.664
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain5to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain13to19 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg16to19 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.544
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HR-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.736
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg13to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.617
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 581 | OR_unadj: 0.781 [0.558 1.093] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain5to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg5to7 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg7to10 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 504 | OR_unadj: 0.896 [0.600 1.337] | indivs AUC:0.531
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.579
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 476 | OR_unadj: 1.407 [0.733 2.700] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg19to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.720
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain13to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.579
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain7to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 663 | OR_unadj: 1.165 [0.818 1.659] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-avg19to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.591
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.541
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-gain7to13 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.558
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain1to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.543
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.676
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-gain0to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.585
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-gain0to24 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.729
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg13to16 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 654 | OR_unadj: 1.705 [1.318 2.206] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg5to7 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.593
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg3to5 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 370 | OR_unadj: 0.972 [0.656 1.439] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.583
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg16to19 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.658
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg16to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-otherPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 261 | OR_unadj: 0.765 [0.475 1.231] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.571
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-gain0to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.589
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg3to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.463
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain0to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 363 | OR_unadj: 1.189 [0.815 1.732] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 396 | OR_unadj: 1.125 [0.805 1.571] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-otherPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 244 | OR_unadj: 0.917 [0.577 1.459] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain0to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-gain0to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.585
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-otherPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 261 | OR_unadj: 0.945 [0.528 1.690] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg19to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.596
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 536 | OR_unadj: 1.504 [1.134 1.995] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-otherPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 268 | OR_unadj: 0.904 [0.578 1.413] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt-otherPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 266 | OR_unadj: 0.998 [0.625 1.594] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.652
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI Percentile-avg19to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.590
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 242 | OR_unadj: 1.074 [0.524 2.198] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg10to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 638 | OR_unadj: 1.802 [1.392 2.332] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 316 | OR_unadj: 0.819 [0.534 1.257] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 504 | OR_unadj: 1.284 [0.941 1.751] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-avg0to1 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 299 | OR_unadj: 1.324 [0.896 1.956] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.472
Diagnosis:9ccs126:Ot up rsp in:0.309
Diagnosis:9ccs7:Viral infect:0.243
Diagnosis:9ccs257:Ot aftercare:0.212
Diagnosis:9ccs92:Otitis media:0.200
Diagnosis:9ccs253:Allergy:0.198
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.161
Diagnosis:9ccs90:Eye infectn:0.151
Vital: Temp-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 103 | OR_unadj: 0.936 [0.502 1.744] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.205
Diagnosis:9ccs113:Late eff CVD:0.198
Number of Visits:0.175
Diagnosis:9ccs92:Otitis media:0.119
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.104
Diagnosis:9ccs126:Ot up rsp in:0.101
Diagnosis:9ccs95:Oth nerv dx:0.101
Maternal Procedure History:45300-postPregnancy:0.089
Diagnosis:9ccs127:COPD:0.084
Vital: Ht Percentile-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg1to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg0to1 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.531
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg0to1 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.537
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain1to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 495 | OR_unadj: 1.260 [0.921 1.724] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-avg1to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 348 | OR_unadj: 1.343 [0.953 1.892] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg5to7 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 462 | OR_unadj: 1.576 [1.167 2.127] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Diagnosis:9ccs213:Cardiac anom | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.473
Newborn Diagnosis:9ccs213:Cardiac anom:0.441
Newborn Diagnosis:9ccs96:Hrt valve dx:0.329
Diagnosis:9ccs117:Ot circul dx:0.225
Diagnosis:9ccs105:Conduction:0.132
Maternal Diagnosis:9ccs135:Intest infct:0.132
Newborn Diagnosis:9ccs239:Superfic inj:0.132
Newborn Diagnosis:9ccs97:Carditis:0.132
Newborn Diagnosis:9ccs104:Oth heart dx:0.132
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.503
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:295669 BILIRUBIN DIRECT - LMC:0.374
Diagnosis:9ccs151:Oth liver dx:-0.123
Diagnosis:9ccs245:Syncope:0.115
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.102
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:-0.102
Maternal Lab History: URINE KETONES-otherPregnancy:-0.101
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.101
Diagnosis:9ccs222:Perint jaund:-0.101
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.515
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Lab:294203 BILIRUBIN TOTAL - LMC:0.374
Maternal Lab History: NTQR-LOCATION ID-postPregnancy:0.239
Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.188
Maternal Diagnosis:9ccs95:Oth nerv dx:-0.133
Diagnosis:9ccs62:Coag/hemr dx:-0.113
Newborn Diagnosis:9ccs216:Nerv cong an:-0.109
Maternal Procedure History:92551-postPregnancy:-0.098
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.096
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.092
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.572
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.572
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI Percentile-latest | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 247 | OR_unadj: 2.918 [2.034 4.185] | indivs AUC:0.575
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 225 | OR_unadj: 0.845 [0.517 1.380] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs215:gu cong anom | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.185
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.183
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.150
Maternal Diagnosis:9ccs82:Paralysis:0.106
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.106
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.106
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.106
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.106
Maternal Diagnosis:9ccs215:gu cong anom:0.106
Diagnosis:9ccs134:Ot uppr resp | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Number of Visits:0.152
Diagnosis:9ccs124:Tonsillitis:0.127
Diagnosis:9ccs253:Allergy:0.125
Diagnosis:9ccs126:Ot up rsp in:0.124
Diagnosis:9ccs90:Eye infectn:0.115
Diagnosis:9ccs211:Ot conn tiss:0.111
Diagnosis:9ccs133:Oth low resp:0.100
Diagnosis:9ccs127:COPD:0.099
Diagnosis:9ccs91:Other eye dx:0.096
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs4:Mycoses | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs200:Oth skin dx:0.133
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs126:Ot up rsp in:0.128
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:0.099
Diagnosis:9ccs7:Viral infect:0.095
Number of Visits:0.091
Diagnosis:9ccs155:Other GI dx:0.087
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.085
Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Diagnosis:9ccs126:Ot up rsp in:0.270
Number of Visits:0.267
Diagnosis:9ccs10:Immuniz/scrn:0.243
Diagnosis:9ccs257:Ot aftercare:0.225
Diagnosis:9ccs125:Bronchitis:0.219
Diagnosis:9ccs92:Otitis media:0.216
Diagnosis:9ccs200:Oth skin dx:0.216
Diagnosis:9ccs155:Other GI dx:0.202
Diagnosis:9ccs255:Social admin:0.189
Diagnosis:9ccs250:Nausea/vomit | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs138:Esophgeal dx:0.202
Diagnosis:9ccs141:Ot dx stomch:0.179
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.140
Diagnosis:9ccs133:Oth low resp:0.140
Maternal Lab History: HCG-otherPregnancy:0.134
Maternal Lab History: NT MoM-otherPregnancy:0.128
Maternal Lab History: INHMOM-postPregnancy:0.127
Diagnosis:9ccs155:Other GI dx:0.125
Diagnosis:9ccs257:Ot aftercare:0.111
Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.229
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs239:Superfic inj:0.169
Diagnosis:9ccs155:Other GI dx:0.168
Number of Visits:0.163
Diagnosis:9ccs198:Ot infl skin:0.160
Diagnosis:9ccs126:Ot up rsp in:0.151
Diagnosis:9ccs10:Immuniz/scrn:0.148
Diagnosis:9ccs133:Oth low resp:0.147
Vital: HC Percentile-latest | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs133:Oth low resp | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Number of Visits:0.195
Diagnosis:9ccs256:Exam/eval:0.184
Diagnosis:9ccs155:Other GI dx:0.172
Diagnosis:9ccs128:Asthma:0.170
Diagnosis:9ccs154:Gastroent:0.166
Diagnosis:9ccs253:Allergy:0.164
Diagnosis:9ccs126:Ot up rsp in:0.155
Diagnosis:9ccs127:COPD:0.155
Diagnosis:9ccs7:Viral infect:0.149
Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.465
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Diagnosis:9ccs125:Bronchitis:0.288
Diagnosis:9ccs126:Ot up rsp in:0.279
Diagnosis:9ccs92:Otitis media:0.273
Number of Visits:0.226
Diagnosis:9ccs7:Viral infect:0.225
Diagnosis:9ccs10:Immuniz/scrn:0.212
Diagnosis:9ccs255:Social admin:0.197
Diagnosis:9ccs128:Asthma:0.189
Diagnosis:9ccs122:Pneumonia:0.182
Diagnosis:9ccs0:No DX | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.152
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:0.116
Diagnosis:9ccs10:Immuniz/scrn:0.110
Maternal Diagnosis:9ccs167:Breast dx:0.103
Maternal Diagnosis:10ccs168:PID-postPregnancy:0.103
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.103
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.103
Maternal Diagnosis:9ccs172:Ovarian cyst:0.103
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.103
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs92:Otitis media:0.369
Diagnosis:9ccs255:Social admin:0.356
Number of Visits:0.332
Diagnosis:9ccs10:Immuniz/scrn:0.309
Diagnosis:9ccs257:Ot aftercare:0.279
Diagnosis:9ccs7:Viral infect:0.270
Diagnosis:9ccs125:Bronchitis:0.250
Diagnosis:9ccs90:Eye infectn:0.206
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs8:Oth infectns | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs8:Oth infectns:1.000
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:0.217
Maternal Diagnosis:9ccs9:Sexual Infxs:0.217
Maternal Lab History: FASTING-postPregnancy:0.171
Maternal Lab History: FASTING-otherPregnancy:0.162
Diagnosis:9ccs2603:E Codes: Fall:0.132
Diagnosis:9ccs2620:E Codes: Unspecified:0.122
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.122
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.122
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.117
Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.212
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Diagnosis:9ccs2619:e codes: other specified- nec:0.116
Diagnosis:9ccs91:Other eye dx:0.110
Diagnosis:9ccs95:Oth nerv dx:0.107
Maternal Lab History: HERPES II IgG-postPregnancy:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.089
Diagnosis:9ccs257:Ot aftercare:0.089
Diagnosis:9ccs133:Oth low resp:0.085
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.242
Diagnosis:9ccs90:Eye infectn:0.173
Diagnosis:9ccs7:Viral infect:0.121
Number of Visits:0.111
Diagnosis:9ccs217:Ot cong anom:0.110
Maternal Diagnosis:9ccs133:Oth low resp:0.108
Diagnosis:9ccs44:Neoplsm unsp:0.108
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100
Diagnosis:9ccs96:Hrt valve dx:0.097
Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.476
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs126:Ot up rsp in:0.206
Diagnosis:9ccs92:Otitis media:0.204
Diagnosis:9ccs7:Viral infect:0.180
Diagnosis:9ccs125:Bronchitis:0.175
Diagnosis:9ccs91:Other eye dx:0.173
Number of Visits:0.171
Diagnosis:9ccs10:Immuniz/scrn:0.151
Diagnosis:9ccs257:Ot aftercare:0.148
Diagnosis:9ccs155:Other GI dx:0.131
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Diagnosis:9ccs154:Gastroent:0.209
Lab:321098 OCCULT BLOOD FECES - Sunrise:0.190
Lab:294048 STOOL CULTURE - LMC:0.178
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.155
Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.155
Maternal Diagnosis:9ccs212:Ot bone dx:0.152
Lab:323854 CULTURE FECES - Sunrise:0.127
Diagnosis:9ccs140:Gastritis:0.113
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.100
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs200:Oth skin dx:0.229
Diagnosis:9ccs126:Ot up rsp in:0.198
Diagnosis:9ccs255:Social admin:0.198
Diagnosis:9ccs10:Immuniz/scrn:0.198
Diagnosis:9ccs198:Ot infl skin:0.187
Number of Visits:0.186
Diagnosis:9ccs155:Other GI dx:0.183
Diagnosis:9ccs7:Viral infect:0.174
Diagnosis:9ccs257:Ot aftercare:0.174
Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.506
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:1.000
Diagnosis:9ccs243:Poisn nonmed:-0.102
Diagnosis:9ccs217:Ot cong anom:0.085
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.069
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.069
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.063
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.063
Maternal Diagnosis:9ccs183:HTN in preg:0.063
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.062
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.061
Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.181
Newborn Diagnosis:9ccs222:Perint jaund:0.108
Lab:294203 BILIRUBIN TOTAL - LMC:-0.101
Maternal Diagnosis:9ccs253:Allergy:0.089
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077
Maternal Diagnosis:9ccs7:Viral infect:0.075
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: POTASSIUM-otherPregnancy:-0.069
Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.202
Diagnosis:9ccs154:Gastroent:0.191
Diagnosis:9ccs253:Allergy:0.183
Diagnosis:9ccs133:Oth low resp:0.172
Diagnosis:9ccs126:Ot up rsp in:0.171
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs10:Immuniz/scrn:0.146
Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs113:Late eff CVD:0.219
Diagnosis:9ccs94:Other ear dx:0.205
Diagnosis:9ccs95:Oth nerv dx:0.179
Number of Visits:0.130
Diagnosis:9ccs10:Immuniz/scrn:0.122
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.101
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.094
Diagnosis:9ccs70:Schizo/rl dx:0.093
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.091
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.225
Diagnosis:9ccs163:Other GU dx:0.164
Diagnosis:9ccs2:Septicemia:0.129
Diagnosis:9ccs257:Ot aftercare:0.120
Newborn Diagnosis:9ccs162:Ot dx bladdr:0.120
Diagnosis:9ccs66:Alchl-r mntl:0.120
Diagnosis:9ccs142:Appendicitis:0.120
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.120
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.120
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.148
Maternal Diagnosis:9ccs215:gu cong anom:0.130
Diagnosis:9ccs120:Hemmorhoids:0.130
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.130
Diagnosis:9ccs188:Pelvic obstr:0.130
Maternal Diagnosis:9ccs245:Syncope:0.130
Diagnosis:9ccs134:Ot uppr resp:0.127
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.120
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.115
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Number of Visits:0.180
Diagnosis:9ccs128:Asthma:0.160
Diagnosis:9ccs133:Oth low resp:0.155
Diagnosis:9ccs122:Pneumonia:0.127
Diagnosis:9ccs2619:e codes: other specified- nec:0.126
Maternal Diagnosis:9ccs212:Ot bone dx:0.126
Diagnosis:9ccs126:Ot up rsp in:0.125
Diagnosis:9ccs125:Bronchitis:0.120
Diagnosis:9ccs258:Other screen:0.103
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.531
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs155:Other GI dx:0.133
Diagnosis:9ccs52:Nutrit defic:0.130
Number of Visits:0.121
Diagnosis:9ccs232:Sprain:0.106
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.093
Diagnosis:9ccs239:Superfic inj:0.093
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs200:Oth skin dx:0.087
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs258:Other screen:0.165
Diagnosis:9ccs200:Oth skin dx:0.105
Diagnosis:9ccs197:Skin infectn:0.104
Diagnosis:9ccs188:Pelvic obstr:0.103
Maternal Diagnosis:9ccs180:Ectopic preg:0.103
Diagnosis:9ccs115:Aneurysm:0.103
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.103
Newborn Diagnosis:9ccs134:Ot uppr resp:0.103
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.103
Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.234
Diagnosis:9ccs126:Ot up rsp in:0.182
Diagnosis:9ccs257:Ot aftercare:0.171
Diagnosis:9ccs7:Viral infect:0.168
Diagnosis:9ccs125:Bronchitis:0.167
Diagnosis:9ccs92:Otitis media:0.154
Diagnosis:9ccs10:Immuniz/scrn:0.145
Diagnosis:9ccs255:Social admin:0.136
Diagnosis:9ccs155:Other GI dx:0.131
Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.369
Number of Visits:0.277
Diagnosis:9ccs257:Ot aftercare:0.273
Diagnosis:9ccs128:Asthma:0.232
Diagnosis:9ccs125:Bronchitis:0.230
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs90:Eye infectn:0.204
Diagnosis:9ccs10:Immuniz/scrn:0.200
Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135
Diagnosis:9ccs216:Nerv cong an:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.085
Diagnosis:9ccs255:Social admin:0.076
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.076
Diagnosis:9ccs245:Syncope:0.076
Diagnosis:9ccs137:Mouth dx:0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.074
Diagnosis:9ccs4:Mycoses:0.074
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.136
Maternal Procedure History:96372-otherPregnancy:0.120
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.119
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.119
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.119
Maternal Diagnosis:9ccs83:Epilepsy/cnv-otherPregnancy:0.119
Diagnosis:9ccs51:Ot endo dsor:0.114
Maternal Procedure History:S9470-postPregnancy:0.113
Lab:323854 CULTURE FECES - Sunrise:0.107
Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Diagnosis:9ccs239:Superfic inj:0.115
Diagnosis:9ccs10:Immuniz/scrn:0.108
Number of Visits:0.106
Diagnosis:9ccs253:Allergy:0.105
Diagnosis:9ccs137:Mouth dx:0.104
Diagnosis:9ccs138:Esophgeal dx:0.103
Diagnosis:9ccs200:Oth skin dx:0.103
Diagnosis:9ccs92:Otitis media:0.099
Diagnosis:9ccs7:Viral infect:0.089
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.463
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Diagnosis:9ccs258:Other screen:0.184
Diagnosis:9ccs200:Oth skin dx:0.169
Diagnosis:9ccs7:Viral infect:0.129
Diagnosis:9ccs155:Other GI dx:0.129
Diagnosis:9ccs256:Exam/eval:0.127
Diagnosis:9ccs133:Oth low resp:0.124
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.118
Diagnosis:9ccs197:Skin infectn:0.115
Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.473
Newborn Diagnosis:9ccs96:Hrt valve dx:0.250
Diagnosis:9ccs117:Ot circul dx:0.228
Newborn Diagnosis:9ccs213:Cardiac anom:0.208
Newborn Diagnosis:9ccs216:Nerv cong an:0.131
Diagnosis:9ccs245:Syncope:0.131
Diagnosis:9ccs244:Other injury:0.101
Maternal Diagnosis:9ccs149:Biliary dx:0.101
Diagnosis:9ccs91:Other eye dx:0.097
Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.187
Diagnosis:9ccs200:Oth skin dx:0.160
Diagnosis:9ccs10:Immuniz/scrn:0.106
Diagnosis:9ccs7:Viral infect:0.101
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs255:Social admin:0.089
Diagnosis:9ccs72:Anxiety dx:0.085
Diagnosis:9ccs92:Otitis media:0.082
Diagnosis:9ccs91:Other eye dx:0.081
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.179
Diagnosis:9ccs216:Nerv cong an:0.156
Diagnosis:9ccs211:Ot conn tiss:0.147
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.142
Maternal Diagnosis:9ccs172:Ovarian cyst:0.142
Newborn Diagnosis:9ccs166:Oth male gen:0.142
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.142
Diagnosis:9ccs86:Cataract:0.142
Diagnosis:9ccs129:Asp pneumon:0.142
Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Diagnosis:9ccs188:Pelvic obstr:0.184
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.184
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.184
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.154
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.153
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.148
Maternal Lab History: PTT-otherPregnancy:0.144
Maternal Lab History: INR-otherPregnancy:0.137
Maternal Procedure History:93005-otherPregnancy:0.134
Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs166:Oth male gen:1.000
Maternal Procedure History:96372-otherPregnancy:0.104
Diagnosis:9ccs165:Inf male gen:0.102
Maternal Diagnosis:9ccs198:Ot infl skin:0.102
Diagnosis:9ccs142:Appendicitis:0.102
Diagnosis:9ccs230:Fx leg:0.102
Maternal Diagnosis:9ccs215:gu cong anom:0.102
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.102
Newborn Diagnosis:9ccs229:Fx arm:0.102
Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.102
Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.184
Diagnosis:9ccs155:Other GI dx:0.140
Diagnosis:9ccs200:Oth skin dx:0.140
Diagnosis:9ccs154:Gastroent:0.138
Diagnosis:9ccs239:Superfic inj:0.127
Diagnosis:9ccs253:Allergy:0.118
Diagnosis:9ccs232:Sprain:0.114
Diagnosis:9ccs258:Other screen:0.102
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.102
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs122:Pneumonia:0.304
Diagnosis:9ccs125:Bronchitis:0.246
Diagnosis:9ccs92:Otitis media:0.232
Diagnosis:9ccs257:Ot aftercare:0.189
Number of Visits:0.187
Diagnosis:9ccs133:Oth low resp:0.170
Diagnosis:9ccs127:COPD:0.160
Diagnosis:9ccs126:Ot up rsp in:0.156
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs143:Abdom hernia:0.100
Maternal Diagnosis:9ccs126:Ot up rsp in:0.089
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.089
Newborn Diagnosis:9ccs252:Fatigue:0.089
Newborn Diagnosis:9ccs204:Ot joint dx:0.089
Diagnosis:9ccs104:Oth heart dx:0.089
Maternal Diagnosis:9ccs167:Breast dx:0.089
Diagnosis:9ccs250:Nausea/vomit:0.084
Maternal Diagnosis:9ccs138:Esophgeal dx:0.083
Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs64:Ot hematl dx:1.000
Newborn Diagnosis:9ccs252:Fatigue:0.276
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.276
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.276
Maternal Lab History: COLONY COUNT-postPregnancy:0.214
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.157
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.154
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.135
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.135
Diagnosis:9ccs63:Wht blood dx:0.135
Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs257:Ot aftercare:0.288
Diagnosis:9ccs126:Ot up rsp in:0.250
Diagnosis:9ccs128:Asthma:0.246
Diagnosis:9ccs92:Otitis media:0.230
Diagnosis:9ccs7:Viral infect:0.219
Diagnosis:9ccs122:Pneumonia:0.187
Number of Visits:0.183
Diagnosis:9ccs90:Eye infectn:0.175
Diagnosis:9ccs135:Intest infct:0.167
Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2620:E Codes: Unspecified:1.000
Diagnosis:9ccs117:Ot circul dx:0.126
Diagnosis:9ccs223:Birth trauma:0.122
Diagnosis:9ccs8:Oth infectns:0.122
Diagnosis:9ccs89:Blindness:0.103
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.092
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.092
Diagnosis:9ccs2603:E Codes: Fall:0.091
Diagnosis:9ccs258:Other screen:0.090
Diagnosis:9ccs4:Mycoses:0.076
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs221:Resp distres:1.000
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.425
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.346
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.298
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.287
Maternal Procedure History:76830-postPregnancy:-0.225
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.215
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.211
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.210
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.209
Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.181
Lab:294203 BILIRUBIN TOTAL - LMC:-0.123
Maternal Lab History: HCG-postPregnancy:0.112
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.101
Diagnosis:9ccs258:Other screen:0.100
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.097
Diagnosis:9ccs243:Poisn nonmed:0.096
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.096
Vital: BP-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Diagnosis:9ccs250:Nausea/vomit:0.202
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.159
Diagnosis:9ccs133:Oth low resp:0.145
Maternal Lab History: INHMOM-otherPregnancy:0.126
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Lab History: INHMOM-postPregnancy:0.122
Diagnosis:9ccs155:Other GI dx:0.121
Maternal Procedure History:90656-postPregnancy:0.118
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.219
Diagnosis:9ccs94:Other ear dx:0.198
Diagnosis:9ccs75:Hx mental dx:0.127
Number of Visits:0.124
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.107
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.103
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.091
Diagnosis:9ccs126:Ot up rsp in:0.091
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Diagnosis:9ccs105:Conduction:0.158
Newborn Diagnosis:9ccs200:Oth skin dx:0.155
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.109
Diagnosis:9ccs44:Neoplsm unsp:0.109
Diagnosis:9ccs62:Coag/hemr dx:0.105
Maternal Lab History: O2 SATURATION-postPregnancy:0.102
Maternal Lab History: PO2-postPregnancy:0.095
Diagnosis:9ccs117:Ot circul dx:0.093
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.089
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs7:Viral infect:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.105
Number of Visits:0.101
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.095
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.094
Newborn Diagnosis:9ccs218:Liveborn:-0.094
Diagnosis:9ccs155:Other GI dx:0.094
Diagnosis:9ccs109:Acute CVD:0.085
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:0.085
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Diagnosis:9ccs56:Cystic fibro:0.110
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.110
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.110
Maternal Diagnosis:9ccs107:Cardia arrst:0.110
Diagnosis:9ccs109:Acute CVD:0.110
Maternal Diagnosis:9ccs172:Ovarian cyst:0.110
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.108
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.093
Maternal Lab History: GFR in African American-otherPregnancy:-0.092
Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs3:Oth bact inf:1.000
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.301
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.301
Lab:297280 GLUCOSE REAGENT STRIP:0.214
Newborn Diagnosis:9ccs63:Wht blood dx:0.211
Diagnosis:9ccs232:Sprain:0.211
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.211
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.211
Diagnosis:9ccs247:Lymph enlarg:0.202
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.168
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.242
Diagnosis:9ccs217:Ot cong anom:0.212
Diagnosis:9ccs145:Int obstruct:0.211
Diagnosis:9ccs129:Asp pneumon:0.184
Maternal Diagnosis:9ccs169:Endometrios:0.184
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.155
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.153
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.150
Maternal Procedure History:92551-postPregnancy:-0.132
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.304
Diagnosis:9ccs125:Bronchitis:0.187
Diagnosis:9ccs257:Ot aftercare:0.182
Number of Visits:0.177
Diagnosis:9ccs92:Otitis media:0.169
Diagnosis:9ccs126:Ot up rsp in:0.153
Diagnosis:9ccs90:Eye infectn:0.129
Diagnosis:9ccs135:Intest infct:0.128
Diagnosis:9ccs127:COPD:0.127
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Diagnosis:9ccs126:Ot up rsp in:0.139
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.139
Newborn Diagnosis:9ccs252:Fatigue:0.139
Diagnosis:9ccs230:Fx leg:0.139
Maternal Diagnosis:9ccs1:Tuberculosis:0.139
Maternal Lab History: COLONY COUNT-postPregnancy:0.133
Number of Visits:0.125
Diagnosis:9ccs165:Inf male gen:0.118
Maternal Procedure History:97803-otherPregnancy:0.117
Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.363
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.355
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:-0.293
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.207
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.189
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.174
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.172
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.169
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.169
Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.703
Maternal Lab History: URINE CULTURE-postPregnancy:0.142
Diagnosis:9ccs8:Oth infectns:0.132
Diagnosis:9ccs64:Ot hematl dx:0.128
Diagnosis:9ccs165:Inf male gen:0.124
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.118
Diagnosis:9ccs70:Schizo/rl dx:0.114
Diagnosis:9ccs2619:e codes: other specified- nec:0.114
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.113
Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000
Lab:292147 TSH - Sunrise:0.723
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.555
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.491
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.267
Diagnosis:9ccs48:Thyroid dsor:0.258
Maternal Lab History: NEUTROPHIL-postPregnancy:0.257
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.223
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.215
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.202
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Diagnosis:9ccs3:Oth bact inf:0.202
Newborn Diagnosis:9ccs204:Ot joint dx:0.172
Maternal Diagnosis:9ccs126:Ot up rsp in:0.172
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:0.172
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.140
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.124
Maternal Procedure History:92551-postPregnancy:0.124
Maternal Lab History: FREE T-4-postPregnancy:0.122
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.120
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.472
Diagnosis:9ccs159:UTI:0.225
Newborn Diagnosis:9ccs161:Ot dx kidney:0.218
Newborn Diagnosis:9ccs162:Ot dx bladdr:0.154
Diagnosis:9ccs66:Alchl-r mntl:0.154
Diagnosis:9ccs162:Ot dx bladdr:0.154
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.154
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.154
Diagnosis:9ccs115:Aneurysm:0.154
Diagnosis:9ccs165:Inf male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs165:Inf male gen:1.000
Newborn Diagnosis:9ccs229:Fx arm:0.142
Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.142
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.142
Newborn Diagnosis:9ccs252:Fatigue:0.142
Diagnosis:9ccs9:Sexual Infxs:0.142
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.142
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.142
Maternal Diagnosis:10ccs198:Ot infl skin-postPregnancy:0.142
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.142
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Diagnosis:9ccs204:Ot joint dx:0.255
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.222
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.222
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.222
Diagnosis:9ccs105:Conduction:0.222
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.155
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.149
Diagnosis:9ccs95:Oth nerv dx:0.147
Maternal Lab History: FERRITIN-otherPregnancy:-0.136
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs55:Fluid/elc dx:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.276
Maternal Procedure History:97530-postPregnancy:-0.227
Maternal Procedure History:97112-postPregnancy:0.209
Maternal Lab History: RET ABS-postPregnancy:-0.197
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.197
Maternal Procedure History:J3301-postPregnancy:0.197
Maternal Procedure History:97035-postPregnancy:0.197
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.197
Maternal Procedure History:20550-postPregnancy:0.197
Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Diagnosis:9ccs245:Syncope:0.191
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:0.191
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.191
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.150
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.137
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:0.137
Maternal Lab History: HEPATITIS B DNA-postPregnancy:0.137
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.137
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.137
Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs76:Meningitis:1.000
Lab:297275 STREP RAPID TEST (POCT):0.106
Diagnosis:9ccs92:Otitis media:0.103
Diagnosis:9ccs124:Tonsillitis:0.084
Maternal Diagnosis:9ccs195:Ot compl bir:-0.083
Diagnosis:9ccs4:Mycoses:0.082
Number of Visits:0.082
Maternal Lab History: 3 HOUR-otherPregnancy:-0.081
Maternal Diagnosis:9ccs176:Contraceptiv:0.079
Diagnosis:9ccs133:Oth low resp:0.073
Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.353
Newborn Diagnosis:9ccs216:Nerv cong an:0.202
Diagnosis:9ccs83:Epilepsy/cnv:0.144
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.114
Lab:295669 BILIRUBIN DIRECT - LMC:-0.113
Diagnosis:9ccs47:Ot bnign neo:0.105
Diagnosis:9ccs166:Oth male gen:0.098
Diagnosis:9ccs216:Nerv cong an:0.097
Diagnosis:9ccs55:Fluid/elc dx:0.093
* Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.512
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.307
Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.307
Diagnosis:9ccs219:Low birth wt:-0.264
Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.206
Maternal Diagnosis:9ccs159:UTI:-0.194
Maternal Diagnosis:9ccs175:Ot femal gen:0.158
Diagnosis:9ccs59:Anemia:-0.135
Maternal Diagnosis:9ccs184:Early labor:-0.134
Diagnosis:10ccs238:Complic proc:0.132
Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs147:Anal/rectal:1.000
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.249
Diagnosis:9ccs120:Hemmorhoids:0.249
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.214
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.200
Maternal Lab History: PTT-otherPregnancy:0.193
Maternal Lab History: GFR in African American-otherPregnancy:0.184
Maternal Lab History: GFR Calculation-otherPregnancy:0.184
Maternal Lab History: INR-otherPregnancy:0.183
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.174
Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.469
Newborn Diagnosis:9ccs219:Low birth wt:0.467
Newborn Diagnosis:9ccs253:Allergy:0.271
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264
Newborn Diagnosis:9ccs256:Exam/eval:0.214
Newborn Diagnosis:9ccs222:Perint jaund:0.213
Maternal Lab History: ESTRIOL-postPregnancy:0.187
Maternal Lab History: URINE CULTURE-postPregnancy:0.186
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.181
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Diagnosis:9ccs2619:e codes: other specified- nec:0.230
Diagnosis:9ccs239:Superfic inj:0.184
Diagnosis:9ccs137:Mouth dx:0.165
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.163
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.163
Newborn Diagnosis:9ccs134:Ot uppr resp:0.163
Diagnosis:9ccs155:Other GI dx:0.145
Maternal Lab History: LEAD LEVEL-postPregnancy:0.136
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.122
* Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs153:GI hemorrhag:0.209
Diagnosis:9ccs155:Other GI dx:0.191
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.167
Diagnosis:9ccs120:Hemmorhoids:0.167
Diagnosis:9ccs133:Oth low resp:0.166
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.159
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.146
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.139
Lab:294048 STOOL CULTURE - LMC:0.139
Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Lab:306617 OCCULT BLOOD TEST (FECAL):1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.441
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.279
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.268
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.255
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.249
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.244
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.212
Maternal Lab History: VLDL-postPregnancy:-0.200
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.190
Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs98:HTN:1.000
Maternal Diagnosis:9ccs182:Hemorr preg:0.217
Newborn Diagnosis:9ccs215:gu cong anom:0.139
Diagnosis:9ccs215:gu cong anom:0.106
Newborn Diagnosis:9ccs256:Exam/eval:0.097
Newborn Diagnosis:9ccs219:Low birth wt:0.095
Maternal Diagnosis:9ccs184:Early labor:0.091
Diagnosis:9ccs58:Ot nutrit dx:0.075
Diagnosis:9ccs239:Superfic inj:0.074
Maternal Diagnosis:9ccs191:Amnios dx:0.074
Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Lab:297275 STREP RAPID TEST (POCT):1.000
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.539
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.539
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.381
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.381
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.269
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.269
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.269
Diagnosis:9ccs145:Int obstruct:0.264
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.241
Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs2:Septicemia:1.000
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.309
Maternal Lab History: LIPASE-postPregnancy:-0.293
Maternal Lab History: FREE T-4-otherPregnancy:0.293
Maternal Lab History: AMYLASE-postPregnancy:-0.279
Maternal Lab History: LDL-otherPregnancy:-0.262
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.240
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.205
Maternal Diagnosis:9ccs194:Forceps del:0.187
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.168
Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs240:Burns:1.000
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.217
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.217
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.217
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.180
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.176
Maternal Lab History: MONOCYTE-otherPregnancy:0.167
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.155
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.155
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.152
Diagnosis:9ccs255:Social admin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.472
Diagnosis:9ccs126:Ot up rsp in:0.356
Number of Visits:0.205
Diagnosis:9ccs92:Otitis media:0.205
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs257:Ot aftercare:0.197
Diagnosis:9ccs7:Viral infect:0.189
Diagnosis:9ccs125:Bronchitis:0.138
Diagnosis:9ccs135:Intest infct:0.136
Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs245:Syncope:0.243
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.212
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.212
Maternal Diagnosis:9ccs126:Ot up rsp in:0.212
Diagnosis:9ccs70:Schizo/rl dx:0.148
Newborn Diagnosis:9ccs47:Ot bnign neo:0.148
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.148
Diagnosis:9ccs62:Coag/hemr dx:0.144
Diagnosis:9ccs231:Oth fracture:0.119
Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs242:Poisn ot med:1.000
Diagnosis:9ccs188:Pelvic obstr:0.315
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.315
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.314
Maternal Procedure History:90801-postPregnancy:0.290
Lab:294199 BILIRUBIN SCAN - LMC:-0.266
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.224
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.224
Maternal Lab History: TSH-postPregnancy:0.224
Maternal Lab History: A/G RATIO-postPregnancy:-0.224
Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.185
Diagnosis:9ccs145:Int obstruct:0.171
Diagnosis:9ccs51:Ot endo dsor:0.148
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.135
Diagnosis:9ccs240:Burns:0.124
Maternal Diagnosis:9ccs163:Other GU dx:0.119
Maternal Lab History: URINE KETONES-postPregnancy:0.118
Lab:292495 LEAD LEVEL - Sunrise:-0.102
Diagnosis:9ccs151:Oth liver dx:0.096
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Procedure History:96372-otherPregnancy:0.294
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.262
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.236
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.214
Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.214
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.211
Diagnosis:9ccs250:Nausea/vomit:0.179
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.171
Maternal Lab History: BILE ACIDS-postPregnancy:0.157
Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.513
Correlated most with:
Diagnosis:10ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.703
Diagnosis:9ccs2619:e codes: other specified- nec:0.164
Diagnosis:9ccs64:Ot hematl dx:0.123
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.111
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.108
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.101
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.097
Diagnosis:9ccs8:Oth infectns:0.093
Diagnosis:9ccs209:Ot acq defor:0.088
Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs223:Birth trauma:1.000
Newborn Diagnosis:9ccs223:Birth trauma:0.273
Newborn Diagnosis:9ccs229:Fx arm:0.217
Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.217
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.217
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.196
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.190
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.189
Maternal Procedure History:92551-postPregnancy:-0.155
Maternal Diagnosis:9ccs188:Pelvic obstr:0.152
* Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Diagnosis:9ccs212:Ot bone dx:0.182
Maternal Lab History: LEAD LEVEL-otherPregnancy:0.095
Diagnosis:9ccs2603:E Codes: Fall:0.089
Diagnosis:10ccs58:Ot nutrit dx:0.088
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.086
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086
Maternal Lab History: URINE KETONES-postPregnancy:0.082
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.077
Maternal Lab History: WBC-otherPregnancy:0.072
Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:1.000
Maternal Lab History: FREE T3-postPregnancy:-0.208
Maternal Lab History: FIBRINOGEN-postPregnancy:0.132
Maternal Lab History: NTQR-LOCATION ID-postPregnancy:-0.129
Maternal Lab History: MAGNESIUM-postPregnancy:-0.109
Maternal Lab History: FREE T-4-postPregnancy:-0.096
Diagnosis:9ccs141:Ot dx stomch:0.090
Maternal Diagnosis:9ccs188:Pelvic obstr:0.086
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.084
Diagnosis:9ccs205:Back problem:0.082
Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs163:Other GU dx:1.000
Maternal Diagnosis:9ccs200:Oth skin dx:0.288
Newborn Diagnosis:9ccs161:Ot dx kidney:0.202
Diagnosis:9ccs145:Int obstruct:0.164
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.164
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.164
Diagnosis:9ccs159:UTI:0.164
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Maternal Procedure History:96372-postPregnancy:0.144
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.125
Newborn Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258
Lab:294147 FREE T4 - LMC:0.232
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.219
Lab:292147 TSH - Sunrise:0.175
Maternal Diagnosis:9ccs48:Thyroid dsor:0.155
Diagnosis:9ccs245:Syncope:0.151
Diagnosis:9ccs52:Nutrit defic:0.151
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.151
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.151
Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:1.000
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.328
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.190
Maternal Procedure History:86580-otherPregnancy:0.174
Maternal Lab History: RDW-otherPregnancy:0.151
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.138
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.125
Maternal Lab History: ABS LYMPH-otherPregnancy:0.119
Maternal Diagnosis:9ccs155:Other GI dx:-0.109
Maternal Lab History: MPV-otherPregnancy:0.109
Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500
Correlated most with:
Lab:294205 TSH REFLEX TO FT4 - LMC:1.000
Lab:294147 FREE T4 - LMC:-0.386
Diagnosis:9ccs204:Ot joint dx:0.350
Maternal Lab History: 2 HOUR-postPregnancy:-0.188
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.153
Maternal Diagnosis:9ccs61:Sickle cell:0.126
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.108
Maternal Lab History: TEST NAME-otherPregnancy:-0.098
Maternal Lab History: WEIGHT-postPregnancy:0.096
Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.288
Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.205
Newborn Diagnosis:9ccs133:Oth low resp:0.202
Newborn Diagnosis:9ccs216:Nerv cong an:0.164
Diagnosis:9ccs95:Oth nerv dx:0.156
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.143
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.133
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.121
Maternal Lab History: IRON % SATURATION-postPregnancy:0.118
Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs212:Ot bone dx:1.000
Diagnosis:9ccs44:Neoplsm unsp:0.315
Diagnosis:9ccs209:Ot acq defor:0.182
Maternal Diagnosis:9ccs182:Hemorr preg:0.092
Diagnosis:9ccs0:No DX:0.085
Diagnosis:9ccs89:Blindness:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Diagnosis:9ccs47:Ot bnign neo:0.064
Maternal Diagnosis:9ccs49:DiabMel no c:0.059
Diagnosis:9ccs96:Hrt valve dx:0.058
Vital: BP-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs66:Alchl-r mntl | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs66:Alchl-r mntl:1.000
Diagnosis:9ccs161:Ot dx kidney:0.154
Diagnosis:9ccs159:UTI:0.120
Maternal Diagnosis:9ccs187:Malposition:0.096
Diagnosis:9ccs256:Exam/eval:0.081
Diagnosis:9ccs91:Other eye dx:0.076
Diagnosis:9ccs94:Other ear dx:0.074
Diagnosis:9ccs151:Oth liver dx:0.073
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.045
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.045
Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs75:Hx mental dx:1.000
Maternal Diagnosis:9ccs133:Oth low resp:0.315
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.257
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.138
Maternal Lab History: ALT-otherPregnancy:0.132
Diagnosis:9ccs113:Late eff CVD:0.127
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.115
Maternal Procedure History:96372-postPregnancy:0.111
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.090
Maternal Procedure History:97110-postPregnancy:-0.089
Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs205:Back problem:1.000
Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.197
Diagnosis:9ccs245:Syncope:0.157
Maternal Diagnosis:9ccs6:Hepatitis:0.100
Lab:294203 BILIRUBIN TOTAL - LMC:0.095
Maternal Procedure History:90746-postPregnancy:-0.092
Maternal Diagnosis:9ccs191:Amnios dx:0.086
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.083
Diagnosis:9ccs251:Abdomnl pain:0.082
Diagnosis:9ccs133:Oth low resp:0.080
Lab:292147 TSH - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:292147 TSH - Sunrise:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.723
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.435
Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.376
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.366
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.228
Maternal Lab History: NEUTROPHIL-postPregnancy:0.201
Maternal Diagnosis:9ccs98:HTN:-0.188
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.183
Newborn Diagnosis:9ccs221:Resp distres:-0.181
Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.500
Correlated most with:
Lab:294147 FREE T4 - LMC:1.000
Diagnosis:9ccs204:Ot joint dx:-0.434
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.386
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.341
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.241
Maternal Lab History: 2 HOUR-postPregnancy:0.233
Diagnosis:9ccs48:Thyroid dsor:0.232
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.208
Maternal Lab History: T-3(Total)-postPregnancy:-0.207
Maternal Lab History: TEST NAME-otherPregnancy:-0.157
Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs61:Sickle cell:1.000
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.287
Maternal Diagnosis:9ccs106:Dysrhythmia:0.105
Diagnosis:9ccs8:Oth infectns:0.105
Diagnosis:9ccs134:Ot uppr resp:0.066
Lab:297262 HEMOGLOBIN (HEMOCUE):0.060
Diagnosis:9ccs128:Asthma:0.058
Newborn Diagnosis:9ccs224:Ot perint dx:0.052
Maternal Diagnosis:9ccs59:Anemia:0.045
Diagnosis:9ccs215:gu cong anom:0.045
Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:297280 GLUCOSE REAGENT STRIP | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Lab:297280 GLUCOSE REAGENT STRIP:1.000
Diagnosis:9ccs232:Sprain:0.500
Diagnosis:9ccs3:Oth bact inf:0.214
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.190
Maternal Lab History: WBC-postPregnancy:0.125
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.121
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.119
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.108
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.106
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.103
Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:294495 LEAD, BLOOD - LMC:1.000
Maternal Diagnosis:9ccs7:Viral infect:0.251
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.239
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.201
Maternal Diagnosis:9ccs106:Dysrhythmia:0.155
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.132
Maternal Lab History: WEIGHT-postPregnancy:0.125
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.104
Diagnosis:9ccs95:Oth nerv dx:-0.103
Newborn Diagnosis:9ccs217:Ot cong anom:0.099
Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs232:Sprain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs232:Sprain:1.000
Lab:297280 GLUCOSE REAGENT STRIP:0.500
Diagnosis:9ccs246:FUO:0.315
Diagnosis:9ccs3:Oth bact inf:0.211
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.202
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.187
Diagnosis:9ccs240:Burns:0.152
Maternal Lab History: WBC-postPregnancy:0.125
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.120
Maternal Lab History: AFP-otherPregnancy:-0.117
Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs140:Gastritis:1.000
Maternal Diagnosis:9ccs212:Ot bone dx:0.194
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.157
Maternal Procedure History:90472-postPregnancy:0.146
Maternal Lab History: MONOCYTE-postPregnancy:0.139
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.135
Diagnosis:9ccs153:GI hemorrhag:0.113
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.100
Diagnosis:9ccs213:Cardiac anom:0.098
Maternal Lab History: BICARBONATE-postPregnancy:-0.095
Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:1.000
Diagnosis:9ccs96:Hrt valve dx:0.228
Diagnosis:9ccs213:Cardiac anom:0.225
Diagnosis:9ccs105:Conduction:0.222
Newborn Diagnosis:9ccs106:Dysrhythmia:0.222
Newborn Diagnosis:9ccs239:Superfic inj:0.222
Newborn Diagnosis:9ccs97:Carditis:0.222
Newborn Diagnosis:9ccs104:Oth heart dx:0.222
Newborn Diagnosis:9ccs200:Oth skin dx:0.220
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.204
Diagnosis:9ccs231:Oth fracture | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs231:Oth fracture:1.000
Diagnosis:9ccs228:Fx skull fac:0.407
Diagnosis:9ccs229:Fx arm:0.332
Diagnosis:9ccs83:Epilepsy/cnv:0.119
Newborn Diagnosis:9ccs223:Birth trauma:0.103
Diagnosis:9ccs222:Perint jaund:0.067
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.051
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.051
Diagnosis:9ccs257:Ot aftercare:0.046
Diagnosis:9ccs7:Viral infect:0.045
Newborn Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs70:Schizo/rl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs70:Schizo/rl dx:1.000
Maternal Diagnosis:9ccs8:Oth infectns:0.707
Maternal Diagnosis:9ccs238:Complic proc:0.234
Diagnosis:9ccs223:Birth trauma:0.152
Diagnosis:9ccs83:Epilepsy/cnv:0.148
Diagnosis:9ccs89:Blindness:0.128
Diagnosis:9ccs2603:E Codes: Fall:0.114
Maternal Diagnosis:9ccs188:Pelvic obstr:0.104
Diagnosis:9ccs74:Ot mentl cnd:0.093
MatDeliveryAge:0.068
Newborn Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs68:Senil/org mn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:321098 OCCULT BLOOD FECES - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:321098 OCCULT BLOOD FECES - Sunrise:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.388
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.289
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.262
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.223
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.218
Diagnosis:9ccs2619:e codes: other specified- nec:-0.204
Diagnosis:9ccs153:GI hemorrhag:0.190
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.178
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.178
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Newborn Diagnosis:9ccs166:Oth male gen:0.377
Maternal Diagnosis:9ccs96:Hrt valve dx:0.187
Maternal Diagnosis:9ccs253:Allergy:0.187
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.063
Diagnosis:9ccs259:Unclassified:0.056
Diagnosis:9ccs217:Ot cong anom:0.049
Diagnosis:9ccs256:Exam/eval:0.048
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.046
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046
Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs6:Hepatitis:1.000
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.220
Maternal Diagnosis:9ccs6:Hepatitis:0.216
Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.195
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.183
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.164
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.129
Maternal Lab History: Alk Phos-otherPregnancy:0.118
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.114
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.108
Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:1.000
Lab:294147 FREE T4 - LMC:-0.434
Lab:294205 TSH REFLEX TO FT4 - LMC:0.350
Maternal Lab History: PT-otherPregnancy:-0.287
Diagnosis:9ccs211:Ot conn tiss:0.255
Maternal Lab History: URIC ACID-otherPregnancy:0.225
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.205
Maternal Lab History: LDH-otherPregnancy:0.191
Maternal Lab History: 2 HOUR-postPregnancy:-0.179
Maternal Lab History: GAMMA GT-otherPregnancy:-0.162
Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs167:Breast dx:1.000
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.353
Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.353
Maternal Lab History: TP VOLUME-otherPregnancy:-0.233
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.202
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.174
Maternal Procedure History:90746-postPregnancy:-0.165
Maternal Lab History: PROLACTIN-postPregnancy:0.139
Newborn Diagnosis:9ccs221:Resp distres:0.135
Maternal Lab History: hCG MoM-otherPregnancy:0.129
Lab:295490 17 HYDROXYPROGESTERONE - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:295490 17 HYDROXYPROGESTERONE - LMC:1.000
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-1.000
Maternal Diagnosis:9ccs159:UTI:-0.317
Lab:297262 HEMOGLOBIN (HEMOCUE):0.307
Newborn Diagnosis:9ccs221:Resp distres:0.197
Diagnosis:9ccs153:GI hemorrhag:-0.155
Diagnosis:9ccs219:Low birth wt:-0.130
Diagnosis:9ccs258:Other screen:0.117
Diagnosis:9ccs215:gu cong anom:0.079
Diagnosis:9ccs137:Mouth dx:0.077
Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs67:Subst-r mntl:1.000
Diagnosis:9ccs5:HIV infectn:1.000
Maternal Diagnosis:9ccs69:Affective dx:0.500
Maternal Diagnosis:9ccs5:HIV infectn:0.353
Maternal Diagnosis:9ccs49:DiabMel no c:0.147
Newborn Diagnosis:9ccs259:Unclassified:0.116
Maternal Diagnosis:9ccs186:DM in preg:0.069
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.060
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.060
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.054
Lab:323854 CULTURE FECES - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Lab:323854 CULTURE FECES - Sunrise:1.000
Maternal Lab History: CPK-postPregnancy:-0.204
Maternal Procedure History:90772-postPregnancy:-0.193
Maternal Procedure History:J1055-postPregnancy:-0.156
Diagnosis:9ccs153:GI hemorrhag:0.127
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.118
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.109
Maternal Diagnosis:9ccs211:Ot conn tiss:-0.109
Diagnosis:9ccs143:Abdom hernia:0.107
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.102
Diagnosis:9ccs52:Nutrit defic | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs52:Nutrit defic:1.000
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.577
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.577
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.258
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.202
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.199
Maternal Lab History: TP VOLUME-postPregnancy:0.197
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.171
Maternal Lab History: eGFR-postPregnancy:0.169
Maternal Lab History: Alk Phos-postPregnancy:0.162
Diagnosis:9ccs142:Appendicitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs142:Appendicitis:1.000
Maternal Lab History: GTT 90 MIN-postPregnancy:0.851
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.681
Maternal Lab History: GAMMA GT-postPregnancy:0.387
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.301
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.266
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.257
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.247
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.222
Maternal Lab History: PT-postPregnancy:-0.187
Diagnosis:9ccs86:Cataract | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs86:Cataract:1.000
Diagnosis:9ccs95:Oth nerv dx:0.142
Newborn Diagnosis:9ccs217:Ot cong anom:0.135
Newborn Diagnosis:9ccs259:Unclassified:0.116
Diagnosis:9ccs217:Ot cong anom:0.082
Diagnosis:9ccs91:Other eye dx:0.076
Diagnosis:9ccs58:Ot nutrit dx:0.075
Diagnosis:9ccs94:Other ear dx:0.074
Diagnosis:9ccs134:Ot uppr resp:0.074
MatDeliveryAge:0.072
Diagnosis:9ccs228:Fx skull fac | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs228:Fx skull fac:1.000
Diagnosis:9ccs231:Oth fracture:0.407
Maternal Diagnosis:9ccs176:Contraceptiv:0.049
Diagnosis:9ccs113:Late eff CVD:0.046
Diagnosis:9ccs257:Ot aftercare:0.038
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.037
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.037
Diagnosis:9ccs92:Otitis media:0.036
Maternal Diagnosis:9ccs189:Prev c-sectn:0.033
Diagnosis:9ccs253:Allergy:-0.033
Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs51:Ot endo dsor:1.000
Diagnosis:9ccs243:Poisn nonmed:0.148
Newborn Diagnosis:9ccs215:gu cong anom:0.135
Diagnosis:9ccs143:Abdom hernia:0.114
Maternal Diagnosis:9ccs60:Acut p-h anm:0.105
Diagnosis:9ccs215:gu cong anom:0.101
Diagnosis:9ccs165:Inf male gen:0.065
Maternal Diagnosis:9ccs185:Long pregncy:0.057
Diagnosis:9ccs159:UTI:0.053
Diagnosis:9ccs155:Other GI dx:0.052
Diagnosis:9ccs235:Opn wnd head | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs235:Opn wnd head:1.000
Diagnosis:9ccs159:UTI:0.081
Newborn Diagnosis:9ccs256:Exam/eval:0.065
Maternal Diagnosis:9ccs176:Contraceptiv:0.049
Diagnosis:9ccs58:Ot nutrit dx:0.048
Diagnosis:9ccs122:Pneumonia:0.046
Diagnosis:9ccs59:Anemia:0.044
Maternal Diagnosis:9ccs186:DM in preg:0.043
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.037
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.037
Newborn Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs220:Birth asphyx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs56:Cystic fibro | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs56:Cystic fibro:1.000
Maternal Diagnosis:9ccs56:Cystic fibro:0.577
Maternal Lab History: PTT-otherPregnancy:0.444
Maternal Lab History: INR-otherPregnancy:0.421
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.407
Newborn Diagnosis:9ccs155:Other GI dx:0.287
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.287
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.221
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.190
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.180
Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498
Correlated most with:
Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000
Maternal Diagnosis:9ccs245:Syncope:0.367
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.244
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.181
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.173
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.142
Maternal Lab History: GLUCOSE-otherPregnancy:0.125
Diagnosis:9ccs211:Ot conn tiss:-0.124
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.117
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.116
Lab:306854 PLATELET COUNT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:306854 PLATELET COUNT - Sunrise:1.000
Maternal Lab History: TP PERIOD-otherPregnancy:0.669
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.640
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.603
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.509
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.506
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.506
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.504
Diagnosis:9ccs238:Complic proc:0.413
Newborn Diagnosis:9ccs218:Liveborn:0.404
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:295490 17 HYDROXYPROGESTERONE - LMC:-1.000
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:1.000
Maternal Diagnosis:9ccs159:UTI:0.317
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.307
Newborn Diagnosis:9ccs221:Resp distres:-0.197
Diagnosis:9ccs153:GI hemorrhag:0.155
Diagnosis:9ccs219:Low birth wt:0.130
Diagnosis:9ccs258:Other screen:-0.117
Diagnosis:9ccs215:gu cong anom:-0.079
Diagnosis:9ccs137:Mouth dx:-0.077
Lab:294199 BILIRUBIN SCAN - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Lab:294199 BILIRUBIN SCAN - LMC:1.000
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:-0.840
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.517
Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.485
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.480
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.458
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.420
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.404
Maternal Lab History: FREE T3-postPregnancy:-0.388
Maternal Lab History: GLUCOSE-postPregnancy:-0.334
Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs229:Fx arm:1.000
Diagnosis:9ccs231:Oth fracture:0.332
Diagnosis:9ccs147:Anal/rectal:0.141
Diagnosis:9ccs83:Epilepsy/cnv:0.119
Newborn Diagnosis:9ccs223:Birth trauma:0.103
Diagnosis:9ccs258:Other screen:0.090
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.089
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.089
Diagnosis:9ccs134:Ot uppr resp:0.081
Diagnosis:9ccs165:Inf male gen:0.078
Diagnosis:9ccs236:Opn wnd extr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs236:Opn wnd extr:1.000
Newborn Diagnosis:9ccs95:Oth nerv dx:0.202
Maternal Diagnosis:9ccs196:Nml preg/del:-0.171
Newborn Diagnosis:9ccs213:Cardiac anom:0.146
Diagnosis:9ccs244:Other injury:0.076
Diagnosis:9ccs213:Cardiac anom:0.071
Diagnosis:9ccs125:Bronchitis:0.067
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.050
Newborn Diagnosis:9ccs94:Other ear dx:-0.050
Newborn Diagnosis:9ccs256:Exam/eval:0.049
Vital: HC Percentile-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs2619:e codes: other specified- nec | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs2619:e codes: other specified- nec:1.000
Diagnosis:9ccs258:Other screen:0.230
Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.204
Diagnosis:10ccs58:Ot nutrit dx:0.164
Newborn Diagnosis:9ccs96:Hrt valve dx:0.148
Diagnosis:9ccs127:COPD:0.126
Diagnosis:9ccs217:Ot cong anom:0.116
Diagnosis:9ccs2603:E Codes: Fall:0.114
Diagnosis:9ccs239:Superfic inj:0.105
Diagnosis:9ccs122:Pneumonia:0.103
Newborn Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs214:GI cong anom:1.000
Maternal Diagnosis:9ccs6:Hepatitis:0.187
Diagnosis:9ccs141:Ot dx stomch:0.148
Diagnosis:9ccs138:Esophgeal dx:0.106
Maternal Diagnosis:9ccs106:Dysrhythmia:0.105
Maternal Diagnosis:9ccs128:Asthma:0.083
Diagnosis:9ccs127:COPD:0.083
Diagnosis:9ccs217:Ot cong anom:0.075
Diagnosis:9ccs47:Ot bnign neo:0.074
Diagnosis:9ccs197:Skin infectn:0.060
Diagnosis:9ccs145:Int obstruct | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs145:Int obstruct:1.000
Lab:297275 STREP RAPID TEST (POCT):0.264
Diagnosis:9ccs89:Blindness:0.211
Diagnosis:9ccs243:Poisn nonmed:0.171
Diagnosis:9ccs163:Other GU dx:0.164
Maternal Diagnosis:9ccs128:Asthma:0.097
Maternal Diagnosis:9ccs192:Umbil cord:0.086
Diagnosis:9ccs250:Nausea/vomit:0.053
Newborn Diagnosis:9ccs219:Low birth wt:0.048
Maternal Diagnosis:9ccs184:Early labor:0.046
Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs246:FUO:1.000
Diagnosis:9ccs232:Sprain:0.315
Diagnosis:9ccs2:Septicemia:0.166
Diagnosis:9ccs3:Oth bact inf:0.131
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.125
Diagnosis:9ccs239:Superfic inj:0.093
Diagnosis:9ccs240:Burns:0.092
Maternal Diagnosis:9ccs106:Dysrhythmia:0.092
Maternal Procedure History:86580-otherPregnancy:0.091
Maternal Procedure History:86580-postPregnancy:0.085
Diagnosis:9ccs109:Acute CVD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs109:Acute CVD:1.000
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.577
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.500
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.471
Maternal Lab History: GFR in African American-otherPregnancy:-0.345
Maternal Lab History: GFR Calculation-otherPregnancy:-0.343
Maternal Lab History: PAPP-A-postPregnancy:0.331
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.315
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.291
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.288
Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs188:Pelvic obstr:1.000
Diagnosis:9ccs242:Poisn ot med:0.315
Diagnosis:9ccs123:Influenza:0.184
Newborn Diagnosis:9ccs223:Birth trauma:0.184
Diagnosis:9ccs124:Tonsillitis:0.130
Diagnosis:9ccs137:Mouth dx:0.103
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.103
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.103
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.076
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.076
Lab:294048 STOOL CULTURE - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Lab:294048 STOOL CULTURE - LMC:1.000
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.813
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.364
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.310
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.271
Diagnosis:9ccs153:GI hemorrhag:0.178
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.170
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.158
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.155
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.145
Diagnosis:9ccs120:Hemmorhoids | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:1.000
Diagnosis:9ccs120:Hemmorhoids:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.852
Maternal Lab History: GFR in African American-otherPregnancy:0.732
Maternal Lab History: GFR Calculation-otherPregnancy:0.731
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.707
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.594
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.577
Maternal Procedure History:81025-otherPregnancy:0.534
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.534
Diagnosis:9ccs129:Asp pneumon | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs129:Asp pneumon:1.000
Maternal Diagnosis:9ccs168:PID:0.228
Diagnosis:9ccs89:Blindness:0.184
Diagnosis:9ccs95:Oth nerv dx:0.142
Diagnosis:9ccs138:Esophgeal dx:0.111
Diagnosis:9ccs217:Ot cong anom:0.082
Diagnosis:9ccs91:Other eye dx:0.076
Diagnosis:9ccs58:Ot nutrit dx:0.075
Diagnosis:9ccs94:Other ear dx:0.074
Diagnosis:9ccs134:Ot uppr resp:0.074
Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs106:Dysrhythmia:1.000
Newborn Diagnosis:9ccs47:Ot bnign neo:0.353
Newborn Diagnosis:9ccs191:Amnios dx:0.222
Maternal Diagnosis:9ccs48:Thyroid dsor:0.148
Diagnosis:9ccs239:Superfic inj:0.107
Diagnosis:9ccs83:Epilepsy/cnv:0.102
Diagnosis:9ccs258:Other screen:0.076
Diagnosis:9ccs161:Ot dx kidney:0.072
Maternal Diagnosis:9ccs188:Pelvic obstr:0.070
Maternal Diagnosis:9ccs176:Contraceptiv:0.070
Diagnosis:9ccs162:Ot dx bladdr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs162:Ot dx bladdr:1.000
Maternal Lab History: MPV-otherPregnancy:0.300
Maternal Lab History: URINE PH-otherPregnancy:-0.161
Diagnosis:9ccs161:Ot dx kidney:0.154
Newborn Diagnosis:9ccs215:gu cong anom:0.139
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.133
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.122
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.122
Maternal Lab History: RBC-otherPregnancy:0.121
Diagnosis:9ccs159:UTI:0.120
Vital : 0.951915333971
Number of Visits : 0.0079901363127
MatDeliveryAge : 0.0060899155961
Diagnosis : 0.0261291064407
Lab : 0.00327957674985
Newborn Diagnosis : 0.00459593093008
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_index_no_min_no_census
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_results_no_min_no_census
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_models_no_min_no_census.pkl
-----------------------------------------------------
boys no_min no_wt_bmi lasso
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.880, R^2 test: -1.506
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.652, R^2 test: -0.471
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.489, R^2 test: -0.204
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.025, R^2 test: 0.001
best alpha via bootstrap CV: 0.1
AUC Train: 0.678, Explained Variance Score Train: 0.025
AUC Validation: 0.571, Explained Variance Score Validation: -0.003
AUC Test: 0.597, Explained Variance Score Test: 0.010
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.900, R^2 test: -1.293
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.696, R^2 test: -0.318
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.570, R^2 test: -0.160
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.046, R^2 test: 0.017
best alpha via bootstrap CV: 0.1
AUC Train: 0.614, Explained Variance Score Train: 0.046
AUC Validation: 0.585, Explained Variance Score Validation: 0.006
AUC Test: 0.627, Explained Variance Score Test: 0.017
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.897, R^2 test: -3.135
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.677, R^2 test: -0.732
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.567, R^2 test: -0.350
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.039, R^2 test: 0.027
best alpha via bootstrap CV: 0.1
AUC Train: 0.654, Explained Variance Score Train: 0.039
AUC Validation: 0.652, Explained Variance Score Validation: 0.015
AUC Test: 0.622, Explained Variance Score Test: 0.027
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.921, R^2 test: -2.643
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.700, R^2 test: -0.919
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.579, R^2 test: -0.570
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.088, R^2 test: -0.014
best alpha via bootstrap CV: 0.1
AUC Train: 0.722, Explained Variance Score Train: 0.088
AUC Validation: 0.466, Explained Variance Score Validation: -0.061
AUC Test: 0.550, Explained Variance Score Test: -0.008
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.850, R^2 test: -2.852
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.617, R^2 test: -0.667
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.471, R^2 test: -0.318
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.080, R^2 test: 0.015
best alpha via bootstrap CV: 0.1
AUC Train: 0.659, Explained Variance Score Train: 0.080
AUC Validation: 0.522, Explained Variance Score Validation: -0.000
AUC Test: 0.634, Explained Variance Score Test: 0.016
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.923, R^2 test: -2.640
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.745, R^2 test: -0.812
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.590, R^2 test: -0.282
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.079, R^2 test: 0.005
best alpha via bootstrap CV: 0.1
AUC Train: 0.683, Explained Variance Score Train: 0.079
AUC Validation: 0.520, Explained Variance Score Validation: 0.013
AUC Test: 0.550, Explained Variance Score Test: 0.010
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.851, R^2 test: -1.473
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.606, R^2 test: -0.342
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.477, R^2 test: -0.139
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.010, R^2 test: -0.003
best alpha via bootstrap CV: 0.1
AUC Train: 0.612, Explained Variance Score Train: 0.010
AUC Validation: 0.671, Explained Variance Score Validation: 0.008
AUC Test: 0.556, Explained Variance Score Test: 0.002
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.900, R^2 test: -1.870
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.681, R^2 test: -0.586
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.491, R^2 test: -0.206
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.016, R^2 test: 0.000
best alpha via bootstrap CV: 0.1
AUC Train: 0.593, Explained Variance Score Train: 0.016
AUC Validation: 0.474, Explained Variance Score Validation: -0.004
AUC Test: 0.549, Explained Variance Score Test: 0.004
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.871, R^2 test: -2.770
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.619, R^2 test: -0.656
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.477, R^2 test: -0.308
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.014, R^2 test: -0.000
best alpha via bootstrap CV: 0.1
AUC Train: 0.627, Explained Variance Score Train: 0.014
AUC Validation: 0.510, Explained Variance Score Validation: 0.003
AUC Test: 0.503, Explained Variance Score Test: 0.000
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.882, R^2 test: -3.917
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.653, R^2 test: -0.814
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.541, R^2 test: -0.454
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.051, R^2 test: 0.025
best alpha via bootstrap CV: 0.1
AUC Train: 0.647, Explained Variance Score Train: 0.051
AUC Validation: 0.654, Explained Variance Score Validation: 0.037
AUC Test: 0.603, Explained Variance Score Test: 0.027
total variables 1889 and total subjects: 1751
->AUC validation: 0.562 95% CI: [0.518 , 0.607]
->AUC test: 0.579 95% CI: [0.554 , 0.605]
->Explained Variance (R2) validation: 0.002 95% CI: [-0.013 , 0.016]
->Explained Variance (R2) test: 0.010 95% CI: [0.004 , 0.017]
Test set metrics:
@threshold:1.645, sens:0.000, spec:1.000, ppv:0.000, acc:0.766, f1:0.000, total+:0, total-:350
@threshold:0.645, sens:0.000, spec:1.000, ppv:0.000, acc:0.766, f1:0.000, total+:0, total-:350
@threshold:0.618, sens:0.037, spec:0.996, ppv:0.750, acc:0.771, f1:0.070, total+:4, total-:346
@threshold:0.593, sens:0.049, spec:0.978, ppv:0.400, acc:0.760, f1:0.087, total+:10, total-:340
@threshold:0.589, sens:0.049, spec:0.974, ppv:0.364, acc:0.757, f1:0.086, total+:11, total-:339
@threshold:0.568, sens:0.061, spec:0.974, ppv:0.417, acc:0.760, f1:0.106, total+:12, total-:338
@threshold:0.526, sens:0.073, spec:0.970, ppv:0.429, acc:0.760, f1:0.125, total+:14, total-:336
@threshold:0.524, sens:0.085, spec:0.970, ppv:0.467, acc:0.763, f1:0.144, total+:15, total-:335
@threshold:0.509, sens:0.085, spec:0.966, ppv:0.438, acc:0.760, f1:0.143, total+:16, total-:334
@threshold:0.459, sens:0.098, spec:0.955, ppv:0.400, acc:0.754, f1:0.157, total+:20, total-:330
@threshold:0.406, sens:0.122, spec:0.951, ppv:0.435, acc:0.757, f1:0.190, total+:23, total-:327
@threshold:0.400, sens:0.134, spec:0.951, ppv:0.458, acc:0.760, f1:0.208, total+:24, total-:326
@threshold:0.388, sens:0.134, spec:0.948, ppv:0.440, acc:0.757, f1:0.206, total+:25, total-:325
@threshold:0.331, sens:0.146, spec:0.922, ppv:0.364, acc:0.740, f1:0.209, total+:33, total-:317
@threshold:0.314, sens:0.159, spec:0.918, ppv:0.371, acc:0.740, f1:0.222, total+:35, total-:315
@threshold:0.277, sens:0.171, spec:0.910, ppv:0.368, acc:0.737, f1:0.233, total+:38, total-:312
@threshold:0.249, sens:0.171, spec:0.907, ppv:0.359, acc:0.734, f1:0.231, total+:39, total-:311
@threshold:0.246, sens:0.183, spec:0.903, ppv:0.366, acc:0.734, f1:0.244, total+:41, total-:309
@threshold:0.244, sens:0.183, spec:0.899, ppv:0.357, acc:0.731, f1:0.242, total+:42, total-:308
@threshold:0.239, sens:0.232, spec:0.896, ppv:0.404, acc:0.740, f1:0.295, total+:47, total-:303
@threshold:0.239, sens:0.244, spec:0.896, ppv:0.417, acc:0.743, f1:0.308, total+:48, total-:302
@threshold:0.234, sens:0.244, spec:0.877, ppv:0.377, acc:0.729, f1:0.296, total+:53, total-:297
@threshold:0.234, sens:0.244, spec:0.873, ppv:0.370, acc:0.726, f1:0.294, total+:54, total-:296
@threshold:0.227, sens:0.256, spec:0.866, ppv:0.368, acc:0.723, f1:0.302, total+:57, total-:293
@threshold:0.225, sens:0.256, spec:0.862, ppv:0.362, acc:0.720, f1:0.300, total+:58, total-:292
@threshold:0.172, sens:0.268, spec:0.832, ppv:0.328, acc:0.700, f1:0.295, total+:67, total-:283
@threshold:0.164, sens:0.268, spec:0.828, ppv:0.324, acc:0.697, f1:0.293, total+:68, total-:282
@threshold:0.143, sens:0.280, spec:0.817, ppv:0.319, acc:0.691, f1:0.299, total+:72, total-:278
@threshold:0.141, sens:0.280, spec:0.813, ppv:0.315, acc:0.689, f1:0.297, total+:73, total-:277
@threshold:0.115, sens:0.293, spec:0.787, ppv:0.296, acc:0.671, f1:0.294, total+:81, total-:269
@threshold:0.113, sens:0.293, spec:0.784, ppv:0.293, acc:0.669, f1:0.293, total+:82, total-:268
@threshold:0.112, sens:0.305, spec:0.784, ppv:0.301, acc:0.671, f1:0.303, total+:83, total-:267
@threshold:0.109, sens:0.305, spec:0.780, ppv:0.298, acc:0.669, f1:0.301, total+:84, total-:266
@threshold:0.106, sens:0.317, spec:0.772, ppv:0.299, acc:0.666, f1:0.308, total+:87, total-:263
@threshold:0.105, sens:0.317, spec:0.769, ppv:0.295, acc:0.663, f1:0.306, total+:88, total-:262
@threshold:0.105, sens:0.329, spec:0.761, ppv:0.297, acc:0.660, f1:0.312, total+:91, total-:259
@threshold:0.104, sens:0.329, spec:0.754, ppv:0.290, acc:0.654, f1:0.309, total+:93, total-:257
@threshold:0.104, sens:0.329, spec:0.750, ppv:0.287, acc:0.651, f1:0.307, total+:94, total-:256
@threshold:0.103, sens:0.329, spec:0.731, ppv:0.273, acc:0.637, f1:0.298, total+:99, total-:251
@threshold:0.102, sens:0.329, spec:0.720, ppv:0.265, acc:0.629, f1:0.293, total+:102, total-:248
@threshold:0.102, sens:0.329, spec:0.709, ppv:0.257, acc:0.620, f1:0.289, total+:105, total-:245
@threshold:0.102, sens:0.329, spec:0.705, ppv:0.255, acc:0.617, f1:0.287, total+:106, total-:244
@threshold:0.101, sens:0.366, spec:0.664, ppv:0.250, acc:0.594, f1:0.297, total+:120, total-:230
@threshold:0.101, sens:0.366, spec:0.657, ppv:0.246, acc:0.589, f1:0.294, total+:122, total-:228
@threshold:0.101, sens:0.366, spec:0.653, ppv:0.244, acc:0.586, f1:0.293, total+:123, total-:227
@threshold:0.100, sens:0.378, spec:0.653, ppv:0.250, acc:0.589, f1:0.301, total+:124, total-:226
@threshold:0.100, sens:0.390, spec:0.649, ppv:0.254, acc:0.589, f1:0.308, total+:126, total-:224
@threshold:0.100, sens:0.390, spec:0.646, ppv:0.252, acc:0.586, f1:0.306, total+:127, total-:223
@threshold:0.099, sens:0.402, spec:0.646, ppv:0.258, acc:0.589, f1:0.314, total+:128, total-:222
@threshold:0.099, sens:0.402, spec:0.642, ppv:0.256, acc:0.586, f1:0.313, total+:129, total-:221
@threshold:0.099, sens:0.427, spec:0.631, ppv:0.261, acc:0.583, f1:0.324, total+:134, total-:216
@threshold:0.099, sens:0.427, spec:0.627, ppv:0.259, acc:0.580, f1:0.323, total+:135, total-:215
@threshold:0.098, sens:0.427, spec:0.619, ppv:0.255, acc:0.574, f1:0.320, total+:137, total-:213
@threshold:0.098, sens:0.427, spec:0.616, ppv:0.254, acc:0.571, f1:0.318, total+:138, total-:212
@threshold:0.097, sens:0.439, spec:0.586, ppv:0.245, acc:0.551, f1:0.314, total+:147, total-:203
@threshold:0.097, sens:0.439, spec:0.582, ppv:0.243, acc:0.549, f1:0.313, total+:148, total-:202
@threshold:0.097, sens:0.476, spec:0.549, ppv:0.244, acc:0.531, f1:0.322, total+:160, total-:190
@threshold:0.096, sens:0.488, spec:0.545, ppv:0.247, acc:0.531, f1:0.328, total+:162, total-:188
@threshold:0.096, sens:0.488, spec:0.541, ppv:0.245, acc:0.529, f1:0.327, total+:163, total-:187
@threshold:0.096, sens:0.500, spec:0.541, ppv:0.250, acc:0.531, f1:0.333, total+:164, total-:186
@threshold:0.096, sens:0.500, spec:0.537, ppv:0.248, acc:0.529, f1:0.332, total+:165, total-:185
@threshold:0.095, sens:0.512, spec:0.526, ppv:0.249, acc:0.523, f1:0.335, total+:169, total-:181
@threshold:0.095, sens:0.512, spec:0.522, ppv:0.247, acc:0.520, f1:0.333, total+:170, total-:180
@threshold:0.094, sens:0.512, spec:0.504, ppv:0.240, acc:0.506, f1:0.327, total+:175, total-:175
@threshold:0.094, sens:0.683, spec:0.347, ppv:0.242, acc:0.426, f1:0.358, total+:231, total-:119
@threshold:0.093, sens:0.683, spec:0.343, ppv:0.241, acc:0.423, f1:0.357, total+:232, total-:118
@threshold:0.091, sens:0.695, spec:0.325, ppv:0.239, acc:0.411, f1:0.356, total+:238, total-:112
@threshold:0.090, sens:0.695, spec:0.321, ppv:0.238, acc:0.409, f1:0.355, total+:239, total-:111
@threshold:0.090, sens:0.707, spec:0.321, ppv:0.242, acc:0.411, f1:0.360, total+:240, total-:110
@threshold:0.087, sens:0.744, spec:0.321, ppv:0.251, acc:0.420, f1:0.375, total+:243, total-:107
@threshold:0.086, sens:0.768, spec:0.313, ppv:0.255, acc:0.420, f1:0.383, total+:247, total-:103
@threshold:0.016, sens:0.780, spec:0.265, ppv:0.245, acc:0.386, f1:0.373, total+:261, total-:89
@threshold:0.011, sens:0.780, spec:0.261, ppv:0.244, acc:0.383, f1:0.372, total+:262, total-:88
@threshold:-0.014, sens:0.793, spec:0.257, ppv:0.246, acc:0.383, f1:0.376, total+:264, total-:86
@threshold:-0.016, sens:0.793, spec:0.254, ppv:0.245, acc:0.380, f1:0.375, total+:265, total-:85
@threshold:-0.024, sens:0.805, spec:0.246, ppv:0.246, acc:0.377, f1:0.377, total+:268, total-:82
@threshold:-0.026, sens:0.817, spec:0.243, ppv:0.248, acc:0.377, f1:0.381, total+:270, total-:80
@threshold:-0.030, sens:0.829, spec:0.239, ppv:0.250, acc:0.377, f1:0.384, total+:272, total-:78
@threshold:-0.031, sens:0.829, spec:0.228, ppv:0.247, acc:0.369, f1:0.381, total+:275, total-:75
@threshold:-0.033, sens:0.829, spec:0.216, ppv:0.245, acc:0.360, f1:0.378, total+:278, total-:72
@threshold:-0.033, sens:0.829, spec:0.213, ppv:0.244, acc:0.357, f1:0.377, total+:279, total-:71
@threshold:-0.034, sens:0.841, spec:0.209, ppv:0.246, acc:0.357, f1:0.380, total+:281, total-:69
@threshold:-0.035, sens:0.841, spec:0.205, ppv:0.245, acc:0.354, f1:0.379, total+:282, total-:68
@threshold:-0.036, sens:0.841, spec:0.198, ppv:0.243, acc:0.349, f1:0.377, total+:284, total-:66
@threshold:-0.040, sens:0.854, spec:0.179, ppv:0.241, acc:0.337, f1:0.376, total+:290, total-:60
@threshold:-0.042, sens:0.854, spec:0.175, ppv:0.241, acc:0.334, f1:0.375, total+:291, total-:59
@threshold:-0.043, sens:0.878, spec:0.172, ppv:0.245, acc:0.337, f1:0.383, total+:294, total-:56
@threshold:-0.078, sens:0.890, spec:0.164, ppv:0.246, acc:0.334, f1:0.385, total+:297, total-:53
@threshold:-0.089, sens:0.890, spec:0.160, ppv:0.245, acc:0.331, f1:0.384, total+:298, total-:52
@threshold:-0.095, sens:0.902, spec:0.160, ppv:0.247, acc:0.334, f1:0.388, total+:299, total-:51
@threshold:-0.101, sens:0.902, spec:0.157, ppv:0.247, acc:0.331, f1:0.387, total+:300, total-:50
@threshold:-0.167, sens:0.915, spec:0.131, ppv:0.244, acc:0.314, f1:0.385, total+:308, total-:42
@threshold:-0.185, sens:0.939, spec:0.127, ppv:0.248, acc:0.317, f1:0.392, total+:311, total-:39
@threshold:-0.276, sens:0.951, spec:0.093, ppv:0.243, acc:0.294, f1:0.387, total+:321, total-:29
@threshold:-0.277, sens:0.951, spec:0.090, ppv:0.242, acc:0.291, f1:0.386, total+:322, total-:28
@threshold:-0.362, sens:0.963, spec:0.056, ppv:0.238, acc:0.269, f1:0.382, total+:332, total-:18
@threshold:-0.366, sens:0.963, spec:0.052, ppv:0.237, acc:0.266, f1:0.381, total+:333, total-:17
@threshold:-0.378, sens:0.976, spec:0.045, ppv:0.238, acc:0.263, f1:0.383, total+:336, total-:14
@threshold:-0.383, sens:0.976, spec:0.041, ppv:0.237, acc:0.260, f1:0.382, total+:337, total-:13
@threshold:-0.438, sens:0.988, spec:0.007, ppv:0.233, acc:0.237, f1:0.378, total+:347, total-:3
@threshold:-0.457, sens:0.988, spec:0.004, ppv:0.233, acc:0.234, f1:0.377, total+:348, total-:2
@threshold:-0.571, sens:1.000, spec:0.004, ppv:0.235, acc:0.237, f1:0.381, total+:349, total-:1
Vital: Ht Percentile-avg13to16 | coef 0.043 95% CI: [-0.019 , 0.105] | OR_adj 1.044 [0.981 1.110] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.564
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg1to3 | coef 0.020 95% CI: [-0.004 , 0.044] | OR_adj 1.020 [0.996 1.045] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.585
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg7to10 | coef 0.019 95% CI: [-0.016 , 0.055] | OR_adj 1.019 [0.984 1.056] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg19to24 | coef 0.016 95% CI: [-0.002 , 0.035] | OR_adj 1.016 [0.998 1.035] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg16to19 | coef 0.013 95% CI: [-0.007 , 0.033] | OR_adj 1.013 [0.993 1.033] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.649
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-latest | coef 0.009 95% CI: [-0.008 , 0.026] | OR_adj 1.009 [0.992 1.027] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.637
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg1to3 | coef -0.009 95% CI: [-0.025 , 0.007] | OR_adj 0.991 [0.975 1.008] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-avg19to24 | coef 0.008 95% CI: [-0.007 , 0.024] | OR_adj 1.009 [0.993 1.025] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.606
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain1to5 | coef -0.008 95% CI: [-0.016 , -0.000] | OR_adj 0.992 [0.984 1.000] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.444
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Number of Visits | coef 0.008 95% CI: [-0.002 , 0.019] | OR_adj 1.008 [0.998 1.019] | occ: 1743 | OR_unadj: 1.107 [0.879 1.394] | indivs AUC:0.464
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain13to19 | coef -0.007 95% CI: [-0.021 , 0.006] | OR_adj 0.993 [0.979 1.006] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain0to3 | coef -0.007 95% CI: [-0.019 , 0.006] | OR_adj 0.993 [0.981 1.006] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain7to13 | coef -0.006 95% CI: [-0.017 , 0.005] | OR_adj 0.994 [0.983 1.005] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-avg16to19 | coef 0.005 95% CI: [-0.002 , 0.012] | OR_adj 1.005 [0.998 1.012] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.607
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg3to5 | coef 0.004 95% CI: [-0.004 , 0.012] | OR_adj 1.004 [0.996 1.012] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef -0.003 95% CI: [-0.010 , 0.003] | OR_adj 0.997 [0.990 1.003] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg3to5 | coef -0.003 95% CI: [-0.010 , 0.003] | OR_adj 0.997 [0.990 1.003] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg0to1 | coef 0.003 95% CI: [-0.003 , 0.010] | OR_adj 1.003 [0.997 1.010] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.581
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain16to24 | coef 0.003 95% CI: [-0.002 , 0.008] | OR_adj 1.003 [0.998 1.008] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-latest | coef -0.002 95% CI: [-0.006 , 0.002] | OR_adj 0.998 [0.994 1.002] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.002 95% CI: [-0.002 , 0.005] | OR_adj 1.002 [0.998 1.005] | occ: 1129 | OR_unadj: 1.101 [0.860 1.408] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
MatDeliveryAge | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-latest | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-gain7to13 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.550
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 0.103579278334
Number of Visits : 0.00823805680171
Census : -0.00123905277219
MatDeliveryAge : 0.00158073198485
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_index_no_min_no_wt_bmi
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_results_no_min_no_wt_bmi
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_models_no_min_no_wt_bmi.pkl
-----------------------------------------------------
boys no_min no_wt_bmi randomforest
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: -0.057
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.771, R^2 test: -0.024
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.583, R^2 test: 0.005
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.474, R^2 test: 0.007
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.981, Explained Variance Score Train: 0.474
AUC Validation: 0.532, Explained Variance Score Validation: -0.002
AUC Test: 0.611, Explained Variance Score Test: 0.009
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.086
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.804, R^2 test: -0.061
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.626, R^2 test: -0.054
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.538, R^2 test: -0.049
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.956, Explained Variance Score Train: 0.538
AUC Validation: 0.583, Explained Variance Score Validation: -0.026
AUC Test: 0.559, Explained Variance Score Test: -0.042
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.869, R^2 test: -0.115
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.820, R^2 test: -0.097
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.643, R^2 test: -0.077
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.544, R^2 test: -0.072
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.924, Explained Variance Score Train: 0.544
AUC Validation: 0.465, Explained Variance Score Validation: -0.112
AUC Test: 0.572, Explained Variance Score Test: -0.072
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: -0.112
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.764, R^2 test: -0.093
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.555, R^2 test: -0.023
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.459, R^2 test: -0.017
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.955, Explained Variance Score Train: 0.459
AUC Validation: 0.599, Explained Variance Score Validation: 0.058
AUC Test: 0.531, Explained Variance Score Test: -0.015
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.851, R^2 test: -0.110
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.786, R^2 test: -0.163
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.569, R^2 test: -0.075
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.478, R^2 test: -0.048
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.951, Explained Variance Score Train: 0.478
AUC Validation: 0.682, Explained Variance Score Validation: 0.032
AUC Test: 0.522, Explained Variance Score Test: -0.040
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.853, R^2 test: -0.048
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.796, R^2 test: -0.047
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.566, R^2 test: -0.043
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.465, R^2 test: -0.030
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.946, Explained Variance Score Train: 0.466
AUC Validation: 0.559, Explained Variance Score Validation: 0.043
AUC Test: 0.547, Explained Variance Score Test: -0.025
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.833, R^2 test: -0.315
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.767, R^2 test: -0.260
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.529, R^2 test: -0.178
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.433, R^2 test: -0.150
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.931, Explained Variance Score Train: 0.434
AUC Validation: 0.584, Explained Variance Score Validation: 0.038
AUC Test: 0.535, Explained Variance Score Test: -0.093
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.155
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.783, R^2 test: -0.058
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.585, R^2 test: -0.024
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.482, R^2 test: -0.013
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.960, Explained Variance Score Train: 0.482
AUC Validation: 0.497, Explained Variance Score Validation: -0.091
AUC Test: 0.564, Explained Variance Score Test: -0.012
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.847, R^2 test: -0.076
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.770, R^2 test: -0.088
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.539, R^2 test: -0.062
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.444, R^2 test: -0.045
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.930, Explained Variance Score Train: 0.444
AUC Validation: 0.616, Explained Variance Score Validation: 0.075
AUC Test: 0.525, Explained Variance Score Test: -0.045
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.135
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.790, R^2 test: -0.066
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.604, R^2 test: -0.045
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.506, R^2 test: -0.034
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.957, Explained Variance Score Train: 0.506
AUC Validation: 0.678, Explained Variance Score Validation: 0.070
AUC Test: 0.528, Explained Variance Score Test: -0.033
total variables 1889 and total subjects: 1751
->AUC validation: 0.579 95% CI: [0.538 , 0.621]
->AUC test: 0.549 95% CI: [0.533 , 0.566]
->Explained Variance (R2) validation: 0.009 95% CI: [-0.030 , 0.047]
->Explained Variance (R2) test: -0.037 95% CI: [-0.054 , -0.019]
Test set metrics:
@threshold:0.580, sens:0.000, spec:1.000, ppv:0.000, acc:0.754, f1:0.000, total+:0, total-:350
@threshold:0.542, sens:0.023, spec:1.000, ppv:1.000, acc:0.760, f1:0.045, total+:2, total-:348
@threshold:0.450, sens:0.035, spec:0.970, ppv:0.273, acc:0.740, f1:0.062, total+:11, total-:339
@threshold:0.404, sens:0.047, spec:0.966, ppv:0.308, acc:0.740, f1:0.081, total+:13, total-:337
@threshold:0.394, sens:0.058, spec:0.966, ppv:0.357, acc:0.743, f1:0.100, total+:14, total-:336
@threshold:0.387, sens:0.070, spec:0.962, ppv:0.375, acc:0.743, f1:0.118, total+:16, total-:334
@threshold:0.356, sens:0.081, spec:0.951, ppv:0.350, acc:0.737, f1:0.132, total+:20, total-:330
@threshold:0.353, sens:0.081, spec:0.947, ppv:0.333, acc:0.734, f1:0.131, total+:21, total-:329
@threshold:0.306, sens:0.093, spec:0.932, ppv:0.308, acc:0.726, f1:0.143, total+:26, total-:324
@threshold:0.292, sens:0.105, spec:0.928, ppv:0.321, acc:0.726, f1:0.158, total+:28, total-:322
@threshold:0.284, sens:0.116, spec:0.924, ppv:0.333, acc:0.726, f1:0.172, total+:30, total-:320
@threshold:0.284, sens:0.116, spec:0.920, ppv:0.323, acc:0.723, f1:0.171, total+:31, total-:319
@threshold:0.263, sens:0.128, spec:0.898, ppv:0.289, acc:0.709, f1:0.177, total+:38, total-:312
@threshold:0.254, sens:0.140, spec:0.894, ppv:0.300, acc:0.709, f1:0.190, total+:40, total-:310
@threshold:0.246, sens:0.151, spec:0.886, ppv:0.302, acc:0.706, f1:0.202, total+:43, total-:307
@threshold:0.242, sens:0.151, spec:0.883, ppv:0.295, acc:0.703, f1:0.200, total+:44, total-:306
@threshold:0.240, sens:0.163, spec:0.879, ppv:0.304, acc:0.703, f1:0.212, total+:46, total-:304
@threshold:0.239, sens:0.163, spec:0.875, ppv:0.298, acc:0.700, f1:0.211, total+:47, total-:303
@threshold:0.239, sens:0.174, spec:0.875, ppv:0.312, acc:0.703, f1:0.224, total+:48, total-:302
@threshold:0.237, sens:0.174, spec:0.871, ppv:0.306, acc:0.700, f1:0.222, total+:49, total-:301
@threshold:0.235, sens:0.186, spec:0.867, ppv:0.314, acc:0.700, f1:0.234, total+:51, total-:299
@threshold:0.233, sens:0.186, spec:0.864, ppv:0.308, acc:0.697, f1:0.232, total+:52, total-:298
@threshold:0.227, sens:0.198, spec:0.860, ppv:0.315, acc:0.697, f1:0.243, total+:54, total-:296
@threshold:0.224, sens:0.198, spec:0.856, ppv:0.309, acc:0.694, f1:0.241, total+:55, total-:295
@threshold:0.214, sens:0.209, spec:0.852, ppv:0.316, acc:0.694, f1:0.252, total+:57, total-:293
@threshold:0.212, sens:0.209, spec:0.848, ppv:0.310, acc:0.691, f1:0.250, total+:58, total-:292
@threshold:0.182, sens:0.221, spec:0.830, ppv:0.297, acc:0.680, f1:0.253, total+:64, total-:286
@threshold:0.175, sens:0.221, spec:0.826, ppv:0.292, acc:0.677, f1:0.252, total+:65, total-:285
@threshold:0.165, sens:0.233, spec:0.807, ppv:0.282, acc:0.666, f1:0.255, total+:71, total-:279
@threshold:0.164, sens:0.233, spec:0.803, ppv:0.278, acc:0.663, f1:0.253, total+:72, total-:278
@threshold:0.134, sens:0.244, spec:0.758, ppv:0.247, acc:0.631, f1:0.246, total+:85, total-:265
@threshold:0.134, sens:0.244, spec:0.754, ppv:0.244, acc:0.629, f1:0.244, total+:86, total-:264
@threshold:0.130, sens:0.256, spec:0.746, ppv:0.247, acc:0.626, f1:0.251, total+:89, total-:261
@threshold:0.124, sens:0.256, spec:0.742, ppv:0.244, acc:0.623, f1:0.250, total+:90, total-:260
@threshold:0.112, sens:0.267, spec:0.723, ppv:0.240, acc:0.611, f1:0.253, total+:96, total-:254
@threshold:0.110, sens:0.267, spec:0.720, ppv:0.237, acc:0.609, f1:0.251, total+:97, total-:253
@threshold:0.109, sens:0.279, spec:0.720, ppv:0.245, acc:0.611, f1:0.261, total+:98, total-:252
@threshold:0.109, sens:0.279, spec:0.716, ppv:0.242, acc:0.609, f1:0.259, total+:99, total-:251
@threshold:0.102, sens:0.291, spec:0.705, ppv:0.243, acc:0.603, f1:0.265, total+:103, total-:247
@threshold:0.097, sens:0.291, spec:0.701, ppv:0.240, acc:0.600, f1:0.263, total+:104, total-:246
@threshold:0.095, sens:0.302, spec:0.697, ppv:0.245, acc:0.600, f1:0.271, total+:106, total-:244
@threshold:0.092, sens:0.314, spec:0.693, ppv:0.250, acc:0.600, f1:0.278, total+:108, total-:242
@threshold:0.085, sens:0.326, spec:0.682, ppv:0.250, acc:0.594, f1:0.283, total+:112, total-:238
@threshold:0.080, sens:0.337, spec:0.678, ppv:0.254, acc:0.594, f1:0.290, total+:114, total-:236
@threshold:0.067, sens:0.349, spec:0.648, ppv:0.244, acc:0.574, f1:0.287, total+:123, total-:227
@threshold:0.064, sens:0.349, spec:0.644, ppv:0.242, acc:0.571, f1:0.286, total+:124, total-:226
@threshold:0.059, sens:0.360, spec:0.640, ppv:0.246, acc:0.571, f1:0.292, total+:126, total-:224
@threshold:0.056, sens:0.360, spec:0.636, ppv:0.244, acc:0.569, f1:0.291, total+:127, total-:223
@threshold:0.055, sens:0.372, spec:0.636, ppv:0.250, acc:0.571, f1:0.299, total+:128, total-:222
@threshold:0.053, sens:0.384, spec:0.633, ppv:0.254, acc:0.571, f1:0.306, total+:130, total-:220
@threshold:0.049, sens:0.395, spec:0.621, ppv:0.254, acc:0.566, f1:0.309, total+:134, total-:216
@threshold:0.045, sens:0.395, spec:0.617, ppv:0.252, acc:0.563, f1:0.308, total+:135, total-:215
@threshold:0.038, sens:0.407, spec:0.606, ppv:0.252, acc:0.557, f1:0.311, total+:139, total-:211
@threshold:0.032, sens:0.419, spec:0.602, ppv:0.255, acc:0.557, f1:0.317, total+:141, total-:209
@threshold:0.030, sens:0.430, spec:0.598, ppv:0.259, acc:0.557, f1:0.323, total+:143, total-:207
@threshold:0.028, sens:0.430, spec:0.595, ppv:0.257, acc:0.554, f1:0.322, total+:144, total-:206
@threshold:0.015, sens:0.442, spec:0.576, ppv:0.253, acc:0.543, f1:0.322, total+:150, total-:200
@threshold:0.009, sens:0.453, spec:0.572, ppv:0.257, acc:0.543, f1:0.328, total+:152, total-:198
@threshold:0.007, sens:0.465, spec:0.572, ppv:0.261, acc:0.546, f1:0.335, total+:153, total-:197
@threshold:0.006, sens:0.465, spec:0.568, ppv:0.260, acc:0.543, f1:0.333, total+:154, total-:196
@threshold:-0.003, sens:0.477, spec:0.561, ppv:0.261, acc:0.540, f1:0.337, total+:157, total-:193
@threshold:-0.013, sens:0.488, spec:0.557, ppv:0.264, acc:0.540, f1:0.343, total+:159, total-:191
@threshold:-0.013, sens:0.500, spec:0.557, ppv:0.269, acc:0.543, f1:0.350, total+:160, total-:190
@threshold:-0.013, sens:0.500, spec:0.553, ppv:0.267, acc:0.540, f1:0.348, total+:161, total-:189
@threshold:-0.013, sens:0.512, spec:0.553, ppv:0.272, acc:0.543, f1:0.355, total+:162, total-:188
@threshold:-0.014, sens:0.512, spec:0.549, ppv:0.270, acc:0.540, f1:0.353, total+:163, total-:187
@threshold:-0.019, sens:0.523, spec:0.545, ppv:0.273, acc:0.540, f1:0.359, total+:165, total-:185
@threshold:-0.022, sens:0.523, spec:0.542, ppv:0.271, acc:0.537, f1:0.357, total+:166, total-:184
@threshold:-0.029, sens:0.535, spec:0.523, ppv:0.267, acc:0.526, f1:0.357, total+:172, total-:178
@threshold:-0.033, sens:0.535, spec:0.519, ppv:0.266, acc:0.523, f1:0.355, total+:173, total-:177
@threshold:-0.039, sens:0.547, spec:0.511, ppv:0.267, acc:0.520, f1:0.359, total+:176, total-:174
@threshold:-0.041, sens:0.558, spec:0.508, ppv:0.270, acc:0.520, f1:0.364, total+:178, total-:172
@threshold:-0.048, sens:0.570, spec:0.492, ppv:0.268, acc:0.511, f1:0.364, total+:183, total-:167
@threshold:-0.049, sens:0.581, spec:0.489, ppv:0.270, acc:0.511, f1:0.369, total+:185, total-:165
@threshold:-0.054, sens:0.593, spec:0.473, ppv:0.268, acc:0.503, f1:0.370, total+:190, total-:160
@threshold:-0.056, sens:0.593, spec:0.470, ppv:0.267, acc:0.500, f1:0.368, total+:191, total-:159
@threshold:-0.067, sens:0.605, spec:0.455, ppv:0.265, acc:0.491, f1:0.369, total+:196, total-:154
@threshold:-0.069, sens:0.605, spec:0.451, ppv:0.264, acc:0.489, f1:0.367, total+:197, total-:153
@threshold:-0.075, sens:0.616, spec:0.436, ppv:0.262, acc:0.480, f1:0.368, total+:202, total-:148
@threshold:-0.076, sens:0.616, spec:0.432, ppv:0.261, acc:0.477, f1:0.367, total+:203, total-:147
@threshold:-0.081, sens:0.628, spec:0.424, ppv:0.262, acc:0.474, f1:0.370, total+:206, total-:144
@threshold:-0.082, sens:0.628, spec:0.420, ppv:0.261, acc:0.471, f1:0.369, total+:207, total-:143
@threshold:-0.086, sens:0.640, spec:0.417, ppv:0.263, acc:0.471, f1:0.373, total+:209, total-:141
@threshold:-0.089, sens:0.640, spec:0.413, ppv:0.262, acc:0.469, f1:0.372, total+:210, total-:140
@threshold:-0.091, sens:0.651, spec:0.409, ppv:0.264, acc:0.469, f1:0.376, total+:212, total-:138
@threshold:-0.091, sens:0.651, spec:0.405, ppv:0.263, acc:0.466, f1:0.375, total+:213, total-:137
@threshold:-0.109, sens:0.663, spec:0.386, ppv:0.260, acc:0.454, f1:0.374, total+:219, total-:131
@threshold:-0.111, sens:0.663, spec:0.383, ppv:0.259, acc:0.451, f1:0.373, total+:220, total-:130
@threshold:-0.117, sens:0.674, spec:0.375, ppv:0.260, acc:0.449, f1:0.375, total+:223, total-:127
@threshold:-0.119, sens:0.674, spec:0.371, ppv:0.259, acc:0.446, f1:0.374, total+:224, total-:126
@threshold:-0.131, sens:0.686, spec:0.333, ppv:0.251, acc:0.420, f1:0.368, total+:235, total-:115
@threshold:-0.132, sens:0.686, spec:0.330, ppv:0.250, acc:0.417, f1:0.366, total+:236, total-:114
@threshold:-0.133, sens:0.698, spec:0.330, ppv:0.253, acc:0.420, f1:0.372, total+:237, total-:113
@threshold:-0.133, sens:0.698, spec:0.326, ppv:0.252, acc:0.417, f1:0.370, total+:238, total-:112
@threshold:-0.136, sens:0.709, spec:0.322, ppv:0.254, acc:0.417, f1:0.374, total+:240, total-:110
@threshold:-0.140, sens:0.709, spec:0.318, ppv:0.253, acc:0.414, f1:0.373, total+:241, total-:109
@threshold:-0.151, sens:0.721, spec:0.292, ppv:0.249, acc:0.397, f1:0.370, total+:249, total-:101
@threshold:-0.156, sens:0.721, spec:0.288, ppv:0.248, acc:0.394, f1:0.369, total+:250, total-:100
@threshold:-0.174, sens:0.733, spec:0.250, ppv:0.241, acc:0.369, f1:0.363, total+:261, total-:89
@threshold:-0.178, sens:0.744, spec:0.246, ppv:0.243, acc:0.369, f1:0.367, total+:263, total-:87
@threshold:-0.187, sens:0.756, spec:0.235, ppv:0.243, acc:0.363, f1:0.368, total+:267, total-:83
@threshold:-0.188, sens:0.756, spec:0.231, ppv:0.243, acc:0.360, f1:0.367, total+:268, total-:82
@threshold:-0.196, sens:0.767, spec:0.227, ppv:0.244, acc:0.360, f1:0.371, total+:270, total-:80
@threshold:-0.196, sens:0.767, spec:0.223, ppv:0.244, acc:0.357, f1:0.370, total+:271, total-:79
@threshold:-0.197, sens:0.779, spec:0.223, ppv:0.246, acc:0.360, f1:0.374, total+:272, total-:78
@threshold:-0.202, sens:0.779, spec:0.220, ppv:0.245, acc:0.357, f1:0.373, total+:273, total-:77
@threshold:-0.203, sens:0.791, spec:0.220, ppv:0.248, acc:0.360, f1:0.378, total+:274, total-:76
@threshold:-0.203, sens:0.791, spec:0.216, ppv:0.247, acc:0.357, f1:0.377, total+:275, total-:75
@threshold:-0.236, sens:0.802, spec:0.178, ppv:0.241, acc:0.331, f1:0.371, total+:286, total-:64
@threshold:-0.238, sens:0.802, spec:0.174, ppv:0.240, acc:0.329, f1:0.370, total+:287, total-:63
@threshold:-0.248, sens:0.814, spec:0.163, ppv:0.241, acc:0.323, f1:0.371, total+:291, total-:59
@threshold:-0.256, sens:0.837, spec:0.159, ppv:0.245, acc:0.326, f1:0.379, total+:294, total-:56
@threshold:-0.257, sens:0.849, spec:0.159, ppv:0.247, acc:0.329, f1:0.383, total+:295, total-:55
@threshold:-0.257, sens:0.849, spec:0.155, ppv:0.247, acc:0.326, f1:0.382, total+:296, total-:54
@threshold:-0.260, sens:0.860, spec:0.148, ppv:0.247, acc:0.323, f1:0.384, total+:299, total-:51
@threshold:-0.270, sens:0.884, spec:0.144, ppv:0.252, acc:0.326, f1:0.392, total+:302, total-:48
@threshold:-0.278, sens:0.895, spec:0.140, ppv:0.253, acc:0.326, f1:0.395, total+:304, total-:46
@threshold:-0.282, sens:0.895, spec:0.136, ppv:0.252, acc:0.323, f1:0.394, total+:305, total-:45
@threshold:-0.283, sens:0.907, spec:0.133, ppv:0.254, acc:0.323, f1:0.397, total+:307, total-:43
@threshold:-0.284, sens:0.907, spec:0.129, ppv:0.253, acc:0.320, f1:0.396, total+:308, total-:42
@threshold:-0.284, sens:0.919, spec:0.129, ppv:0.256, acc:0.323, f1:0.400, total+:309, total-:41
@threshold:-0.284, sens:0.919, spec:0.125, ppv:0.255, acc:0.320, f1:0.399, total+:310, total-:40
@threshold:-0.318, sens:0.930, spec:0.091, ppv:0.250, acc:0.297, f1:0.394, total+:320, total-:30
@threshold:-0.324, sens:0.930, spec:0.087, ppv:0.249, acc:0.294, f1:0.393, total+:321, total-:29
@threshold:-0.360, sens:0.942, spec:0.068, ppv:0.248, acc:0.283, f1:0.392, total+:327, total-:23
@threshold:-0.384, sens:0.953, spec:0.064, ppv:0.249, acc:0.283, f1:0.395, total+:329, total-:21
@threshold:-0.473, sens:0.965, spec:0.030, ppv:0.245, acc:0.260, f1:0.391, total+:339, total-:11
@threshold:-0.480, sens:0.977, spec:0.027, ppv:0.246, acc:0.260, f1:0.393, total+:341, total-:9
@threshold:-0.512, sens:0.988, spec:0.019, ppv:0.247, acc:0.257, f1:0.395, total+:344, total-:6
@threshold:-0.527, sens:0.988, spec:0.015, ppv:0.246, acc:0.254, f1:0.394, total+:345, total-:5
@threshold:-0.570, sens:1.000, spec:0.004, ppv:0.246, acc:0.249, f1:0.395, total+:349, total-:1
* Vital: Ht-gain1to5 | coef 0.029 95% CI: [0.009 , 0.049] | OR_adj 1.029 [1.009 1.050] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.428
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-gain3to7 | coef 0.027 95% CI: [0.013 , 0.041] | OR_adj 1.027 [1.013 1.042] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg10to13 | coef 0.026 95% CI: [0.013 , 0.038] | OR_adj 1.026 [1.014 1.038] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-latest | coef 0.024 95% CI: [0.013 , 0.036] | OR_adj 1.025 [1.013 1.037] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Number of Visits | coef 0.020 95% CI: [0.009 , 0.031] | OR_adj 1.020 [1.009 1.032] | occ: 1743 | OR_unadj: 1.107 [0.879 1.394] | indivs AUC:0.553
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain3to7 | coef 0.020 95% CI: [0.007 , 0.032] | OR_adj 1.020 [1.007 1.033] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.557
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain1to5 | coef 0.018 95% CI: [0.009 , 0.026] | OR_adj 1.018 [1.009 1.026] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.454
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-latest | coef 0.017 95% CI: [0.011 , 0.022] | OR_adj 1.017 [1.011 1.023] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-latest | coef 0.016 95% CI: [0.006 , 0.027] | OR_adj 1.016 [1.006 1.027] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
MatDeliveryAge | coef 0.016 95% CI: [0.010 , 0.022] | OR_adj 1.016 [1.010 1.022] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.549
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg19to24 | coef 0.016 95% CI: [0.000 , 0.031] | OR_adj 1.016 [1.000 1.031] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.561
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain16to24 | coef 0.016 95% CI: [0.010 , 0.021] | OR_adj 1.016 [1.010 1.021] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg5to7 | coef 0.015 95% CI: [0.008 , 0.022] | OR_adj 1.015 [1.008 1.022] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain16to24 | coef 0.015 95% CI: [0.008 , 0.022] | OR_adj 1.015 [1.009 1.022] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.537
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain3to7 | coef 0.015 95% CI: [0.001 , 0.029] | OR_adj 1.015 [1.001 1.030] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.015 95% CI: [0.001 , 0.029] | OR_adj 1.015 [1.001 1.030] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs155:Other GI dx:0.133
Diagnosis:9ccs52:Nutrit defic:0.130
Number of Visits:0.121
Diagnosis:9ccs232:Sprain:0.106
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.093
Diagnosis:9ccs239:Superfic inj:0.093
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs200:Oth skin dx:0.087
* Vital: HC-gain0to24 | coef 0.015 95% CI: [-0.002 , 0.032] | OR_adj 1.015 [0.998 1.032] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.561
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain0to3 | coef 0.015 95% CI: [0.009 , 0.020] | OR_adj 1.015 [1.010 1.020] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg19to24 | coef 0.014 95% CI: [0.009 , 0.019] | OR_adj 1.014 [1.009 1.019] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.475
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg13to16 | coef 0.014 95% CI: [0.007 , 0.021] | OR_adj 1.014 [1.007 1.021] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain13to19 | coef 0.014 95% CI: [0.005 , 0.023] | OR_adj 1.014 [1.005 1.023] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.538
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain10to16 | coef 0.014 95% CI: [0.007 , 0.021] | OR_adj 1.014 [1.007 1.021] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg16to19 | coef 0.013 95% CI: [0.006 , 0.020] | OR_adj 1.013 [1.006 1.020] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-avg16to19 | coef 0.013 95% CI: [0.002 , 0.023] | OR_adj 1.013 [1.002 1.023] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain5to10 | coef 0.012 95% CI: [0.006 , 0.018] | OR_adj 1.012 [1.006 1.018] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg5to7 | coef 0.012 95% CI: [0.003 , 0.021] | OR_adj 1.012 [1.003 1.021] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.568
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-latest | coef 0.012 95% CI: [0.007 , 0.016] | OR_adj 1.012 [1.007 1.017] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg0to1 | coef 0.012 95% CI: [0.007 , 0.016] | OR_adj 1.012 [1.007 1.016] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.541
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg10to13 | coef 0.011 95% CI: [0.007 , 0.016] | OR_adj 1.012 [1.007 1.016] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg0to1 | coef 0.011 95% CI: [0.008 , 0.015] | OR_adj 1.011 [1.008 1.015] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.571
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg3to5 | coef 0.011 95% CI: [0.005 , 0.017] | OR_adj 1.011 [1.005 1.017] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg0to1 | coef 0.011 95% CI: [0.008 , 0.014] | OR_adj 1.011 [1.008 1.014] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.539
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg1to3 | coef 0.011 95% CI: [0.008 , 0.014] | OR_adj 1.011 [1.008 1.014] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain0to3 | coef 0.011 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.012] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain7to13 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain13to19 | coef 0.010 95% CI: [0.001 , 0.019] | OR_adj 1.010 [1.001 1.019] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg7to10 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.013] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg19to24 | coef 0.010 95% CI: [0.006 , 0.014] | OR_adj 1.010 [1.006 1.014] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-gain0to24 | coef 0.010 95% CI: [0.005 , 0.015] | OR_adj 1.010 [1.005 1.015] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs94:Other ear dx | coef 0.010 95% CI: [-0.006 , 0.025] | OR_adj 1.010 [0.994 1.025] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.205
Diagnosis:9ccs113:Late eff CVD:0.198
Number of Visits:0.175
Diagnosis:9ccs92:Otitis media:0.119
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.104
Diagnosis:9ccs126:Ot up rsp in:0.101
Diagnosis:9ccs95:Oth nerv dx:0.101
Maternal Procedure History:45300-postPregnancy:0.089
Diagnosis:9ccs127:COPD:0.084
Vital: Ht-gain5to10 | coef 0.010 95% CI: [0.006 , 0.013] | OR_adj 1.010 [1.006 1.013] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg10to13 | coef 0.009 95% CI: [0.006 , 0.012] | OR_adj 1.009 [1.006 1.012] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg1to3 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.556
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-latest | coef 0.009 95% CI: [0.004 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.568
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs137:Mouth dx | coef 0.008 95% CI: [-0.002 , 0.019] | OR_adj 1.009 [0.998 1.019] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs258:Other screen:0.165
Diagnosis:9ccs200:Oth skin dx:0.105
Diagnosis:9ccs197:Skin infectn:0.104
Diagnosis:9ccs188:Pelvic obstr:0.103
Maternal Diagnosis:9ccs180:Ectopic preg:0.103
Diagnosis:9ccs115:Aneurysm:0.103
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.103
Newborn Diagnosis:9ccs134:Ot uppr resp:0.103
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.103
* Vital: HC-avg1to3 | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.011] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.584
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg16to19 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain10to16 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg7to10 | coef 0.008 95% CI: [0.002 , 0.014] | OR_adj 1.008 [1.002 1.014] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.568
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg5to7 | coef 0.008 95% CI: [0.004 , 0.011] | OR_adj 1.008 [1.004 1.011] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.008 95% CI: [0.002 , 0.013] | OR_adj 1.008 [1.002 1.013] | occ: 1123 | OR_unadj: 1.089 [0.854 1.390] | indivs AUC:0.459
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg13to16 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.009] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-postPregnancy | coef 0.007 95% CI: [0.001 , 0.014] | OR_adj 1.007 [1.001 1.014] | occ: 482 | OR_unadj: 0.662 [0.460 0.953] | indivs AUC:0.441
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.007 95% CI: [0.002 , 0.012] | OR_adj 1.007 [1.002 1.012] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.457
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg3to5 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.456
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg3to5 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-postPregnancy | coef 0.007 95% CI: [-0.002 , 0.016] | OR_adj 1.007 [0.998 1.016] | occ: 242 | OR_unadj: 1.074 [0.524 2.198] | indivs AUC:0.460
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain16to24 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain7to13 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-gain7to13 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg16to19 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.006 95% CI: [-0.001 , 0.013] | OR_adj 1.006 [0.999 1.013] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.455
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain13to19 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.008] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg7to10 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.006 95% CI: [-0.000 , 0.012] | OR_adj 1.006 [1.000 1.012] | occ: 1123 | OR_unadj: 1.121 [0.884 1.421] | indivs AUC:0.454
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-gain0to24 | coef 0.006 95% CI: [0.002 , 0.009] | OR_adj 1.006 [1.002 1.009] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.455
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.006 95% CI: [-0.003 , 0.015] | OR_adj 1.006 [0.997 1.015] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain1to5 | coef 0.005 95% CI: [-0.003 , 0.014] | OR_adj 1.005 [0.997 1.014] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.455
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1129 | OR_unadj: 1.187 [0.933 1.510] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg19to24 | coef 0.005 95% CI: [0.001 , 0.009] | OR_adj 1.005 [1.001 1.009] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.471
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg13to16 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.539
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.004 95% CI: [0.001 , 0.008] | OR_adj 1.004 [1.001 1.008] | occ: 1123 | OR_unadj: 1.201 [0.943 1.530] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.538
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-avg19to24 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.543
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg10to13 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg7to10 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HR-avg5to7 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1129 | OR_unadj: 1.101 [0.860 1.408] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg13to16 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.432
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg3to5 | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.537
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg16to19 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain5to10 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1126 | OR_unadj: 1.150 [0.895 1.477] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain10to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.457
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs253:Allergy | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs200:Oth skin dx:0.229
Diagnosis:9ccs126:Ot up rsp in:0.198
Diagnosis:9ccs255:Social admin:0.198
Diagnosis:9ccs10:Immuniz/scrn:0.198
Diagnosis:9ccs198:Ot infl skin:0.187
Number of Visits:0.186
Diagnosis:9ccs155:Other GI dx:0.183
Diagnosis:9ccs7:Viral infect:0.174
Diagnosis:9ccs257:Ot aftercare:0.174
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.548
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-postPregnancy | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 581 | OR_unadj: 0.781 [0.558 1.093] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.545
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-otherPregnancy | coef 0.003 95% CI: [-0.001 , 0.006] | OR_adj 1.003 [0.999 1.006] | occ: 261 | OR_unadj: 0.765 [0.475 1.231] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.549
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg13to16 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs257:Ot aftercare | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Diagnosis:9ccs125:Bronchitis:0.288
Diagnosis:9ccs126:Ot up rsp in:0.279
Diagnosis:9ccs92:Otitis media:0.273
Number of Visits:0.226
Diagnosis:9ccs7:Viral infect:0.225
Diagnosis:9ccs10:Immuniz/scrn:0.212
Diagnosis:9ccs255:Social admin:0.197
Diagnosis:9ccs128:Asthma:0.189
Diagnosis:9ccs122:Pneumonia:0.182
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.551
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs200:Oth skin dx | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.229
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs239:Superfic inj:0.169
Diagnosis:9ccs155:Other GI dx:0.168
Number of Visits:0.163
Diagnosis:9ccs198:Ot infl skin:0.160
Diagnosis:9ccs126:Ot up rsp in:0.151
Diagnosis:9ccs10:Immuniz/scrn:0.148
Diagnosis:9ccs133:Oth low resp:0.147
Diagnosis:9ccs92:Otitis media | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.558
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.369
Number of Visits:0.277
Diagnosis:9ccs257:Ot aftercare:0.273
Diagnosis:9ccs128:Asthma:0.232
Diagnosis:9ccs125:Bronchitis:0.230
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs90:Eye infectn:0.204
Diagnosis:9ccs10:Immuniz/scrn:0.200
* Diagnosis:9ccs128:Asthma | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs122:Pneumonia:0.304
Diagnosis:9ccs125:Bronchitis:0.246
Diagnosis:9ccs92:Otitis media:0.232
Diagnosis:9ccs257:Ot aftercare:0.189
Number of Visits:0.187
Diagnosis:9ccs133:Oth low resp:0.170
Diagnosis:9ccs127:COPD:0.160
Diagnosis:9ccs126:Ot up rsp in:0.156
Diagnosis:9ccs7:Viral infect:0.137
Vital: HR-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 489 | OR_unadj: 0.990 [0.709 1.381] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.448
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1129 | OR_unadj: 0.967 [0.745 1.256] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1123 | OR_unadj: 0.979 [0.754 1.271] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs7:Viral infect | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.442
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Diagnosis:9ccs126:Ot up rsp in:0.270
Number of Visits:0.267
Diagnosis:9ccs10:Immuniz/scrn:0.243
Diagnosis:9ccs257:Ot aftercare:0.225
Diagnosis:9ccs125:Bronchitis:0.219
Diagnosis:9ccs92:Otitis media:0.216
Diagnosis:9ccs200:Oth skin dx:0.216
Diagnosis:9ccs155:Other GI dx:0.202
Diagnosis:9ccs255:Social admin:0.189
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1129 | OR_unadj: 0.852 [0.649 1.119] | indivs AUC:0.452
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.537
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.472
Diagnosis:9ccs126:Ot up rsp in:0.309
Diagnosis:9ccs7:Viral infect:0.243
Diagnosis:9ccs257:Ot aftercare:0.212
Diagnosis:9ccs92:Otitis media:0.200
Diagnosis:9ccs253:Allergy:0.198
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.161
Diagnosis:9ccs90:Eye infectn:0.151
Vital: Ht Percentile-avg1to3 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.234
Diagnosis:9ccs126:Ot up rsp in:0.182
Diagnosis:9ccs257:Ot aftercare:0.171
Diagnosis:9ccs7:Viral infect:0.168
Diagnosis:9ccs125:Bronchitis:0.167
Diagnosis:9ccs92:Otitis media:0.154
Diagnosis:9ccs10:Immuniz/scrn:0.145
Diagnosis:9ccs255:Social admin:0.136
Diagnosis:9ccs155:Other GI dx:0.131
Diagnosis:9ccs133:Oth low resp | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Number of Visits:0.195
Diagnosis:9ccs256:Exam/eval:0.184
Diagnosis:9ccs155:Other GI dx:0.172
Diagnosis:9ccs128:Asthma:0.170
Diagnosis:9ccs154:Gastroent:0.166
Diagnosis:9ccs253:Allergy:0.164
Diagnosis:9ccs126:Ot up rsp in:0.155
Diagnosis:9ccs127:COPD:0.155
Diagnosis:9ccs7:Viral infect:0.149
Diagnosis:9ccs4:Mycoses | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs200:Oth skin dx:0.133
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs126:Ot up rsp in:0.128
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:0.099
Diagnosis:9ccs7:Viral infect:0.095
Number of Visits:0.091
Diagnosis:9ccs155:Other GI dx:0.087
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.085
Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs126:Ot up rsp in:0.206
Diagnosis:9ccs92:Otitis media:0.204
Diagnosis:9ccs7:Viral infect:0.180
Diagnosis:9ccs125:Bronchitis:0.175
Diagnosis:9ccs91:Other eye dx:0.173
Number of Visits:0.171
Diagnosis:9ccs10:Immuniz/scrn:0.151
Diagnosis:9ccs257:Ot aftercare:0.148
Diagnosis:9ccs155:Other GI dx:0.131
Vital: HR-avg0to1 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg1to3 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg0to1 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.470
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.181
Newborn Diagnosis:9ccs222:Perint jaund:0.108
Lab:294203 BILIRUBIN TOTAL - LMC:-0.101
Maternal Diagnosis:9ccs253:Allergy:0.089
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077
Maternal Diagnosis:9ccs7:Viral infect:0.075
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: POTASSIUM-otherPregnancy:-0.069
Vital: HR-avg7to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs257:Ot aftercare:0.288
Diagnosis:9ccs126:Ot up rsp in:0.250
Diagnosis:9ccs128:Asthma:0.246
Diagnosis:9ccs92:Otitis media:0.230
Diagnosis:9ccs7:Viral infect:0.219
Diagnosis:9ccs122:Pneumonia:0.187
Number of Visits:0.183
Diagnosis:9ccs90:Eye infectn:0.175
Diagnosis:9ccs135:Intest infct:0.167
Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs143:Abdom hernia:0.100
Maternal Diagnosis:9ccs126:Ot up rsp in:0.089
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.089
Newborn Diagnosis:9ccs252:Fatigue:0.089
Newborn Diagnosis:9ccs204:Ot joint dx:0.089
Diagnosis:9ccs104:Oth heart dx:0.089
Maternal Diagnosis:9ccs167:Breast dx:0.089
Diagnosis:9ccs250:Nausea/vomit:0.084
Maternal Diagnosis:9ccs138:Esophgeal dx:0.083
Vital: BP-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 268 | OR_unadj: 0.904 [0.578 1.413] | indivs AUC:0.538
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain0to3 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.202
Diagnosis:9ccs154:Gastroent:0.191
Diagnosis:9ccs253:Allergy:0.183
Diagnosis:9ccs133:Oth low resp:0.172
Diagnosis:9ccs126:Ot up rsp in:0.171
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs10:Immuniz/scrn:0.146
Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs92:Otitis media:0.369
Diagnosis:9ccs255:Social admin:0.356
Number of Visits:0.332
Diagnosis:9ccs10:Immuniz/scrn:0.309
Diagnosis:9ccs257:Ot aftercare:0.279
Diagnosis:9ccs7:Viral infect:0.270
Diagnosis:9ccs125:Bronchitis:0.250
Diagnosis:9ccs90:Eye infectn:0.206
Diagnosis:9ccs253:Allergy:0.198
Vital: HR-avg3to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.464
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs159:UTI | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.225
Diagnosis:9ccs163:Other GU dx:0.164
Diagnosis:9ccs2:Septicemia:0.129
Diagnosis:9ccs257:Ot aftercare:0.120
Newborn Diagnosis:9ccs162:Ot dx bladdr:0.120
Diagnosis:9ccs66:Alchl-r mntl:0.120
Diagnosis:9ccs142:Appendicitis:0.120
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.120
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.120
Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.184
Diagnosis:9ccs155:Other GI dx:0.140
Diagnosis:9ccs200:Oth skin dx:0.140
Diagnosis:9ccs154:Gastroent:0.138
Diagnosis:9ccs239:Superfic inj:0.127
Diagnosis:9ccs253:Allergy:0.118
Diagnosis:9ccs232:Sprain:0.114
Diagnosis:9ccs258:Other screen:0.102
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.102
Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.187
Diagnosis:9ccs200:Oth skin dx:0.160
Diagnosis:9ccs10:Immuniz/scrn:0.106
Diagnosis:9ccs7:Viral infect:0.101
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs255:Social admin:0.089
Diagnosis:9ccs72:Anxiety dx:0.085
Diagnosis:9ccs92:Otitis media:0.082
Diagnosis:9ccs91:Other eye dx:0.081
Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Diagnosis:9ccs239:Superfic inj:0.115
Diagnosis:9ccs10:Immuniz/scrn:0.108
Number of Visits:0.106
Diagnosis:9ccs253:Allergy:0.105
Diagnosis:9ccs137:Mouth dx:0.104
Diagnosis:9ccs138:Esophgeal dx:0.103
Diagnosis:9ccs200:Oth skin dx:0.103
Diagnosis:9ccs92:Otitis media:0.099
Diagnosis:9ccs7:Viral infect:0.089
Vital: HR-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 244 | OR_unadj: 0.917 [0.577 1.459] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs113:Late eff CVD:0.219
Diagnosis:9ccs94:Other ear dx:0.205
Diagnosis:9ccs95:Oth nerv dx:0.179
Number of Visits:0.130
Diagnosis:9ccs10:Immuniz/scrn:0.122
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.101
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.094
Diagnosis:9ccs70:Schizo/rl dx:0.093
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.091
Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.219
Diagnosis:9ccs94:Other ear dx:0.198
Diagnosis:9ccs75:Hx mental dx:0.127
Number of Visits:0.124
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.107
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.103
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.091
Diagnosis:9ccs126:Ot up rsp in:0.091
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs7:Viral infect:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.105
Number of Visits:0.101
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.095
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.094
Newborn Diagnosis:9ccs218:Liveborn:-0.094
Diagnosis:9ccs155:Other GI dx:0.094
Diagnosis:9ccs109:Acute CVD:0.085
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:0.085
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Diagnosis:9ccs56:Cystic fibro:0.110
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.110
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.110
Maternal Diagnosis:9ccs107:Cardia arrst:0.110
Diagnosis:9ccs109:Acute CVD:0.110
Maternal Diagnosis:9ccs172:Ovarian cyst:0.110
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.108
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.093
Maternal Lab History: GFR in African American-otherPregnancy:-0.092
Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.473
Newborn Diagnosis:9ccs96:Hrt valve dx:0.250
Diagnosis:9ccs117:Ot circul dx:0.228
Newborn Diagnosis:9ccs213:Cardiac anom:0.208
Newborn Diagnosis:9ccs216:Nerv cong an:0.131
Diagnosis:9ccs245:Syncope:0.131
Diagnosis:9ccs244:Other injury:0.101
Maternal Diagnosis:9ccs149:Biliary dx:0.101
Diagnosis:9ccs91:Other eye dx:0.097
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Number of Visits:0.180
Diagnosis:9ccs128:Asthma:0.160
Diagnosis:9ccs133:Oth low resp:0.155
Diagnosis:9ccs122:Pneumonia:0.127
Diagnosis:9ccs2619:e codes: other specified- nec:0.126
Maternal Diagnosis:9ccs212:Ot bone dx:0.126
Diagnosis:9ccs126:Ot up rsp in:0.125
Diagnosis:9ccs125:Bronchitis:0.120
Diagnosis:9ccs258:Other screen:0.103
* Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.304
Diagnosis:9ccs125:Bronchitis:0.187
Diagnosis:9ccs257:Ot aftercare:0.182
Number of Visits:0.177
Diagnosis:9ccs92:Otitis media:0.169
Diagnosis:9ccs126:Ot up rsp in:0.153
Diagnosis:9ccs90:Eye infectn:0.129
Diagnosis:9ccs135:Intest infct:0.128
Diagnosis:9ccs127:COPD:0.127
Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135
Diagnosis:9ccs216:Nerv cong an:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.085
Diagnosis:9ccs255:Social admin:0.076
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.076
Diagnosis:9ccs245:Syncope:0.076
Diagnosis:9ccs137:Mouth dx:0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.074
Diagnosis:9ccs4:Mycoses:0.074
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.242
Diagnosis:9ccs90:Eye infectn:0.173
Diagnosis:9ccs7:Viral infect:0.121
Number of Visits:0.111
Diagnosis:9ccs217:Ot cong anom:0.110
Maternal Diagnosis:9ccs133:Oth low resp:0.108
Diagnosis:9ccs44:Neoplsm unsp:0.108
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100
Diagnosis:9ccs96:Hrt valve dx:0.097
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Diagnosis:9ccs258:Other screen:0.184
Diagnosis:9ccs200:Oth skin dx:0.169
Diagnosis:9ccs7:Viral infect:0.129
Diagnosis:9ccs155:Other GI dx:0.129
Diagnosis:9ccs256:Exam/eval:0.127
Diagnosis:9ccs133:Oth low resp:0.124
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.118
Diagnosis:9ccs197:Skin infectn:0.115
Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs255:Social admin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.472
Diagnosis:9ccs126:Ot up rsp in:0.356
Number of Visits:0.205
Diagnosis:9ccs92:Otitis media:0.205
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs257:Ot aftercare:0.197
Diagnosis:9ccs7:Viral infect:0.189
Diagnosis:9ccs125:Bronchitis:0.138
Diagnosis:9ccs135:Intest infct:0.136
Diagnosis:9ccs165:Inf male gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs165:Inf male gen:1.000
Newborn Diagnosis:9ccs229:Fx arm:0.142
Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.142
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.142
Newborn Diagnosis:9ccs252:Fatigue:0.142
Diagnosis:9ccs9:Sexual Infxs:0.142
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.142
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.142
Maternal Diagnosis:10ccs198:Ot infl skin-postPregnancy:0.142
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.142
Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs166:Oth male gen:1.000
Maternal Procedure History:96372-otherPregnancy:0.104
Diagnosis:9ccs165:Inf male gen:0.102
Maternal Diagnosis:9ccs198:Ot infl skin:0.102
Diagnosis:9ccs142:Appendicitis:0.102
Diagnosis:9ccs230:Fx leg:0.102
Maternal Diagnosis:9ccs215:gu cong anom:0.102
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.102
Newborn Diagnosis:9ccs229:Fx arm:0.102
Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.102
Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.469
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.181
Lab:294203 BILIRUBIN TOTAL - LMC:-0.123
Maternal Lab History: HCG-postPregnancy:0.112
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.101
Diagnosis:9ccs258:Other screen:0.100
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.097
Diagnosis:9ccs243:Poisn nonmed:0.096
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.096
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.522
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:295669 BILIRUBIN DIRECT - LMC:0.374
Diagnosis:9ccs151:Oth liver dx:-0.123
Diagnosis:9ccs245:Syncope:0.115
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.102
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:-0.102
Maternal Lab History: URINE KETONES-otherPregnancy:-0.101
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.101
Diagnosis:9ccs222:Perint jaund:-0.101
Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.152
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:0.116
Diagnosis:9ccs10:Immuniz/scrn:0.110
Maternal Diagnosis:9ccs167:Breast dx:0.103
Maternal Diagnosis:10ccs168:PID-postPregnancy:0.103
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.103
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.103
Maternal Diagnosis:9ccs172:Ovarian cyst:0.103
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.103
Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Number of Visits:0.152
Diagnosis:9ccs124:Tonsillitis:0.127
Diagnosis:9ccs253:Allergy:0.125
Diagnosis:9ccs126:Ot up rsp in:0.124
Diagnosis:9ccs90:Eye infectn:0.115
Diagnosis:9ccs211:Ot conn tiss:0.111
Diagnosis:9ccs133:Oth low resp:0.100
Diagnosis:9ccs127:COPD:0.099
Diagnosis:9ccs91:Other eye dx:0.096
Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.185
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.183
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.150
Maternal Diagnosis:9ccs82:Paralysis:0.106
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.106
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.106
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.106
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.106
Maternal Diagnosis:9ccs215:gu cong anom:0.106
* Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.473
Newborn Diagnosis:9ccs213:Cardiac anom:0.441
Newborn Diagnosis:9ccs96:Hrt valve dx:0.329
Diagnosis:9ccs117:Ot circul dx:0.225
Diagnosis:9ccs105:Conduction:0.132
Maternal Diagnosis:9ccs135:Intest infct:0.132
Newborn Diagnosis:9ccs239:Superfic inj:0.132
Newborn Diagnosis:9ccs97:Carditis:0.132
Newborn Diagnosis:9ccs104:Oth heart dx:0.132
Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.212
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Diagnosis:9ccs2619:e codes: other specified- nec:0.116
Diagnosis:9ccs91:Other eye dx:0.110
Diagnosis:9ccs95:Oth nerv dx:0.107
Maternal Lab History: HERPES II IgG-postPregnancy:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.089
Diagnosis:9ccs257:Ot aftercare:0.089
Diagnosis:9ccs133:Oth low resp:0.085
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.136
Maternal Procedure History:96372-otherPregnancy:0.120
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.119
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.119
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.119
Maternal Diagnosis:9ccs83:Epilepsy/cnv-otherPregnancy:0.119
Diagnosis:9ccs51:Ot endo dsor:0.114
Maternal Procedure History:S9470-postPregnancy:0.113
Lab:323854 CULTURE FECES - Sunrise:0.107
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs138:Esophgeal dx:0.202
Diagnosis:9ccs141:Ot dx stomch:0.179
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.140
Diagnosis:9ccs133:Oth low resp:0.140
Maternal Lab History: HCG-otherPregnancy:0.134
Maternal Lab History: NT MoM-otherPregnancy:0.128
Maternal Lab History: INHMOM-postPregnancy:0.127
Diagnosis:9ccs155:Other GI dx:0.125
Diagnosis:9ccs257:Ot aftercare:0.111
Vital: Temp-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.936 [0.502 1.744] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.148
Maternal Diagnosis:9ccs215:gu cong anom:0.130
Diagnosis:9ccs120:Hemmorhoids:0.130
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.130
Diagnosis:9ccs188:Pelvic obstr:0.130
Maternal Diagnosis:9ccs245:Syncope:0.130
Diagnosis:9ccs134:Ot uppr resp:0.127
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.120
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.115
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.497
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Lab:294203 BILIRUBIN TOTAL - LMC:0.374
Maternal Lab History: NTQR-LOCATION ID-postPregnancy:0.239
Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.188
Maternal Diagnosis:9ccs95:Oth nerv dx:-0.133
Diagnosis:9ccs62:Coag/hemr dx:-0.113
Newborn Diagnosis:9ccs216:Nerv cong an:-0.109
Maternal Procedure History:92551-postPregnancy:-0.098
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.096
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.092
* Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Diagnosis:9ccs250:Nausea/vomit:0.202
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.159
Diagnosis:9ccs133:Oth low resp:0.145
Maternal Lab History: INHMOM-otherPregnancy:0.126
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Lab History: INHMOM-postPregnancy:0.122
Diagnosis:9ccs155:Other GI dx:0.121
Maternal Procedure History:90656-postPregnancy:0.118
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Vital : 0.752877254804
Number of Visits : 0.0200064218202
MatDeliveryAge : 0.0156673051136
Diagnosis : 0.0643328770812
Census : 0.136240565606
Newborn Diagnosis : 0.0107984777811
Lab : 7.70977941136e-05
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_index_no_min_no_wt_bmi
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_results_no_min_no_wt_bmi
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_models_no_min_no_wt_bmi.pkl
-----------------------------------------------------
boys no_min no_wt_bmi gradientboost
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.731, R^2 test: -0.024
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: -0.013
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: -0.015
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.936, Explained Variance Score Train: 0.713
AUC Validation: 0.523, Explained Variance Score Validation: -0.066
AUC Test: 0.576, Explained Variance Score Test: 0.040
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: -0.048
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.815, R^2 test: -0.037
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: -0.070
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.987, Explained Variance Score Train: 0.718
AUC Validation: 0.521, Explained Variance Score Validation: -0.037
AUC Test: 0.583, Explained Variance Score Test: -0.008
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.656, R^2 test: -0.081
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: -0.063
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: -0.082
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.968, Explained Variance Score Train: 0.735
AUC Validation: 0.581, Explained Variance Score Validation: 0.004
AUC Test: 0.507, Explained Variance Score Test: 0.005
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.610, R^2 test: -0.064
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.670, R^2 test: -0.021
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.771, R^2 test: -0.007
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.968, Explained Variance Score Train: 0.703
AUC Validation: 0.364, Explained Variance Score Validation: -0.095
AUC Test: 0.586, Explained Variance Score Test: 0.012
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.580, R^2 test: 0.003
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.618, R^2 test: -0.031
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.652, R^2 test: 0.005
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.960, Explained Variance Score Train: 0.526
AUC Validation: 0.475, Explained Variance Score Validation: -0.041
AUC Test: 0.567, Explained Variance Score Test: 0.007
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.682, R^2 test: -0.041
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: -0.036
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: -0.029
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.994, Explained Variance Score Train: 0.871
AUC Validation: 0.628, Explained Variance Score Validation: -0.053
AUC Test: 0.568, Explained Variance Score Test: -0.034
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.670, R^2 test: 0.023
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: 0.037
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: -0.014
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.992, Explained Variance Score Train: 0.761
AUC Validation: 0.539, Explained Variance Score Validation: 0.007
AUC Test: 0.607, Explained Variance Score Test: 0.054
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.671, R^2 test: 0.028
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: -0.010
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: 0.045
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.973, Explained Variance Score Train: 0.730
AUC Validation: 0.631, Explained Variance Score Validation: -0.032
AUC Test: 0.596, Explained Variance Score Test: 0.047
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.598, R^2 test: 0.002
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.659, R^2 test: 0.015
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.745, R^2 test: -0.002
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.989, Explained Variance Score Train: 0.689
AUC Validation: 0.499, Explained Variance Score Validation: -0.233
AUC Test: 0.666, Explained Variance Score Test: 0.066
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.722, R^2 test: -0.032
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.748, R^2 test: -0.039
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.780, R^2 test: -0.008
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.997, Explained Variance Score Train: 0.832
AUC Validation: 0.473, Explained Variance Score Validation: -0.086
AUC Test: 0.588, Explained Variance Score Test: 0.013
total variables 1889 and total subjects: 1751
->AUC validation: 0.524 95% CI: [0.477 , 0.570]
->AUC test: 0.584 95% CI: [0.561 , 0.607]
->Explained Variance (R2) validation: -0.063 95% CI: [-0.103 , -0.023]
->Explained Variance (R2) test: 0.020 95% CI: [0.002 , 0.038]
Test set metrics:
@threshold:1.031, sens:0.000, spec:1.000, ppv:0.000, acc:0.729, f1:0.000, total+:0, total-:350
@threshold:0.910, sens:0.011, spec:1.000, ppv:1.000, acc:0.731, f1:0.021, total+:1, total-:349
@threshold:0.804, sens:0.021, spec:1.000, ppv:1.000, acc:0.734, f1:0.041, total+:2, total-:348
@threshold:0.784, sens:0.021, spec:0.996, ppv:0.667, acc:0.731, f1:0.041, total+:3, total-:347
@threshold:0.773, sens:0.032, spec:0.996, ppv:0.750, acc:0.734, f1:0.061, total+:4, total-:346
@threshold:0.676, sens:0.042, spec:0.992, ppv:0.667, acc:0.734, f1:0.079, total+:6, total-:344
@threshold:0.588, sens:0.053, spec:0.988, ppv:0.625, acc:0.734, f1:0.097, total+:8, total-:342
@threshold:0.554, sens:0.063, spec:0.984, ppv:0.600, acc:0.734, f1:0.114, total+:10, total-:340
@threshold:0.432, sens:0.074, spec:0.969, ppv:0.467, acc:0.726, f1:0.127, total+:15, total-:335
@threshold:0.407, sens:0.074, spec:0.965, ppv:0.438, acc:0.723, f1:0.126, total+:16, total-:334
@threshold:0.406, sens:0.084, spec:0.965, ppv:0.471, acc:0.726, f1:0.143, total+:17, total-:333
@threshold:0.395, sens:0.095, spec:0.961, ppv:0.474, acc:0.726, f1:0.158, total+:19, total-:331
@threshold:0.366, sens:0.105, spec:0.961, ppv:0.500, acc:0.729, f1:0.174, total+:20, total-:330
@threshold:0.360, sens:0.116, spec:0.957, ppv:0.500, acc:0.729, f1:0.188, total+:22, total-:328
@threshold:0.355, sens:0.126, spec:0.957, ppv:0.522, acc:0.731, f1:0.203, total+:23, total-:327
@threshold:0.346, sens:0.137, spec:0.953, ppv:0.520, acc:0.731, f1:0.217, total+:25, total-:325
@threshold:0.343, sens:0.147, spec:0.953, ppv:0.538, acc:0.734, f1:0.231, total+:26, total-:324
@threshold:0.337, sens:0.147, spec:0.949, ppv:0.519, acc:0.731, f1:0.230, total+:27, total-:323
@threshold:0.310, sens:0.158, spec:0.929, ppv:0.455, acc:0.720, f1:0.234, total+:33, total-:317
@threshold:0.310, sens:0.158, spec:0.925, ppv:0.441, acc:0.717, f1:0.233, total+:34, total-:316
@threshold:0.294, sens:0.168, spec:0.906, ppv:0.400, acc:0.706, f1:0.237, total+:40, total-:310
@threshold:0.289, sens:0.168, spec:0.902, ppv:0.390, acc:0.703, f1:0.235, total+:41, total-:309
@threshold:0.265, sens:0.179, spec:0.902, ppv:0.405, acc:0.706, f1:0.248, total+:42, total-:308
@threshold:0.263, sens:0.179, spec:0.898, ppv:0.395, acc:0.703, f1:0.246, total+:43, total-:307
@threshold:0.245, sens:0.189, spec:0.886, ppv:0.383, acc:0.697, f1:0.254, total+:47, total-:303
@threshold:0.236, sens:0.189, spec:0.882, ppv:0.375, acc:0.694, f1:0.252, total+:48, total-:302
@threshold:0.228, sens:0.200, spec:0.878, ppv:0.380, acc:0.694, f1:0.262, total+:50, total-:300
@threshold:0.226, sens:0.200, spec:0.875, ppv:0.373, acc:0.691, f1:0.260, total+:51, total-:299
@threshold:0.226, sens:0.211, spec:0.875, ppv:0.385, acc:0.694, f1:0.272, total+:52, total-:298
@threshold:0.220, sens:0.221, spec:0.871, ppv:0.389, acc:0.694, f1:0.282, total+:54, total-:296
@threshold:0.188, sens:0.232, spec:0.851, ppv:0.367, acc:0.683, f1:0.284, total+:60, total-:290
@threshold:0.187, sens:0.232, spec:0.847, ppv:0.361, acc:0.680, f1:0.282, total+:61, total-:289
@threshold:0.178, sens:0.242, spec:0.843, ppv:0.365, acc:0.680, f1:0.291, total+:63, total-:287
@threshold:0.174, sens:0.242, spec:0.839, ppv:0.359, acc:0.677, f1:0.289, total+:64, total-:286
@threshold:0.168, sens:0.253, spec:0.831, ppv:0.358, acc:0.674, f1:0.296, total+:67, total-:283
@threshold:0.165, sens:0.253, spec:0.827, ppv:0.353, acc:0.671, f1:0.294, total+:68, total-:282
@threshold:0.159, sens:0.263, spec:0.824, ppv:0.357, acc:0.671, f1:0.303, total+:70, total-:280
@threshold:0.157, sens:0.263, spec:0.820, ppv:0.352, acc:0.669, f1:0.301, total+:71, total-:279
@threshold:0.149, sens:0.274, spec:0.812, ppv:0.351, acc:0.666, f1:0.308, total+:74, total-:276
@threshold:0.143, sens:0.305, spec:0.808, ppv:0.372, acc:0.671, f1:0.335, total+:78, total-:272
@threshold:0.138, sens:0.316, spec:0.804, ppv:0.375, acc:0.671, f1:0.343, total+:80, total-:270
@threshold:0.136, sens:0.316, spec:0.800, ppv:0.370, acc:0.669, f1:0.341, total+:81, total-:269
@threshold:0.133, sens:0.326, spec:0.796, ppv:0.373, acc:0.669, f1:0.348, total+:83, total-:267
@threshold:0.130, sens:0.347, spec:0.792, ppv:0.384, acc:0.671, f1:0.365, total+:86, total-:264
@threshold:0.127, sens:0.358, spec:0.792, ppv:0.391, acc:0.674, f1:0.374, total+:87, total-:263
@threshold:0.127, sens:0.358, spec:0.788, ppv:0.386, acc:0.671, f1:0.372, total+:88, total-:262
@threshold:0.126, sens:0.368, spec:0.788, ppv:0.393, acc:0.674, f1:0.380, total+:89, total-:261
@threshold:0.124, sens:0.368, spec:0.784, ppv:0.389, acc:0.671, f1:0.378, total+:90, total-:260
@threshold:0.108, sens:0.379, spec:0.769, ppv:0.379, acc:0.663, f1:0.379, total+:95, total-:255
@threshold:0.102, sens:0.379, spec:0.765, ppv:0.375, acc:0.660, f1:0.377, total+:96, total-:254
@threshold:0.099, sens:0.389, spec:0.761, ppv:0.378, acc:0.660, f1:0.383, total+:98, total-:252
@threshold:0.098, sens:0.389, spec:0.757, ppv:0.374, acc:0.657, f1:0.381, total+:99, total-:251
@threshold:0.096, sens:0.400, spec:0.757, ppv:0.380, acc:0.660, f1:0.390, total+:100, total-:250
@threshold:0.093, sens:0.411, spec:0.753, ppv:0.382, acc:0.660, f1:0.396, total+:102, total-:248
@threshold:0.089, sens:0.421, spec:0.753, ppv:0.388, acc:0.663, f1:0.404, total+:103, total-:247
@threshold:0.087, sens:0.421, spec:0.749, ppv:0.385, acc:0.660, f1:0.402, total+:104, total-:246
@threshold:0.075, sens:0.432, spec:0.741, ppv:0.383, acc:0.657, f1:0.406, total+:107, total-:243
@threshold:0.067, sens:0.432, spec:0.737, ppv:0.380, acc:0.654, f1:0.404, total+:108, total-:242
@threshold:0.053, sens:0.442, spec:0.733, ppv:0.382, acc:0.654, f1:0.410, total+:110, total-:240
@threshold:0.052, sens:0.442, spec:0.729, ppv:0.378, acc:0.651, f1:0.408, total+:111, total-:239
@threshold:0.026, sens:0.453, spec:0.686, ppv:0.350, acc:0.623, f1:0.394, total+:123, total-:227
@threshold:0.025, sens:0.453, spec:0.682, ppv:0.347, acc:0.620, f1:0.393, total+:124, total-:226
@threshold:0.025, sens:0.463, spec:0.682, ppv:0.352, acc:0.623, f1:0.400, total+:125, total-:225
@threshold:0.023, sens:0.463, spec:0.678, ppv:0.349, acc:0.620, f1:0.398, total+:126, total-:224
@threshold:0.021, sens:0.474, spec:0.678, ppv:0.354, acc:0.623, f1:0.405, total+:127, total-:223
@threshold:0.018, sens:0.484, spec:0.675, ppv:0.357, acc:0.623, f1:0.411, total+:129, total-:221
@threshold:0.011, sens:0.495, spec:0.663, ppv:0.353, acc:0.617, f1:0.412, total+:133, total-:217
@threshold:0.006, sens:0.505, spec:0.659, ppv:0.356, acc:0.617, f1:0.417, total+:135, total-:215
@threshold:-0.031, sens:0.516, spec:0.616, ppv:0.333, acc:0.589, f1:0.405, total+:147, total-:203
@threshold:-0.032, sens:0.516, spec:0.612, ppv:0.331, acc:0.586, f1:0.403, total+:148, total-:202
@threshold:-0.036, sens:0.526, spec:0.600, ppv:0.329, acc:0.580, f1:0.405, total+:152, total-:198
@threshold:-0.037, sens:0.526, spec:0.596, ppv:0.327, acc:0.577, f1:0.403, total+:153, total-:197
@threshold:-0.041, sens:0.537, spec:0.592, ppv:0.329, acc:0.577, f1:0.408, total+:155, total-:195
@threshold:-0.045, sens:0.547, spec:0.588, ppv:0.331, acc:0.577, f1:0.413, total+:157, total-:193
@threshold:-0.050, sens:0.558, spec:0.580, ppv:0.331, acc:0.574, f1:0.416, total+:160, total-:190
@threshold:-0.056, sens:0.558, spec:0.576, ppv:0.329, acc:0.571, f1:0.414, total+:161, total-:189
@threshold:-0.056, sens:0.568, spec:0.576, ppv:0.333, acc:0.574, f1:0.420, total+:162, total-:188
@threshold:-0.057, sens:0.568, spec:0.573, ppv:0.331, acc:0.571, f1:0.419, total+:163, total-:187
@threshold:-0.064, sens:0.579, spec:0.565, ppv:0.331, acc:0.569, f1:0.421, total+:166, total-:184
@threshold:-0.065, sens:0.579, spec:0.561, ppv:0.329, acc:0.566, f1:0.420, total+:167, total-:183
@threshold:-0.083, sens:0.589, spec:0.537, ppv:0.322, acc:0.551, f1:0.416, total+:174, total-:176
@threshold:-0.095, sens:0.589, spec:0.533, ppv:0.320, acc:0.549, f1:0.415, total+:175, total-:175
@threshold:-0.098, sens:0.600, spec:0.529, ppv:0.322, acc:0.549, f1:0.419, total+:177, total-:173
@threshold:-0.098, sens:0.600, spec:0.525, ppv:0.320, acc:0.546, f1:0.418, total+:178, total-:172
@threshold:-0.111, sens:0.611, spec:0.510, ppv:0.317, acc:0.537, f1:0.417, total+:183, total-:167
@threshold:-0.111, sens:0.611, spec:0.506, ppv:0.315, acc:0.534, f1:0.416, total+:184, total-:166
@threshold:-0.114, sens:0.621, spec:0.502, ppv:0.317, acc:0.534, f1:0.420, total+:186, total-:164
@threshold:-0.114, sens:0.621, spec:0.498, ppv:0.316, acc:0.531, f1:0.418, total+:187, total-:163
@threshold:-0.127, sens:0.632, spec:0.478, ppv:0.311, acc:0.520, f1:0.417, total+:193, total-:157
@threshold:-0.127, sens:0.632, spec:0.475, ppv:0.309, acc:0.517, f1:0.415, total+:194, total-:156
@threshold:-0.135, sens:0.642, spec:0.459, ppv:0.307, acc:0.509, f1:0.415, total+:199, total-:151
@threshold:-0.135, sens:0.642, spec:0.455, ppv:0.305, acc:0.506, f1:0.414, total+:200, total-:150
@threshold:-0.141, sens:0.653, spec:0.443, ppv:0.304, acc:0.500, f1:0.415, total+:204, total-:146
@threshold:-0.141, sens:0.653, spec:0.439, ppv:0.302, acc:0.497, f1:0.413, total+:205, total-:145
@threshold:-0.143, sens:0.663, spec:0.439, ppv:0.306, acc:0.500, f1:0.419, total+:206, total-:144
@threshold:-0.148, sens:0.674, spec:0.435, ppv:0.308, acc:0.500, f1:0.422, total+:208, total-:142
@threshold:-0.151, sens:0.684, spec:0.431, ppv:0.310, acc:0.500, f1:0.426, total+:210, total-:140
@threshold:-0.154, sens:0.684, spec:0.427, ppv:0.308, acc:0.497, f1:0.425, total+:211, total-:139
@threshold:-0.167, sens:0.695, spec:0.388, ppv:0.297, acc:0.471, f1:0.416, total+:222, total-:128
@threshold:-0.169, sens:0.695, spec:0.384, ppv:0.296, acc:0.469, f1:0.415, total+:223, total-:127
@threshold:-0.174, sens:0.705, spec:0.373, ppv:0.295, acc:0.463, f1:0.416, total+:227, total-:123
@threshold:-0.185, sens:0.726, spec:0.369, ppv:0.300, acc:0.466, f1:0.425, total+:230, total-:120
@threshold:-0.188, sens:0.737, spec:0.361, ppv:0.300, acc:0.463, f1:0.427, total+:233, total-:117
@threshold:-0.190, sens:0.737, spec:0.357, ppv:0.299, acc:0.460, f1:0.426, total+:234, total-:116
@threshold:-0.193, sens:0.747, spec:0.353, ppv:0.301, acc:0.460, f1:0.429, total+:236, total-:114
@threshold:-0.201, sens:0.747, spec:0.349, ppv:0.300, acc:0.457, f1:0.428, total+:237, total-:113
@threshold:-0.202, sens:0.758, spec:0.349, ppv:0.303, acc:0.460, f1:0.432, total+:238, total-:112
@threshold:-0.202, sens:0.758, spec:0.345, ppv:0.301, acc:0.457, f1:0.431, total+:239, total-:111
@threshold:-0.206, sens:0.768, spec:0.345, ppv:0.304, acc:0.460, f1:0.436, total+:240, total-:110
@threshold:-0.213, sens:0.789, spec:0.341, ppv:0.309, acc:0.463, f1:0.444, total+:243, total-:107
@threshold:-0.220, sens:0.800, spec:0.329, ppv:0.308, acc:0.457, f1:0.444, total+:247, total-:103
@threshold:-0.222, sens:0.800, spec:0.325, ppv:0.306, acc:0.454, f1:0.443, total+:248, total-:102
@threshold:-0.228, sens:0.811, spec:0.314, ppv:0.306, acc:0.449, f1:0.444, total+:252, total-:98
@threshold:-0.231, sens:0.811, spec:0.310, ppv:0.304, acc:0.446, f1:0.443, total+:253, total-:97
@threshold:-0.236, sens:0.821, spec:0.310, ppv:0.307, acc:0.449, f1:0.447, total+:254, total-:96
@threshold:-0.237, sens:0.821, spec:0.306, ppv:0.306, acc:0.446, f1:0.446, total+:255, total-:95
@threshold:-0.248, sens:0.832, spec:0.282, ppv:0.302, acc:0.431, f1:0.443, total+:262, total-:88
@threshold:-0.248, sens:0.832, spec:0.278, ppv:0.300, acc:0.429, f1:0.441, total+:263, total-:87
@threshold:-0.248, sens:0.842, spec:0.278, ppv:0.303, acc:0.431, f1:0.446, total+:264, total-:86
@threshold:-0.249, sens:0.842, spec:0.275, ppv:0.302, acc:0.429, f1:0.444, total+:265, total-:85
@threshold:-0.255, sens:0.853, spec:0.271, ppv:0.303, acc:0.429, f1:0.448, total+:267, total-:83
@threshold:-0.260, sens:0.853, spec:0.267, ppv:0.302, acc:0.426, f1:0.446, total+:268, total-:82
@threshold:-0.261, sens:0.863, spec:0.263, ppv:0.304, acc:0.426, f1:0.449, total+:270, total-:80
@threshold:-0.261, sens:0.863, spec:0.259, ppv:0.303, acc:0.423, f1:0.448, total+:271, total-:79
@threshold:-0.263, sens:0.874, spec:0.239, ppv:0.300, acc:0.411, f1:0.446, total+:277, total-:73
@threshold:-0.267, sens:0.874, spec:0.235, ppv:0.299, acc:0.409, f1:0.445, total+:278, total-:72
@threshold:-0.274, sens:0.884, spec:0.231, ppv:0.300, acc:0.409, f1:0.448, total+:280, total-:70
@threshold:-0.275, sens:0.884, spec:0.227, ppv:0.299, acc:0.406, f1:0.447, total+:281, total-:69
@threshold:-0.308, sens:0.895, spec:0.200, ppv:0.294, acc:0.389, f1:0.443, total+:289, total-:61
@threshold:-0.309, sens:0.895, spec:0.196, ppv:0.293, acc:0.386, f1:0.442, total+:290, total-:60
@threshold:-0.322, sens:0.905, spec:0.188, ppv:0.294, acc:0.383, f1:0.443, total+:293, total-:57
@threshold:-0.324, sens:0.905, spec:0.184, ppv:0.293, acc:0.380, f1:0.442, total+:294, total-:56
@threshold:-0.334, sens:0.916, spec:0.184, ppv:0.295, acc:0.383, f1:0.446, total+:295, total-:55
@threshold:-0.334, sens:0.916, spec:0.180, ppv:0.294, acc:0.380, f1:0.445, total+:296, total-:54
@threshold:-0.347, sens:0.926, spec:0.169, ppv:0.293, acc:0.374, f1:0.446, total+:300, total-:50
@threshold:-0.348, sens:0.926, spec:0.165, ppv:0.292, acc:0.371, f1:0.444, total+:301, total-:49
@threshold:-0.373, sens:0.937, spec:0.153, ppv:0.292, acc:0.366, f1:0.445, total+:305, total-:45
@threshold:-0.373, sens:0.937, spec:0.149, ppv:0.291, acc:0.363, f1:0.444, total+:306, total-:44
@threshold:-0.381, sens:0.947, spec:0.141, ppv:0.291, acc:0.360, f1:0.446, total+:309, total-:41
@threshold:-0.385, sens:0.947, spec:0.137, ppv:0.290, acc:0.357, f1:0.444, total+:310, total-:40
@threshold:-0.402, sens:0.958, spec:0.133, ppv:0.292, acc:0.357, f1:0.447, total+:312, total-:38
@threshold:-0.405, sens:0.958, spec:0.129, ppv:0.291, acc:0.354, f1:0.446, total+:313, total-:37
@threshold:-0.463, sens:0.968, spec:0.090, ppv:0.284, acc:0.329, f1:0.439, total+:324, total-:26
@threshold:-0.467, sens:0.968, spec:0.086, ppv:0.283, acc:0.326, f1:0.438, total+:325, total-:25
@threshold:-0.517, sens:0.979, spec:0.067, ppv:0.281, acc:0.314, f1:0.437, total+:331, total-:19
@threshold:-0.525, sens:0.989, spec:0.063, ppv:0.282, acc:0.314, f1:0.439, total+:333, total-:17
@threshold:-0.851, sens:1.000, spec:0.004, ppv:0.272, acc:0.274, f1:0.428, total+:349, total-:1
Vital: HC-latest | coef 0.022 95% CI: [0.010 , 0.033] | OR_adj 1.022 [1.010 1.034] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.592
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain16to24 | coef 0.021 95% CI: [0.012 , 0.031] | OR_adj 1.022 [1.012 1.032] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.553
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-gain1to5 | coef 0.019 95% CI: [0.009 , 0.028] | OR_adj 1.019 [1.009 1.029] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg10to13 | coef 0.016 95% CI: [0.011 , 0.021] | OR_adj 1.016 [1.011 1.021] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain5to10 | coef 0.016 95% CI: [0.010 , 0.022] | OR_adj 1.016 [1.010 1.023] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.577
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Number of Visits | coef 0.016 95% CI: [0.012 , 0.020] | OR_adj 1.016 [1.012 1.020] | occ: 1743 | OR_unadj: 1.107 [0.879 1.394] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
MatDeliveryAge | coef 0.016 95% CI: [0.009 , 0.023] | OR_adj 1.016 [1.009 1.023] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg3to5 | coef 0.015 95% CI: [0.009 , 0.021] | OR_adj 1.015 [1.009 1.021] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.539
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg0to1 | coef 0.015 95% CI: [0.008 , 0.022] | OR_adj 1.015 [1.008 1.022] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.549
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg0to1 | coef 0.014 95% CI: [0.011 , 0.017] | OR_adj 1.014 [1.011 1.017] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg7to10 | coef 0.014 95% CI: [0.010 , 0.017] | OR_adj 1.014 [1.010 1.017] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.414
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-avg10to13 | coef 0.013 95% CI: [0.004 , 0.023] | OR_adj 1.013 [1.004 1.023] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.602
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg5to7 | coef 0.013 95% CI: [0.010 , 0.015] | OR_adj 1.013 [1.011 1.015] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.559
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain10to16 | coef 0.013 95% CI: [0.009 , 0.017] | OR_adj 1.013 [1.009 1.017] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.462
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg13to16 | coef 0.013 95% CI: [0.006 , 0.019] | OR_adj 1.013 [1.006 1.019] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.594
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain5to10 | coef 0.013 95% CI: [0.007 , 0.019] | OR_adj 1.013 [1.007 1.019] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.575
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain0to3 | coef 0.012 95% CI: [0.008 , 0.016] | OR_adj 1.013 [1.008 1.017] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain0to3 | coef 0.012 95% CI: [0.008 , 0.017] | OR_adj 1.012 [1.008 1.017] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg16to19 | coef 0.012 95% CI: [0.007 , 0.017] | OR_adj 1.012 [1.007 1.017] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-latest | coef 0.012 95% CI: [0.008 , 0.017] | OR_adj 1.012 [1.008 1.017] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.651
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg19to24 | coef 0.012 95% CI: [0.009 , 0.015] | OR_adj 1.012 [1.009 1.015] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.476
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg1to3 | coef 0.012 95% CI: [0.009 , 0.015] | OR_adj 1.012 [1.009 1.015] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain1to5 | coef 0.012 95% CI: [0.008 , 0.015] | OR_adj 1.012 [1.008 1.015] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-latest | coef 0.012 95% CI: [0.009 , 0.014] | OR_adj 1.012 [1.009 1.014] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.629
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-latest | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-gain3to7 | coef 0.011 95% CI: [0.006 , 0.015] | OR_adj 1.011 [1.006 1.015] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-latest | coef 0.011 95% CI: [0.007 , 0.015] | OR_adj 1.011 [1.007 1.015] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.426
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain10to16 | coef 0.011 95% CI: [0.006 , 0.015] | OR_adj 1.011 [1.006 1.015] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain10to16 | coef 0.010 95% CI: [0.008 , 0.013] | OR_adj 1.011 [1.008 1.013] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain13to19 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.538
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain3to7 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.013] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain16to24 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.013] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.448
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain5to10 | coef 0.010 95% CI: [0.004 , 0.015] | OR_adj 1.010 [1.004 1.015] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain13to19 | coef 0.009 95% CI: [0.007 , 0.012] | OR_adj 1.010 [1.007 1.012] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.542
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-gain7to13 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg13to16 | coef 0.009 95% CI: [0.007 , 0.012] | OR_adj 1.009 [1.007 1.012] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.546
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg13to16 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.577
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg7to10 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.553
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain3to7 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain7to13 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg1to3 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.557
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg10to13 | coef 0.009 95% CI: [0.005 , 0.012] | OR_adj 1.009 [1.005 1.012] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain16to24 | coef 0.009 95% CI: [0.006 , 0.011] | OR_adj 1.009 [1.006 1.011] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.553
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-postPregnancy | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 581 | OR_unadj: 0.781 [0.558 1.093] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-postPregnancy | coef 0.009 95% CI: [0.004 , 0.013] | OR_adj 1.009 [1.004 1.013] | occ: 489 | OR_unadj: 0.990 [0.709 1.381] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg19to24 | coef 0.008 95% CI: [0.006 , 0.011] | OR_adj 1.009 [1.006 1.011] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.437
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-avg16to19 | coef 0.008 95% CI: [0.005 , 0.012] | OR_adj 1.008 [1.005 1.012] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.552
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain7to13 | coef 0.008 95% CI: [0.006 , 0.011] | OR_adj 1.008 [1.006 1.011] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg3to5 | coef 0.008 95% CI: [0.004 , 0.012] | OR_adj 1.008 [1.004 1.012] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg1to3 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg7to10 | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.011] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.570
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg10to13 | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.011] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.600
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg13to16 | coef 0.008 95% CI: [0.004 , 0.011] | OR_adj 1.008 [1.004 1.011] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain1to5 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg5to7 | coef 0.008 95% CI: [0.002 , 0.013] | OR_adj 1.008 [1.002 1.013] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.587
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg13to16 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.009] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.537
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-gain0to24 | coef 0.007 95% CI: [0.002 , 0.013] | OR_adj 1.007 [1.002 1.013] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.632
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg7to10 | coef 0.007 95% CI: [0.005 , 0.010] | OR_adj 1.007 [1.005 1.010] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.577
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg0to1 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.007 95% CI: [0.002 , 0.011] | OR_adj 1.007 [1.002 1.011] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.561
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-postPregnancy | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 482 | OR_unadj: 0.662 [0.460 0.953] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain13to19 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg16to19 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.567
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-gain0to24 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.603
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-otherPregnancy | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.006 [1.003 1.010] | occ: 268 | OR_unadj: 0.904 [0.578 1.413] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg16to19 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.595
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain0to3 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg3to5 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-avg19to24 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.602
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.006 95% CI: [0.002 , 0.009] | OR_adj 1.006 [1.002 1.009] | occ: 1123 | OR_unadj: 1.089 [0.854 1.390] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg10to13 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.542
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg19to24 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.634
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg7to10 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg16to19 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.551
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg5to7 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.541
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HR-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg3to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-gain0to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.627
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.538
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg0to1 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-postPregnancy | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 242 | OR_unadj: 1.074 [0.524 2.198] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg19to24 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.627
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg1to3 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1129 | OR_unadj: 1.187 [0.933 1.510] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.545
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg1to3 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.559
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg3to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1126 | OR_unadj: 1.150 [0.895 1.477] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.469
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1129 | OR_unadj: 0.852 [0.649 1.119] | indivs AUC:0.465
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1123 | OR_unadj: 1.201 [0.943 1.530] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-otherPregnancy | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 244 | OR_unadj: 0.917 [0.577 1.459] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg0to1 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-otherPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 261 | OR_unadj: 0.765 [0.475 1.231] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs4:Mycoses | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs200:Oth skin dx:0.133
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs126:Ot up rsp in:0.128
Maternal Diagnosis:9ccs61:Sickle cell-otherPregnancy:0.099
Diagnosis:9ccs7:Viral infect:0.095
Number of Visits:0.091
Diagnosis:9ccs155:Other GI dx:0.087
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.085
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1123 | OR_unadj: 1.121 [0.884 1.421] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1129 | OR_unadj: 1.101 [0.860 1.408] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1129 | OR_unadj: 0.967 [0.745 1.256] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1123 | OR_unadj: 0.979 [0.754 1.271] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs90:Eye infectn | coef 0.003 95% CI: [-0.001 , 0.006] | OR_adj 1.003 [0.999 1.006] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs126:Ot up rsp in:0.206
Diagnosis:9ccs92:Otitis media:0.204
Diagnosis:9ccs7:Viral infect:0.180
Diagnosis:9ccs125:Bronchitis:0.175
Diagnosis:9ccs91:Other eye dx:0.173
Number of Visits:0.171
Diagnosis:9ccs10:Immuniz/scrn:0.151
Diagnosis:9ccs257:Ot aftercare:0.148
Diagnosis:9ccs155:Other GI dx:0.131
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Diagnosis:9ccs213:Cardiac anom | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.473
Newborn Diagnosis:9ccs213:Cardiac anom:0.441
Newborn Diagnosis:9ccs96:Hrt valve dx:0.329
Diagnosis:9ccs117:Ot circul dx:0.225
Diagnosis:9ccs105:Conduction:0.132
Maternal Diagnosis:9ccs135:Intest infct:0.132
Newborn Diagnosis:9ccs239:Superfic inj:0.132
Newborn Diagnosis:9ccs97:Carditis:0.132
Newborn Diagnosis:9ccs104:Oth heart dx:0.132
Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.472
Diagnosis:9ccs126:Ot up rsp in:0.309
Diagnosis:9ccs7:Viral infect:0.243
Diagnosis:9ccs257:Ot aftercare:0.212
Diagnosis:9ccs92:Otitis media:0.200
Diagnosis:9ccs253:Allergy:0.198
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.161
Diagnosis:9ccs90:Eye infectn:0.151
Diagnosis:9ccs91:Other eye dx | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.242
Diagnosis:9ccs90:Eye infectn:0.173
Diagnosis:9ccs7:Viral infect:0.121
Number of Visits:0.111
Diagnosis:9ccs217:Ot cong anom:0.110
Maternal Diagnosis:9ccs133:Oth low resp:0.108
Diagnosis:9ccs44:Neoplsm unsp:0.108
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100
Diagnosis:9ccs96:Hrt valve dx:0.097
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.526
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Lab:294203 BILIRUBIN TOTAL - LMC:0.374
Maternal Lab History: NTQR-LOCATION ID-postPregnancy:0.239
Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.188
Maternal Diagnosis:9ccs95:Oth nerv dx:-0.133
Diagnosis:9ccs62:Coag/hemr dx:-0.113
Newborn Diagnosis:9ccs216:Nerv cong an:-0.109
Maternal Procedure History:92551-postPregnancy:-0.098
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.096
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.092
Diagnosis:9ccs59:Anemia | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135
Diagnosis:9ccs216:Nerv cong an:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.085
Diagnosis:9ccs255:Social admin:0.076
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.076
Diagnosis:9ccs245:Syncope:0.076
Diagnosis:9ccs137:Mouth dx:0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.074
Diagnosis:9ccs4:Mycoses:0.074
Diagnosis:9ccs0:No DX | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.152
Maternal Diagnosis:10ccs6:Hepatitis-postPregnancy:0.116
Diagnosis:9ccs10:Immuniz/scrn:0.110
Maternal Diagnosis:9ccs167:Breast dx:0.103
Maternal Diagnosis:10ccs168:PID-postPregnancy:0.103
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.103
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.103
Maternal Diagnosis:9ccs172:Ovarian cyst:0.103
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.103
Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.202
Diagnosis:9ccs154:Gastroent:0.191
Diagnosis:9ccs253:Allergy:0.183
Diagnosis:9ccs133:Oth low resp:0.172
Diagnosis:9ccs126:Ot up rsp in:0.171
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs10:Immuniz/scrn:0.146
Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs215:gu cong anom | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.185
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.183
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.150
Maternal Diagnosis:9ccs82:Paralysis:0.106
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.106
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.106
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.106
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.106
Maternal Diagnosis:9ccs215:gu cong anom:0.106
Vital: Temp-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 103 | OR_unadj: 0.936 [0.502 1.744] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.498
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:295669 BILIRUBIN DIRECT - LMC:0.374
Diagnosis:9ccs151:Oth liver dx:-0.123
Diagnosis:9ccs245:Syncope:0.115
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Newborn Diagnosis:9ccs62:Coag/hemr dx:-0.102
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:-0.102
Maternal Lab History: URINE KETONES-otherPregnancy:-0.101
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.101
Diagnosis:9ccs222:Perint jaund:-0.101
Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.229
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs239:Superfic inj:0.169
Diagnosis:9ccs155:Other GI dx:0.168
Number of Visits:0.163
Diagnosis:9ccs198:Ot infl skin:0.160
Diagnosis:9ccs126:Ot up rsp in:0.151
Diagnosis:9ccs10:Immuniz/scrn:0.148
Diagnosis:9ccs133:Oth low resp:0.147
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.538
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Diagnosis:9ccs126:Ot up rsp in:0.270
Number of Visits:0.267
Diagnosis:9ccs10:Immuniz/scrn:0.243
Diagnosis:9ccs257:Ot aftercare:0.225
Diagnosis:9ccs125:Bronchitis:0.219
Diagnosis:9ccs92:Otitis media:0.216
Diagnosis:9ccs200:Oth skin dx:0.216
Diagnosis:9ccs155:Other GI dx:0.202
Diagnosis:9ccs255:Social admin:0.189
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs155:Other GI dx:0.133
Diagnosis:9ccs52:Nutrit defic:0.130
Number of Visits:0.121
Diagnosis:9ccs232:Sprain:0.106
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.093
Diagnosis:9ccs239:Superfic inj:0.093
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs200:Oth skin dx:0.087
Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.205
Diagnosis:9ccs113:Late eff CVD:0.198
Number of Visits:0.175
Diagnosis:9ccs92:Otitis media:0.119
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.104
Diagnosis:9ccs126:Ot up rsp in:0.101
Diagnosis:9ccs95:Oth nerv dx:0.101
Maternal Procedure History:45300-postPregnancy:0.089
Diagnosis:9ccs127:COPD:0.084
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.234
Diagnosis:9ccs126:Ot up rsp in:0.182
Diagnosis:9ccs257:Ot aftercare:0.171
Diagnosis:9ccs7:Viral infect:0.168
Diagnosis:9ccs125:Bronchitis:0.167
Diagnosis:9ccs92:Otitis media:0.154
Diagnosis:9ccs10:Immuniz/scrn:0.145
Diagnosis:9ccs255:Social admin:0.136
Diagnosis:9ccs155:Other GI dx:0.131
Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Diagnosis:9ccs239:Superfic inj:0.115
Diagnosis:9ccs10:Immuniz/scrn:0.108
Number of Visits:0.106
Diagnosis:9ccs253:Allergy:0.105
Diagnosis:9ccs137:Mouth dx:0.104
Diagnosis:9ccs138:Esophgeal dx:0.103
Diagnosis:9ccs200:Oth skin dx:0.103
Diagnosis:9ccs92:Otitis media:0.099
Diagnosis:9ccs7:Viral infect:0.089
Diagnosis:9ccs96:Hrt valve dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.473
Newborn Diagnosis:9ccs96:Hrt valve dx:0.250
Diagnosis:9ccs117:Ot circul dx:0.228
Newborn Diagnosis:9ccs213:Cardiac anom:0.208
Newborn Diagnosis:9ccs216:Nerv cong an:0.131
Diagnosis:9ccs245:Syncope:0.131
Diagnosis:9ccs244:Other injury:0.101
Maternal Diagnosis:9ccs149:Biliary dx:0.101
Diagnosis:9ccs91:Other eye dx:0.097
Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.472
Diagnosis:9ccs126:Ot up rsp in:0.356
Number of Visits:0.205
Diagnosis:9ccs92:Otitis media:0.205
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs257:Ot aftercare:0.197
Diagnosis:9ccs7:Viral infect:0.189
Diagnosis:9ccs125:Bronchitis:0.138
Diagnosis:9ccs135:Intest infct:0.136
Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs113:Late eff CVD:0.219
Diagnosis:9ccs94:Other ear dx:0.205
Diagnosis:9ccs95:Oth nerv dx:0.179
Number of Visits:0.130
Diagnosis:9ccs10:Immuniz/scrn:0.122
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.101
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.094
Diagnosis:9ccs70:Schizo/rl dx:0.093
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.091
Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.212
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Diagnosis:9ccs2619:e codes: other specified- nec:0.116
Diagnosis:9ccs91:Other eye dx:0.110
Diagnosis:9ccs95:Oth nerv dx:0.107
Maternal Lab History: HERPES II IgG-postPregnancy:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.089
Diagnosis:9ccs257:Ot aftercare:0.089
Diagnosis:9ccs133:Oth low resp:0.085
Diagnosis:9ccs124:Tonsillitis | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.148
Maternal Diagnosis:9ccs215:gu cong anom:0.130
Diagnosis:9ccs120:Hemmorhoids:0.130
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.130
Diagnosis:9ccs188:Pelvic obstr:0.130
Maternal Diagnosis:9ccs245:Syncope:0.130
Diagnosis:9ccs134:Ot uppr resp:0.127
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.120
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.115
Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs92:Otitis media:0.369
Diagnosis:9ccs255:Social admin:0.356
Number of Visits:0.332
Diagnosis:9ccs10:Immuniz/scrn:0.309
Diagnosis:9ccs257:Ot aftercare:0.279
Diagnosis:9ccs7:Viral infect:0.270
Diagnosis:9ccs125:Bronchitis:0.250
Diagnosis:9ccs90:Eye infectn:0.206
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs239:Superfic inj | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Diagnosis:9ccs258:Other screen:0.184
Diagnosis:9ccs200:Oth skin dx:0.169
Diagnosis:9ccs7:Viral infect:0.129
Diagnosis:9ccs155:Other GI dx:0.129
Diagnosis:9ccs256:Exam/eval:0.127
Diagnosis:9ccs133:Oth low resp:0.124
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.118
Diagnosis:9ccs197:Skin infectn:0.115
Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs257:Ot aftercare:0.288
Diagnosis:9ccs126:Ot up rsp in:0.250
Diagnosis:9ccs128:Asthma:0.246
Diagnosis:9ccs92:Otitis media:0.230
Diagnosis:9ccs7:Viral infect:0.219
Diagnosis:9ccs122:Pneumonia:0.187
Number of Visits:0.183
Diagnosis:9ccs90:Eye infectn:0.175
Diagnosis:9ccs135:Intest infct:0.167
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Diagnosis:9ccs125:Bronchitis:0.288
Diagnosis:9ccs126:Ot up rsp in:0.279
Diagnosis:9ccs92:Otitis media:0.273
Number of Visits:0.226
Diagnosis:9ccs7:Viral infect:0.225
Diagnosis:9ccs10:Immuniz/scrn:0.212
Diagnosis:9ccs255:Social admin:0.197
Diagnosis:9ccs128:Asthma:0.189
Diagnosis:9ccs122:Pneumonia:0.182
Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.187
Diagnosis:9ccs200:Oth skin dx:0.160
Diagnosis:9ccs10:Immuniz/scrn:0.106
Diagnosis:9ccs7:Viral infect:0.101
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs255:Social admin:0.089
Diagnosis:9ccs72:Anxiety dx:0.085
Diagnosis:9ccs92:Otitis media:0.082
Diagnosis:9ccs91:Other eye dx:0.081
Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.184
Diagnosis:9ccs155:Other GI dx:0.140
Diagnosis:9ccs200:Oth skin dx:0.140
Diagnosis:9ccs154:Gastroent:0.138
Diagnosis:9ccs239:Superfic inj:0.127
Diagnosis:9ccs253:Allergy:0.118
Diagnosis:9ccs232:Sprain:0.114
Diagnosis:9ccs258:Other screen:0.102
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.102
* Diagnosis:9ccs128:Asthma | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs122:Pneumonia:0.304
Diagnosis:9ccs125:Bronchitis:0.246
Diagnosis:9ccs92:Otitis media:0.232
Diagnosis:9ccs257:Ot aftercare:0.189
Number of Visits:0.187
Diagnosis:9ccs133:Oth low resp:0.170
Diagnosis:9ccs127:COPD:0.160
Diagnosis:9ccs126:Ot up rsp in:0.156
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Diagnosis:9ccs56:Cystic fibro:0.110
Maternal Diagnosis:9ccs2611:E Codes: Natural/environment-postPregnancy:0.110
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.110
Maternal Diagnosis:9ccs107:Cardia arrst:0.110
Diagnosis:9ccs109:Acute CVD:0.110
Maternal Diagnosis:9ccs172:Ovarian cyst:0.110
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.108
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.093
Maternal Lab History: GFR in African American-otherPregnancy:-0.092
Diagnosis:9ccs133:Oth low resp | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Number of Visits:0.195
Diagnosis:9ccs256:Exam/eval:0.184
Diagnosis:9ccs155:Other GI dx:0.172
Diagnosis:9ccs128:Asthma:0.170
Diagnosis:9ccs154:Gastroent:0.166
Diagnosis:9ccs253:Allergy:0.164
Diagnosis:9ccs126:Ot up rsp in:0.155
Diagnosis:9ccs127:COPD:0.155
Diagnosis:9ccs7:Viral infect:0.149
Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.181
Newborn Diagnosis:9ccs222:Perint jaund:0.108
Lab:294203 BILIRUBIN TOTAL - LMC:-0.101
Maternal Diagnosis:9ccs253:Allergy:0.089
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077
Maternal Diagnosis:9ccs7:Viral infect:0.075
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: POTASSIUM-otherPregnancy:-0.069
Diagnosis:9ccs219:Low birth wt | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.469
Newborn Diagnosis:9ccs219:Low birth wt:0.467
Newborn Diagnosis:9ccs253:Allergy:0.271
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264
Newborn Diagnosis:9ccs256:Exam/eval:0.214
Newborn Diagnosis:9ccs222:Perint jaund:0.213
Maternal Lab History: ESTRIOL-postPregnancy:0.187
Maternal Lab History: URINE CULTURE-postPregnancy:0.186
Maternal Diagnosis:10ccs3:Oth bact inf-postPregnancy:0.181
Diagnosis:9ccs136:Teeth dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs7:Viral infect:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.105
Number of Visits:0.101
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.095
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.094
Newborn Diagnosis:9ccs218:Liveborn:-0.094
Diagnosis:9ccs155:Other GI dx:0.094
Diagnosis:9ccs109:Acute CVD:0.085
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:0.085
Diagnosis:9ccs134:Ot uppr resp | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.471
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Number of Visits:0.152
Diagnosis:9ccs124:Tonsillitis:0.127
Diagnosis:9ccs253:Allergy:0.125
Diagnosis:9ccs126:Ot up rsp in:0.124
Diagnosis:9ccs90:Eye infectn:0.115
Diagnosis:9ccs211:Ot conn tiss:0.111
Diagnosis:9ccs133:Oth low resp:0.100
Diagnosis:9ccs127:COPD:0.099
Diagnosis:9ccs91:Other eye dx:0.096
Diagnosis:9ccs113:Late eff CVD | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.219
Diagnosis:9ccs94:Other ear dx:0.198
Diagnosis:9ccs75:Hx mental dx:0.127
Number of Visits:0.124
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.107
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.103
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.091
Diagnosis:9ccs126:Ot up rsp in:0.091
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.555
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs200:Oth skin dx:0.229
Diagnosis:9ccs126:Ot up rsp in:0.198
Diagnosis:9ccs255:Social admin:0.198
Diagnosis:9ccs10:Immuniz/scrn:0.198
Diagnosis:9ccs198:Ot infl skin:0.187
Number of Visits:0.186
Diagnosis:9ccs155:Other GI dx:0.183
Diagnosis:9ccs7:Viral infect:0.174
Diagnosis:9ccs257:Ot aftercare:0.174
Diagnosis:9ccs244:Other injury | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Diagnosis:9ccs126:Ot up rsp in:0.139
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.139
Newborn Diagnosis:9ccs252:Fatigue:0.139
Diagnosis:9ccs230:Fx leg:0.139
Maternal Diagnosis:9ccs1:Tuberculosis:0.139
Maternal Lab History: COLONY COUNT-postPregnancy:0.133
Number of Visits:0.125
Diagnosis:9ccs165:Inf male gen:0.118
Maternal Procedure History:97803-otherPregnancy:0.117
Diagnosis:9ccs250:Nausea/vomit | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs138:Esophgeal dx:0.202
Diagnosis:9ccs141:Ot dx stomch:0.179
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.140
Diagnosis:9ccs133:Oth low resp:0.140
Maternal Lab History: HCG-otherPregnancy:0.134
Maternal Lab History: NT MoM-otherPregnancy:0.128
Maternal Lab History: INHMOM-postPregnancy:0.127
Diagnosis:9ccs155:Other GI dx:0.125
Diagnosis:9ccs257:Ot aftercare:0.111
Newborn Diagnosis:9ccs55:Fluid/elc dx | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Diagnosis:9ccs250:Nausea/vomit:0.202
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.159
Diagnosis:9ccs133:Oth low resp:0.145
Maternal Lab History: INHMOM-otherPregnancy:0.126
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Lab History: INHMOM-postPregnancy:0.122
Diagnosis:9ccs155:Other GI dx:0.121
Maternal Procedure History:90656-postPregnancy:0.118
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs258:Other screen:0.165
Diagnosis:9ccs200:Oth skin dx:0.105
Diagnosis:9ccs197:Skin infectn:0.104
Diagnosis:9ccs188:Pelvic obstr:0.103
Maternal Diagnosis:9ccs180:Ectopic preg:0.103
Diagnosis:9ccs115:Aneurysm:0.103
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.103
Newborn Diagnosis:9ccs134:Ot uppr resp:0.103
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.103
Diagnosis:9ccs165:Inf male gen | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs165:Inf male gen:1.000
Newborn Diagnosis:9ccs229:Fx arm:0.142
Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.142
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.142
Newborn Diagnosis:9ccs252:Fatigue:0.142
Diagnosis:9ccs9:Sexual Infxs:0.142
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.142
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.142
Maternal Diagnosis:10ccs198:Ot infl skin-postPregnancy:0.142
Maternal Diagnosis:10ccs200:Oth skin dx-postPregnancy:0.142
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Diagnosis:9ccs3:Oth bact inf:0.202
Newborn Diagnosis:9ccs204:Ot joint dx:0.172
Maternal Diagnosis:9ccs126:Ot up rsp in:0.172
Maternal Diagnosis:9ccs26:Cervix cancr-postPregnancy:0.172
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.140
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.124
Maternal Procedure History:92551-postPregnancy:0.124
Maternal Lab History: FREE T-4-postPregnancy:0.122
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.120
Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs140:Gastritis:1.000
Maternal Diagnosis:9ccs212:Ot bone dx:0.194
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.157
Maternal Procedure History:90472-postPregnancy:0.146
Maternal Lab History: MONOCYTE-postPregnancy:0.139
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.135
Diagnosis:9ccs153:GI hemorrhag:0.113
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.100
Diagnosis:9ccs213:Cardiac anom:0.098
Maternal Lab History: BICARBONATE-postPregnancy:-0.095
* Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.304
Diagnosis:9ccs125:Bronchitis:0.187
Diagnosis:9ccs257:Ot aftercare:0.182
Number of Visits:0.177
Diagnosis:9ccs92:Otitis media:0.169
Diagnosis:9ccs126:Ot up rsp in:0.153
Diagnosis:9ccs90:Eye infectn:0.129
Diagnosis:9ccs135:Intest infct:0.128
Diagnosis:9ccs127:COPD:0.127
* Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs245:Syncope:0.243
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.212
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.212
Maternal Diagnosis:9ccs126:Ot up rsp in:0.212
Diagnosis:9ccs70:Schizo/rl dx:0.148
Newborn Diagnosis:9ccs47:Ot bnign neo:0.148
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.148
Diagnosis:9ccs62:Coag/hemr dx:0.144
Diagnosis:9ccs231:Oth fracture:0.119
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Number of Visits:0.180
Diagnosis:9ccs128:Asthma:0.160
Diagnosis:9ccs133:Oth low resp:0.155
Diagnosis:9ccs122:Pneumonia:0.127
Diagnosis:9ccs2619:e codes: other specified- nec:0.126
Maternal Diagnosis:9ccs212:Ot bone dx:0.126
Diagnosis:9ccs126:Ot up rsp in:0.125
Diagnosis:9ccs125:Bronchitis:0.120
Diagnosis:9ccs258:Other screen:0.103
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.369
Number of Visits:0.277
Diagnosis:9ccs257:Ot aftercare:0.273
Diagnosis:9ccs128:Asthma:0.232
Diagnosis:9ccs125:Bronchitis:0.230
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs90:Eye infectn:0.204
Diagnosis:9ccs10:Immuniz/scrn:0.200
Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs166:Oth male gen:1.000
Maternal Procedure History:96372-otherPregnancy:0.104
Diagnosis:9ccs165:Inf male gen:0.102
Maternal Diagnosis:9ccs198:Ot infl skin:0.102
Diagnosis:9ccs142:Appendicitis:0.102
Diagnosis:9ccs230:Fx leg:0.102
Maternal Diagnosis:9ccs215:gu cong anom:0.102
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.102
Newborn Diagnosis:9ccs229:Fx arm:0.102
Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.102
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.225
Diagnosis:9ccs163:Other GU dx:0.164
Diagnosis:9ccs2:Septicemia:0.129
Diagnosis:9ccs257:Ot aftercare:0.120
Newborn Diagnosis:9ccs162:Ot dx bladdr:0.120
Diagnosis:9ccs66:Alchl-r mntl:0.120
Diagnosis:9ccs142:Appendicitis:0.120
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.120
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.120
Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs223:Birth trauma:1.000
Newborn Diagnosis:9ccs223:Birth trauma:0.273
Newborn Diagnosis:9ccs229:Fx arm:0.217
Newborn Diagnosis:9ccs2620:E Codes: Unspecified:0.217
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence:0.217
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.196
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.190
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.189
Maternal Procedure History:92551-postPregnancy:-0.155
Maternal Diagnosis:9ccs188:Pelvic obstr:0.152
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.472
Diagnosis:9ccs159:UTI:0.225
Newborn Diagnosis:9ccs161:Ot dx kidney:0.218
Newborn Diagnosis:9ccs162:Ot dx bladdr:0.154
Diagnosis:9ccs66:Alchl-r mntl:0.154
Diagnosis:9ccs162:Ot dx bladdr:0.154
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.154
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.154
Diagnosis:9ccs115:Aneurysm:0.154
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Lab:297275 STREP RAPID TEST (POCT):1.000
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.539
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.539
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.381
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.381
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.269
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.269
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.269
Diagnosis:9ccs145:Int obstruct:0.264
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.241
Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.181
Lab:294203 BILIRUBIN TOTAL - LMC:-0.123
Maternal Lab History: HCG-postPregnancy:0.112
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.101
Diagnosis:9ccs258:Other screen:0.100
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.097
Diagnosis:9ccs243:Poisn nonmed:0.096
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.096
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.703
Maternal Lab History: URINE CULTURE-postPregnancy:0.142
Diagnosis:9ccs8:Oth infectns:0.132
Diagnosis:9ccs64:Ot hematl dx:0.128
Diagnosis:9ccs165:Inf male gen:0.124
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.118
Diagnosis:9ccs70:Schizo/rl dx:0.114
Diagnosis:9ccs2619:e codes: other specified- nec:0.114
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.113
Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Diagnosis:9ccs188:Pelvic obstr:0.184
Maternal Diagnosis:9ccs213:Cardiac anom-otherPregnancy:0.184
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.184
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.154
Maternal Lab History: URINE CREAT.RANDOM-otherPregnancy:0.153
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.148
Maternal Lab History: PTT-otherPregnancy:0.144
Maternal Lab History: INR-otherPregnancy:0.137
Maternal Procedure History:93005-otherPregnancy:0.134
* Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs153:GI hemorrhag:0.209
Diagnosis:9ccs155:Other GI dx:0.191
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.167
Diagnosis:9ccs120:Hemmorhoids:0.167
Diagnosis:9ccs133:Oth low resp:0.166
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.159
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.146
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.139
Lab:294048 STOOL CULTURE - LMC:0.139
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.179
Diagnosis:9ccs216:Nerv cong an:0.156
Diagnosis:9ccs211:Ot conn tiss:0.147
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.142
Maternal Diagnosis:9ccs172:Ovarian cyst:0.142
Newborn Diagnosis:9ccs166:Oth male gen:0.142
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.142
Diagnosis:9ccs86:Cataract:0.142
Diagnosis:9ccs129:Asp pneumon:0.142
Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.505
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-0.307
Lab:295490 17 HYDROXYPROGESTERONE - LMC:0.307
Diagnosis:9ccs219:Low birth wt:-0.264
Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.206
Maternal Diagnosis:9ccs159:UTI:-0.194
Maternal Diagnosis:9ccs175:Ot femal gen:0.158
Diagnosis:9ccs59:Anemia:-0.135
Maternal Diagnosis:9ccs184:Early labor:-0.134
Diagnosis:10ccs238:Complic proc:0.132
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Diagnosis:9ccs212:Ot bone dx:0.182
Maternal Lab History: LEAD LEVEL-otherPregnancy:0.095
Diagnosis:9ccs2603:E Codes: Fall:0.089
Diagnosis:10ccs58:Ot nutrit dx:0.088
Maternal Lab History: LEAD LEVEL-postPregnancy:-0.086
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086
Maternal Lab History: URINE KETONES-postPregnancy:0.082
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.077
Maternal Lab History: WBC-otherPregnancy:0.072
Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs76:Meningitis:1.000
Lab:297275 STREP RAPID TEST (POCT):0.106
Diagnosis:9ccs92:Otitis media:0.103
Diagnosis:9ccs124:Tonsillitis:0.084
Maternal Diagnosis:9ccs195:Ot compl bir:-0.083
Diagnosis:9ccs4:Mycoses:0.082
Number of Visits:0.082
Maternal Lab History: 3 HOUR-otherPregnancy:-0.081
Maternal Diagnosis:9ccs176:Contraceptiv:0.079
Diagnosis:9ccs133:Oth low resp:0.073
Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs147:Anal/rectal:1.000
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.249
Diagnosis:9ccs120:Hemmorhoids:0.249
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.214
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.200
Maternal Lab History: PTT-otherPregnancy:0.193
Maternal Lab History: GFR in African American-otherPregnancy:0.184
Maternal Lab History: GFR Calculation-otherPregnancy:0.184
Maternal Lab History: INR-otherPregnancy:0.183
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.174
Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs240:Burns:1.000
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.217
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.217
Maternal Diagnosis:10ccs140:Gastritis-postPregnancy:0.217
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.180
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.176
Maternal Lab History: MONOCYTE-otherPregnancy:0.167
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.155
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.155
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.152
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.136
Maternal Procedure History:96372-otherPregnancy:0.120
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.119
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.119
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.119
Maternal Diagnosis:9ccs83:Epilepsy/cnv-otherPregnancy:0.119
Diagnosis:9ccs51:Ot endo dsor:0.114
Maternal Procedure History:S9470-postPregnancy:0.113
Lab:323854 CULTURE FECES - Sunrise:0.107
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Diagnosis:9ccs105:Conduction:0.158
Newborn Diagnosis:9ccs200:Oth skin dx:0.155
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.109
Diagnosis:9ccs44:Neoplsm unsp:0.109
Diagnosis:9ccs62:Coag/hemr dx:0.105
Maternal Lab History: O2 SATURATION-postPregnancy:0.102
Maternal Lab History: PO2-postPregnancy:0.095
Diagnosis:9ccs117:Ot circul dx:0.093
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.089
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.242
Diagnosis:9ccs217:Ot cong anom:0.212
Diagnosis:9ccs145:Int obstruct:0.211
Diagnosis:9ccs129:Asp pneumon:0.184
Maternal Diagnosis:9ccs169:Endometrios:0.184
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.155
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.153
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.150
Maternal Procedure History:92551-postPregnancy:-0.132
Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs106:Dysrhythmia:1.000
Newborn Diagnosis:9ccs47:Ot bnign neo:0.353
Newborn Diagnosis:9ccs191:Amnios dx:0.222
Maternal Diagnosis:9ccs48:Thyroid dsor:0.148
Diagnosis:9ccs239:Superfic inj:0.107
Diagnosis:9ccs83:Epilepsy/cnv:0.102
Diagnosis:9ccs258:Other screen:0.076
Diagnosis:9ccs161:Ot dx kidney:0.072
Maternal Diagnosis:9ccs188:Pelvic obstr:0.070
Maternal Diagnosis:9ccs176:Contraceptiv:0.070
Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs143:Abdom hernia:0.100
Maternal Diagnosis:9ccs126:Ot up rsp in:0.089
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.089
Newborn Diagnosis:9ccs252:Fatigue:0.089
Newborn Diagnosis:9ccs204:Ot joint dx:0.089
Diagnosis:9ccs104:Oth heart dx:0.089
Maternal Diagnosis:9ccs167:Breast dx:0.089
Diagnosis:9ccs250:Nausea/vomit:0.084
Maternal Diagnosis:9ccs138:Esophgeal dx:0.083
Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.505
Correlated most with:
Diagnosis:10ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.703
Diagnosis:9ccs2619:e codes: other specified- nec:0.164
Diagnosis:9ccs64:Ot hematl dx:0.123
Maternal Lab History: NY HBV DNA VIRAL LOG-postPregnancy:-0.111
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.108
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.101
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.097
Diagnosis:9ccs8:Oth infectns:0.093
Diagnosis:9ccs209:Ot acq defor:0.088
Newborn Diagnosis:9ccs218:Liveborn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1748 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Diagnosis:9ccs245:Syncope:0.191
Maternal Diagnosis:9ccs127:COPD-otherPregnancy:0.191
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.191
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.150
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-otherPregnancy:0.137
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:0.137
Maternal Lab History: HEPATITIS B DNA-postPregnancy:0.137
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.137
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.137
Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.508
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:1.000
Diagnosis:9ccs243:Poisn nonmed:-0.102
Diagnosis:9ccs217:Ot cong anom:0.085
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.069
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.069
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.063
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.063
Maternal Diagnosis:9ccs183:HTN in preg:0.063
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.062
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.061
Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258
Lab:294147 FREE T4 - LMC:0.232
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.219
Lab:292147 TSH - Sunrise:0.175
Maternal Diagnosis:9ccs48:Thyroid dsor:0.155
Diagnosis:9ccs245:Syncope:0.151
Diagnosis:9ccs52:Nutrit defic:0.151
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.151
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.151
Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs2:Septicemia:1.000
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.309
Maternal Lab History: LIPASE-postPregnancy:-0.293
Maternal Lab History: FREE T-4-otherPregnancy:0.293
Maternal Lab History: AMYLASE-postPregnancy:-0.279
Maternal Lab History: LDL-otherPregnancy:-0.262
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.240
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.205
Maternal Diagnosis:9ccs194:Forceps del:0.187
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.168
Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs3:Oth bact inf:1.000
Maternal Diagnosis:10ccs89:Blindness-postPregnancy:0.301
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.301
Lab:297280 GLUCOSE REAGENT STRIP:0.214
Newborn Diagnosis:9ccs63:Wht blood dx:0.211
Diagnosis:9ccs232:Sprain:0.211
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.211
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.211
Diagnosis:9ccs247:Lymph enlarg:0.202
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.168
Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs163:Other GU dx:1.000
Maternal Diagnosis:9ccs200:Oth skin dx:0.288
Newborn Diagnosis:9ccs161:Ot dx kidney:0.202
Diagnosis:9ccs145:Int obstruct:0.164
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.164
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.164
Diagnosis:9ccs159:UTI:0.164
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Maternal Procedure History:96372-postPregnancy:0.144
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.125
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Newborn Diagnosis:9ccs166:Oth male gen:0.377
Maternal Diagnosis:9ccs96:Hrt valve dx:0.187
Maternal Diagnosis:9ccs253:Allergy:0.187
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.063
Diagnosis:9ccs259:Unclassified:0.056
Diagnosis:9ccs217:Ot cong anom:0.049
Diagnosis:9ccs256:Exam/eval:0.048
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.046
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Diagnosis:9ccs2619:e codes: other specified- nec:0.230
Diagnosis:9ccs239:Superfic inj:0.184
Diagnosis:9ccs137:Mouth dx:0.165
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.163
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.163
Newborn Diagnosis:9ccs134:Ot uppr resp:0.163
Diagnosis:9ccs155:Other GI dx:0.145
Maternal Lab History: LEAD LEVEL-postPregnancy:0.136
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.122
Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs214:GI cong anom:1.000
Maternal Diagnosis:9ccs6:Hepatitis:0.187
Diagnosis:9ccs141:Ot dx stomch:0.148
Diagnosis:9ccs138:Esophgeal dx:0.106
Maternal Diagnosis:9ccs106:Dysrhythmia:0.105
Maternal Diagnosis:9ccs128:Asthma:0.083
Diagnosis:9ccs127:COPD:0.083
Diagnosis:9ccs217:Ot cong anom:0.075
Diagnosis:9ccs47:Ot bnign neo:0.074
Diagnosis:9ccs197:Skin infectn:0.060
Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs8:Oth infectns:1.000
Maternal Diagnosis:9ccs224:Ot perint dx-otherPregnancy:0.217
Maternal Diagnosis:9ccs9:Sexual Infxs:0.217
Maternal Lab History: FASTING-postPregnancy:0.171
Maternal Lab History: FASTING-otherPregnancy:0.162
Diagnosis:9ccs2603:E Codes: Fall:0.132
Diagnosis:9ccs2620:E Codes: Unspecified:0.122
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.122
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.122
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.117
Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:1.000
Diagnosis:9ccs96:Hrt valve dx:0.228
Diagnosis:9ccs213:Cardiac anom:0.225
Diagnosis:9ccs105:Conduction:0.222
Newborn Diagnosis:9ccs106:Dysrhythmia:0.222
Newborn Diagnosis:9ccs239:Superfic inj:0.222
Newborn Diagnosis:9ccs97:Carditis:0.222
Newborn Diagnosis:9ccs104:Oth heart dx:0.222
Newborn Diagnosis:9ccs200:Oth skin dx:0.220
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.204
Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500
Correlated most with:
Lab:294205 TSH REFLEX TO FT4 - LMC:1.000
Lab:294147 FREE T4 - LMC:-0.386
Diagnosis:9ccs204:Ot joint dx:0.350
Maternal Lab History: 2 HOUR-postPregnancy:-0.188
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.153
Maternal Diagnosis:9ccs61:Sickle cell:0.126
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.108
Maternal Lab History: TEST NAME-otherPregnancy:-0.098
Maternal Lab History: WEIGHT-postPregnancy:0.096
Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs221:Resp distres:1.000
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.425
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.346
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.298
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.287
Maternal Procedure History:76830-postPregnancy:-0.225
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.215
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.211
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.210
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.209
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Diagnosis:9ccs204:Ot joint dx:0.255
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.222
Maternal Diagnosis:10ccs155:Other GI dx-postPregnancy:0.222
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.222
Diagnosis:9ccs105:Conduction:0.222
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.155
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.149
Diagnosis:9ccs95:Oth nerv dx:0.147
Maternal Lab History: FERRITIN-otherPregnancy:-0.136
Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs205:Back problem:1.000
Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.197
Diagnosis:9ccs245:Syncope:0.157
Maternal Diagnosis:9ccs6:Hepatitis:0.100
Lab:294203 BILIRUBIN TOTAL - LMC:0.095
Maternal Procedure History:90746-postPregnancy:-0.092
Maternal Diagnosis:9ccs191:Amnios dx:0.086
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.083
Diagnosis:9ccs251:Abdomnl pain:0.082
Diagnosis:9ccs133:Oth low resp:0.080
Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs55:Fluid/elc dx:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.276
Maternal Procedure History:97530-postPregnancy:-0.227
Maternal Procedure History:97112-postPregnancy:0.209
Maternal Lab History: RET ABS-postPregnancy:-0.197
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.197
Maternal Procedure History:J3301-postPregnancy:0.197
Maternal Procedure History:97035-postPregnancy:0.197
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.197
Maternal Procedure History:20550-postPregnancy:0.197
Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs246:FUO:1.000
Diagnosis:9ccs232:Sprain:0.315
Diagnosis:9ccs2:Septicemia:0.166
Diagnosis:9ccs3:Oth bact inf:0.131
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.125
Diagnosis:9ccs239:Superfic inj:0.093
Diagnosis:9ccs240:Burns:0.092
Maternal Diagnosis:9ccs106:Dysrhythmia:0.092
Maternal Procedure History:86580-otherPregnancy:0.091
Maternal Procedure History:86580-postPregnancy:0.085
Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.363
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.355
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:-0.293
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.207
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.189
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.174
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.172
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.169
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.169
Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:1.000
Maternal Lab History: FREE T3-postPregnancy:-0.208
Maternal Lab History: FIBRINOGEN-postPregnancy:0.132
Maternal Lab History: NTQR-LOCATION ID-postPregnancy:-0.129
Maternal Lab History: MAGNESIUM-postPregnancy:-0.109
Maternal Lab History: FREE T-4-postPregnancy:-0.096
Diagnosis:9ccs141:Ot dx stomch:0.090
Maternal Diagnosis:9ccs188:Pelvic obstr:0.086
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.084
Diagnosis:9ccs205:Back problem:0.082
Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.288
Maternal Lab History: HEPATITIS C ANTIBODY-otherPregnancy:-0.205
Newborn Diagnosis:9ccs133:Oth low resp:0.202
Newborn Diagnosis:9ccs216:Nerv cong an:0.164
Diagnosis:9ccs95:Oth nerv dx:0.156
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.143
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.133
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.121
Maternal Lab History: IRON % SATURATION-postPregnancy:0.118
Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000
Lab:292147 TSH - Sunrise:0.723
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.555
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.491
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.267
Diagnosis:9ccs48:Thyroid dsor:0.258
Maternal Lab History: NEUTROPHIL-postPregnancy:0.257
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.223
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.215
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.202
Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.511
Correlated most with:
Lab:294147 FREE T4 - LMC:1.000
Diagnosis:9ccs204:Ot joint dx:-0.434
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.386
Maternal Lab History: THYROPEROXIDASE AB (TPO)-postPregnancy:0.341
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.241
Maternal Lab History: 2 HOUR-postPregnancy:0.233
Diagnosis:9ccs48:Thyroid dsor:0.232
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.208
Maternal Lab History: T-3(Total)-postPregnancy:-0.207
Maternal Lab History: TEST NAME-otherPregnancy:-0.157
Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs212:Ot bone dx:1.000
Diagnosis:9ccs44:Neoplsm unsp:0.315
Diagnosis:9ccs209:Ot acq defor:0.182
Maternal Diagnosis:9ccs182:Hemorr preg:0.092
Diagnosis:9ccs0:No DX:0.085
Diagnosis:9ccs89:Blindness:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Diagnosis:9ccs47:Ot bnign neo:0.064
Maternal Diagnosis:9ccs49:DiabMel no c:0.059
Diagnosis:9ccs96:Hrt valve dx:0.058
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Diagnosis:9ccs154:Gastroent:0.209
Lab:321098 OCCULT BLOOD FECES - Sunrise:0.190
Lab:294048 STOOL CULTURE - LMC:0.178
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:0.155
Lab:295490 17 HYDROXYPROGESTERONE - LMC:-0.155
Maternal Diagnosis:9ccs212:Ot bone dx:0.152
Lab:323854 CULTURE FECES - Sunrise:0.127
Diagnosis:9ccs140:Gastritis:0.113
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.100
Vital: BP-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:292147 TSH - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:292147 TSH - Sunrise:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.723
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.435
Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.376
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.366
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.228
Maternal Lab History: NEUTROPHIL-postPregnancy:0.201
Maternal Diagnosis:9ccs98:HTN:-0.188
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.183
Newborn Diagnosis:9ccs221:Resp distres:-0.181
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Procedure History:96372-otherPregnancy:0.294
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.262
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.236
Maternal Lab History: HEPATITIS B DNA QUANT-postPregnancy:-0.214
Maternal Lab History: HEPATITIS B DNA-postPregnancy:-0.214
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.211
Diagnosis:9ccs250:Nausea/vomit:0.179
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.171
Maternal Lab History: BILE ACIDS-postPregnancy:0.157
Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs64:Ot hematl dx:1.000
Newborn Diagnosis:9ccs252:Fatigue:0.276
Maternal Diagnosis:10ccs92:Otitis media-postPregnancy:0.276
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.276
Maternal Lab History: COLONY COUNT-postPregnancy:0.214
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.157
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.154
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.135
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.135
Diagnosis:9ccs63:Wht blood dx:0.135
Vital: BP-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs56:Cystic fibro | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs56:Cystic fibro:1.000
Maternal Diagnosis:9ccs56:Cystic fibro:0.577
Maternal Lab History: PTT-otherPregnancy:0.444
Maternal Lab History: INR-otherPregnancy:0.421
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.407
Newborn Diagnosis:9ccs155:Other GI dx:0.287
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.287
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.221
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.190
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.180
Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Lab:306617 OCCULT BLOOD TEST (FECAL):1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.441
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.279
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.268
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.255
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.249
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.244
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.212
Maternal Lab History: VLDL-postPregnancy:-0.200
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.190
Diagnosis:9ccs142:Appendicitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs142:Appendicitis:1.000
Maternal Lab History: GTT 90 MIN-postPregnancy:0.851
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.681
Maternal Lab History: GAMMA GT-postPregnancy:0.387
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.301
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.266
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.257
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.247
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.222
Maternal Lab History: PT-postPregnancy:-0.187
Diagnosis:9ccs86:Cataract | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs86:Cataract:1.000
Diagnosis:9ccs95:Oth nerv dx:0.142
Newborn Diagnosis:9ccs217:Ot cong anom:0.135
Newborn Diagnosis:9ccs259:Unclassified:0.116
Diagnosis:9ccs217:Ot cong anom:0.082
Diagnosis:9ccs91:Other eye dx:0.076
Diagnosis:9ccs58:Ot nutrit dx:0.075
Diagnosis:9ccs94:Other ear dx:0.074
Diagnosis:9ccs134:Ot uppr resp:0.074
MatDeliveryAge:0.072
Diagnosis:9ccs72:Anxiety dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs72:Anxiety dx:1.000
Maternal Lab History: APTT-postPregnancy:-0.512
Maternal Lab History: PATIENT-postPregnancy:-0.353
Maternal Lab History: HERPES I IgG-postPregnancy:-0.292
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.266
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.155
Diagnosis:9ccs117:Ot circul dx:0.155
Maternal Lab History: INR-postPregnancy:-0.143
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.128
Diagnosis:9ccs89:Blindness:0.128
Newborn Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.185
Diagnosis:9ccs145:Int obstruct:0.171
Diagnosis:9ccs51:Ot endo dsor:0.148
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.135
Diagnosis:9ccs240:Burns:0.124
Maternal Diagnosis:9ccs163:Other GU dx:0.119
Maternal Lab History: URINE KETONES-postPregnancy:0.118
Lab:292495 LEAD LEVEL - Sunrise:-0.102
Diagnosis:9ccs151:Oth liver dx:0.096
Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.507
Correlated most with:
Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000
Maternal Diagnosis:9ccs245:Syncope:0.367
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.244
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.181
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.173
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.142
Maternal Lab History: GLUCOSE-otherPregnancy:0.125
Diagnosis:9ccs211:Ot conn tiss:-0.124
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.117
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.116
Lab:321098 OCCULT BLOOD FECES - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Lab:321098 OCCULT BLOOD FECES - Sunrise:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.388
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.289
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.262
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.223
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.218
Diagnosis:9ccs2619:e codes: other specified- nec:-0.204
Diagnosis:9ccs153:GI hemorrhag:0.190
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.178
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.178
Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs235:Opn wnd head | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs235:Opn wnd head:1.000
Diagnosis:9ccs159:UTI:0.081
Newborn Diagnosis:9ccs256:Exam/eval:0.065
Maternal Diagnosis:9ccs176:Contraceptiv:0.049
Diagnosis:9ccs58:Ot nutrit dx:0.048
Diagnosis:9ccs122:Pneumonia:0.046
Diagnosis:9ccs59:Anemia:0.044
Maternal Diagnosis:9ccs186:DM in preg:0.043
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.037
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.037
Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs63:Wht blood dx:1.000
Diagnosis:9ccs64:Ot hematl dx:0.135
Diagnosis:9ccs8:Oth infectns:0.105
Diagnosis:9ccs161:Ot dx kidney:0.072
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.067
Diagnosis:9ccs244:Other injury:0.064
Diagnosis:9ccs257:Ot aftercare:0.053
Diagnosis:9ccs159:UTI:0.053
Diagnosis:9ccs7:Viral infect:0.052
Diagnosis:9ccs143:Abdom hernia:0.052
Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs75:Hx mental dx:1.000
Maternal Diagnosis:9ccs133:Oth low resp:0.315
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.257
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.138
Maternal Lab History: ALT-otherPregnancy:0.132
Diagnosis:9ccs113:Late eff CVD:0.127
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.115
Maternal Procedure History:96372-postPregnancy:0.111
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.090
Maternal Procedure History:97110-postPregnancy:-0.089
Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs229:Fx arm:1.000
Diagnosis:9ccs231:Oth fracture:0.332
Diagnosis:9ccs147:Anal/rectal:0.141
Diagnosis:9ccs83:Epilepsy/cnv:0.119
Newborn Diagnosis:9ccs223:Birth trauma:0.103
Diagnosis:9ccs258:Other screen:0.090
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.089
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.089
Diagnosis:9ccs134:Ot uppr resp:0.081
Diagnosis:9ccs165:Inf male gen:0.078
Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs242:Poisn ot med:1.000
Diagnosis:9ccs188:Pelvic obstr:0.315
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:0.315
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.314
Maternal Procedure History:90801-postPregnancy:0.290
Lab:294199 BILIRUBIN SCAN - LMC:-0.266
Maternal Lab History: VITAMIN A(RETINOL)-postPregnancy:-0.224
Maternal Lab History: BUN/CREATININE RATIO-postPregnancy:0.224
Maternal Lab History: TSH-postPregnancy:0.224
Maternal Lab History: A/G RATIO-postPregnancy:-0.224
Lab:323854 CULTURE FECES - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:323854 CULTURE FECES - Sunrise:1.000
Maternal Lab History: CPK-postPregnancy:-0.204
Maternal Procedure History:90772-postPregnancy:-0.193
Maternal Procedure History:J1055-postPregnancy:-0.156
Diagnosis:9ccs153:GI hemorrhag:0.127
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.118
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.109
Maternal Diagnosis:9ccs211:Ot conn tiss:-0.109
Diagnosis:9ccs143:Abdom hernia:0.107
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.102
Diagnosis:9ccs52:Nutrit defic | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs52:Nutrit defic:1.000
Maternal Diagnosis:9ccs11:Hd/nck cancr-postPregnancy:0.577
Maternal Diagnosis:9ccs207:Patholog fx-postPregnancy:0.577
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.258
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.202
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.199
Maternal Lab History: TP VOLUME-postPregnancy:0.197
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.171
Maternal Lab History: eGFR-postPregnancy:0.169
Maternal Lab History: Alk Phos-postPregnancy:0.162
Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Lab:294495 LEAD, BLOOD - LMC:1.000
Maternal Diagnosis:9ccs7:Viral infect:0.251
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.239
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.201
Maternal Diagnosis:9ccs106:Dysrhythmia:0.155
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.132
Maternal Lab History: WEIGHT-postPregnancy:0.125
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.104
Diagnosis:9ccs95:Oth nerv dx:-0.103
Newborn Diagnosis:9ccs217:Ot cong anom:0.099
Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs231:Oth fracture | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs231:Oth fracture:1.000
Diagnosis:9ccs228:Fx skull fac:0.407
Diagnosis:9ccs229:Fx arm:0.332
Diagnosis:9ccs83:Epilepsy/cnv:0.119
Newborn Diagnosis:9ccs223:Birth trauma:0.103
Diagnosis:9ccs222:Perint jaund:0.067
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.051
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.051
Diagnosis:9ccs257:Ot aftercare:0.046
Diagnosis:9ccs7:Viral infect:0.045
Newborn Diagnosis:9ccs68:Senil/org mn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs115:Aneurysm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs115:Aneurysm:1.000
Diagnosis:9ccs161:Ot dx kidney:0.154
Diagnosis:9ccs213:Cardiac anom:0.132
Diagnosis:9ccs137:Mouth dx:0.103
Diagnosis:9ccs136:Teeth dx:0.085
Diagnosis:9ccs96:Hrt valve dx:0.076
Maternal Diagnosis:9ccs191:Amnios dx:0.074
MatDeliveryAge:0.068
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.040
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.040
Diagnosis:9ccs145:Int obstruct | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs145:Int obstruct:1.000
Lab:297275 STREP RAPID TEST (POCT):0.264
Diagnosis:9ccs89:Blindness:0.211
Diagnosis:9ccs243:Poisn nonmed:0.171
Diagnosis:9ccs163:Other GU dx:0.164
Maternal Diagnosis:9ccs128:Asthma:0.097
Maternal Diagnosis:9ccs192:Umbil cord:0.086
Diagnosis:9ccs250:Nausea/vomit:0.053
Newborn Diagnosis:9ccs219:Low birth wt:0.048
Maternal Diagnosis:9ccs184:Early labor:0.046
Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs61:Sickle cell:1.000
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.287
Maternal Diagnosis:9ccs106:Dysrhythmia:0.105
Diagnosis:9ccs8:Oth infectns:0.105
Diagnosis:9ccs134:Ot uppr resp:0.066
Lab:297262 HEMOGLOBIN (HEMOCUE):0.060
Diagnosis:9ccs128:Asthma:0.058
Newborn Diagnosis:9ccs224:Ot perint dx:0.052
Maternal Diagnosis:9ccs59:Anemia:0.045
Diagnosis:9ccs215:gu cong anom:0.045
Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs238:Complic proc:1.000
Maternal Lab History: TP PERIOD-otherPregnancy:0.541
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.517
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.487
Lab:306854 PLATELET COUNT - Sunrise:0.413
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.412
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.407
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.407
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.407
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.257
Diagnosis:9ccs66:Alchl-r mntl | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs66:Alchl-r mntl:1.000
Diagnosis:9ccs161:Ot dx kidney:0.154
Diagnosis:9ccs159:UTI:0.120
Maternal Diagnosis:9ccs187:Malposition:0.096
Diagnosis:9ccs256:Exam/eval:0.081
Diagnosis:9ccs91:Other eye dx:0.076
Diagnosis:9ccs94:Other ear dx:0.074
Diagnosis:9ccs151:Oth liver dx:0.073
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.045
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.045
Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs188:Pelvic obstr:1.000
Diagnosis:9ccs242:Poisn ot med:0.315
Diagnosis:9ccs123:Influenza:0.184
Newborn Diagnosis:9ccs223:Birth trauma:0.184
Diagnosis:9ccs124:Tonsillitis:0.130
Diagnosis:9ccs137:Mouth dx:0.103
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.103
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.103
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.076
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.076
Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:1.000
Lab:294147 FREE T4 - LMC:-0.434
Lab:294205 TSH REFLEX TO FT4 - LMC:0.350
Maternal Lab History: PT-otherPregnancy:-0.287
Diagnosis:9ccs211:Ot conn tiss:0.255
Maternal Lab History: URIC ACID-otherPregnancy:0.225
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.205
Maternal Lab History: LDH-otherPregnancy:0.191
Maternal Lab History: 2 HOUR-postPregnancy:-0.179
Maternal Lab History: GAMMA GT-otherPregnancy:-0.162
Newborn Diagnosis:9ccs2621:E Codes: Place of occurrence | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs130:Pleurisy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs51:Ot endo dsor:1.000
Diagnosis:9ccs243:Poisn nonmed:0.148
Newborn Diagnosis:9ccs215:gu cong anom:0.135
Diagnosis:9ccs143:Abdom hernia:0.114
Maternal Diagnosis:9ccs60:Acut p-h anm:0.105
Diagnosis:9ccs215:gu cong anom:0.101
Diagnosis:9ccs165:Inf male gen:0.065
Maternal Diagnosis:9ccs185:Long pregncy:0.057
Diagnosis:9ccs159:UTI:0.053
Diagnosis:9ccs155:Other GI dx:0.052
Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs2620:E Codes: Unspecified:1.000
Diagnosis:9ccs117:Ot circul dx:0.126
Diagnosis:9ccs223:Birth trauma:0.122
Diagnosis:9ccs8:Oth infectns:0.122
Diagnosis:9ccs89:Blindness:0.103
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.092
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.092
Diagnosis:9ccs2603:E Codes: Fall:0.091
Diagnosis:9ccs258:Other screen:0.090
Diagnosis:9ccs4:Mycoses:0.076
Vital: BP-avg16to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs236:Opn wnd extr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs236:Opn wnd extr:1.000
Newborn Diagnosis:9ccs95:Oth nerv dx:0.202
Maternal Diagnosis:9ccs196:Nml preg/del:-0.171
Newborn Diagnosis:9ccs213:Cardiac anom:0.146
Diagnosis:9ccs244:Other injury:0.076
Diagnosis:9ccs213:Cardiac anom:0.071
Diagnosis:9ccs125:Bronchitis:0.067
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.050
Newborn Diagnosis:9ccs94:Other ear dx:-0.050
Newborn Diagnosis:9ccs256:Exam/eval:0.049
Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:1.000
Newborn Diagnosis:9ccs62:Coag/hemr dx:0.353
Newborn Diagnosis:9ccs216:Nerv cong an:0.202
Diagnosis:9ccs83:Epilepsy/cnv:0.144
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.114
Lab:295669 BILIRUBIN DIRECT - LMC:-0.113
Diagnosis:9ccs47:Ot bnign neo:0.105
Diagnosis:9ccs166:Oth male gen:0.098
Diagnosis:9ccs216:Nerv cong an:0.097
Diagnosis:9ccs55:Fluid/elc dx:0.093
Newborn Diagnosis:9ccs97:Carditis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs129:Asp pneumon | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs129:Asp pneumon:1.000
Maternal Diagnosis:9ccs168:PID:0.228
Diagnosis:9ccs89:Blindness:0.184
Diagnosis:9ccs95:Oth nerv dx:0.142
Diagnosis:9ccs138:Esophgeal dx:0.111
Diagnosis:9ccs217:Ot cong anom:0.082
Diagnosis:9ccs91:Other eye dx:0.076
Diagnosis:9ccs58:Ot nutrit dx:0.075
Diagnosis:9ccs94:Other ear dx:0.074
Diagnosis:9ccs134:Ot uppr resp:0.074
Diagnosis:9ccs232:Sprain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs232:Sprain:1.000
Lab:297280 GLUCOSE REAGENT STRIP:0.500
Diagnosis:9ccs246:FUO:0.315
Diagnosis:9ccs3:Oth bact inf:0.211
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.202
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.187
Diagnosis:9ccs240:Burns:0.152
Maternal Lab History: WBC-postPregnancy:0.125
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.120
Maternal Lab History: AFP-otherPregnancy:-0.117
Diagnosis:9ccs130:Pleurisy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs130:Pleurisy:1.000
Maternal Lab History: A/G-postPregnancy:0.205
Maternal Lab History: PH-postPregnancy:-0.150
Maternal Lab History: GLOBULIN-postPregnancy:-0.150
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.145
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.114
Maternal Lab History: VLDL-postPregnancy:-0.105
Maternal Lab History: POLYS-postPregnancy:0.089
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.088
Maternal Lab History: UREA NITROGEN-postPregnancy:0.085
Newborn Diagnosis:9ccs104:Oth heart dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:1.000
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.328
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.190
Maternal Procedure History:86580-otherPregnancy:0.174
Maternal Lab History: RDW-otherPregnancy:0.151
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.138
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.125
Maternal Lab History: ABS LYMPH-otherPregnancy:0.119
Maternal Diagnosis:9ccs155:Other GI dx:-0.109
Maternal Lab History: MPV-otherPregnancy:0.109
Lab:297280 GLUCOSE REAGENT STRIP | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:297280 GLUCOSE REAGENT STRIP:1.000
Diagnosis:9ccs232:Sprain:0.500
Diagnosis:9ccs3:Oth bact inf:0.214
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.190
Maternal Lab History: WBC-postPregnancy:0.125
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.121
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.119
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.108
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.106
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.103
Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs167:Breast dx:1.000
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.353
Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.353
Maternal Lab History: TP VOLUME-otherPregnancy:-0.233
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.202
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.174
Maternal Procedure History:90746-postPregnancy:-0.165
Maternal Lab History: PROLACTIN-postPregnancy:0.139
Newborn Diagnosis:9ccs221:Resp distres:0.135
Maternal Lab History: hCG MoM-otherPregnancy:0.129
Diagnosis:9ccs9:Sexual Infxs | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs9:Sexual Infxs:1.000
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.460
Maternal Procedure History:97803-otherPregnancy:-0.408
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.400
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.333
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.217
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.207
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.182
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.175
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.165
Lab:294199 BILIRUBIN SCAN - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:294199 BILIRUBIN SCAN - LMC:1.000
Maternal Diagnosis:9ccs68:Senil/org mn-postPregnancy:-0.840
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.517
Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.485
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.480
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.458
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.420
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.404
Maternal Lab History: FREE T3-postPregnancy:-0.388
Maternal Lab History: GLUCOSE-postPregnancy:-0.334
Lab:295490 17 HYDROXYPROGESTERONE - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:295490 17 HYDROXYPROGESTERONE - LMC:1.000
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:-1.000
Maternal Diagnosis:9ccs159:UTI:-0.317
Lab:297262 HEMOGLOBIN (HEMOCUE):0.307
Newborn Diagnosis:9ccs221:Resp distres:0.197
Diagnosis:9ccs153:GI hemorrhag:-0.155
Diagnosis:9ccs219:Low birth wt:-0.130
Diagnosis:9ccs258:Other screen:0.117
Diagnosis:9ccs215:gu cong anom:0.079
Diagnosis:9ccs137:Mouth dx:0.077
Newborn Diagnosis:9ccs162:Ot dx bladdr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs220:Birth asphyx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs6:Hepatitis:1.000
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.220
Maternal Diagnosis:9ccs6:Hepatitis:0.216
Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.195
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.183
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.164
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.129
Maternal Lab History: Alk Phos-otherPregnancy:0.118
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.114
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.108
Newborn Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs181:Ot preg comp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs181:Ot preg comp:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.505
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.146
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.102
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.083
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.082
Diagnosis:9ccs96:Hrt valve dx:0.076
Maternal Lab History: RBC-postPregnancy:-0.074
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.074
Diagnosis:9ccs151:Oth liver dx:0.073
Newborn Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:306854 PLATELET COUNT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Lab:306854 PLATELET COUNT - Sunrise:1.000
Maternal Lab History: TP PERIOD-otherPregnancy:0.669
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.640
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.603
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.509
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.506
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.506
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.504
Diagnosis:9ccs238:Complic proc:0.413
Newborn Diagnosis:9ccs218:Liveborn:0.404
Newborn Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:294048 STOOL CULTURE - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:294048 STOOL CULTURE - LMC:1.000
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.813
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.364
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.310
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.271
Diagnosis:9ccs153:GI hemorrhag:0.178
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.170
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.158
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.155
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:-0.145
Newborn Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:295490 17 HYDROXYPROGESTERONE - LMC:-1.000
Lab:292405 17-HYDROXYPROGESTERONE - Sunrise:1.000
Maternal Diagnosis:9ccs159:UTI:0.317
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.307
Newborn Diagnosis:9ccs221:Resp distres:-0.197
Diagnosis:9ccs153:GI hemorrhag:0.155
Diagnosis:9ccs219:Low birth wt:0.130
Diagnosis:9ccs258:Other screen:-0.117
Diagnosis:9ccs215:gu cong anom:-0.079
Diagnosis:9ccs137:Mouth dx:-0.077
Newborn Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs67:Subst-r mntl:1.000
Diagnosis:9ccs5:HIV infectn:1.000
Maternal Diagnosis:9ccs69:Affective dx:0.500
Maternal Diagnosis:9ccs5:HIV infectn:0.353
Maternal Diagnosis:9ccs49:DiabMel no c:0.147
Newborn Diagnosis:9ccs259:Unclassified:0.116
Maternal Diagnosis:9ccs186:DM in preg:0.069
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.060
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.060
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.054
Newborn Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs44:Neoplsm unsp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs44:Neoplsm unsp:1.000
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.315
Diagnosis:9ccs212:Ot bone dx:0.315
Maternal Diagnosis:9ccs238:Complic proc:0.234
Diagnosis:9ccs47:Ot bnign neo:0.109
Diagnosis:9ccs91:Other eye dx:0.108
Diagnosis:9ccs213:Cardiac anom:0.090
Diagnosis:9ccs224:Ot perint dx:0.074
Diagnosis:9ccs0:No DX:0.069
Maternal Diagnosis:9ccs187:Malposition:0.064
Diagnosis:9ccs2619:e codes: other specified- nec | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2619:e codes: other specified- nec:1.000
Diagnosis:9ccs258:Other screen:0.230
Lab:321098 OCCULT BLOOD FECES - Sunrise:-0.204
Diagnosis:10ccs58:Ot nutrit dx:0.164
Newborn Diagnosis:9ccs96:Hrt valve dx:0.148
Diagnosis:9ccs127:COPD:0.126
Diagnosis:9ccs217:Ot cong anom:0.116
Diagnosis:9ccs2603:E Codes: Fall:0.114
Diagnosis:9ccs239:Superfic inj:0.105
Diagnosis:9ccs122:Pneumonia:0.103
Newborn Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 0.768285049492
Number of Visits : 0.0159690646498
MatDeliveryAge : 0.0159008977333
Census : 0.136338829345
Diagnosis : 0.0494194781289
Newborn Diagnosis : 0.0103351758122
Lab : 0.00375150483896
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_index_no_min_no_wt_bmi
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_results_no_min_no_wt_bmi
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_models_no_min_no_wt_bmi.pkl
-----------------------------------------------------
boys no_min wfl_latest lasso
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.240, R^2 test: 0.228
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.240, R^2 test: 0.229
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.240, R^2 test: 0.230
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.230, R^2 test: 0.239
best alpha via bootstrap CV: 0.1
AUC Train: 0.713, Explained Variance Score Train: 0.230
AUC Validation: 0.791, Explained Variance Score Validation: 0.202
AUC Test: 0.728, Explained Variance Score Test: 0.239
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.243, R^2 test: 0.235
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.243, R^2 test: 0.235
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.243, R^2 test: 0.235
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.233, R^2 test: 0.228
best alpha via bootstrap CV: 0.01
AUC Train: 0.791, Explained Variance Score Train: 0.243
AUC Validation: 0.675, Explained Variance Score Validation: 0.168
AUC Test: 0.728, Explained Variance Score Test: 0.239
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.319, R^2 test: 0.220
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.319, R^2 test: 0.221
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.319, R^2 test: 0.222
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.307, R^2 test: 0.235
best alpha via bootstrap CV: 0.1
AUC Train: 0.740, Explained Variance Score Train: 0.307
AUC Validation: 0.819, Explained Variance Score Validation: 0.404
AUC Test: 0.728, Explained Variance Score Test: 0.240
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.295, R^2 test: 0.238
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.295, R^2 test: 0.238
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.294, R^2 test: 0.238
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.280, R^2 test: 0.226
best alpha via bootstrap CV: 0.001
AUC Train: 0.800, Explained Variance Score Train: 0.295
AUC Validation: 0.720, Explained Variance Score Validation: 0.196
AUC Test: 0.728, Explained Variance Score Test: 0.240
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.201, R^2 test: 0.233
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.201, R^2 test: 0.232
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.201, R^2 test: 0.231
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.179, R^2 test: 0.195
best alpha via bootstrap CV: 0.001
AUC Train: 0.771, Explained Variance Score Train: 0.201
AUC Validation: 0.717, Explained Variance Score Validation: 0.169
AUC Test: 0.728, Explained Variance Score Test: 0.236
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.225, R^2 test: 0.224
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.225, R^2 test: 0.225
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.225, R^2 test: 0.226
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.216, R^2 test: 0.231
best alpha via bootstrap CV: 0.1
AUC Train: 0.767, Explained Variance Score Train: 0.216
AUC Validation: 0.764, Explained Variance Score Validation: 0.239
AUC Test: 0.728, Explained Variance Score Test: 0.239
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.233, R^2 test: 0.236
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.233, R^2 test: 0.236
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.233, R^2 test: 0.237
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.219, R^2 test: 0.234
best alpha via bootstrap CV: 0.01
AUC Train: 0.757, Explained Variance Score Train: 0.233
AUC Validation: 0.696, Explained Variance Score Validation: 0.234
AUC Test: 0.728, Explained Variance Score Test: 0.237
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.292, R^2 test: 0.164
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.292, R^2 test: 0.166
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.292, R^2 test: 0.168
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.284, R^2 test: 0.203
best alpha via bootstrap CV: 0.1
AUC Train: 0.762, Explained Variance Score Train: 0.284
AUC Validation: 0.734, Explained Variance Score Validation: 0.265
AUC Test: 0.728, Explained Variance Score Test: 0.227
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.268, R^2 test: 0.239
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.268, R^2 test: 0.239
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.268, R^2 test: 0.238
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.254, R^2 test: 0.224
best alpha via bootstrap CV: 0.001
AUC Train: 0.714, Explained Variance Score Train: 0.268
AUC Validation: 0.761, Explained Variance Score Validation: 0.206
AUC Test: 0.728, Explained Variance Score Test: 0.239
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.328, R^2 test: 0.230
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.328, R^2 test: 0.231
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.328, R^2 test: 0.231
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.319, R^2 test: 0.234
best alpha via bootstrap CV: 0.1
AUC Train: 0.774, Explained Variance Score Train: 0.319
AUC Validation: 0.838, Explained Variance Score Validation: 0.332
AUC Test: 0.728, Explained Variance Score Test: 0.239
total variables 1 and total subjects: 1751
->AUC validation: 0.752 95% CI: [0.721 , 0.783]
->AUC test: 0.728 95% CI: [0.728 , 0.728]
->Explained Variance (R2) validation: 0.241 95% CI: [0.197 , 0.286]
->Explained Variance (R2) test: 0.237 95% CI: [0.235 , 0.240]
Test set metrics:
@threshold:1.276, sens:0.000, spec:1.000, ppv:0.000, acc:0.806, f1:0.000, total+:0, total-:350
@threshold:0.826, sens:0.088, spec:1.000, ppv:1.000, acc:0.823, f1:0.162, total+:6, total-:344
@threshold:0.787, sens:0.103, spec:1.000, ppv:1.000, acc:0.826, f1:0.187, total+:7, total-:343
@threshold:0.751, sens:0.103, spec:0.996, ppv:0.875, acc:0.823, f1:0.184, total+:8, total-:342
@threshold:0.721, sens:0.118, spec:0.996, ppv:0.889, acc:0.826, f1:0.208, total+:9, total-:341
@threshold:0.640, sens:0.162, spec:0.993, ppv:0.846, acc:0.831, f1:0.272, total+:13, total-:337
@threshold:0.632, sens:0.176, spec:0.993, ppv:0.857, acc:0.834, f1:0.293, total+:14, total-:336
@threshold:0.607, sens:0.191, spec:0.989, ppv:0.812, acc:0.834, f1:0.310, total+:16, total-:334
@threshold:0.592, sens:0.206, spec:0.989, ppv:0.824, acc:0.837, f1:0.329, total+:17, total-:333
@threshold:0.577, sens:0.206, spec:0.986, ppv:0.778, acc:0.834, f1:0.326, total+:18, total-:332
@threshold:0.573, sens:0.221, spec:0.986, ppv:0.789, acc:0.837, f1:0.345, total+:19, total-:331
@threshold:0.535, sens:0.221, spec:0.982, ppv:0.750, acc:0.834, f1:0.341, total+:20, total-:330
@threshold:0.532, sens:0.235, spec:0.982, ppv:0.762, acc:0.837, f1:0.360, total+:21, total-:329
@threshold:0.532, sens:0.235, spec:0.979, ppv:0.727, acc:0.834, f1:0.356, total+:22, total-:328
@threshold:0.510, sens:0.250, spec:0.979, ppv:0.739, acc:0.837, f1:0.374, total+:23, total-:327
@threshold:0.491, sens:0.250, spec:0.975, ppv:0.708, acc:0.834, f1:0.370, total+:24, total-:326
@threshold:0.489, sens:0.265, spec:0.975, ppv:0.720, acc:0.837, f1:0.387, total+:25, total-:325
@threshold:0.459, sens:0.265, spec:0.961, ppv:0.621, acc:0.826, f1:0.371, total+:29, total-:321
@threshold:0.452, sens:0.279, spec:0.957, ppv:0.613, acc:0.826, f1:0.384, total+:31, total-:319
@threshold:0.424, sens:0.294, spec:0.957, ppv:0.625, acc:0.829, f1:0.400, total+:32, total-:318
@threshold:0.422, sens:0.309, spec:0.954, ppv:0.618, acc:0.829, f1:0.412, total+:34, total-:316
@threshold:0.400, sens:0.324, spec:0.950, ppv:0.611, acc:0.829, f1:0.423, total+:36, total-:314
@threshold:0.348, sens:0.338, spec:0.929, ppv:0.535, acc:0.814, f1:0.414, total+:43, total-:307
@threshold:0.323, sens:0.338, spec:0.926, ppv:0.523, acc:0.811, f1:0.411, total+:44, total-:306
@threshold:0.306, sens:0.338, spec:0.915, ppv:0.489, acc:0.803, f1:0.400, total+:47, total-:303
@threshold:0.306, sens:0.338, spec:0.911, ppv:0.479, acc:0.800, f1:0.397, total+:48, total-:302
@threshold:0.303, sens:0.353, spec:0.908, ppv:0.480, acc:0.800, f1:0.407, total+:50, total-:300
@threshold:0.287, sens:0.368, spec:0.904, ppv:0.481, acc:0.800, f1:0.417, total+:52, total-:298
@threshold:0.277, sens:0.368, spec:0.901, ppv:0.472, acc:0.797, f1:0.413, total+:53, total-:297
@threshold:0.274, sens:0.382, spec:0.901, ppv:0.481, acc:0.800, f1:0.426, total+:54, total-:296
@threshold:0.264, sens:0.382, spec:0.897, ppv:0.473, acc:0.797, f1:0.423, total+:55, total-:295
@threshold:0.232, sens:0.397, spec:0.879, ppv:0.443, acc:0.786, f1:0.419, total+:61, total-:289
@threshold:0.215, sens:0.397, spec:0.876, ppv:0.435, acc:0.783, f1:0.415, total+:62, total-:288
@threshold:0.212, sens:0.412, spec:0.876, ppv:0.444, acc:0.786, f1:0.427, total+:63, total-:287
@threshold:0.186, sens:0.412, spec:0.872, ppv:0.438, acc:0.783, f1:0.424, total+:64, total-:286
@threshold:0.183, sens:0.426, spec:0.872, ppv:0.446, acc:0.786, f1:0.436, total+:65, total-:285
@threshold:0.180, sens:0.441, spec:0.865, ppv:0.441, acc:0.783, f1:0.441, total+:68, total-:282
@threshold:0.145, sens:0.456, spec:0.858, ppv:0.437, acc:0.780, f1:0.446, total+:71, total-:279
@threshold:0.143, sens:0.471, spec:0.855, ppv:0.438, acc:0.780, f1:0.454, total+:73, total-:277
@threshold:0.119, sens:0.485, spec:0.833, ppv:0.412, acc:0.766, f1:0.446, total+:80, total-:270
@threshold:0.110, sens:0.500, spec:0.830, ppv:0.415, acc:0.766, f1:0.453, total+:82, total-:268
@threshold:0.101, sens:0.515, spec:0.830, ppv:0.422, acc:0.769, f1:0.464, total+:83, total-:267
@threshold:0.099, sens:0.515, spec:0.826, ppv:0.417, acc:0.766, f1:0.461, total+:84, total-:266
@threshold:0.099, sens:0.544, spec:0.819, ppv:0.420, acc:0.766, f1:0.474, total+:88, total-:262
@threshold:0.061, sens:0.544, spec:0.798, ppv:0.394, acc:0.749, f1:0.457, total+:94, total-:256
@threshold:0.055, sens:0.544, spec:0.794, ppv:0.389, acc:0.746, f1:0.454, total+:95, total-:255
@threshold:-0.061, sens:0.559, spec:0.709, ppv:0.317, acc:0.680, f1:0.404, total+:120, total-:230
@threshold:-0.061, sens:0.559, spec:0.706, ppv:0.314, acc:0.677, f1:0.402, total+:121, total-:229
@threshold:-0.073, sens:0.574, spec:0.688, ppv:0.307, acc:0.666, f1:0.400, total+:127, total-:223
@threshold:-0.076, sens:0.574, spec:0.684, ppv:0.305, acc:0.663, f1:0.398, total+:128, total-:222
@threshold:-0.076, sens:0.588, spec:0.684, ppv:0.310, acc:0.666, f1:0.406, total+:129, total-:221
@threshold:-0.093, sens:0.779, spec:0.454, ppv:0.256, acc:0.517, f1:0.385, total+:207, total-:143
@threshold:-0.102, sens:0.794, spec:0.450, ppv:0.258, acc:0.517, f1:0.390, total+:209, total-:141
@threshold:-0.107, sens:0.809, spec:0.450, ppv:0.262, acc:0.520, f1:0.396, total+:210, total-:140
@threshold:-0.112, sens:0.838, spec:0.447, ppv:0.268, acc:0.523, f1:0.406, total+:213, total-:137
@threshold:-0.121, sens:0.853, spec:0.443, ppv:0.270, acc:0.523, f1:0.410, total+:215, total-:135
@threshold:-0.121, sens:0.853, spec:0.440, ppv:0.269, acc:0.520, f1:0.408, total+:216, total-:134
@threshold:-0.144, sens:0.868, spec:0.426, ppv:0.267, acc:0.511, f1:0.408, total+:221, total-:129
@threshold:-0.151, sens:0.868, spec:0.422, ppv:0.266, acc:0.509, f1:0.407, total+:222, total-:128
@threshold:-0.167, sens:0.882, spec:0.415, ppv:0.267, acc:0.506, f1:0.410, total+:225, total-:125
@threshold:-0.182, sens:0.882, spec:0.411, ppv:0.265, acc:0.503, f1:0.408, total+:226, total-:124
@threshold:-0.200, sens:0.897, spec:0.401, ppv:0.265, acc:0.497, f1:0.409, total+:230, total-:120
@threshold:-0.200, sens:0.897, spec:0.397, ppv:0.264, acc:0.494, f1:0.408, total+:231, total-:119
@threshold:-0.203, sens:0.897, spec:0.383, ppv:0.260, acc:0.483, f1:0.403, total+:235, total-:115
@threshold:-0.214, sens:0.897, spec:0.379, ppv:0.258, acc:0.480, f1:0.401, total+:236, total-:114
@threshold:-0.229, sens:0.897, spec:0.369, ppv:0.255, acc:0.471, f1:0.397, total+:239, total-:111
@threshold:-0.253, sens:0.897, spec:0.326, ppv:0.243, acc:0.437, f1:0.382, total+:251, total-:99
@threshold:-0.258, sens:0.897, spec:0.323, ppv:0.242, acc:0.434, f1:0.381, total+:252, total-:98
@threshold:-0.260, sens:0.912, spec:0.316, ppv:0.243, acc:0.431, f1:0.384, total+:255, total-:95
@threshold:-0.263, sens:0.926, spec:0.316, ppv:0.246, acc:0.434, f1:0.389, total+:256, total-:94
@threshold:-0.268, sens:0.926, spec:0.312, ppv:0.245, acc:0.431, f1:0.388, total+:257, total-:93
@threshold:-0.282, sens:0.941, spec:0.298, ppv:0.244, acc:0.423, f1:0.388, total+:262, total-:88
@threshold:-0.286, sens:0.941, spec:0.294, ppv:0.243, acc:0.420, f1:0.387, total+:263, total-:87
@threshold:-0.433, sens:0.956, spec:0.188, ppv:0.221, acc:0.337, f1:0.359, total+:294, total-:56
@threshold:-0.451, sens:0.956, spec:0.184, ppv:0.220, acc:0.334, f1:0.358, total+:295, total-:55
@threshold:-0.515, sens:0.956, spec:0.131, ppv:0.210, acc:0.291, f1:0.344, total+:310, total-:40
@threshold:-0.519, sens:0.956, spec:0.128, ppv:0.209, acc:0.289, f1:0.343, total+:311, total-:39
@threshold:-0.541, sens:0.956, spec:0.106, ppv:0.205, acc:0.271, f1:0.338, total+:317, total-:33
@threshold:-0.543, sens:0.956, spec:0.103, ppv:0.204, acc:0.269, f1:0.337, total+:318, total-:32
@threshold:-0.589, sens:0.971, spec:0.092, ppv:0.205, acc:0.263, f1:0.338, total+:322, total-:28
@threshold:-0.590, sens:0.971, spec:0.089, ppv:0.204, acc:0.260, f1:0.338, total+:323, total-:27
@threshold:-0.620, sens:0.985, spec:0.071, ppv:0.204, acc:0.249, f1:0.338, total+:329, total-:21
@threshold:-0.623, sens:0.985, spec:0.067, ppv:0.203, acc:0.246, f1:0.337, total+:330, total-:20
@threshold:-1.370, sens:1.000, spec:0.004, ppv:0.195, acc:0.197, f1:0.326, total+:349, total-:1
* Vital: Wt for Length ZScore-avg19to24 | coef 0.523 95% CI: [0.493 , 0.553] | OR_adj 1.687 [1.637 1.738] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.728
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 0.522807500149
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_index_no_min_wfl_latest
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_results_no_min_wfl_latest
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_models_no_min_wfl_latest.pkl
-----------------------------------------------------
boys no_min wfl_latest randomforest
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.658, R^2 test: 0.065
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.477, R^2 test: 0.159
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.323, R^2 test: 0.230
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.282, R^2 test: 0.248
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.771, Explained Variance Score Train: 0.282
AUC Validation: 0.776, Explained Variance Score Validation: 0.260
AUC Test: 0.750, Explained Variance Score Test: 0.253
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.607, R^2 test: -0.096
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.466, R^2 test: 0.073
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.324, R^2 test: 0.222
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.271, R^2 test: 0.254
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.796, Explained Variance Score Train: 0.271
AUC Validation: 0.728, Explained Variance Score Validation: 0.201
AUC Test: 0.750, Explained Variance Score Test: 0.257
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.617, R^2 test: -0.015
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.491, R^2 test: 0.119
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.376, R^2 test: 0.181
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.346, R^2 test: 0.187
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.806, Explained Variance Score Train: 0.346
AUC Validation: 0.649, Explained Variance Score Validation: 0.069
AUC Test: 0.716, Explained Variance Score Test: 0.190
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.824, R^2 test: 0.089
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.692, R^2 test: 0.161
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.560, R^2 test: 0.219
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.525, R^2 test: 0.227
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.825, Explained Variance Score Train: 0.525
AUC Validation: 0.668, Explained Variance Score Validation: -0.004
AUC Test: 0.767, Explained Variance Score Test: 0.227
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.643, R^2 test: 0.057
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.499, R^2 test: 0.139
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.362, R^2 test: 0.181
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.334, R^2 test: 0.189
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.798, Explained Variance Score Train: 0.334
AUC Validation: 0.635, Explained Variance Score Validation: 0.101
AUC Test: 0.722, Explained Variance Score Test: 0.192
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.676, R^2 test: 0.085
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.543, R^2 test: 0.153
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.386, R^2 test: 0.227
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.353, R^2 test: 0.246
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.774, Explained Variance Score Train: 0.353
AUC Validation: 0.745, Explained Variance Score Validation: 0.118
AUC Test: 0.745, Explained Variance Score Test: 0.253
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.647, R^2 test: 0.114
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.452, R^2 test: 0.207
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.323, R^2 test: 0.244
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.295, R^2 test: 0.253
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.795, Explained Variance Score Train: 0.295
AUC Validation: 0.805, Explained Variance Score Validation: 0.193
AUC Test: 0.759, Explained Variance Score Test: 0.268
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.698, R^2 test: -0.094
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.534, R^2 test: 0.057
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.382, R^2 test: 0.193
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.334, R^2 test: 0.228
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.770, Explained Variance Score Train: 0.334
AUC Validation: 0.692, Explained Variance Score Validation: 0.129
AUC Test: 0.728, Explained Variance Score Test: 0.230
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.620, R^2 test: 0.060
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.506, R^2 test: 0.108
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.383, R^2 test: 0.164
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.348, R^2 test: 0.178
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.840, Explained Variance Score Train: 0.348
AUC Validation: 0.658, Explained Variance Score Validation: 0.157
AUC Test: 0.736, Explained Variance Score Test: 0.208
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.729, R^2 test: 0.058
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.552, R^2 test: 0.146
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.364, R^2 test: 0.259
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.311, R^2 test: 0.269
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.802, Explained Variance Score Train: 0.311
AUC Validation: 0.673, Explained Variance Score Validation: 0.201
AUC Test: 0.760, Explained Variance Score Test: 0.270
total variables 1 and total subjects: 1751
->AUC validation: 0.703 95% CI: [0.669 , 0.737]
->AUC test: 0.743 95% CI: [0.733 , 0.753]
->Explained Variance (R2) validation: 0.142 95% CI: [0.097 , 0.187]
->Explained Variance (R2) test: 0.235 95% CI: [0.217 , 0.252]
Test set metrics:
@threshold:1.900, sens:0.000, spec:1.000, ppv:0.000, acc:0.749, f1:0.000, total+:0, total-:350
@threshold:0.900, sens:0.000, spec:1.000, ppv:0.000, acc:0.749, f1:0.000, total+:0, total-:350
@threshold:0.900, sens:0.148, spec:0.985, ppv:0.765, acc:0.774, f1:0.248, total+:17, total-:333
@threshold:0.889, sens:0.182, spec:0.985, ppv:0.800, acc:0.783, f1:0.296, total+:20, total-:330
@threshold:0.853, sens:0.182, spec:0.981, ppv:0.762, acc:0.780, f1:0.294, total+:21, total-:329
@threshold:0.853, sens:0.182, spec:0.973, ppv:0.696, acc:0.774, f1:0.288, total+:23, total-:327
@threshold:0.852, sens:0.193, spec:0.969, ppv:0.680, acc:0.774, f1:0.301, total+:25, total-:325
@threshold:0.851, sens:0.205, spec:0.969, ppv:0.692, acc:0.777, f1:0.316, total+:26, total-:324
@threshold:0.838, sens:0.205, spec:0.966, ppv:0.667, acc:0.774, f1:0.313, total+:27, total-:323
@threshold:0.824, sens:0.216, spec:0.958, ppv:0.633, acc:0.771, f1:0.322, total+:30, total-:320
@threshold:0.824, sens:0.216, spec:0.954, ppv:0.613, acc:0.769, f1:0.319, total+:31, total-:319
@threshold:0.807, sens:0.227, spec:0.943, ppv:0.571, acc:0.763, f1:0.325, total+:35, total-:315
@threshold:0.766, sens:0.227, spec:0.939, ppv:0.556, acc:0.760, f1:0.323, total+:36, total-:314
@threshold:0.757, sens:0.239, spec:0.939, ppv:0.568, acc:0.763, f1:0.336, total+:37, total-:313
@threshold:0.753, sens:0.239, spec:0.931, ppv:0.538, acc:0.757, f1:0.331, total+:39, total-:311
@threshold:0.732, sens:0.261, spec:0.927, ppv:0.548, acc:0.760, f1:0.354, total+:42, total-:308
@threshold:0.723, sens:0.261, spec:0.924, ppv:0.535, acc:0.757, f1:0.351, total+:43, total-:307
@threshold:0.712, sens:0.284, spec:0.924, ppv:0.556, acc:0.763, f1:0.376, total+:45, total-:305
@threshold:0.711, sens:0.284, spec:0.920, ppv:0.543, acc:0.760, f1:0.373, total+:46, total-:304
@threshold:0.639, sens:0.318, spec:0.920, ppv:0.571, acc:0.769, f1:0.409, total+:49, total-:301
@threshold:0.636, sens:0.330, spec:0.920, ppv:0.580, acc:0.771, f1:0.420, total+:50, total-:300
@threshold:0.381, sens:0.330, spec:0.916, ppv:0.569, acc:0.769, f1:0.417, total+:51, total-:299
@threshold:0.316, sens:0.341, spec:0.908, ppv:0.556, acc:0.766, f1:0.423, total+:54, total-:296
@threshold:0.309, sens:0.341, spec:0.901, ppv:0.536, acc:0.760, f1:0.417, total+:56, total-:294
@threshold:0.308, sens:0.341, spec:0.897, ppv:0.526, acc:0.757, f1:0.414, total+:57, total-:293
@threshold:0.307, sens:0.352, spec:0.885, ppv:0.508, acc:0.751, f1:0.416, total+:61, total-:289
@threshold:0.306, sens:0.375, spec:0.874, ppv:0.500, acc:0.749, f1:0.429, total+:66, total-:284
@threshold:0.303, sens:0.375, spec:0.866, ppv:0.485, acc:0.743, f1:0.423, total+:68, total-:282
@threshold:0.241, sens:0.398, spec:0.863, ppv:0.493, acc:0.746, f1:0.440, total+:71, total-:279
@threshold:0.215, sens:0.409, spec:0.863, ppv:0.500, acc:0.749, f1:0.450, total+:72, total-:278
@threshold:0.198, sens:0.409, spec:0.855, ppv:0.486, acc:0.743, f1:0.444, total+:74, total-:276
@threshold:0.197, sens:0.420, spec:0.855, ppv:0.493, acc:0.746, f1:0.454, total+:75, total-:275
@threshold:0.032, sens:0.443, spec:0.855, ppv:0.506, acc:0.751, f1:0.473, total+:77, total-:273
@threshold:0.027, sens:0.443, spec:0.851, ppv:0.500, acc:0.749, f1:0.470, total+:78, total-:272
@threshold:-0.014, sens:0.455, spec:0.851, ppv:0.506, acc:0.751, f1:0.479, total+:79, total-:271
@threshold:-0.014, sens:0.466, spec:0.844, ppv:0.500, acc:0.749, f1:0.482, total+:82, total-:268
@threshold:-0.035, sens:0.477, spec:0.840, ppv:0.500, acc:0.749, f1:0.488, total+:84, total-:266
@threshold:-0.043, sens:0.489, spec:0.840, ppv:0.506, acc:0.751, f1:0.497, total+:85, total-:265
@threshold:-0.060, sens:0.511, spec:0.836, ppv:0.511, acc:0.754, f1:0.511, total+:88, total-:262
@threshold:-0.093, sens:0.523, spec:0.836, ppv:0.517, acc:0.757, f1:0.520, total+:89, total-:261
@threshold:-0.094, sens:0.545, spec:0.828, ppv:0.516, acc:0.757, f1:0.530, total+:93, total-:257
@threshold:-0.097, sens:0.545, spec:0.824, ppv:0.511, acc:0.754, f1:0.527, total+:94, total-:256
@threshold:-0.102, sens:0.557, spec:0.821, ppv:0.510, acc:0.754, f1:0.533, total+:96, total-:254
@threshold:-0.102, sens:0.557, spec:0.817, ppv:0.505, acc:0.751, f1:0.530, total+:97, total-:253
@threshold:-0.103, sens:0.568, spec:0.817, ppv:0.510, acc:0.754, f1:0.538, total+:98, total-:252
@threshold:-0.127, sens:0.614, spec:0.817, ppv:0.529, acc:0.766, f1:0.568, total+:102, total-:248
@threshold:-0.155, sens:0.750, spec:0.603, ppv:0.388, acc:0.640, f1:0.512, total+:170, total-:180
@threshold:-0.168, sens:0.761, spec:0.599, ppv:0.390, acc:0.640, f1:0.515, total+:172, total-:178
@threshold:-0.171, sens:0.761, spec:0.584, ppv:0.381, acc:0.629, f1:0.508, total+:176, total-:174
@threshold:-0.174, sens:0.761, spec:0.580, ppv:0.379, acc:0.626, f1:0.506, total+:177, total-:173
@threshold:-0.179, sens:0.773, spec:0.576, ppv:0.380, acc:0.626, f1:0.509, total+:179, total-:171
@threshold:-0.183, sens:0.773, spec:0.573, ppv:0.378, acc:0.623, f1:0.507, total+:180, total-:170
@threshold:-0.190, sens:0.784, spec:0.561, ppv:0.375, acc:0.617, f1:0.507, total+:184, total-:166
@threshold:-0.201, sens:0.784, spec:0.557, ppv:0.373, acc:0.614, f1:0.505, total+:185, total-:165
@threshold:-0.271, sens:0.784, spec:0.515, ppv:0.352, acc:0.583, f1:0.486, total+:196, total-:154
@threshold:-0.271, sens:0.784, spec:0.511, ppv:0.350, acc:0.580, f1:0.484, total+:197, total-:153
@threshold:-0.273, sens:0.795, spec:0.511, ppv:0.354, acc:0.583, f1:0.490, total+:198, total-:152
@threshold:-0.275, sens:0.795, spec:0.508, ppv:0.352, acc:0.580, f1:0.488, total+:199, total-:151
@threshold:-0.309, sens:0.807, spec:0.504, ppv:0.353, acc:0.580, f1:0.491, total+:201, total-:149
@threshold:-0.313, sens:0.807, spec:0.496, ppv:0.350, acc:0.574, f1:0.488, total+:203, total-:147
@threshold:-0.315, sens:0.818, spec:0.489, ppv:0.350, acc:0.571, f1:0.490, total+:206, total-:144
@threshold:-0.318, sens:0.818, spec:0.485, ppv:0.348, acc:0.569, f1:0.488, total+:207, total-:143
@threshold:-0.321, sens:0.830, spec:0.485, ppv:0.351, acc:0.571, f1:0.493, total+:208, total-:142
@threshold:-0.322, sens:0.830, spec:0.481, ppv:0.349, acc:0.569, f1:0.492, total+:209, total-:141
@threshold:-0.322, sens:0.841, spec:0.481, ppv:0.352, acc:0.571, f1:0.497, total+:210, total-:140
@threshold:-0.324, sens:0.841, spec:0.469, ppv:0.347, acc:0.563, f1:0.492, total+:213, total-:137
@threshold:-0.330, sens:0.841, spec:0.454, ppv:0.341, acc:0.551, f1:0.485, total+:217, total-:133
@threshold:-0.331, sens:0.841, spec:0.450, ppv:0.339, acc:0.549, f1:0.484, total+:218, total-:132
@threshold:-0.335, sens:0.852, spec:0.427, ppv:0.333, acc:0.534, f1:0.479, total+:225, total-:125
@threshold:-0.335, sens:0.852, spec:0.424, ppv:0.332, acc:0.531, f1:0.478, total+:226, total-:124
@threshold:-0.379, sens:0.864, spec:0.412, ppv:0.330, acc:0.526, f1:0.478, total+:230, total-:120
@threshold:-0.379, sens:0.864, spec:0.408, ppv:0.329, acc:0.523, f1:0.476, total+:231, total-:119
@threshold:-0.383, sens:0.864, spec:0.397, ppv:0.325, acc:0.514, f1:0.472, total+:234, total-:116
@threshold:-0.383, sens:0.864, spec:0.393, ppv:0.323, acc:0.511, f1:0.471, total+:235, total-:115
@threshold:-0.385, sens:0.864, spec:0.378, ppv:0.318, acc:0.500, f1:0.465, total+:239, total-:111
@threshold:-0.385, sens:0.864, spec:0.374, ppv:0.317, acc:0.497, f1:0.463, total+:240, total-:110
@threshold:-0.386, sens:0.864, spec:0.359, ppv:0.311, acc:0.486, f1:0.458, total+:244, total-:106
@threshold:-0.416, sens:0.864, spec:0.317, ppv:0.298, acc:0.454, f1:0.443, total+:255, total-:95
@threshold:-0.416, sens:0.864, spec:0.313, ppv:0.297, acc:0.451, f1:0.442, total+:256, total-:94
@threshold:-0.417, sens:0.864, spec:0.305, ppv:0.295, acc:0.446, f1:0.439, total+:258, total-:92
@threshold:-0.430, sens:0.875, spec:0.294, ppv:0.294, acc:0.440, f1:0.440, total+:262, total-:88
@threshold:-0.433, sens:0.875, spec:0.290, ppv:0.293, acc:0.437, f1:0.439, total+:263, total-:87
@threshold:-0.434, sens:0.875, spec:0.279, ppv:0.289, acc:0.429, f1:0.435, total+:266, total-:84
@threshold:-0.442, sens:0.875, spec:0.275, ppv:0.288, acc:0.426, f1:0.434, total+:267, total-:83
@threshold:-0.442, sens:0.886, spec:0.271, ppv:0.290, acc:0.426, f1:0.437, total+:269, total-:81
@threshold:-0.442, sens:0.886, spec:0.267, ppv:0.289, acc:0.423, f1:0.436, total+:270, total-:80
@threshold:-0.448, sens:0.886, spec:0.256, ppv:0.286, acc:0.414, f1:0.432, total+:273, total-:77
@threshold:-0.452, sens:0.886, spec:0.252, ppv:0.285, acc:0.411, f1:0.431, total+:274, total-:76
@threshold:-0.458, sens:0.886, spec:0.244, ppv:0.283, acc:0.406, f1:0.429, total+:276, total-:74
@threshold:-0.459, sens:0.898, spec:0.244, ppv:0.285, acc:0.409, f1:0.433, total+:277, total-:73
@threshold:-0.476, sens:0.898, spec:0.240, ppv:0.284, acc:0.406, f1:0.432, total+:278, total-:72
@threshold:-0.476, sens:0.898, spec:0.233, ppv:0.282, acc:0.400, f1:0.429, total+:280, total-:70
@threshold:-0.476, sens:0.898, spec:0.229, ppv:0.281, acc:0.397, f1:0.428, total+:281, total-:69
@threshold:-0.478, sens:0.898, spec:0.218, ppv:0.278, acc:0.389, f1:0.425, total+:284, total-:66
@threshold:-0.478, sens:0.909, spec:0.218, ppv:0.281, acc:0.391, f1:0.429, total+:285, total-:65
@threshold:-0.483, sens:0.909, spec:0.214, ppv:0.280, acc:0.389, f1:0.428, total+:286, total-:64
@threshold:-0.488, sens:0.920, spec:0.195, ppv:0.277, acc:0.377, f1:0.426, total+:292, total-:58
@threshold:-0.499, sens:0.920, spec:0.191, ppv:0.276, acc:0.374, f1:0.425, total+:293, total-:57
@threshold:-0.500, sens:0.932, spec:0.191, ppv:0.279, acc:0.377, f1:0.429, total+:294, total-:56
@threshold:-0.505, sens:0.932, spec:0.187, ppv:0.278, acc:0.374, f1:0.428, total+:295, total-:55
@threshold:-0.517, sens:0.932, spec:0.168, ppv:0.273, acc:0.360, f1:0.423, total+:300, total-:50
@threshold:-0.518, sens:0.932, spec:0.164, ppv:0.272, acc:0.357, f1:0.422, total+:301, total-:49
@threshold:-0.533, sens:0.932, spec:0.153, ppv:0.270, acc:0.349, f1:0.418, total+:304, total-:46
@threshold:-0.537, sens:0.932, spec:0.149, ppv:0.269, acc:0.346, f1:0.417, total+:305, total-:45
@threshold:-0.539, sens:0.943, spec:0.149, ppv:0.271, acc:0.349, f1:0.421, total+:306, total-:44
@threshold:-0.545, sens:0.943, spec:0.130, ppv:0.267, acc:0.334, f1:0.416, total+:311, total-:39
@threshold:-0.546, sens:0.943, spec:0.126, ppv:0.266, acc:0.331, f1:0.415, total+:312, total-:38
@threshold:-0.546, sens:0.966, spec:0.122, ppv:0.270, acc:0.334, f1:0.422, total+:315, total-:35
@threshold:-0.579, sens:0.966, spec:0.118, ppv:0.269, acc:0.331, f1:0.421, total+:316, total-:34
@threshold:-0.614, sens:0.966, spec:0.095, ppv:0.264, acc:0.314, f1:0.415, total+:322, total-:28
@threshold:-0.645, sens:0.966, spec:0.092, ppv:0.263, acc:0.311, f1:0.414, total+:323, total-:27
@threshold:-0.656, sens:0.977, spec:0.088, ppv:0.265, acc:0.311, f1:0.416, total+:325, total-:25
@threshold:-0.657, sens:0.977, spec:0.080, ppv:0.263, acc:0.306, f1:0.414, total+:327, total-:23
@threshold:-0.658, sens:0.977, spec:0.076, ppv:0.262, acc:0.303, f1:0.413, total+:328, total-:22
@threshold:-1.012, sens:0.989, spec:0.053, ppv:0.260, acc:0.289, f1:0.411, total+:335, total-:15
@threshold:-1.014, sens:0.989, spec:0.050, ppv:0.259, acc:0.286, f1:0.410, total+:336, total-:14
@threshold:-1.015, sens:0.989, spec:0.008, ppv:0.251, acc:0.254, f1:0.400, total+:347, total-:3
@threshold:-1.015, sens:0.989, spec:0.004, ppv:0.250, acc:0.251, f1:0.399, total+:348, total-:2
@threshold:-1.016, sens:1.000, spec:0.004, ppv:0.252, acc:0.254, f1:0.403, total+:349, total-:1
* Vital: Wt for Length ZScore-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.767
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 1.0
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_index_no_min_wfl_latest
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_results_no_min_wfl_latest
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_models_no_min_wfl_latest.pkl
-----------------------------------------------------
boys no_min wfl_latest gradientboost
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.258, R^2 test: 0.161
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.258, R^2 test: 0.161
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.258, R^2 test: 0.161
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.797, Explained Variance Score Train: 0.290
AUC Validation: 0.768, Explained Variance Score Validation: 0.164
AUC Test: 0.684, Explained Variance Score Test: 0.203
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.295, R^2 test: 0.138
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.295, R^2 test: 0.138
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.295, R^2 test: 0.138
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.785, Explained Variance Score Train: 0.323
AUC Validation: 0.788, Explained Variance Score Validation: 0.130
AUC Test: 0.700, Explained Variance Score Test: 0.192
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.427, R^2 test: 0.144
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.427, R^2 test: 0.144
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.427, R^2 test: 0.144
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.792, Explained Variance Score Train: 0.456
AUC Validation: 0.739, Explained Variance Score Validation: -0.156
AUC Test: 0.698, Explained Variance Score Test: 0.154
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.338, R^2 test: 0.159
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.340, R^2 test: 0.157
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.340, R^2 test: 0.157
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.819, Explained Variance Score Train: 0.377
AUC Validation: 0.821, Explained Variance Score Validation: 0.260
AUC Test: 0.742, Explained Variance Score Test: 0.172
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.175
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: 0.175
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: 0.175
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.832, Explained Variance Score Train: 0.453
AUC Validation: 0.772, Explained Variance Score Validation: 0.214
AUC Test: 0.719, Explained Variance Score Test: 0.211
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.260, R^2 test: 0.133
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.260, R^2 test: 0.133
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.260, R^2 test: 0.133
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.806, Explained Variance Score Train: 0.298
AUC Validation: 0.778, Explained Variance Score Validation: 0.139
AUC Test: 0.708, Explained Variance Score Test: 0.182
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.158
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.413, R^2 test: 0.156
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.422, R^2 test: 0.144
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.895, Explained Variance Score Train: 0.428
AUC Validation: 0.680, Explained Variance Score Validation: 0.127
AUC Test: 0.690, Explained Variance Score Test: 0.162
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.405, R^2 test: 0.176
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.405, R^2 test: 0.176
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.405, R^2 test: 0.176
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.791, Explained Variance Score Train: 0.432
AUC Validation: 0.727, Explained Variance Score Validation: 0.245
AUC Test: 0.714, Explained Variance Score Test: 0.206
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.332, R^2 test: 0.214
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.332, R^2 test: 0.214
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.332, R^2 test: 0.214
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.826, Explained Variance Score Train: 0.372
AUC Validation: 0.707, Explained Variance Score Validation: 0.180
AUC Test: 0.728, Explained Variance Score Test: 0.230
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.329, R^2 test: 0.191
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.329, R^2 test: 0.191
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.329, R^2 test: 0.191
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.805, Explained Variance Score Train: 0.353
AUC Validation: 0.696, Explained Variance Score Validation: 0.147
AUC Test: 0.743, Explained Variance Score Test: 0.233
total variables 1 and total subjects: 1751
->AUC validation: 0.748 95% CI: [0.721 , 0.774]
->AUC test: 0.713 95% CI: [0.701 , 0.725]
->Explained Variance (R2) validation: 0.145 95% CI: [0.077 , 0.213]
->Explained Variance (R2) test: 0.195 95% CI: [0.179 , 0.211]
Test set metrics:
@threshold:3.238, sens:0.000, spec:1.000, ppv:0.000, acc:0.789, f1:0.000, total+:0, total-:350
@threshold:3.080, sens:0.014, spec:1.000, ppv:1.000, acc:0.791, f1:0.027, total+:1, total-:349
@threshold:2.346, sens:0.081, spec:1.000, ppv:1.000, acc:0.806, f1:0.150, total+:6, total-:344
@threshold:2.342, sens:0.081, spec:0.996, ppv:0.857, acc:0.803, f1:0.148, total+:7, total-:343
@threshold:1.184, sens:0.095, spec:0.989, ppv:0.700, acc:0.800, f1:0.167, total+:10, total-:340
@threshold:0.626, sens:0.095, spec:0.986, ppv:0.636, acc:0.797, f1:0.165, total+:11, total-:339
@threshold:0.369, sens:0.162, spec:0.960, ppv:0.522, acc:0.791, f1:0.247, total+:23, total-:327
@threshold:0.343, sens:0.189, spec:0.957, ppv:0.538, acc:0.794, f1:0.280, total+:26, total-:324
@threshold:0.330, sens:0.189, spec:0.946, ppv:0.483, acc:0.786, f1:0.272, total+:29, total-:321
@threshold:0.320, sens:0.203, spec:0.946, ppv:0.500, acc:0.789, f1:0.288, total+:30, total-:320
@threshold:0.303, sens:0.216, spec:0.938, ppv:0.485, acc:0.786, f1:0.299, total+:33, total-:317
@threshold:0.291, sens:0.257, spec:0.928, ppv:0.487, acc:0.786, f1:0.336, total+:39, total-:311
@threshold:0.245, sens:0.270, spec:0.920, ppv:0.476, acc:0.783, f1:0.345, total+:42, total-:308
@threshold:0.046, sens:0.284, spec:0.917, ppv:0.477, acc:0.783, f1:0.356, total+:44, total-:306
@threshold:0.040, sens:0.297, spec:0.899, ppv:0.440, acc:0.771, f1:0.355, total+:50, total-:300
@threshold:0.031, sens:0.365, spec:0.888, ppv:0.466, acc:0.777, f1:0.409, total+:58, total-:292
@threshold:0.026, sens:0.446, spec:0.880, ppv:0.500, acc:0.789, f1:0.471, total+:66, total-:284
@threshold:-0.013, sens:0.473, spec:0.855, ppv:0.467, acc:0.774, f1:0.470, total+:75, total-:275
@threshold:-0.015, sens:0.486, spec:0.837, ppv:0.444, acc:0.763, f1:0.465, total+:81, total-:269
@threshold:-0.029, sens:0.514, spec:0.833, ppv:0.452, acc:0.766, f1:0.481, total+:84, total-:266
@threshold:-0.060, sens:0.541, spec:0.812, ppv:0.435, acc:0.754, f1:0.482, total+:92, total-:258
@threshold:-0.065, sens:0.554, spec:0.804, ppv:0.432, acc:0.751, f1:0.485, total+:95, total-:255
@threshold:-0.129, sens:0.568, spec:0.775, ppv:0.404, acc:0.731, f1:0.472, total+:104, total-:246
@threshold:-0.239, sens:0.568, spec:0.768, ppv:0.396, acc:0.726, f1:0.467, total+:106, total-:244
@threshold:-0.243, sens:0.568, spec:0.754, ppv:0.382, acc:0.714, f1:0.457, total+:110, total-:240
@threshold:-0.247, sens:0.730, spec:0.558, ppv:0.307, acc:0.594, f1:0.432, total+:176, total-:174
@threshold:-0.276, sens:0.730, spec:0.551, ppv:0.303, acc:0.589, f1:0.429, total+:178, total-:172
@threshold:-0.278, sens:0.770, spec:0.467, ppv:0.279, acc:0.531, f1:0.410, total+:204, total-:146
@threshold:-0.298, sens:0.784, spec:0.467, ppv:0.283, acc:0.534, f1:0.416, total+:205, total-:145
@threshold:-0.299, sens:0.784, spec:0.460, ppv:0.280, acc:0.529, f1:0.413, total+:207, total-:143
@threshold:-0.330, sens:0.797, spec:0.457, ppv:0.282, acc:0.529, f1:0.417, total+:209, total-:141
@threshold:-0.333, sens:0.824, spec:0.457, ppv:0.289, acc:0.534, f1:0.428, total+:211, total-:139
@threshold:-0.402, sens:0.824, spec:0.435, ppv:0.281, acc:0.517, f1:0.419, total+:217, total-:133
@threshold:-0.429, sens:0.838, spec:0.424, ppv:0.281, acc:0.511, f1:0.420, total+:221, total-:129
@threshold:-0.462, sens:0.838, spec:0.388, ppv:0.268, acc:0.483, f1:0.407, total+:231, total-:119
@threshold:-0.462, sens:0.838, spec:0.377, ppv:0.265, acc:0.474, f1:0.403, total+:234, total-:116
@threshold:-0.464, sens:0.838, spec:0.370, ppv:0.263, acc:0.469, f1:0.400, total+:236, total-:114
@threshold:-0.464, sens:0.851, spec:0.359, ppv:0.263, acc:0.463, f1:0.401, total+:240, total-:110
@threshold:-0.475, sens:0.865, spec:0.344, ppv:0.261, acc:0.454, f1:0.401, total+:245, total-:105
@threshold:-0.511, sens:0.865, spec:0.330, ppv:0.257, acc:0.443, f1:0.396, total+:249, total-:101
@threshold:-0.513, sens:0.878, spec:0.322, ppv:0.258, acc:0.440, f1:0.399, total+:252, total-:98
@threshold:-0.523, sens:0.878, spec:0.315, ppv:0.256, acc:0.434, f1:0.396, total+:254, total-:96
@threshold:-0.526, sens:0.892, spec:0.301, ppv:0.255, acc:0.426, f1:0.396, total+:259, total-:91
@threshold:-0.533, sens:0.905, spec:0.283, ppv:0.253, acc:0.414, f1:0.395, total+:265, total-:85
@threshold:-0.534, sens:0.932, spec:0.261, ppv:0.253, acc:0.403, f1:0.398, total+:273, total-:77
@threshold:-0.581, sens:0.932, spec:0.228, ppv:0.245, acc:0.377, f1:0.388, total+:282, total-:68
@threshold:-0.582, sens:0.932, spec:0.217, ppv:0.242, acc:0.369, f1:0.384, total+:285, total-:65
@threshold:-0.583, sens:0.932, spec:0.210, ppv:0.240, acc:0.363, f1:0.382, total+:287, total-:63
@threshold:-0.584, sens:0.932, spec:0.207, ppv:0.240, acc:0.360, f1:0.381, total+:288, total-:62
@threshold:-0.589, sens:0.932, spec:0.199, ppv:0.238, acc:0.354, f1:0.379, total+:290, total-:60
@threshold:-0.601, sens:0.959, spec:0.185, ppv:0.240, acc:0.349, f1:0.384, total+:296, total-:54
@threshold:-0.661, sens:0.986, spec:0.159, ppv:0.239, acc:0.334, f1:0.385, total+:305, total-:45
@threshold:-0.726, sens:1.000, spec:0.149, ppv:0.239, acc:0.329, f1:0.386, total+:309, total-:41
@threshold:-0.802, sens:1.000, spec:0.120, ppv:0.233, acc:0.306, f1:0.379, total+:317, total-:33
@threshold:-0.866, sens:1.000, spec:0.116, ppv:0.233, acc:0.303, f1:0.378, total+:318, total-:32
@threshold:-0.868, sens:1.000, spec:0.105, ppv:0.231, acc:0.294, f1:0.375, total+:321, total-:29
@threshold:-0.868, sens:1.000, spec:0.101, ppv:0.230, acc:0.291, f1:0.374, total+:322, total-:28
@threshold:-0.907, sens:1.000, spec:0.091, ppv:0.228, acc:0.283, f1:0.371, total+:325, total-:25
@threshold:-0.948, sens:1.000, spec:0.087, ppv:0.227, acc:0.280, f1:0.370, total+:326, total-:24
@threshold:-0.989, sens:1.000, spec:0.058, ppv:0.222, acc:0.257, f1:0.363, total+:334, total-:16
@threshold:-0.990, sens:1.000, spec:0.054, ppv:0.221, acc:0.254, f1:0.362, total+:335, total-:15
@threshold:-1.010, sens:1.000, spec:0.043, ppv:0.219, acc:0.246, f1:0.359, total+:338, total-:12
@threshold:-1.203, sens:1.000, spec:0.011, ppv:0.213, acc:0.220, f1:0.352, total+:347, total-:3
* Vital: Wt for Length ZScore-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.724
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 1.0
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_index_no_min_wfl_latest
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_results_no_min_wfl_latest
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_models_no_min_wfl_latest.pkl
-----------------------------------------------------
boys no_min wfl_19_24 lasso
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.217, R^2 test: 0.214
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.217, R^2 test: 0.214
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.217, R^2 test: 0.214
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.203, R^2 test: 0.201
best alpha via bootstrap CV: 0.005
AUC Train: 0.700, Explained Variance Score Train: 0.217
AUC Validation: 0.823, Explained Variance Score Validation: 0.293
AUC Test: 0.739, Explained Variance Score Test: 0.220
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.274, R^2 test: 0.214
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.274, R^2 test: 0.214
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.274, R^2 test: 0.214
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.261, R^2 test: 0.209
best alpha via bootstrap CV: 0.01
AUC Train: 0.743, Explained Variance Score Train: 0.274
AUC Validation: 0.681, Explained Variance Score Validation: 0.089
AUC Test: 0.739, Explained Variance Score Test: 0.219
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.183, R^2 test: 0.206
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.183, R^2 test: 0.205
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.183, R^2 test: 0.204
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.169, R^2 test: 0.174
best alpha via bootstrap CV: 0.001
AUC Train: 0.757, Explained Variance Score Train: 0.183
AUC Validation: 0.815, Explained Variance Score Validation: 0.232
AUC Test: 0.739, Explained Variance Score Test: 0.207
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.262, R^2 test: 0.219
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.262, R^2 test: 0.219
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.261, R^2 test: 0.219
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.245, R^2 test: 0.210
best alpha via bootstrap CV: 0.01
AUC Train: 0.731, Explained Variance Score Train: 0.261
AUC Validation: 0.729, Explained Variance Score Validation: 0.353
AUC Test: 0.739, Explained Variance Score Test: 0.220
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.367, R^2 test: 0.204
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.367, R^2 test: 0.205
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.367, R^2 test: 0.207
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.353, R^2 test: 0.216
best alpha via bootstrap CV: 0.1
AUC Train: 0.730, Explained Variance Score Train: 0.353
AUC Validation: 0.747, Explained Variance Score Validation: 0.221
AUC Test: 0.739, Explained Variance Score Test: 0.220
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.247, R^2 test: 0.214
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.247, R^2 test: 0.214
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.247, R^2 test: 0.215
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.234, R^2 test: 0.213
best alpha via bootstrap CV: 0.01
AUC Train: 0.746, Explained Variance Score Train: 0.247
AUC Validation: 0.735, Explained Variance Score Validation: 0.264
AUC Test: 0.739, Explained Variance Score Test: 0.217
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.198, R^2 test: 0.214
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.198, R^2 test: 0.214
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.197, R^2 test: 0.214
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.179, R^2 test: 0.189
best alpha via bootstrap CV: 0.001
AUC Train: 0.707, Explained Variance Score Train: 0.198
AUC Validation: 0.826, Explained Variance Score Validation: 0.299
AUC Test: 0.739, Explained Variance Score Test: 0.219
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.250, R^2 test: 0.217
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.250, R^2 test: 0.217
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.250, R^2 test: 0.218
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.237, R^2 test: 0.214
best alpha via bootstrap CV: 0.01
AUC Train: 0.751, Explained Variance Score Train: 0.250
AUC Validation: 0.784, Explained Variance Score Validation: 0.249
AUC Test: 0.739, Explained Variance Score Test: 0.218
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.352, R^2 test: 0.199
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.352, R^2 test: 0.200
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.352, R^2 test: 0.202
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.341, R^2 test: 0.217
best alpha via bootstrap CV: 0.1
AUC Train: 0.727, Explained Variance Score Train: 0.341
AUC Validation: 0.773, Explained Variance Score Validation: 0.260
AUC Test: 0.739, Explained Variance Score Test: 0.219
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.309, R^2 test: 0.196
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.309, R^2 test: 0.197
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.309, R^2 test: 0.198
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.298, R^2 test: 0.209
best alpha via bootstrap CV: 0.1
AUC Train: 0.764, Explained Variance Score Train: 0.298
AUC Validation: 0.792, Explained Variance Score Validation: 0.265
AUC Test: 0.739, Explained Variance Score Test: 0.220
total variables 1 and total subjects: 1751
->AUC validation: 0.771 95% CI: [0.743 , 0.798]
->AUC test: 0.739 95% CI: [0.739 , 0.739]
->Explained Variance (R2) validation: 0.253 95% CI: [0.212 , 0.293]
->Explained Variance (R2) test: 0.218 95% CI: [0.216 , 0.220]
Test set metrics:
@threshold:2.993, sens:0.000, spec:1.000, ppv:0.000, acc:0.794, f1:0.000, total+:0, total-:350
@threshold:1.993, sens:0.000, spec:1.000, ppv:0.000, acc:0.794, f1:0.000, total+:0, total-:350
@threshold:1.853, sens:0.000, spec:0.996, ppv:0.000, acc:0.791, f1:0.000, total+:1, total-:349
@threshold:1.261, sens:0.014, spec:0.996, ppv:0.500, acc:0.794, f1:0.027, total+:2, total-:348
@threshold:1.245, sens:0.014, spec:0.993, ppv:0.333, acc:0.791, f1:0.027, total+:3, total-:347
@threshold:1.208, sens:0.028, spec:0.993, ppv:0.500, acc:0.794, f1:0.053, total+:4, total-:346
@threshold:1.014, sens:0.139, spec:0.989, ppv:0.769, acc:0.814, f1:0.235, total+:13, total-:337
@threshold:1.004, sens:0.153, spec:0.989, ppv:0.786, acc:0.817, f1:0.256, total+:14, total-:336
@threshold:0.994, sens:0.167, spec:0.986, ppv:0.750, acc:0.817, f1:0.273, total+:16, total-:334
@threshold:0.946, sens:0.167, spec:0.982, ppv:0.706, acc:0.814, f1:0.270, total+:17, total-:333
@threshold:0.936, sens:0.181, spec:0.982, ppv:0.722, acc:0.817, f1:0.289, total+:18, total-:332
@threshold:0.855, sens:0.222, spec:0.978, ppv:0.727, acc:0.823, f1:0.340, total+:22, total-:328
@threshold:0.814, sens:0.236, spec:0.978, ppv:0.739, acc:0.826, f1:0.358, total+:23, total-:327
@threshold:0.813, sens:0.236, spec:0.975, ppv:0.708, acc:0.823, f1:0.354, total+:24, total-:326
@threshold:0.747, sens:0.250, spec:0.964, ppv:0.643, acc:0.817, f1:0.360, total+:28, total-:322
@threshold:0.726, sens:0.264, spec:0.960, ppv:0.633, acc:0.817, f1:0.373, total+:30, total-:320
@threshold:0.668, sens:0.278, spec:0.957, ppv:0.625, acc:0.817, f1:0.385, total+:32, total-:318
@threshold:0.649, sens:0.278, spec:0.953, ppv:0.606, acc:0.814, f1:0.381, total+:33, total-:317
@threshold:0.649, sens:0.292, spec:0.953, ppv:0.618, acc:0.817, f1:0.396, total+:34, total-:316
@threshold:0.639, sens:0.306, spec:0.950, ppv:0.611, acc:0.817, f1:0.407, total+:36, total-:314
@threshold:0.632, sens:0.319, spec:0.946, ppv:0.605, acc:0.817, f1:0.418, total+:38, total-:312
@threshold:0.624, sens:0.319, spec:0.942, ppv:0.590, acc:0.814, f1:0.414, total+:39, total-:311
@threshold:0.618, sens:0.333, spec:0.942, ppv:0.600, acc:0.817, f1:0.429, total+:40, total-:310
@threshold:0.617, sens:0.347, spec:0.939, ppv:0.595, acc:0.817, f1:0.439, total+:42, total-:308
@threshold:0.607, sens:0.347, spec:0.935, ppv:0.581, acc:0.814, f1:0.435, total+:43, total-:307
@threshold:0.593, sens:0.361, spec:0.928, ppv:0.565, acc:0.811, f1:0.441, total+:46, total-:304
@threshold:0.562, sens:0.361, spec:0.924, ppv:0.553, acc:0.809, f1:0.437, total+:47, total-:303
@threshold:0.519, sens:0.361, spec:0.906, ppv:0.500, acc:0.794, f1:0.419, total+:52, total-:298
@threshold:0.511, sens:0.361, spec:0.903, ppv:0.491, acc:0.791, f1:0.416, total+:53, total-:297
@threshold:0.495, sens:0.375, spec:0.903, ppv:0.500, acc:0.794, f1:0.429, total+:54, total-:296
@threshold:0.481, sens:0.389, spec:0.899, ppv:0.500, acc:0.794, f1:0.438, total+:56, total-:294
@threshold:0.463, sens:0.403, spec:0.892, ppv:0.492, acc:0.791, f1:0.443, total+:59, total-:291
@threshold:0.463, sens:0.403, spec:0.888, ppv:0.483, acc:0.789, f1:0.439, total+:60, total-:290
@threshold:0.460, sens:0.403, spec:0.874, ppv:0.453, acc:0.777, f1:0.426, total+:64, total-:286
@threshold:0.439, sens:0.403, spec:0.871, ppv:0.446, acc:0.774, f1:0.423, total+:65, total-:285
@threshold:0.429, sens:0.417, spec:0.871, ppv:0.455, acc:0.777, f1:0.435, total+:66, total-:284
@threshold:0.417, sens:0.444, spec:0.867, ppv:0.464, acc:0.780, f1:0.454, total+:69, total-:281
@threshold:0.381, sens:0.458, spec:0.863, ppv:0.465, acc:0.780, f1:0.462, total+:71, total-:279
@threshold:0.362, sens:0.458, spec:0.860, ppv:0.458, acc:0.777, f1:0.458, total+:72, total-:278
@threshold:0.349, sens:0.458, spec:0.849, ppv:0.440, acc:0.769, f1:0.449, total+:75, total-:275
@threshold:0.306, sens:0.472, spec:0.845, ppv:0.442, acc:0.769, f1:0.456, total+:77, total-:273
@threshold:0.240, sens:0.486, spec:0.817, ppv:0.407, acc:0.749, f1:0.443, total+:86, total-:264
@threshold:0.233, sens:0.486, spec:0.813, ppv:0.402, acc:0.746, f1:0.440, total+:87, total-:263
@threshold:0.216, sens:0.500, spec:0.799, ppv:0.391, acc:0.737, f1:0.439, total+:92, total-:258
@threshold:0.211, sens:0.500, spec:0.795, ppv:0.387, acc:0.734, f1:0.436, total+:93, total-:257
@threshold:0.205, sens:0.514, spec:0.795, ppv:0.394, acc:0.737, f1:0.446, total+:94, total-:256
@threshold:0.190, sens:0.542, spec:0.795, ppv:0.406, acc:0.743, f1:0.464, total+:96, total-:254
@threshold:0.159, sens:0.556, spec:0.784, ppv:0.400, acc:0.737, f1:0.465, total+:100, total-:250
@threshold:0.153, sens:0.556, spec:0.781, ppv:0.396, acc:0.734, f1:0.462, total+:101, total-:249
@threshold:0.109, sens:0.556, spec:0.741, ppv:0.357, acc:0.703, f1:0.435, total+:112, total-:238
@threshold:0.109, sens:0.556, spec:0.737, ppv:0.354, acc:0.700, f1:0.432, total+:113, total-:237
@threshold:0.049, sens:0.569, spec:0.712, ppv:0.339, acc:0.683, f1:0.425, total+:121, total-:229
@threshold:0.045, sens:0.569, spec:0.709, ppv:0.336, acc:0.680, f1:0.423, total+:122, total-:228
@threshold:0.036, sens:0.569, spec:0.691, ppv:0.323, acc:0.666, f1:0.412, total+:127, total-:223
@threshold:0.032, sens:0.569, spec:0.687, ppv:0.320, acc:0.663, f1:0.410, total+:128, total-:222
@threshold:0.030, sens:0.569, spec:0.680, ppv:0.315, acc:0.657, f1:0.406, total+:130, total-:220
@threshold:0.030, sens:0.583, spec:0.680, ppv:0.321, acc:0.660, f1:0.414, total+:131, total-:219
@threshold:0.028, sens:0.819, spec:0.500, ppv:0.298, acc:0.566, f1:0.437, total+:198, total-:152
@threshold:0.008, sens:0.819, spec:0.496, ppv:0.296, acc:0.563, f1:0.435, total+:199, total-:151
@threshold:-0.062, sens:0.833, spec:0.457, ppv:0.284, acc:0.534, f1:0.424, total+:211, total-:139
@threshold:-0.076, sens:0.847, spec:0.453, ppv:0.286, acc:0.534, f1:0.428, total+:213, total-:137
@threshold:-0.100, sens:0.861, spec:0.442, ppv:0.286, acc:0.529, f1:0.429, total+:217, total-:133
@threshold:-0.105, sens:0.861, spec:0.439, ppv:0.284, acc:0.526, f1:0.428, total+:218, total-:132
@threshold:-0.116, sens:0.875, spec:0.439, ppv:0.288, acc:0.529, f1:0.433, total+:219, total-:131
@threshold:-0.117, sens:0.875, spec:0.435, ppv:0.286, acc:0.526, f1:0.432, total+:220, total-:130
@threshold:-0.129, sens:0.889, spec:0.428, ppv:0.287, acc:0.523, f1:0.434, total+:223, total-:127
@threshold:-0.134, sens:0.889, spec:0.424, ppv:0.286, acc:0.520, f1:0.432, total+:224, total-:126
@threshold:-0.196, sens:0.903, spec:0.371, ppv:0.271, acc:0.480, f1:0.417, total+:240, total-:110
@threshold:-0.200, sens:0.903, spec:0.367, ppv:0.270, acc:0.477, f1:0.415, total+:241, total-:109
@threshold:-0.203, sens:0.917, spec:0.367, ppv:0.273, acc:0.480, f1:0.420, total+:242, total-:108
@threshold:-0.212, sens:0.917, spec:0.360, ppv:0.270, acc:0.474, f1:0.418, total+:244, total-:106
@threshold:-0.216, sens:0.917, spec:0.356, ppv:0.269, acc:0.471, f1:0.416, total+:245, total-:105
@threshold:-0.349, sens:0.931, spec:0.288, ppv:0.253, acc:0.420, f1:0.398, total+:265, total-:85
@threshold:-0.355, sens:0.931, spec:0.284, ppv:0.252, acc:0.417, f1:0.396, total+:266, total-:84
@threshold:-0.379, sens:0.944, spec:0.281, ppv:0.254, acc:0.417, f1:0.400, total+:268, total-:82
@threshold:-0.382, sens:0.944, spec:0.277, ppv:0.253, acc:0.414, f1:0.399, total+:269, total-:81
@threshold:-0.383, sens:0.958, spec:0.277, ppv:0.256, acc:0.417, f1:0.404, total+:270, total-:80
@threshold:-0.390, sens:0.958, spec:0.273, ppv:0.255, acc:0.414, f1:0.402, total+:271, total-:79
@threshold:-0.395, sens:0.958, spec:0.255, ppv:0.250, acc:0.400, f1:0.397, total+:276, total-:74
@threshold:-0.400, sens:0.958, spec:0.252, ppv:0.249, acc:0.397, f1:0.395, total+:277, total-:73
@threshold:-0.447, sens:0.958, spec:0.223, ppv:0.242, acc:0.374, f1:0.387, total+:285, total-:65
@threshold:-0.449, sens:0.958, spec:0.219, ppv:0.241, acc:0.371, f1:0.385, total+:286, total-:64
@threshold:-0.450, sens:0.972, spec:0.219, ppv:0.244, acc:0.374, f1:0.390, total+:287, total-:63
@threshold:-0.462, sens:0.972, spec:0.212, ppv:0.242, acc:0.369, f1:0.388, total+:289, total-:61
@threshold:-0.669, sens:0.986, spec:0.115, ppv:0.224, acc:0.294, f1:0.365, total+:317, total-:33
@threshold:-0.670, sens:0.986, spec:0.112, ppv:0.223, acc:0.291, f1:0.364, total+:318, total-:32
@threshold:-0.670, sens:1.000, spec:0.112, ppv:0.226, acc:0.294, f1:0.368, total+:319, total-:31
@threshold:-0.707, sens:1.000, spec:0.108, ppv:0.225, acc:0.291, f1:0.367, total+:320, total-:30
@threshold:-1.984, sens:1.000, spec:0.004, ppv:0.206, acc:0.209, f1:0.342, total+:349, total-:1
* Vital: Wt for Length ZScore-avg19to24 | coef 0.529 95% CI: [0.499 , 0.560] | OR_adj 1.698 [1.647 1.751] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.739
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 0.52932983848
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_index_no_min_wfl_19_24
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_results_no_min_wfl_19_24
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_models_no_min_wfl_19_24.pkl
-----------------------------------------------------
boys no_min wfl_19_24 randomforest
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.582, R^2 test: 0.081
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.478, R^2 test: 0.159
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.353, R^2 test: 0.235
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.312, R^2 test: 0.233
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.846, Explained Variance Score Train: 0.312
AUC Validation: 0.749, Explained Variance Score Validation: 0.211
AUC Test: 0.763, Explained Variance Score Test: 0.245
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.555, R^2 test: 0.074
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.435, R^2 test: 0.152
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.302, R^2 test: 0.223
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.278, R^2 test: 0.226
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.790, Explained Variance Score Train: 0.278
AUC Validation: 0.760, Explained Variance Score Validation: 0.229
AUC Test: 0.746, Explained Variance Score Test: 0.234
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.600, R^2 test: -0.006
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.438, R^2 test: 0.152
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.313, R^2 test: 0.216
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.284, R^2 test: 0.236
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.785, Explained Variance Score Train: 0.284
AUC Validation: 0.708, Explained Variance Score Validation: 0.292
AUC Test: 0.730, Explained Variance Score Test: 0.237
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.766, R^2 test: 0.010
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.608, R^2 test: 0.086
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.414, R^2 test: 0.183
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.387, R^2 test: 0.195
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.835, Explained Variance Score Train: 0.387
AUC Validation: 0.766, Explained Variance Score Validation: 0.268
AUC Test: 0.714, Explained Variance Score Test: 0.201
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.687, R^2 test: -0.049
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.511, R^2 test: 0.098
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.377, R^2 test: 0.163
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.351, R^2 test: 0.181
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.808, Explained Variance Score Train: 0.351
AUC Validation: 0.720, Explained Variance Score Validation: 0.152
AUC Test: 0.705, Explained Variance Score Test: 0.188
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.712, R^2 test: -0.093
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.561, R^2 test: 0.053
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.405, R^2 test: 0.171
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.367, R^2 test: 0.192
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.824, Explained Variance Score Train: 0.367
AUC Validation: 0.729, Explained Variance Score Validation: 0.217
AUC Test: 0.707, Explained Variance Score Test: 0.200
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.726, R^2 test: -0.141
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.556, R^2 test: 0.012
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.385, R^2 test: 0.130
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.343, R^2 test: 0.165
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.840, Explained Variance Score Train: 0.344
AUC Validation: 0.750, Explained Variance Score Validation: 0.261
AUC Test: 0.711, Explained Variance Score Test: 0.166
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.589, R^2 test: 0.127
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.441, R^2 test: 0.171
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.322, R^2 test: 0.207
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.303, R^2 test: 0.209
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.812, Explained Variance Score Train: 0.303
AUC Validation: 0.758, Explained Variance Score Validation: 0.180
AUC Test: 0.720, Explained Variance Score Test: 0.209
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.630, R^2 test: -0.247
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.471, R^2 test: -0.038
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.350, R^2 test: 0.147
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.302, R^2 test: 0.191
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.794, Explained Variance Score Train: 0.302
AUC Validation: 0.650, Explained Variance Score Validation: 0.132
AUC Test: 0.737, Explained Variance Score Test: 0.209
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.740, R^2 test: -0.030
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.543, R^2 test: 0.088
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.394, R^2 test: 0.156
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.364, R^2 test: 0.165
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.834, Explained Variance Score Train: 0.364
AUC Validation: 0.703, Explained Variance Score Validation: 0.206
AUC Test: 0.715, Explained Variance Score Test: 0.186
total variables 1 and total subjects: 1751
->AUC validation: 0.729 95% CI: [0.708 , 0.750]
->AUC test: 0.725 95% CI: [0.714 , 0.736]
->Explained Variance (R2) validation: 0.215 95% CI: [0.185 , 0.245]
->Explained Variance (R2) test: 0.208 95% CI: [0.193 , 0.222]
Test set metrics:
@threshold:1.956, sens:0.000, spec:1.000, ppv:0.000, acc:0.751, f1:0.000, total+:0, total-:350
@threshold:0.956, sens:0.000, spec:1.000, ppv:0.000, acc:0.751, f1:0.000, total+:0, total-:350
@threshold:0.953, sens:0.172, spec:0.973, ppv:0.682, acc:0.774, f1:0.275, total+:22, total-:328
@threshold:0.552, sens:0.195, spec:0.970, ppv:0.680, acc:0.777, f1:0.304, total+:25, total-:325
@threshold:0.524, sens:0.207, spec:0.970, ppv:0.692, acc:0.780, f1:0.319, total+:26, total-:324
@threshold:0.524, sens:0.207, spec:0.966, ppv:0.667, acc:0.777, f1:0.316, total+:27, total-:323
@threshold:0.521, sens:0.218, spec:0.962, ppv:0.655, acc:0.777, f1:0.328, total+:29, total-:321
@threshold:0.521, sens:0.218, spec:0.958, ppv:0.633, acc:0.774, f1:0.325, total+:30, total-:320
@threshold:0.515, sens:0.218, spec:0.947, ppv:0.576, acc:0.766, f1:0.317, total+:33, total-:317
@threshold:0.501, sens:0.218, spec:0.943, ppv:0.559, acc:0.763, f1:0.314, total+:34, total-:316
@threshold:0.500, sens:0.230, spec:0.943, ppv:0.571, acc:0.766, f1:0.328, total+:35, total-:315
@threshold:0.499, sens:0.253, spec:0.939, ppv:0.579, acc:0.769, f1:0.352, total+:38, total-:312
@threshold:0.497, sens:0.253, spec:0.935, ppv:0.564, acc:0.766, f1:0.349, total+:39, total-:311
@threshold:0.477, sens:0.253, spec:0.928, ppv:0.537, acc:0.760, f1:0.344, total+:41, total-:309
@threshold:0.454, sens:0.264, spec:0.924, ppv:0.535, acc:0.760, f1:0.354, total+:43, total-:307
@threshold:0.453, sens:0.276, spec:0.916, ppv:0.522, acc:0.757, f1:0.361, total+:46, total-:304
@threshold:0.452, sens:0.276, spec:0.913, ppv:0.511, acc:0.754, f1:0.358, total+:47, total-:303
@threshold:0.413, sens:0.287, spec:0.909, ppv:0.510, acc:0.754, f1:0.368, total+:49, total-:301
@threshold:0.409, sens:0.287, spec:0.905, ppv:0.500, acc:0.751, f1:0.365, total+:50, total-:300
@threshold:0.408, sens:0.299, spec:0.905, ppv:0.510, acc:0.754, f1:0.377, total+:51, total-:299
@threshold:0.408, sens:0.299, spec:0.894, ppv:0.481, acc:0.746, f1:0.369, total+:54, total-:296
@threshold:0.406, sens:0.299, spec:0.890, ppv:0.473, acc:0.743, f1:0.366, total+:55, total-:295
@threshold:0.405, sens:0.310, spec:0.882, ppv:0.466, acc:0.740, f1:0.372, total+:58, total-:292
@threshold:0.395, sens:0.310, spec:0.878, ppv:0.458, acc:0.737, f1:0.370, total+:59, total-:291
@threshold:0.379, sens:0.310, spec:0.871, ppv:0.443, acc:0.731, f1:0.365, total+:61, total-:289
@threshold:0.366, sens:0.333, spec:0.867, ppv:0.453, acc:0.734, f1:0.384, total+:64, total-:286
@threshold:0.365, sens:0.333, spec:0.863, ppv:0.446, acc:0.731, f1:0.382, total+:65, total-:285
@threshold:0.364, sens:0.345, spec:0.852, ppv:0.435, acc:0.726, f1:0.385, total+:69, total-:281
@threshold:0.361, sens:0.345, spec:0.840, ppv:0.417, acc:0.717, f1:0.377, total+:72, total-:278
@threshold:0.360, sens:0.379, spec:0.833, ppv:0.429, acc:0.720, f1:0.402, total+:77, total-:273
@threshold:0.358, sens:0.391, spec:0.829, ppv:0.430, acc:0.720, f1:0.410, total+:79, total-:271
@threshold:0.357, sens:0.402, spec:0.821, ppv:0.427, acc:0.717, f1:0.414, total+:82, total-:268
@threshold:0.345, sens:0.402, spec:0.810, ppv:0.412, acc:0.709, f1:0.407, total+:85, total-:265
@threshold:0.342, sens:0.402, spec:0.806, ppv:0.407, acc:0.706, f1:0.405, total+:86, total-:264
@threshold:0.332, sens:0.414, spec:0.806, ppv:0.414, acc:0.709, f1:0.414, total+:87, total-:263
@threshold:0.322, sens:0.471, spec:0.806, ppv:0.446, acc:0.723, f1:0.458, total+:92, total-:258
@threshold:0.321, sens:0.483, spec:0.806, ppv:0.452, acc:0.726, f1:0.467, total+:93, total-:257
@threshold:0.321, sens:0.483, spec:0.802, ppv:0.447, acc:0.723, f1:0.464, total+:94, total-:256
@threshold:0.243, sens:0.506, spec:0.783, ppv:0.436, acc:0.714, f1:0.468, total+:101, total-:249
@threshold:0.242, sens:0.506, spec:0.779, ppv:0.431, acc:0.711, f1:0.466, total+:102, total-:248
@threshold:0.242, sens:0.517, spec:0.776, ppv:0.433, acc:0.711, f1:0.471, total+:104, total-:246
@threshold:0.091, sens:0.517, spec:0.772, ppv:0.429, acc:0.709, f1:0.469, total+:105, total-:245
@threshold:0.079, sens:0.529, spec:0.772, ppv:0.434, acc:0.711, f1:0.477, total+:106, total-:244
@threshold:0.065, sens:0.552, spec:0.764, ppv:0.436, acc:0.711, f1:0.487, total+:110, total-:240
@threshold:0.041, sens:0.563, spec:0.764, ppv:0.441, acc:0.714, f1:0.495, total+:111, total-:239
@threshold:0.028, sens:0.563, spec:0.760, ppv:0.438, acc:0.711, f1:0.492, total+:112, total-:238
@threshold:0.026, sens:0.563, spec:0.741, ppv:0.419, acc:0.697, f1:0.480, total+:117, total-:233
@threshold:0.003, sens:0.759, spec:0.555, ppv:0.361, acc:0.606, f1:0.489, total+:183, total-:167
@threshold:-0.029, sens:0.759, spec:0.544, ppv:0.355, acc:0.597, f1:0.484, total+:186, total-:164
@threshold:-0.031, sens:0.759, spec:0.540, ppv:0.353, acc:0.594, f1:0.482, total+:187, total-:163
@threshold:-0.033, sens:0.759, spec:0.532, ppv:0.349, acc:0.589, f1:0.478, total+:189, total-:161
@threshold:-0.034, sens:0.759, spec:0.529, ppv:0.347, acc:0.586, f1:0.477, total+:190, total-:160
@threshold:-0.042, sens:0.782, spec:0.525, ppv:0.352, acc:0.589, f1:0.486, total+:193, total-:157
@threshold:-0.047, sens:0.782, spec:0.521, ppv:0.351, acc:0.586, f1:0.484, total+:194, total-:156
@threshold:-0.050, sens:0.793, spec:0.521, ppv:0.354, acc:0.589, f1:0.489, total+:195, total-:155
@threshold:-0.050, sens:0.805, spec:0.517, ppv:0.355, acc:0.589, f1:0.493, total+:197, total-:153
@threshold:-0.052, sens:0.805, spec:0.513, ppv:0.354, acc:0.586, f1:0.491, total+:198, total-:152
@threshold:-0.053, sens:0.816, spec:0.510, ppv:0.355, acc:0.586, f1:0.495, total+:200, total-:150
@threshold:-0.053, sens:0.816, spec:0.502, ppv:0.351, acc:0.580, f1:0.491, total+:202, total-:148
@threshold:-0.061, sens:0.816, spec:0.490, ppv:0.346, acc:0.571, f1:0.486, total+:205, total-:145
@threshold:-0.064, sens:0.816, spec:0.487, ppv:0.345, acc:0.569, f1:0.485, total+:206, total-:144
@threshold:-0.064, sens:0.828, spec:0.487, ppv:0.348, acc:0.571, f1:0.490, total+:207, total-:143
@threshold:-0.065, sens:0.828, spec:0.479, ppv:0.344, acc:0.566, f1:0.486, total+:209, total-:141
@threshold:-0.068, sens:0.839, spec:0.479, ppv:0.348, acc:0.569, f1:0.492, total+:210, total-:140
@threshold:-0.068, sens:0.839, spec:0.475, ppv:0.346, acc:0.566, f1:0.490, total+:211, total-:139
@threshold:-0.072, sens:0.839, spec:0.468, ppv:0.343, acc:0.560, f1:0.487, total+:213, total-:137
@threshold:-0.147, sens:0.839, spec:0.464, ppv:0.341, acc:0.557, f1:0.485, total+:214, total-:136
@threshold:-0.154, sens:0.851, spec:0.456, ppv:0.341, acc:0.554, f1:0.487, total+:217, total-:133
@threshold:-0.189, sens:0.851, spec:0.445, ppv:0.336, acc:0.546, f1:0.482, total+:220, total-:130
@threshold:-0.190, sens:0.851, spec:0.433, ppv:0.332, acc:0.537, f1:0.477, total+:223, total-:127
@threshold:-0.190, sens:0.851, spec:0.430, ppv:0.330, acc:0.534, f1:0.476, total+:224, total-:126
@threshold:-0.191, sens:0.862, spec:0.430, ppv:0.333, acc:0.537, f1:0.481, total+:225, total-:125
@threshold:-0.192, sens:0.862, spec:0.426, ppv:0.332, acc:0.534, f1:0.479, total+:226, total-:124
@threshold:-0.198, sens:0.874, spec:0.426, ppv:0.335, acc:0.537, f1:0.484, total+:227, total-:123
@threshold:-0.207, sens:0.885, spec:0.403, ppv:0.329, acc:0.523, f1:0.480, total+:234, total-:116
@threshold:-0.208, sens:0.897, spec:0.403, ppv:0.332, acc:0.526, f1:0.484, total+:235, total-:115
@threshold:-0.216, sens:0.897, spec:0.388, ppv:0.326, acc:0.514, f1:0.479, total+:239, total-:111
@threshold:-0.216, sens:0.897, spec:0.384, ppv:0.325, acc:0.511, f1:0.477, total+:240, total-:110
@threshold:-0.218, sens:0.897, spec:0.373, ppv:0.321, acc:0.503, f1:0.473, total+:243, total-:107
@threshold:-0.219, sens:0.897, spec:0.369, ppv:0.320, acc:0.500, f1:0.471, total+:244, total-:106
@threshold:-0.219, sens:0.920, spec:0.369, ppv:0.325, acc:0.506, f1:0.480, total+:246, total-:104
@threshold:-0.219, sens:0.920, spec:0.361, ppv:0.323, acc:0.500, f1:0.478, total+:248, total-:102
@threshold:-0.220, sens:0.920, spec:0.357, ppv:0.321, acc:0.497, f1:0.476, total+:249, total-:101
@threshold:-0.245, sens:0.920, spec:0.327, ppv:0.311, acc:0.474, f1:0.465, total+:257, total-:93
@threshold:-0.249, sens:0.920, spec:0.323, ppv:0.310, acc:0.471, f1:0.464, total+:258, total-:92
@threshold:-0.255, sens:0.920, spec:0.308, ppv:0.305, acc:0.460, f1:0.458, total+:262, total-:88
@threshold:-0.256, sens:0.920, spec:0.304, ppv:0.304, acc:0.457, f1:0.457, total+:263, total-:87
@threshold:-0.279, sens:0.931, spec:0.289, ppv:0.302, acc:0.449, f1:0.456, total+:268, total-:82
@threshold:-0.279, sens:0.931, spec:0.285, ppv:0.301, acc:0.446, f1:0.455, total+:269, total-:81
@threshold:-0.286, sens:0.931, spec:0.274, ppv:0.298, acc:0.437, f1:0.451, total+:272, total-:78
@threshold:-0.289, sens:0.931, spec:0.270, ppv:0.297, acc:0.434, f1:0.450, total+:273, total-:77
@threshold:-0.289, sens:0.931, spec:0.262, ppv:0.295, acc:0.429, f1:0.448, total+:275, total-:75
@threshold:-0.291, sens:0.931, spec:0.251, ppv:0.291, acc:0.420, f1:0.444, total+:278, total-:72
@threshold:-0.291, sens:0.931, spec:0.243, ppv:0.289, acc:0.414, f1:0.441, total+:280, total-:70
@threshold:-0.291, sens:0.943, spec:0.240, ppv:0.291, acc:0.414, f1:0.444, total+:282, total-:68
@threshold:-0.292, sens:0.943, spec:0.236, ppv:0.290, acc:0.411, f1:0.443, total+:283, total-:67
@threshold:-0.295, sens:0.943, spec:0.221, ppv:0.286, acc:0.400, f1:0.439, total+:287, total-:63
@threshold:-0.308, sens:0.943, spec:0.217, ppv:0.285, acc:0.397, f1:0.437, total+:288, total-:62
@threshold:-0.394, sens:0.954, spec:0.209, ppv:0.285, acc:0.394, f1:0.439, total+:291, total-:59
@threshold:-0.434, sens:0.954, spec:0.190, ppv:0.280, acc:0.380, f1:0.433, total+:296, total-:54
@threshold:-0.454, sens:0.954, spec:0.186, ppv:0.279, acc:0.377, f1:0.432, total+:297, total-:53
@threshold:-0.484, sens:0.954, spec:0.179, ppv:0.278, acc:0.371, f1:0.430, total+:299, total-:51
@threshold:-0.490, sens:0.966, spec:0.179, ppv:0.280, acc:0.374, f1:0.434, total+:300, total-:50
@threshold:-0.496, sens:0.977, spec:0.171, ppv:0.281, acc:0.371, f1:0.436, total+:303, total-:47
@threshold:-0.499, sens:0.977, spec:0.156, ppv:0.277, acc:0.360, f1:0.431, total+:307, total-:43
@threshold:-0.501, sens:0.977, spec:0.152, ppv:0.276, acc:0.357, f1:0.430, total+:308, total-:42
@threshold:-0.716, sens:0.989, spec:0.072, ppv:0.261, acc:0.300, f1:0.412, total+:330, total-:20
@threshold:-0.720, sens:0.989, spec:0.068, ppv:0.260, acc:0.297, f1:0.411, total+:331, total-:19
@threshold:-0.720, sens:0.989, spec:0.061, ppv:0.258, acc:0.291, f1:0.410, total+:333, total-:17
@threshold:-0.850, sens:0.989, spec:0.030, ppv:0.252, acc:0.269, f1:0.402, total+:341, total-:9
@threshold:-0.856, sens:0.989, spec:0.027, ppv:0.251, acc:0.266, f1:0.401, total+:342, total-:8
@threshold:-0.859, sens:0.989, spec:0.011, ppv:0.249, acc:0.254, f1:0.397, total+:346, total-:4
@threshold:-0.863, sens:0.989, spec:0.008, ppv:0.248, acc:0.251, f1:0.396, total+:347, total-:3
@threshold:-0.866, sens:1.000, spec:0.004, ppv:0.249, acc:0.251, f1:0.399, total+:349, total-:1
* Vital: Wt for Length ZScore-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.728
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 1.0
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_index_no_min_wfl_19_24
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_results_no_min_wfl_19_24
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_models_no_min_wfl_19_24.pkl
-----------------------------------------------------
boys no_min wfl_19_24 gradientboost
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.249, R^2 test: 0.181
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.249, R^2 test: 0.181
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.249, R^2 test: 0.181
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.829, Explained Variance Score Train: 0.299
AUC Validation: 0.761, Explained Variance Score Validation: 0.273
AUC Test: 0.744, Explained Variance Score Test: 0.212
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.273, R^2 test: 0.234
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.273, R^2 test: 0.234
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.273, R^2 test: 0.234
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.827, Explained Variance Score Train: 0.323
AUC Validation: 0.830, Explained Variance Score Validation: 0.215
AUC Test: 0.757, Explained Variance Score Test: 0.256
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.297, R^2 test: 0.160
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.297, R^2 test: 0.160
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.297, R^2 test: 0.160
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.789, Explained Variance Score Train: 0.325
AUC Validation: 0.725, Explained Variance Score Validation: 0.196
AUC Test: 0.704, Explained Variance Score Test: 0.192
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.375, R^2 test: 0.168
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.375, R^2 test: 0.168
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.375, R^2 test: 0.168
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.812, Explained Variance Score Train: 0.397
AUC Validation: 0.729, Explained Variance Score Validation: 0.085
AUC Test: 0.656, Explained Variance Score Test: 0.188
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.225, R^2 test: 0.259
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.225, R^2 test: 0.259
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.225, R^2 test: 0.259
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.806, Explained Variance Score Train: 0.268
AUC Validation: 0.706, Explained Variance Score Validation: 0.204
AUC Test: 0.757, Explained Variance Score Test: 0.266
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.241, R^2 test: 0.153
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.241, R^2 test: 0.153
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.241, R^2 test: 0.153
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.800, Explained Variance Score Train: 0.290
AUC Validation: 0.745, Explained Variance Score Validation: 0.211
AUC Test: 0.699, Explained Variance Score Test: 0.206
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.280, R^2 test: 0.159
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.280, R^2 test: 0.159
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.280, R^2 test: 0.159
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.805, Explained Variance Score Train: 0.335
AUC Validation: 0.745, Explained Variance Score Validation: 0.150
AUC Test: 0.716, Explained Variance Score Test: 0.161
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: 0.193
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: 0.193
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: 0.193
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.851, Explained Variance Score Train: 0.375
AUC Validation: 0.601, Explained Variance Score Validation: 0.121
AUC Test: 0.712, Explained Variance Score Test: 0.206
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.301, R^2 test: 0.094
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.302, R^2 test: 0.094
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.321, R^2 test: 0.020
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.743, Explained Variance Score Train: 0.349
AUC Validation: 0.766, Explained Variance Score Validation: 0.226
AUC Test: 0.762, Explained Variance Score Test: 0.135
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: 0.122
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.289, R^2 test: 0.117
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.292, R^2 test: 0.115
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.828, Explained Variance Score Train: 0.340
AUC Validation: 0.783, Explained Variance Score Validation: 0.235
AUC Test: 0.737, Explained Variance Score Test: 0.139
total variables 1 and total subjects: 1751
->AUC validation: 0.739 95% CI: [0.704 , 0.774]
->AUC test: 0.724 95% CI: [0.705 , 0.744]
->Explained Variance (R2) validation: 0.192 95% CI: [0.158 , 0.225]
->Explained Variance (R2) test: 0.196 95% CI: [0.171 , 0.222]
Test set metrics:
@threshold:3.871, sens:0.000, spec:1.000, ppv:0.000, acc:0.783, f1:0.000, total+:0, total-:350
@threshold:2.871, sens:0.000, spec:1.000, ppv:0.000, acc:0.783, f1:0.000, total+:0, total-:350
@threshold:2.111, sens:0.000, spec:0.993, ppv:0.000, acc:0.777, f1:0.000, total+:2, total-:348
@threshold:1.736, sens:0.013, spec:0.993, ppv:0.333, acc:0.780, f1:0.025, total+:3, total-:347
@threshold:1.250, sens:0.053, spec:0.993, ppv:0.667, acc:0.789, f1:0.098, total+:6, total-:344
@threshold:1.096, sens:0.079, spec:0.993, ppv:0.750, acc:0.794, f1:0.143, total+:8, total-:342
@threshold:0.479, sens:0.092, spec:0.993, ppv:0.778, acc:0.797, f1:0.165, total+:9, total-:341
@threshold:0.338, sens:0.092, spec:0.989, ppv:0.700, acc:0.794, f1:0.163, total+:10, total-:340
@threshold:0.332, sens:0.092, spec:0.971, ppv:0.467, acc:0.780, f1:0.154, total+:15, total-:335
@threshold:0.327, sens:0.105, spec:0.964, ppv:0.444, acc:0.777, f1:0.170, total+:18, total-:332
@threshold:0.323, sens:0.132, spec:0.956, ppv:0.455, acc:0.777, f1:0.204, total+:22, total-:328
@threshold:0.316, sens:0.132, spec:0.945, ppv:0.400, acc:0.769, f1:0.198, total+:25, total-:325
@threshold:0.274, sens:0.145, spec:0.931, ppv:0.367, acc:0.760, f1:0.208, total+:30, total-:320
@threshold:0.238, sens:0.184, spec:0.905, ppv:0.350, acc:0.749, f1:0.241, total+:40, total-:310
@threshold:0.167, sens:0.289, spec:0.887, ppv:0.415, acc:0.757, f1:0.341, total+:53, total-:297
@threshold:0.148, sens:0.303, spec:0.880, ppv:0.411, acc:0.754, f1:0.348, total+:56, total-:294
@threshold:0.132, sens:0.316, spec:0.869, ppv:0.400, acc:0.749, f1:0.353, total+:60, total-:290
@threshold:0.131, sens:0.342, spec:0.865, ppv:0.413, acc:0.751, f1:0.374, total+:63, total-:287
@threshold:0.124, sens:0.368, spec:0.803, ppv:0.341, acc:0.709, f1:0.354, total+:82, total-:268
@threshold:0.117, sens:0.368, spec:0.799, ppv:0.337, acc:0.706, f1:0.352, total+:83, total-:267
@threshold:0.101, sens:0.382, spec:0.788, ppv:0.333, acc:0.700, f1:0.356, total+:87, total-:263
@threshold:0.097, sens:0.395, spec:0.785, ppv:0.337, acc:0.700, f1:0.364, total+:89, total-:261
@threshold:-0.002, sens:0.395, spec:0.781, ppv:0.333, acc:0.697, f1:0.361, total+:90, total-:260
@threshold:-0.020, sens:0.461, spec:0.777, ppv:0.365, acc:0.709, f1:0.407, total+:96, total-:254
@threshold:-0.024, sens:0.487, spec:0.777, ppv:0.378, acc:0.714, f1:0.425, total+:98, total-:252
@threshold:-0.074, sens:0.513, spec:0.774, ppv:0.386, acc:0.717, f1:0.441, total+:101, total-:249
@threshold:-0.080, sens:0.513, spec:0.763, ppv:0.375, acc:0.709, f1:0.433, total+:104, total-:246
@threshold:-0.081, sens:0.526, spec:0.741, ppv:0.360, acc:0.694, f1:0.428, total+:111, total-:239
@threshold:-0.099, sens:0.816, spec:0.489, ppv:0.307, acc:0.560, f1:0.446, total+:202, total-:148
@threshold:-0.103, sens:0.842, spec:0.474, ppv:0.308, acc:0.554, f1:0.451, total+:208, total-:142
@threshold:-0.116, sens:0.855, spec:0.474, ppv:0.311, acc:0.557, f1:0.456, total+:209, total-:141
@threshold:-0.127, sens:0.868, spec:0.471, ppv:0.313, acc:0.557, f1:0.460, total+:211, total-:139
@threshold:-0.186, sens:0.868, spec:0.464, ppv:0.310, acc:0.551, f1:0.457, total+:213, total-:137
@threshold:-0.187, sens:0.868, spec:0.460, ppv:0.308, acc:0.549, f1:0.455, total+:214, total-:136
@threshold:-0.188, sens:0.895, spec:0.456, ppv:0.313, acc:0.551, f1:0.464, total+:217, total-:133
@threshold:-0.265, sens:0.921, spec:0.431, ppv:0.310, acc:0.537, f1:0.464, total+:226, total-:124
@threshold:-0.277, sens:0.934, spec:0.427, ppv:0.311, acc:0.537, f1:0.467, total+:228, total-:122
@threshold:-0.277, sens:0.947, spec:0.369, ppv:0.294, acc:0.494, f1:0.449, total+:245, total-:105
@threshold:-0.337, sens:0.947, spec:0.336, ppv:0.283, acc:0.469, f1:0.436, total+:254, total-:96
@threshold:-0.383, sens:0.947, spec:0.325, ppv:0.280, acc:0.460, f1:0.432, total+:257, total-:93
@threshold:-0.393, sens:0.961, spec:0.303, ppv:0.277, acc:0.446, f1:0.429, total+:264, total-:86
@threshold:-0.421, sens:0.987, spec:0.259, ppv:0.270, acc:0.417, f1:0.424, total+:278, total-:72
@threshold:-0.422, sens:1.000, spec:0.234, ppv:0.266, acc:0.400, f1:0.420, total+:286, total-:64
@threshold:-0.423, sens:1.000, spec:0.208, ppv:0.259, acc:0.380, f1:0.412, total+:293, total-:57
@threshold:-0.428, sens:1.000, spec:0.179, ppv:0.252, acc:0.357, f1:0.403, total+:301, total-:49
@threshold:-0.436, sens:1.000, spec:0.168, ppv:0.250, acc:0.349, f1:0.400, total+:304, total-:46
@threshold:-0.498, sens:1.000, spec:0.153, ppv:0.247, acc:0.337, f1:0.396, total+:308, total-:42
@threshold:-0.503, sens:1.000, spec:0.106, ppv:0.237, acc:0.300, f1:0.383, total+:321, total-:29
@threshold:-0.536, sens:1.000, spec:0.080, ppv:0.232, acc:0.280, f1:0.376, total+:328, total-:22
@threshold:-0.658, sens:1.000, spec:0.044, ppv:0.225, acc:0.251, f1:0.367, total+:338, total-:12
@threshold:-0.777, sens:1.000, spec:0.040, ppv:0.224, acc:0.249, f1:0.366, total+:339, total-:11
@threshold:-1.037, sens:1.000, spec:0.022, ppv:0.221, acc:0.234, f1:0.362, total+:344, total-:6
@threshold:-1.162, sens:1.000, spec:0.011, ppv:0.219, acc:0.226, f1:0.359, total+:347, total-:3
@threshold:-1.689, sens:1.000, spec:0.004, ppv:0.218, acc:0.220, f1:0.358, total+:349, total-:1
* Vital: Wt for Length ZScore-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.762
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 1.0
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_index_no_min_wfl_19_24
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_results_no_min_wfl_19_24
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_models_no_min_wfl_19_24.pkl
-----------------------------------------------------
boys no_min bmi_19_24 lasso
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.282, R^2 test: 0.130
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.282, R^2 test: 0.131
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.282, R^2 test: 0.133
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.268, R^2 test: 0.153
best alpha via bootstrap CV: 0.1
AUC Train: 0.733, Explained Variance Score Train: 0.268
AUC Validation: 0.766, Explained Variance Score Validation: 0.288
AUC Test: 0.696, Explained Variance Score Test: 0.154
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.190, R^2 test: 0.150
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.190, R^2 test: 0.151
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.190, R^2 test: 0.151
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.171, R^2 test: 0.146
best alpha via bootstrap CV: 0.01
AUC Train: 0.711, Explained Variance Score Train: 0.190
AUC Validation: 0.728, Explained Variance Score Validation: 0.214
AUC Test: 0.696, Explained Variance Score Test: 0.154
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.243, R^2 test: 0.150
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.243, R^2 test: 0.151
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.243, R^2 test: 0.151
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.227, R^2 test: 0.151
best alpha via bootstrap CV: 0.01
AUC Train: 0.661, Explained Variance Score Train: 0.243
AUC Validation: 0.773, Explained Variance Score Validation: 0.281
AUC Test: 0.696, Explained Variance Score Test: 0.153
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.312, R^2 test: 0.074
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.312, R^2 test: 0.076
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.312, R^2 test: 0.079
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.302, R^2 test: 0.122
best alpha via bootstrap CV: 0.1
AUC Train: 0.770, Explained Variance Score Train: 0.302
AUC Validation: 0.708, Explained Variance Score Validation: 0.193
AUC Test: 0.696, Explained Variance Score Test: 0.133
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.306, R^2 test: 0.125
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.306, R^2 test: 0.127
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.306, R^2 test: 0.128
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.293, R^2 test: 0.152
best alpha via bootstrap CV: 0.1
AUC Train: 0.788, Explained Variance Score Train: 0.293
AUC Validation: 0.819, Explained Variance Score Validation: 0.362
AUC Test: 0.696, Explained Variance Score Test: 0.152
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.345, R^2 test: 0.128
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.345, R^2 test: 0.130
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.345, R^2 test: 0.131
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.332, R^2 test: 0.152
best alpha via bootstrap CV: 0.1
AUC Train: 0.757, Explained Variance Score Train: 0.332
AUC Validation: 0.776, Explained Variance Score Validation: 0.229
AUC Test: 0.696, Explained Variance Score Test: 0.152
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.281, R^2 test: 0.132
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.281, R^2 test: 0.133
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.281, R^2 test: 0.135
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.268, R^2 test: 0.150
best alpha via bootstrap CV: 0.1
AUC Train: 0.806, Explained Variance Score Train: 0.268
AUC Validation: 0.715, Explained Variance Score Validation: 0.286
AUC Test: 0.696, Explained Variance Score Test: 0.155
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.247, R^2 test: 0.154
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.247, R^2 test: 0.154
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.246, R^2 test: 0.155
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.227, R^2 test: 0.149
best alpha via bootstrap CV: 0.01
AUC Train: 0.736, Explained Variance Score Train: 0.246
AUC Validation: 0.639, Explained Variance Score Validation: 0.177
AUC Test: 0.696, Explained Variance Score Test: 0.155
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.266, R^2 test: 0.121
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.266, R^2 test: 0.122
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.266, R^2 test: 0.124
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.254, R^2 test: 0.144
best alpha via bootstrap CV: 0.1
AUC Train: 0.767, Explained Variance Score Train: 0.254
AUC Validation: 0.731, Explained Variance Score Validation: 0.278
AUC Test: 0.696, Explained Variance Score Test: 0.154
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.360, R^2 test: 0.115
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.360, R^2 test: 0.117
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.360, R^2 test: 0.120
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.340, R^2 test: 0.152
best alpha via bootstrap CV: 0.1
AUC Train: 0.777, Explained Variance Score Train: 0.340
AUC Validation: 0.696, Explained Variance Score Validation: 0.151
AUC Test: 0.696, Explained Variance Score Test: 0.152
total variables 1 and total subjects: 1751
->AUC validation: 0.735 95% CI: [0.705 , 0.765]
->AUC test: 0.696 95% CI: [0.696 , 0.696]
->Explained Variance (R2) validation: 0.246 95% CI: [0.208 , 0.284]
->Explained Variance (R2) test: 0.151 95% CI: [0.148 , 0.155]
Test set metrics:
@threshold:2.243, sens:0.000, spec:1.000, ppv:0.000, acc:0.786, f1:0.000, total+:0, total-:350
@threshold:1.712, sens:0.013, spec:1.000, ppv:1.000, acc:0.789, f1:0.026, total+:1, total-:349
@threshold:1.578, sens:0.027, spec:1.000, ppv:1.000, acc:0.791, f1:0.052, total+:2, total-:348
@threshold:1.009, sens:0.053, spec:0.996, ppv:0.800, acc:0.794, f1:0.100, total+:5, total-:345
@threshold:0.972, sens:0.067, spec:0.996, ppv:0.833, acc:0.797, f1:0.123, total+:6, total-:344
@threshold:0.921, sens:0.080, spec:0.993, ppv:0.750, acc:0.797, f1:0.145, total+:8, total-:342
@threshold:0.876, sens:0.093, spec:0.982, ppv:0.583, acc:0.791, f1:0.161, total+:12, total-:338
@threshold:0.781, sens:0.133, spec:0.978, ppv:0.625, acc:0.797, f1:0.220, total+:16, total-:334
@threshold:0.758, sens:0.147, spec:0.978, ppv:0.647, acc:0.800, f1:0.239, total+:17, total-:333
@threshold:0.752, sens:0.147, spec:0.975, ppv:0.611, acc:0.797, f1:0.237, total+:18, total-:332
@threshold:0.743, sens:0.160, spec:0.971, ppv:0.600, acc:0.797, f1:0.253, total+:20, total-:330
@threshold:0.725, sens:0.160, spec:0.967, ppv:0.571, acc:0.794, f1:0.250, total+:21, total-:329
@threshold:0.724, sens:0.173, spec:0.967, ppv:0.591, acc:0.797, f1:0.268, total+:22, total-:328
@threshold:0.717, sens:0.173, spec:0.964, ppv:0.565, acc:0.794, f1:0.265, total+:23, total-:327
@threshold:0.579, sens:0.187, spec:0.942, ppv:0.467, acc:0.780, f1:0.267, total+:30, total-:320
@threshold:0.578, sens:0.187, spec:0.938, ppv:0.452, acc:0.777, f1:0.264, total+:31, total-:319
@threshold:0.539, sens:0.187, spec:0.927, ppv:0.412, acc:0.769, f1:0.257, total+:34, total-:316
@threshold:0.527, sens:0.213, spec:0.924, ppv:0.432, acc:0.771, f1:0.286, total+:37, total-:313
@threshold:0.459, sens:0.227, spec:0.916, ppv:0.425, acc:0.769, f1:0.296, total+:40, total-:310
@threshold:0.458, sens:0.227, spec:0.913, ppv:0.415, acc:0.766, f1:0.293, total+:41, total-:309
@threshold:0.449, sens:0.240, spec:0.913, ppv:0.429, acc:0.769, f1:0.308, total+:42, total-:308
@threshold:0.445, sens:0.240, spec:0.909, ppv:0.419, acc:0.766, f1:0.305, total+:43, total-:307
@threshold:0.441, sens:0.253, spec:0.909, ppv:0.432, acc:0.769, f1:0.319, total+:44, total-:306
@threshold:0.418, sens:0.267, spec:0.905, ppv:0.435, acc:0.769, f1:0.331, total+:46, total-:304
@threshold:0.386, sens:0.280, spec:0.891, ppv:0.412, acc:0.760, f1:0.333, total+:51, total-:299
@threshold:0.379, sens:0.280, spec:0.887, ppv:0.404, acc:0.757, f1:0.331, total+:52, total-:298
@threshold:0.372, sens:0.293, spec:0.884, ppv:0.407, acc:0.757, f1:0.341, total+:54, total-:296
@threshold:0.371, sens:0.293, spec:0.880, ppv:0.400, acc:0.754, f1:0.338, total+:55, total-:295
@threshold:0.354, sens:0.307, spec:0.873, ppv:0.397, acc:0.751, f1:0.346, total+:58, total-:292
@threshold:0.319, sens:0.347, spec:0.869, ppv:0.419, acc:0.757, f1:0.380, total+:62, total-:288
@threshold:0.315, sens:0.360, spec:0.869, ppv:0.429, acc:0.760, f1:0.391, total+:63, total-:287
@threshold:0.314, sens:0.373, spec:0.865, ppv:0.431, acc:0.760, f1:0.400, total+:65, total-:285
@threshold:0.304, sens:0.373, spec:0.862, ppv:0.424, acc:0.757, f1:0.397, total+:66, total-:284
@threshold:0.287, sens:0.387, spec:0.858, ppv:0.426, acc:0.757, f1:0.406, total+:68, total-:282
@threshold:0.278, sens:0.387, spec:0.855, ppv:0.420, acc:0.754, f1:0.403, total+:69, total-:281
@threshold:0.277, sens:0.400, spec:0.855, ppv:0.429, acc:0.757, f1:0.414, total+:70, total-:280
@threshold:0.267, sens:0.413, spec:0.851, ppv:0.431, acc:0.757, f1:0.422, total+:72, total-:278
@threshold:0.245, sens:0.427, spec:0.844, ppv:0.427, acc:0.754, f1:0.427, total+:75, total-:275
@threshold:0.229, sens:0.427, spec:0.840, ppv:0.421, acc:0.751, f1:0.424, total+:76, total-:274
@threshold:0.227, sens:0.427, spec:0.829, ppv:0.405, acc:0.743, f1:0.416, total+:79, total-:271
@threshold:0.224, sens:0.427, spec:0.825, ppv:0.400, acc:0.740, f1:0.413, total+:80, total-:270
@threshold:0.213, sens:0.440, spec:0.818, ppv:0.398, acc:0.737, f1:0.418, total+:83, total-:267
@threshold:0.205, sens:0.453, spec:0.815, ppv:0.400, acc:0.737, f1:0.425, total+:85, total-:265
@threshold:0.188, sens:0.467, spec:0.811, ppv:0.402, acc:0.737, f1:0.432, total+:87, total-:263
@threshold:0.172, sens:0.480, spec:0.800, ppv:0.396, acc:0.731, f1:0.434, total+:91, total-:259
@threshold:0.167, sens:0.480, spec:0.796, ppv:0.391, acc:0.729, f1:0.431, total+:92, total-:258
@threshold:0.160, sens:0.493, spec:0.793, ppv:0.394, acc:0.729, f1:0.438, total+:94, total-:256
@threshold:0.155, sens:0.493, spec:0.789, ppv:0.389, acc:0.726, f1:0.435, total+:95, total-:255
@threshold:0.131, sens:0.507, spec:0.785, ppv:0.392, acc:0.726, f1:0.442, total+:97, total-:253
@threshold:0.129, sens:0.507, spec:0.782, ppv:0.388, acc:0.723, f1:0.439, total+:98, total-:252
@threshold:0.111, sens:0.520, spec:0.778, ppv:0.390, acc:0.723, f1:0.446, total+:100, total-:250
@threshold:0.110, sens:0.520, spec:0.775, ppv:0.386, acc:0.720, f1:0.443, total+:101, total-:249
@threshold:0.101, sens:0.533, spec:0.771, ppv:0.388, acc:0.720, f1:0.449, total+:103, total-:247
@threshold:0.100, sens:0.533, spec:0.767, ppv:0.385, acc:0.717, f1:0.447, total+:104, total-:246
@threshold:0.098, sens:0.547, spec:0.764, ppv:0.387, acc:0.717, f1:0.453, total+:106, total-:244
@threshold:0.094, sens:0.547, spec:0.760, ppv:0.383, acc:0.714, f1:0.451, total+:107, total-:243
@threshold:0.094, sens:0.560, spec:0.760, ppv:0.389, acc:0.717, f1:0.459, total+:108, total-:242
@threshold:0.090, sens:0.560, spec:0.753, ppv:0.382, acc:0.711, f1:0.454, total+:110, total-:240
@threshold:0.037, sens:0.573, spec:0.713, ppv:0.352, acc:0.683, f1:0.437, total+:122, total-:228
@threshold:0.031, sens:0.573, spec:0.709, ppv:0.350, acc:0.680, f1:0.434, total+:123, total-:227
@threshold:0.008, sens:0.800, spec:0.465, ppv:0.290, acc:0.537, f1:0.426, total+:207, total-:143
@threshold:0.007, sens:0.800, spec:0.462, ppv:0.288, acc:0.534, f1:0.424, total+:208, total-:142
@threshold:-0.009, sens:0.813, spec:0.462, ppv:0.292, acc:0.537, f1:0.430, total+:209, total-:141
@threshold:-0.026, sens:0.813, spec:0.444, ppv:0.285, acc:0.523, f1:0.422, total+:214, total-:136
@threshold:-0.029, sens:0.813, spec:0.440, ppv:0.284, acc:0.520, f1:0.421, total+:215, total-:135
@threshold:-0.031, sens:0.813, spec:0.433, ppv:0.281, acc:0.514, f1:0.418, total+:217, total-:133
@threshold:-0.050, sens:0.827, spec:0.400, ppv:0.273, acc:0.491, f1:0.411, total+:227, total-:123
@threshold:-0.054, sens:0.827, spec:0.396, ppv:0.272, acc:0.489, f1:0.409, total+:228, total-:122
@threshold:-0.069, sens:0.840, spec:0.393, ppv:0.274, acc:0.489, f1:0.413, total+:230, total-:120
@threshold:-0.070, sens:0.840, spec:0.389, ppv:0.273, acc:0.486, f1:0.412, total+:231, total-:119
@threshold:-0.073, sens:0.853, spec:0.385, ppv:0.275, acc:0.486, f1:0.416, total+:233, total-:117
@threshold:-0.080, sens:0.853, spec:0.371, ppv:0.270, acc:0.474, f1:0.410, total+:237, total-:113
@threshold:-0.085, sens:0.853, spec:0.367, ppv:0.269, acc:0.471, f1:0.409, total+:238, total-:112
@threshold:-0.142, sens:0.867, spec:0.331, ppv:0.261, acc:0.446, f1:0.401, total+:249, total-:101
@threshold:-0.152, sens:0.867, spec:0.327, ppv:0.260, acc:0.443, f1:0.400, total+:250, total-:100
@threshold:-0.167, sens:0.867, spec:0.316, ppv:0.257, acc:0.434, f1:0.396, total+:253, total-:97
@threshold:-0.172, sens:0.867, spec:0.313, ppv:0.256, acc:0.431, f1:0.395, total+:254, total-:96
@threshold:-0.224, sens:0.880, spec:0.291, ppv:0.253, acc:0.417, f1:0.393, total+:261, total-:89
@threshold:-0.228, sens:0.880, spec:0.287, ppv:0.252, acc:0.414, f1:0.392, total+:262, total-:88
@threshold:-0.242, sens:0.880, spec:0.265, ppv:0.246, acc:0.397, f1:0.385, total+:268, total-:82
@threshold:-0.245, sens:0.880, spec:0.262, ppv:0.245, acc:0.394, f1:0.384, total+:269, total-:81
@threshold:-0.272, sens:0.893, spec:0.244, ppv:0.244, acc:0.383, f1:0.383, total+:275, total-:75
@threshold:-0.273, sens:0.893, spec:0.240, ppv:0.243, acc:0.380, f1:0.382, total+:276, total-:74
@threshold:-0.276, sens:0.893, spec:0.229, ppv:0.240, acc:0.371, f1:0.379, total+:279, total-:71
@threshold:-0.279, sens:0.893, spec:0.225, ppv:0.239, acc:0.369, f1:0.377, total+:280, total-:70
@threshold:-0.280, sens:0.893, spec:0.218, ppv:0.238, acc:0.363, f1:0.375, total+:282, total-:68
@threshold:-0.283, sens:0.893, spec:0.215, ppv:0.237, acc:0.360, f1:0.374, total+:283, total-:67
@threshold:-0.322, sens:0.907, spec:0.207, ppv:0.238, acc:0.357, f1:0.377, total+:286, total-:64
@threshold:-0.327, sens:0.907, spec:0.204, ppv:0.237, acc:0.354, f1:0.376, total+:287, total-:63
@threshold:-0.342, sens:0.920, spec:0.196, ppv:0.238, acc:0.351, f1:0.378, total+:290, total-:60
@threshold:-0.365, sens:0.920, spec:0.178, ppv:0.234, acc:0.337, f1:0.373, total+:295, total-:55
@threshold:-0.370, sens:0.920, spec:0.175, ppv:0.233, acc:0.334, f1:0.372, total+:296, total-:54
@threshold:-0.422, sens:0.920, spec:0.149, ppv:0.228, acc:0.314, f1:0.365, total+:303, total-:47
@threshold:-0.425, sens:0.920, spec:0.145, ppv:0.227, acc:0.311, f1:0.364, total+:304, total-:46
@threshold:-0.451, sens:0.933, spec:0.138, ppv:0.228, acc:0.309, f1:0.366, total+:307, total-:43
@threshold:-0.465, sens:0.933, spec:0.135, ppv:0.227, acc:0.306, f1:0.366, total+:308, total-:42
@threshold:-0.469, sens:0.947, spec:0.131, ppv:0.229, acc:0.306, f1:0.369, total+:310, total-:40
@threshold:-0.470, sens:0.947, spec:0.127, ppv:0.228, acc:0.303, f1:0.368, total+:311, total-:39
@threshold:-0.487, sens:0.960, spec:0.120, ppv:0.229, acc:0.300, f1:0.370, total+:314, total-:36
@threshold:-0.501, sens:0.960, spec:0.116, ppv:0.229, acc:0.297, f1:0.369, total+:315, total-:35
@threshold:-0.519, sens:0.960, spec:0.098, ppv:0.225, acc:0.283, f1:0.365, total+:320, total-:30
@threshold:-0.522, sens:0.960, spec:0.095, ppv:0.224, acc:0.280, f1:0.364, total+:321, total-:29
@threshold:-0.626, sens:0.973, spec:0.065, ppv:0.221, acc:0.260, f1:0.360, total+:330, total-:20
@threshold:-0.639, sens:0.973, spec:0.062, ppv:0.221, acc:0.257, f1:0.360, total+:331, total-:19
@threshold:-0.647, sens:0.973, spec:0.051, ppv:0.219, acc:0.249, f1:0.357, total+:334, total-:16
@threshold:-0.667, sens:0.973, spec:0.047, ppv:0.218, acc:0.246, f1:0.356, total+:335, total-:15
@threshold:-0.849, sens:0.987, spec:0.011, ppv:0.214, acc:0.220, f1:0.352, total+:346, total-:4
@threshold:-0.882, sens:0.987, spec:0.007, ppv:0.213, acc:0.217, f1:0.351, total+:347, total-:3
@threshold:-0.990, sens:1.000, spec:0.004, ppv:0.215, acc:0.217, f1:0.354, total+:349, total-:1
* Vital: BMI-avg19to24 | coef 0.536 95% CI: [0.511 , 0.560] | OR_adj 1.709 [1.667 1.751] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.696
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 0.535649601924
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_index_no_min_bmi_19_24
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_results_no_min_bmi_19_24
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_models_no_min_bmi_19_24.pkl
-----------------------------------------------------
boys no_min bmi_19_24 randomforest
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.639, R^2 test: -0.019
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.495, R^2 test: 0.081
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.378, R^2 test: 0.147
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.349, R^2 test: 0.176
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.778, Explained Variance Score Train: 0.349
AUC Validation: 0.656, Explained Variance Score Validation: 0.057
AUC Test: 0.740, Explained Variance Score Test: 0.199
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.667, R^2 test: 0.053
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.518, R^2 test: 0.168
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.397, R^2 test: 0.205
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.366, R^2 test: 0.203
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.839, Explained Variance Score Train: 0.397
AUC Validation: 0.748, Explained Variance Score Validation: 0.175
AUC Test: 0.738, Explained Variance Score Test: 0.209
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.751, R^2 test: -0.140
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.585, R^2 test: 0.022
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.412, R^2 test: 0.142
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.372, R^2 test: 0.152
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.824, Explained Variance Score Train: 0.372
AUC Validation: 0.826, Explained Variance Score Validation: 0.256
AUC Test: 0.735, Explained Variance Score Test: 0.180
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.770, R^2 test: 0.117
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.583, R^2 test: 0.158
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.375, R^2 test: 0.161
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.338, R^2 test: 0.172
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.759, Explained Variance Score Train: 0.338
AUC Validation: 0.766, Explained Variance Score Validation: 0.226
AUC Test: 0.746, Explained Variance Score Test: 0.196
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.656, R^2 test: 0.039
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.529, R^2 test: 0.090
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.379, R^2 test: 0.152
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.341, R^2 test: 0.163
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.773, Explained Variance Score Train: 0.341
AUC Validation: 0.762, Explained Variance Score Validation: 0.234
AUC Test: 0.715, Explained Variance Score Test: 0.186
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.749, R^2 test: 0.098
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.605, R^2 test: 0.164
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.433, R^2 test: 0.166
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.397, R^2 test: 0.163
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.907, Explained Variance Score Train: 0.605
AUC Validation: 0.661, Explained Variance Score Validation: 0.177
AUC Test: 0.749, Explained Variance Score Test: 0.240
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.612, R^2 test: 0.006
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.502, R^2 test: 0.098
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.357, R^2 test: 0.175
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.333, R^2 test: 0.193
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.851, Explained Variance Score Train: 0.333
AUC Validation: 0.754, Explained Variance Score Validation: 0.160
AUC Test: 0.719, Explained Variance Score Test: 0.211
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.652, R^2 test: -0.035
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.478, R^2 test: 0.132
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.334, R^2 test: 0.203
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.310, R^2 test: 0.213
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.827, Explained Variance Score Train: 0.310
AUC Validation: 0.692, Explained Variance Score Validation: 0.117
AUC Test: 0.733, Explained Variance Score Test: 0.223
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.639, R^2 test: 0.061
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.515, R^2 test: 0.137
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.364, R^2 test: 0.180
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.328, R^2 test: 0.190
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.791, Explained Variance Score Train: 0.328
AUC Validation: 0.700, Explained Variance Score Validation: 0.191
AUC Test: 0.717, Explained Variance Score Test: 0.201
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.745, R^2 test: 0.008
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.600, R^2 test: 0.084
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.454, R^2 test: 0.160
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.419, R^2 test: 0.175
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.812, Explained Variance Score Train: 0.419
AUC Validation: 0.625, Explained Variance Score Validation: 0.223
AUC Test: 0.718, Explained Variance Score Test: 0.195
total variables 1 and total subjects: 1751
->AUC validation: 0.719 95% CI: [0.683 , 0.756]
->AUC test: 0.731 95% CI: [0.724 , 0.739]
->Explained Variance (R2) validation: 0.182 95% CI: [0.146 , 0.217]
->Explained Variance (R2) test: 0.204 95% CI: [0.194 , 0.214]
Test set metrics:
@threshold:1.315, sens:0.000, spec:1.000, ppv:0.000, acc:0.737, f1:0.000, total+:0, total-:350
@threshold:1.301, sens:0.011, spec:1.000, ppv:1.000, acc:0.740, f1:0.022, total+:1, total-:349
@threshold:1.297, sens:0.087, spec:0.992, ppv:0.800, acc:0.754, f1:0.157, total+:10, total-:340
@threshold:1.288, sens:0.109, spec:0.992, ppv:0.833, acc:0.760, f1:0.192, total+:12, total-:338
@threshold:1.278, sens:0.120, spec:0.988, ppv:0.786, acc:0.760, f1:0.208, total+:14, total-:336
@threshold:1.277, sens:0.130, spec:0.988, ppv:0.800, acc:0.763, f1:0.224, total+:15, total-:335
@threshold:1.274, sens:0.130, spec:0.984, ppv:0.750, acc:0.760, f1:0.222, total+:16, total-:334
@threshold:0.656, sens:0.174, spec:0.981, ppv:0.762, acc:0.769, f1:0.283, total+:21, total-:329
@threshold:0.595, sens:0.185, spec:0.981, ppv:0.773, acc:0.771, f1:0.298, total+:22, total-:328
@threshold:0.595, sens:0.185, spec:0.977, ppv:0.739, acc:0.769, f1:0.296, total+:23, total-:327
@threshold:0.594, sens:0.196, spec:0.973, ppv:0.720, acc:0.769, f1:0.308, total+:25, total-:325
@threshold:0.593, sens:0.207, spec:0.969, ppv:0.704, acc:0.769, f1:0.319, total+:27, total-:323
@threshold:0.592, sens:0.207, spec:0.965, ppv:0.679, acc:0.766, f1:0.317, total+:28, total-:322
@threshold:0.590, sens:0.217, spec:0.961, ppv:0.667, acc:0.766, f1:0.328, total+:30, total-:320
@threshold:0.582, sens:0.228, spec:0.957, ppv:0.656, acc:0.766, f1:0.339, total+:32, total-:318
@threshold:0.577, sens:0.239, spec:0.957, ppv:0.667, acc:0.769, f1:0.352, total+:33, total-:317
@threshold:0.577, sens:0.239, spec:0.953, ppv:0.647, acc:0.766, f1:0.349, total+:34, total-:316
@threshold:0.563, sens:0.250, spec:0.946, ppv:0.622, acc:0.763, f1:0.357, total+:37, total-:313
@threshold:0.559, sens:0.250, spec:0.942, ppv:0.605, acc:0.760, f1:0.354, total+:38, total-:312
@threshold:0.496, sens:0.261, spec:0.934, ppv:0.585, acc:0.757, f1:0.361, total+:41, total-:309
@threshold:0.496, sens:0.261, spec:0.930, ppv:0.571, acc:0.754, f1:0.358, total+:42, total-:308
@threshold:0.477, sens:0.261, spec:0.911, ppv:0.511, acc:0.740, f1:0.345, total+:47, total-:303
@threshold:0.476, sens:0.261, spec:0.907, ppv:0.500, acc:0.737, f1:0.343, total+:48, total-:302
@threshold:0.474, sens:0.272, spec:0.903, ppv:0.500, acc:0.737, f1:0.352, total+:50, total-:300
@threshold:0.471, sens:0.272, spec:0.899, ppv:0.490, acc:0.734, f1:0.350, total+:51, total-:299
@threshold:0.462, sens:0.304, spec:0.899, ppv:0.519, acc:0.743, f1:0.384, total+:54, total-:296
@threshold:0.452, sens:0.315, spec:0.899, ppv:0.527, acc:0.746, f1:0.395, total+:55, total-:295
@threshold:0.386, sens:0.348, spec:0.891, ppv:0.533, acc:0.749, f1:0.421, total+:60, total-:290
@threshold:0.386, sens:0.359, spec:0.884, ppv:0.524, acc:0.746, f1:0.426, total+:63, total-:287
@threshold:0.384, sens:0.370, spec:0.884, ppv:0.531, acc:0.749, f1:0.436, total+:64, total-:286
@threshold:0.335, sens:0.370, spec:0.880, ppv:0.523, acc:0.746, f1:0.433, total+:65, total-:285
@threshold:0.334, sens:0.370, spec:0.872, ppv:0.507, acc:0.740, f1:0.428, total+:67, total-:283
@threshold:0.329, sens:0.380, spec:0.872, ppv:0.515, acc:0.743, f1:0.438, total+:68, total-:282
@threshold:0.324, sens:0.380, spec:0.868, ppv:0.507, acc:0.740, f1:0.435, total+:69, total-:281
@threshold:0.311, sens:0.380, spec:0.860, ppv:0.493, acc:0.734, f1:0.429, total+:71, total-:279
@threshold:0.303, sens:0.391, spec:0.857, ppv:0.493, acc:0.734, f1:0.436, total+:73, total-:277
@threshold:0.299, sens:0.402, spec:0.841, ppv:0.474, acc:0.726, f1:0.435, total+:78, total-:272
@threshold:0.299, sens:0.402, spec:0.837, ppv:0.468, acc:0.723, f1:0.433, total+:79, total-:271
@threshold:0.287, sens:0.402, spec:0.822, ppv:0.446, acc:0.711, f1:0.423, total+:83, total-:267
@threshold:0.286, sens:0.402, spec:0.818, ppv:0.440, acc:0.709, f1:0.420, total+:84, total-:266
@threshold:0.272, sens:0.413, spec:0.818, ppv:0.447, acc:0.711, f1:0.429, total+:85, total-:265
@threshold:0.269, sens:0.435, spec:0.814, ppv:0.455, acc:0.714, f1:0.444, total+:88, total-:262
@threshold:0.269, sens:0.446, spec:0.814, ppv:0.461, acc:0.717, f1:0.453, total+:89, total-:261
@threshold:0.269, sens:0.478, spec:0.810, ppv:0.473, acc:0.723, f1:0.476, total+:93, total-:257
@threshold:0.269, sens:0.478, spec:0.802, ppv:0.463, acc:0.717, f1:0.471, total+:95, total-:255
@threshold:0.251, sens:0.478, spec:0.798, ppv:0.458, acc:0.714, f1:0.468, total+:96, total-:254
@threshold:0.249, sens:0.522, spec:0.798, ppv:0.480, acc:0.726, f1:0.500, total+:100, total-:250
@threshold:0.249, sens:0.533, spec:0.798, ppv:0.485, acc:0.729, f1:0.508, total+:101, total-:249
@threshold:0.248, sens:0.533, spec:0.795, ppv:0.480, acc:0.726, f1:0.505, total+:102, total-:248
@threshold:0.248, sens:0.554, spec:0.791, ppv:0.486, acc:0.729, f1:0.518, total+:105, total-:245
@threshold:0.244, sens:0.554, spec:0.787, ppv:0.481, acc:0.726, f1:0.515, total+:106, total-:244
@threshold:0.181, sens:0.565, spec:0.775, ppv:0.473, acc:0.720, f1:0.515, total+:110, total-:240
@threshold:0.074, sens:0.565, spec:0.771, ppv:0.468, acc:0.717, f1:0.512, total+:111, total-:239
@threshold:0.073, sens:0.576, spec:0.767, ppv:0.469, acc:0.717, f1:0.517, total+:113, total-:237
@threshold:0.072, sens:0.576, spec:0.764, ppv:0.465, acc:0.714, f1:0.515, total+:114, total-:236
@threshold:0.012, sens:0.587, spec:0.744, ppv:0.450, acc:0.703, f1:0.509, total+:120, total-:230
@threshold:-0.003, sens:0.587, spec:0.733, ppv:0.439, acc:0.694, f1:0.502, total+:123, total-:227
@threshold:-0.007, sens:0.587, spec:0.725, ppv:0.432, acc:0.689, f1:0.498, total+:125, total-:225
@threshold:-0.015, sens:0.587, spec:0.721, ppv:0.429, acc:0.686, f1:0.495, total+:126, total-:224
@threshold:-0.038, sens:0.804, spec:0.484, ppv:0.357, acc:0.569, f1:0.495, total+:207, total-:143
@threshold:-0.038, sens:0.804, spec:0.481, ppv:0.356, acc:0.566, f1:0.493, total+:208, total-:142
@threshold:-0.039, sens:0.804, spec:0.469, ppv:0.351, acc:0.557, f1:0.488, total+:211, total-:139
@threshold:-0.044, sens:0.815, spec:0.469, ppv:0.354, acc:0.560, f1:0.493, total+:212, total-:138
@threshold:-0.063, sens:0.848, spec:0.465, ppv:0.361, acc:0.566, f1:0.506, total+:216, total-:134
@threshold:-0.068, sens:0.859, spec:0.465, ppv:0.364, acc:0.569, f1:0.511, total+:217, total-:133
@threshold:-0.068, sens:0.859, spec:0.461, ppv:0.362, acc:0.566, f1:0.510, total+:218, total-:132
@threshold:-0.069, sens:0.870, spec:0.461, ppv:0.365, acc:0.569, f1:0.514, total+:219, total-:131
@threshold:-0.079, sens:0.870, spec:0.457, ppv:0.364, acc:0.566, f1:0.513, total+:220, total-:130
@threshold:-0.126, sens:0.870, spec:0.442, ppv:0.357, acc:0.554, f1:0.506, total+:224, total-:126
@threshold:-0.149, sens:0.880, spec:0.438, ppv:0.358, acc:0.554, f1:0.509, total+:226, total-:124
@threshold:-0.150, sens:0.891, spec:0.434, ppv:0.360, acc:0.554, f1:0.512, total+:228, total-:122
@threshold:-0.151, sens:0.891, spec:0.430, ppv:0.358, acc:0.551, f1:0.511, total+:229, total-:121
@threshold:-0.154, sens:0.891, spec:0.419, ppv:0.353, acc:0.543, f1:0.506, total+:232, total-:118
@threshold:-0.161, sens:0.891, spec:0.415, ppv:0.352, acc:0.540, f1:0.505, total+:233, total-:117
@threshold:-0.165, sens:0.902, spec:0.415, ppv:0.355, acc:0.543, f1:0.509, total+:234, total-:116
@threshold:-0.167, sens:0.902, spec:0.403, ppv:0.350, acc:0.534, f1:0.505, total+:237, total-:113
@threshold:-0.167, sens:0.902, spec:0.399, ppv:0.349, acc:0.531, f1:0.503, total+:238, total-:112
@threshold:-0.174, sens:0.913, spec:0.391, ppv:0.349, acc:0.529, f1:0.505, total+:241, total-:109
@threshold:-0.196, sens:0.913, spec:0.388, ppv:0.347, acc:0.526, f1:0.503, total+:242, total-:108
@threshold:-0.228, sens:0.924, spec:0.380, ppv:0.347, acc:0.523, f1:0.504, total+:245, total-:105
@threshold:-0.275, sens:0.924, spec:0.376, ppv:0.346, acc:0.520, f1:0.503, total+:246, total-:104
@threshold:-0.284, sens:0.935, spec:0.368, ppv:0.345, acc:0.517, f1:0.504, total+:249, total-:101
@threshold:-0.284, sens:0.935, spec:0.364, ppv:0.344, acc:0.514, f1:0.503, total+:250, total-:100
@threshold:-0.297, sens:0.935, spec:0.345, ppv:0.337, acc:0.500, f1:0.496, total+:255, total-:95
@threshold:-0.297, sens:0.935, spec:0.341, ppv:0.336, acc:0.497, f1:0.494, total+:256, total-:94
@threshold:-0.311, sens:0.935, spec:0.333, ppv:0.333, acc:0.491, f1:0.491, total+:258, total-:92
@threshold:-0.346, sens:0.935, spec:0.329, ppv:0.332, acc:0.489, f1:0.490, total+:259, total-:91
@threshold:-0.354, sens:0.935, spec:0.322, ppv:0.330, acc:0.483, f1:0.487, total+:261, total-:89
@threshold:-0.396, sens:0.946, spec:0.318, ppv:0.331, acc:0.483, f1:0.490, total+:263, total-:87
@threshold:-0.396, sens:0.946, spec:0.314, ppv:0.330, acc:0.480, f1:0.489, total+:264, total-:86
@threshold:-0.398, sens:0.946, spec:0.306, ppv:0.327, acc:0.474, f1:0.486, total+:266, total-:84
@threshold:-0.417, sens:0.957, spec:0.287, ppv:0.324, acc:0.463, f1:0.484, total+:272, total-:78
@threshold:-0.418, sens:0.957, spec:0.279, ppv:0.321, acc:0.457, f1:0.481, total+:274, total-:76
@threshold:-0.420, sens:0.957, spec:0.275, ppv:0.320, acc:0.454, f1:0.480, total+:275, total-:75
@threshold:-0.423, sens:0.967, spec:0.264, ppv:0.319, acc:0.449, f1:0.480, total+:279, total-:71
@threshold:-0.445, sens:0.967, spec:0.244, ppv:0.313, acc:0.434, f1:0.473, total+:284, total-:66
@threshold:-0.471, sens:0.967, spec:0.240, ppv:0.312, acc:0.431, f1:0.472, total+:285, total-:65
@threshold:-0.480, sens:0.978, spec:0.233, ppv:0.312, acc:0.429, f1:0.474, total+:288, total-:62
@threshold:-0.491, sens:0.978, spec:0.225, ppv:0.310, acc:0.423, f1:0.471, total+:290, total-:60
@threshold:-0.493, sens:0.978, spec:0.221, ppv:0.309, acc:0.420, f1:0.470, total+:291, total-:59
@threshold:-0.495, sens:0.978, spec:0.209, ppv:0.306, acc:0.411, f1:0.466, total+:294, total-:56
@threshold:-0.500, sens:0.978, spec:0.205, ppv:0.305, acc:0.409, f1:0.465, total+:295, total-:55
@threshold:-0.504, sens:0.978, spec:0.198, ppv:0.303, acc:0.403, f1:0.463, total+:297, total-:53
@threshold:-0.509, sens:0.978, spec:0.194, ppv:0.302, acc:0.400, f1:0.462, total+:298, total-:52
@threshold:-0.513, sens:0.978, spec:0.182, ppv:0.299, acc:0.391, f1:0.458, total+:301, total-:49
@threshold:-0.628, sens:0.978, spec:0.163, ppv:0.294, acc:0.377, f1:0.452, total+:306, total-:44
@threshold:-0.628, sens:0.978, spec:0.155, ppv:0.292, acc:0.371, f1:0.450, total+:308, total-:42
@threshold:-0.652, sens:0.989, spec:0.132, ppv:0.289, acc:0.357, f1:0.447, total+:315, total-:35
@threshold:-0.655, sens:0.989, spec:0.128, ppv:0.288, acc:0.354, f1:0.446, total+:316, total-:34
@threshold:-0.668, sens:0.989, spec:0.093, ppv:0.280, acc:0.329, f1:0.436, total+:325, total-:25
@threshold:-0.669, sens:0.989, spec:0.089, ppv:0.279, acc:0.326, f1:0.435, total+:326, total-:24
@threshold:-0.830, sens:1.000, spec:0.070, ppv:0.277, acc:0.314, f1:0.434, total+:332, total-:18
@threshold:-0.845, sens:1.000, spec:0.066, ppv:0.276, acc:0.311, f1:0.433, total+:333, total-:17
@threshold:-0.867, sens:1.000, spec:0.035, ppv:0.270, acc:0.289, f1:0.425, total+:341, total-:9
@threshold:-0.870, sens:1.000, spec:0.031, ppv:0.269, acc:0.286, f1:0.424, total+:342, total-:8
@threshold:-0.878, sens:1.000, spec:0.012, ppv:0.265, acc:0.271, f1:0.419, total+:347, total-:3
@threshold:-0.878, sens:1.000, spec:0.008, ppv:0.264, acc:0.269, f1:0.418, total+:348, total-:2
* Vital: BMI-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.752
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 1.0
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_index_no_min_bmi_19_24
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_results_no_min_bmi_19_24
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_models_no_min_bmi_19_24.pkl
-----------------------------------------------------
boys no_min bmi_19_24 gradientboost
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.398, R^2 test: 0.042
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.398, R^2 test: 0.042
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.398, R^2 test: 0.042
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.823, Explained Variance Score Train: 0.435
AUC Validation: 0.705, Explained Variance Score Validation: 0.188
AUC Test: 0.676, Explained Variance Score Test: 0.049
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.352, R^2 test: 0.062
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.353, R^2 test: 0.061
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.353, R^2 test: 0.061
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.841, Explained Variance Score Train: 0.388
AUC Validation: 0.726, Explained Variance Score Validation: 0.173
AUC Test: 0.694, Explained Variance Score Test: 0.107
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.228, R^2 test: 0.179
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.228, R^2 test: 0.179
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.228, R^2 test: 0.179
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.818, Explained Variance Score Train: 0.273
AUC Validation: 0.812, Explained Variance Score Validation: 0.218
AUC Test: 0.717, Explained Variance Score Test: 0.198
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.261, R^2 test: 0.148
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.261, R^2 test: 0.148
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.261, R^2 test: 0.148
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.786, Explained Variance Score Train: 0.293
AUC Validation: 0.682, Explained Variance Score Validation: 0.155
AUC Test: 0.744, Explained Variance Score Test: 0.174
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: 0.166
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: 0.166
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.412, R^2 test: 0.166
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.814, Explained Variance Score Train: 0.439
AUC Validation: 0.696, Explained Variance Score Validation: 0.173
AUC Test: 0.738, Explained Variance Score Test: 0.173
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: -0.038
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.327, R^2 test: -0.033
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.330, R^2 test: -0.034
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.751, Explained Variance Score Train: 0.347
AUC Validation: 0.683, Explained Variance Score Validation: 0.028
AUC Test: 0.668, Explained Variance Score Test: 0.039
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.300, R^2 test: 0.124
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.302, R^2 test: 0.123
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.302, R^2 test: 0.123
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.821, Explained Variance Score Train: 0.337
AUC Validation: 0.685, Explained Variance Score Validation: 0.075
AUC Test: 0.704, Explained Variance Score Test: 0.161
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.234, R^2 test: 0.143
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.234, R^2 test: 0.143
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.234, R^2 test: 0.143
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.787, Explained Variance Score Train: 0.271
AUC Validation: 0.680, Explained Variance Score Validation: 0.145
AUC Test: 0.736, Explained Variance Score Test: 0.170
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.373, R^2 test: 0.147
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.351, R^2 test: 0.122
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.351, R^2 test: 0.122
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.804, Explained Variance Score Train: 0.413
AUC Validation: 0.738, Explained Variance Score Validation: 0.140
AUC Test: 0.741, Explained Variance Score Test: 0.169
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.370, R^2 test: 0.147
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.373, R^2 test: 0.144
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.375, R^2 test: 0.138
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.835, Explained Variance Score Train: 0.391
AUC Validation: 0.681, Explained Variance Score Validation: 0.076
AUC Test: 0.723, Explained Variance Score Test: 0.160
total variables 1 and total subjects: 1751
->AUC validation: 0.709 95% CI: [0.684 , 0.733]
->AUC test: 0.714 95% CI: [0.698 , 0.730]
->Explained Variance (R2) validation: 0.137 95% CI: [0.102 , 0.172]
->Explained Variance (R2) test: 0.140 95% CI: [0.107 , 0.172]
Test set metrics:
@threshold:2.924, sens:0.000, spec:1.000, ppv:0.000, acc:0.783, f1:0.000, total+:0, total-:350
@threshold:1.486, sens:0.079, spec:1.000, ppv:1.000, acc:0.800, f1:0.146, total+:6, total-:344
@threshold:1.302, sens:0.092, spec:0.996, ppv:0.875, acc:0.800, f1:0.167, total+:8, total-:342
@threshold:1.001, sens:0.105, spec:0.989, ppv:0.727, acc:0.797, f1:0.184, total+:11, total-:339
@threshold:0.804, sens:0.132, spec:0.985, ppv:0.714, acc:0.800, f1:0.222, total+:14, total-:336
@threshold:0.585, sens:0.184, spec:0.956, ppv:0.538, acc:0.789, f1:0.275, total+:26, total-:324
@threshold:0.506, sens:0.197, spec:0.949, ppv:0.517, acc:0.786, f1:0.286, total+:29, total-:321
@threshold:0.376, sens:0.197, spec:0.945, ppv:0.500, acc:0.783, f1:0.283, total+:30, total-:320
@threshold:0.339, sens:0.237, spec:0.942, ppv:0.529, acc:0.789, f1:0.327, total+:34, total-:316
@threshold:0.298, sens:0.263, spec:0.938, ppv:0.541, acc:0.791, f1:0.354, total+:37, total-:313
@threshold:0.297, sens:0.276, spec:0.920, ppv:0.488, acc:0.780, f1:0.353, total+:43, total-:307
@threshold:0.281, sens:0.289, spec:0.920, ppv:0.500, acc:0.783, f1:0.367, total+:44, total-:306
@threshold:0.258, sens:0.303, spec:0.909, ppv:0.479, acc:0.777, f1:0.371, total+:48, total-:302
@threshold:0.249, sens:0.316, spec:0.905, ppv:0.480, acc:0.777, f1:0.381, total+:50, total-:300
@threshold:0.240, sens:0.316, spec:0.901, ppv:0.471, acc:0.774, f1:0.378, total+:51, total-:299
@threshold:0.237, sens:0.329, spec:0.901, ppv:0.481, acc:0.777, f1:0.391, total+:52, total-:298
@threshold:0.232, sens:0.342, spec:0.898, ppv:0.481, acc:0.777, f1:0.400, total+:54, total-:296
@threshold:0.230, sens:0.342, spec:0.894, ppv:0.473, acc:0.774, f1:0.397, total+:55, total-:295
@threshold:0.225, sens:0.368, spec:0.891, ppv:0.483, acc:0.777, f1:0.418, total+:58, total-:292
@threshold:0.218, sens:0.382, spec:0.887, ppv:0.483, acc:0.777, f1:0.426, total+:60, total-:290
@threshold:0.192, sens:0.408, spec:0.883, ppv:0.492, acc:0.780, f1:0.446, total+:63, total-:287
@threshold:0.148, sens:0.421, spec:0.876, ppv:0.485, acc:0.777, f1:0.451, total+:66, total-:284
@threshold:0.145, sens:0.421, spec:0.869, ppv:0.471, acc:0.771, f1:0.444, total+:68, total-:282
@threshold:0.111, sens:0.434, spec:0.858, ppv:0.458, acc:0.766, f1:0.446, total+:72, total-:278
@threshold:0.092, sens:0.434, spec:0.854, ppv:0.452, acc:0.763, f1:0.443, total+:73, total-:277
@threshold:0.085, sens:0.474, spec:0.847, ppv:0.462, acc:0.766, f1:0.468, total+:78, total-:272
@threshold:0.078, sens:0.500, spec:0.843, ppv:0.469, acc:0.769, f1:0.484, total+:81, total-:269
@threshold:0.076, sens:0.513, spec:0.839, ppv:0.470, acc:0.769, f1:0.491, total+:83, total-:267
@threshold:0.053, sens:0.526, spec:0.839, ppv:0.476, acc:0.771, f1:0.500, total+:84, total-:266
@threshold:0.027, sens:0.566, spec:0.836, ppv:0.489, acc:0.777, f1:0.524, total+:88, total-:262
@threshold:0.013, sens:0.566, spec:0.828, ppv:0.478, acc:0.771, f1:0.518, total+:90, total-:260
@threshold:-0.029, sens:0.592, spec:0.796, ppv:0.446, acc:0.751, f1:0.508, total+:101, total-:249
@threshold:-0.031, sens:0.592, spec:0.777, ppv:0.425, acc:0.737, f1:0.495, total+:106, total-:244
@threshold:-0.037, sens:0.592, spec:0.770, ppv:0.417, acc:0.731, f1:0.489, total+:108, total-:242
@threshold:-0.040, sens:0.592, spec:0.766, ppv:0.413, acc:0.729, f1:0.486, total+:109, total-:241
@threshold:-0.070, sens:0.605, spec:0.759, ppv:0.411, acc:0.726, f1:0.489, total+:112, total-:238
@threshold:-0.107, sens:0.605, spec:0.755, ppv:0.407, acc:0.723, f1:0.487, total+:113, total-:237
@threshold:-0.122, sens:0.618, spec:0.755, ppv:0.412, acc:0.726, f1:0.495, total+:114, total-:236
@threshold:-0.124, sens:0.618, spec:0.741, ppv:0.398, acc:0.714, f1:0.485, total+:118, total-:232
@threshold:-0.125, sens:0.632, spec:0.741, ppv:0.403, acc:0.717, f1:0.492, total+:119, total-:231
@threshold:-0.145, sens:0.645, spec:0.734, ppv:0.402, acc:0.714, f1:0.495, total+:122, total-:228
@threshold:-0.173, sens:0.645, spec:0.726, ppv:0.395, acc:0.709, f1:0.490, total+:124, total-:226
@threshold:-0.189, sens:0.803, spec:0.478, ppv:0.299, acc:0.549, f1:0.436, total+:204, total-:146
@threshold:-0.205, sens:0.803, spec:0.471, ppv:0.296, acc:0.543, f1:0.433, total+:206, total-:144
@threshold:-0.240, sens:0.816, spec:0.449, ppv:0.291, acc:0.529, f1:0.429, total+:213, total-:137
@threshold:-0.241, sens:0.816, spec:0.445, ppv:0.290, acc:0.526, f1:0.428, total+:214, total-:136
@threshold:-0.243, sens:0.842, spec:0.431, ppv:0.291, acc:0.520, f1:0.432, total+:220, total-:130
@threshold:-0.259, sens:0.855, spec:0.427, ppv:0.293, acc:0.520, f1:0.436, total+:222, total-:128
@threshold:-0.311, sens:0.855, spec:0.423, ppv:0.291, acc:0.517, f1:0.435, total+:223, total-:127
@threshold:-0.327, sens:0.868, spec:0.401, ppv:0.287, acc:0.503, f1:0.431, total+:230, total-:120
@threshold:-0.367, sens:0.882, spec:0.398, ppv:0.289, acc:0.503, f1:0.435, total+:232, total-:118
@threshold:-0.380, sens:0.895, spec:0.383, ppv:0.287, acc:0.494, f1:0.435, total+:237, total-:113
@threshold:-0.389, sens:0.895, spec:0.376, ppv:0.285, acc:0.489, f1:0.432, total+:239, total-:111
@threshold:-0.398, sens:0.921, spec:0.321, ppv:0.273, acc:0.451, f1:0.422, total+:256, total-:94
@threshold:-0.398, sens:0.934, spec:0.314, ppv:0.274, acc:0.449, f1:0.424, total+:259, total-:91
@threshold:-0.402, sens:0.934, spec:0.307, ppv:0.272, acc:0.443, f1:0.421, total+:261, total-:89
@threshold:-0.410, sens:0.934, spec:0.296, ppv:0.269, acc:0.434, f1:0.418, total+:264, total-:86
@threshold:-0.419, sens:0.934, spec:0.288, ppv:0.267, acc:0.429, f1:0.415, total+:266, total-:84
@threshold:-0.420, sens:0.934, spec:0.274, ppv:0.263, acc:0.417, f1:0.410, total+:270, total-:80
@threshold:-0.445, sens:0.934, spec:0.263, ppv:0.260, acc:0.409, f1:0.407, total+:273, total-:77
@threshold:-0.446, sens:0.934, spec:0.255, ppv:0.258, acc:0.403, f1:0.405, total+:275, total-:75
@threshold:-0.447, sens:0.934, spec:0.241, ppv:0.254, acc:0.391, f1:0.400, total+:279, total-:71
@threshold:-0.468, sens:0.934, spec:0.219, ppv:0.249, acc:0.374, f1:0.393, total+:285, total-:65
@threshold:-0.475, sens:0.934, spec:0.215, ppv:0.248, acc:0.371, f1:0.392, total+:286, total-:64
@threshold:-0.517, sens:0.947, spec:0.208, ppv:0.249, acc:0.369, f1:0.395, total+:289, total-:61
@threshold:-0.519, sens:0.947, spec:0.201, ppv:0.247, acc:0.363, f1:0.392, total+:291, total-:59
@threshold:-0.540, sens:0.947, spec:0.197, ppv:0.247, acc:0.360, f1:0.391, total+:292, total-:58
@threshold:-0.541, sens:0.947, spec:0.179, ppv:0.242, acc:0.346, f1:0.386, total+:297, total-:53
@threshold:-0.548, sens:0.947, spec:0.175, ppv:0.242, acc:0.343, f1:0.385, total+:298, total-:52
@threshold:-0.629, sens:0.947, spec:0.153, ppv:0.237, acc:0.326, f1:0.379, total+:304, total-:46
@threshold:-0.630, sens:0.947, spec:0.146, ppv:0.235, acc:0.320, f1:0.377, total+:306, total-:44
@threshold:-0.649, sens:0.947, spec:0.142, ppv:0.235, acc:0.317, f1:0.376, total+:307, total-:43
@threshold:-0.667, sens:0.974, spec:0.117, ppv:0.234, acc:0.303, f1:0.378, total+:316, total-:34
@threshold:-0.699, sens:0.974, spec:0.109, ppv:0.233, acc:0.297, f1:0.376, total+:318, total-:32
@threshold:-0.845, sens:0.974, spec:0.106, ppv:0.232, acc:0.294, f1:0.375, total+:319, total-:31
@threshold:-0.855, sens:0.987, spec:0.084, ppv:0.230, acc:0.280, f1:0.373, total+:326, total-:24
@threshold:-0.949, sens:0.987, spec:0.080, ppv:0.229, acc:0.277, f1:0.372, total+:327, total-:23
@threshold:-1.031, sens:0.987, spec:0.058, ppv:0.225, acc:0.260, f1:0.367, total+:333, total-:17
@threshold:-1.037, sens:1.000, spec:0.036, ppv:0.224, acc:0.246, f1:0.365, total+:340, total-:10
@threshold:-1.139, sens:1.000, spec:0.018, ppv:0.220, acc:0.231, f1:0.361, total+:345, total-:5
@threshold:-1.167, sens:1.000, spec:0.011, ppv:0.219, acc:0.226, f1:0.359, total+:347, total-:3
@threshold:-1.363, sens:1.000, spec:0.007, ppv:0.218, acc:0.223, f1:0.358, total+:348, total-:2
* Vital: BMI-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.759
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 1.0
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_index_no_min_bmi_19_24
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_results_no_min_bmi_19_24
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_models_no_min_bmi_19_24.pkl
-----------------------------------------------------
boys no_min bmi_latest lasso
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.173, R^2 test: 0.214
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.173, R^2 test: 0.214
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.173, R^2 test: 0.213
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.160, R^2 test: 0.191
best alpha via bootstrap CV: 0.001
AUC Train: 0.750, Explained Variance Score Train: 0.173
AUC Validation: 0.780, Explained Variance Score Validation: 0.205
AUC Test: 0.716, Explained Variance Score Test: 0.214
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.305, R^2 test: 0.172
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.305, R^2 test: 0.173
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.305, R^2 test: 0.175
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.297, R^2 test: 0.199
best alpha via bootstrap CV: 0.1
AUC Train: 0.740, Explained Variance Score Train: 0.297
AUC Validation: 0.769, Explained Variance Score Validation: 0.284
AUC Test: 0.716, Explained Variance Score Test: 0.211
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.216, R^2 test: 0.187
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.216, R^2 test: 0.188
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.216, R^2 test: 0.188
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.205, R^2 test: 0.190
best alpha via bootstrap CV: 0.01
AUC Train: 0.757, Explained Variance Score Train: 0.216
AUC Validation: 0.801, Explained Variance Score Validation: 0.327
AUC Test: 0.716, Explained Variance Score Test: 0.214
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.159, R^2 test: 0.214
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.159, R^2 test: 0.214
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.159, R^2 test: 0.214
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.144, R^2 test: 0.195
best alpha via bootstrap CV: 0.001
AUC Train: 0.650, Explained Variance Score Train: 0.159
AUC Validation: 0.751, Explained Variance Score Validation: 0.222
AUC Test: 0.716, Explained Variance Score Test: 0.216
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.307, R^2 test: 0.196
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.306, R^2 test: 0.197
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.306, R^2 test: 0.198
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.291, R^2 test: 0.205
best alpha via bootstrap CV: 0.1
AUC Train: 0.778, Explained Variance Score Train: 0.291
AUC Validation: 0.833, Explained Variance Score Validation: 0.329
AUC Test: 0.716, Explained Variance Score Test: 0.215
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.265, R^2 test: 0.194
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.265, R^2 test: 0.195
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.265, R^2 test: 0.197
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.252, R^2 test: 0.214
best alpha via bootstrap CV: 0.1
AUC Train: 0.761, Explained Variance Score Train: 0.252
AUC Validation: 0.577, Explained Variance Score Validation: 0.177
AUC Test: 0.716, Explained Variance Score Test: 0.216
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.235, R^2 test: 0.199
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.235, R^2 test: 0.199
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.235, R^2 test: 0.200
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.217, R^2 test: 0.200
best alpha via bootstrap CV: 0.01
AUC Train: 0.718, Explained Variance Score Train: 0.235
AUC Validation: 0.675, Explained Variance Score Validation: 0.152
AUC Test: 0.716, Explained Variance Score Test: 0.212
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.146, R^2 test: 0.207
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.146, R^2 test: 0.206
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.146, R^2 test: 0.206
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.138, R^2 test: 0.188
best alpha via bootstrap CV: 0.001
AUC Train: 0.708, Explained Variance Score Train: 0.146
AUC Validation: 0.748, Explained Variance Score Validation: 0.218
AUC Test: 0.716, Explained Variance Score Test: 0.213
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.314, R^2 test: 0.203
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.314, R^2 test: 0.204
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.314, R^2 test: 0.205
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.299, R^2 test: 0.214
best alpha via bootstrap CV: 0.1
AUC Train: 0.780, Explained Variance Score Train: 0.299
AUC Validation: 0.810, Explained Variance Score Validation: 0.272
AUC Test: 0.716, Explained Variance Score Test: 0.215
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.173, R^2 test: 0.209
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.173, R^2 test: 0.209
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.173, R^2 test: 0.209
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.159, R^2 test: 0.192
best alpha via bootstrap CV: 0.001
AUC Train: 0.705, Explained Variance Score Train: 0.173
AUC Validation: 0.760, Explained Variance Score Validation: 0.372
AUC Test: 0.716, Explained Variance Score Test: 0.216
total variables 1 and total subjects: 1751
->AUC validation: 0.751 95% CI: [0.707 , 0.794]
->AUC test: 0.716 95% CI: [0.716 , 0.716]
->Explained Variance (R2) validation: 0.256 95% CI: [0.213 , 0.298]
->Explained Variance (R2) test: 0.214 95% CI: [0.213 , 0.215]
Test set metrics:
@threshold:1.451, sens:0.000, spec:1.000, ppv:0.000, acc:0.760, f1:0.000, total+:0, total-:350
@threshold:1.338, sens:0.012, spec:1.000, ppv:1.000, acc:0.763, f1:0.024, total+:1, total-:349
@threshold:1.064, sens:0.036, spec:0.996, ppv:0.750, acc:0.766, f1:0.068, total+:4, total-:346
@threshold:1.021, sens:0.048, spec:0.996, ppv:0.800, acc:0.769, f1:0.090, total+:5, total-:345
@threshold:0.937, sens:0.060, spec:0.992, ppv:0.714, acc:0.769, f1:0.110, total+:7, total-:343
@threshold:0.925, sens:0.071, spec:0.992, ppv:0.750, acc:0.771, f1:0.130, total+:8, total-:342
@threshold:0.908, sens:0.095, spec:0.992, ppv:0.800, acc:0.777, f1:0.170, total+:10, total-:340
@threshold:0.868, sens:0.107, spec:0.992, ppv:0.818, acc:0.780, f1:0.189, total+:11, total-:339
@threshold:0.865, sens:0.107, spec:0.989, ppv:0.750, acc:0.777, f1:0.188, total+:12, total-:338
@threshold:0.813, sens:0.119, spec:0.985, ppv:0.714, acc:0.777, f1:0.204, total+:14, total-:336
@threshold:0.794, sens:0.119, spec:0.981, ppv:0.667, acc:0.774, f1:0.202, total+:15, total-:335
@threshold:0.789, sens:0.131, spec:0.977, ppv:0.647, acc:0.774, f1:0.218, total+:17, total-:333
@threshold:0.774, sens:0.155, spec:0.970, ppv:0.619, acc:0.774, f1:0.248, total+:21, total-:329
@threshold:0.731, sens:0.155, spec:0.962, ppv:0.565, acc:0.769, f1:0.243, total+:23, total-:327
@threshold:0.665, sens:0.190, spec:0.959, ppv:0.593, acc:0.774, f1:0.288, total+:27, total-:323
@threshold:0.655, sens:0.202, spec:0.959, ppv:0.607, acc:0.777, f1:0.304, total+:28, total-:322
@threshold:0.648, sens:0.214, spec:0.955, ppv:0.600, acc:0.777, f1:0.316, total+:30, total-:320
@threshold:0.645, sens:0.214, spec:0.951, ppv:0.581, acc:0.774, f1:0.313, total+:31, total-:319
@threshold:0.581, sens:0.226, spec:0.940, ppv:0.543, acc:0.769, f1:0.319, total+:35, total-:315
@threshold:0.550, sens:0.238, spec:0.936, ppv:0.541, acc:0.769, f1:0.331, total+:37, total-:313
@threshold:0.538, sens:0.250, spec:0.932, ppv:0.538, acc:0.769, f1:0.341, total+:39, total-:311
@threshold:0.507, sens:0.250, spec:0.929, ppv:0.525, acc:0.766, f1:0.339, total+:40, total-:310
@threshold:0.495, sens:0.262, spec:0.925, ppv:0.524, acc:0.766, f1:0.349, total+:42, total-:308
@threshold:0.492, sens:0.262, spec:0.921, ppv:0.512, acc:0.763, f1:0.346, total+:43, total-:307
@threshold:0.488, sens:0.286, spec:0.921, ppv:0.533, acc:0.769, f1:0.372, total+:45, total-:305
@threshold:0.480, sens:0.286, spec:0.917, ppv:0.522, acc:0.766, f1:0.369, total+:46, total-:304
@threshold:0.445, sens:0.286, spec:0.898, ppv:0.471, acc:0.751, f1:0.356, total+:51, total-:299
@threshold:0.433, sens:0.298, spec:0.895, ppv:0.472, acc:0.751, f1:0.365, total+:53, total-:297
@threshold:0.418, sens:0.310, spec:0.895, ppv:0.481, acc:0.754, f1:0.377, total+:54, total-:296
@threshold:0.416, sens:0.310, spec:0.891, ppv:0.473, acc:0.751, f1:0.374, total+:55, total-:295
@threshold:0.414, sens:0.321, spec:0.891, ppv:0.482, acc:0.754, f1:0.386, total+:56, total-:294
@threshold:0.411, sens:0.321, spec:0.880, ppv:0.458, acc:0.746, f1:0.378, total+:59, total-:291
@threshold:0.397, sens:0.333, spec:0.880, ppv:0.467, acc:0.749, f1:0.389, total+:60, total-:290
@threshold:0.392, sens:0.333, spec:0.876, ppv:0.459, acc:0.746, f1:0.386, total+:61, total-:289
@threshold:0.390, sens:0.345, spec:0.872, ppv:0.460, acc:0.746, f1:0.395, total+:63, total-:287
@threshold:0.378, sens:0.345, spec:0.868, ppv:0.453, acc:0.743, f1:0.392, total+:64, total-:286
@threshold:0.375, sens:0.357, spec:0.865, ppv:0.455, acc:0.743, f1:0.400, total+:66, total-:284
@threshold:0.368, sens:0.357, spec:0.861, ppv:0.448, acc:0.740, f1:0.397, total+:67, total-:283
@threshold:0.366, sens:0.369, spec:0.857, ppv:0.449, acc:0.740, f1:0.405, total+:69, total-:281
@threshold:0.359, sens:0.381, spec:0.846, ppv:0.438, acc:0.734, f1:0.408, total+:73, total-:277
@threshold:0.356, sens:0.381, spec:0.842, ppv:0.432, acc:0.731, f1:0.405, total+:74, total-:276
@threshold:0.351, sens:0.405, spec:0.835, ppv:0.436, acc:0.731, f1:0.420, total+:78, total-:272
@threshold:0.342, sens:0.417, spec:0.835, ppv:0.443, acc:0.734, f1:0.429, total+:79, total-:271
@threshold:0.335, sens:0.417, spec:0.827, ppv:0.432, acc:0.729, f1:0.424, total+:81, total-:269
@threshold:0.332, sens:0.417, spec:0.823, ppv:0.427, acc:0.726, f1:0.422, total+:82, total-:268
@threshold:0.328, sens:0.429, spec:0.820, ppv:0.429, acc:0.726, f1:0.429, total+:84, total-:266
@threshold:0.325, sens:0.429, spec:0.816, ppv:0.424, acc:0.723, f1:0.426, total+:85, total-:265
@threshold:0.299, sens:0.452, spec:0.812, ppv:0.432, acc:0.726, f1:0.442, total+:88, total-:262
@threshold:0.282, sens:0.464, spec:0.808, ppv:0.433, acc:0.726, f1:0.448, total+:90, total-:260
@threshold:0.277, sens:0.476, spec:0.801, ppv:0.430, acc:0.723, f1:0.452, total+:93, total-:257
@threshold:0.263, sens:0.488, spec:0.797, ppv:0.432, acc:0.723, f1:0.458, total+:95, total-:255
@threshold:0.258, sens:0.500, spec:0.797, ppv:0.438, acc:0.726, f1:0.467, total+:96, total-:254
@threshold:0.251, sens:0.500, spec:0.786, ppv:0.424, acc:0.717, f1:0.459, total+:99, total-:251
@threshold:0.249, sens:0.512, spec:0.786, ppv:0.430, acc:0.720, f1:0.467, total+:100, total-:250
@threshold:0.232, sens:0.512, spec:0.771, ppv:0.413, acc:0.709, f1:0.457, total+:104, total-:246
@threshold:0.230, sens:0.512, spec:0.767, ppv:0.410, acc:0.706, f1:0.455, total+:105, total-:245
@threshold:0.227, sens:0.536, spec:0.767, ppv:0.421, acc:0.711, f1:0.471, total+:107, total-:243
@threshold:0.222, sens:0.548, spec:0.763, ppv:0.422, acc:0.711, f1:0.477, total+:109, total-:241
@threshold:0.210, sens:0.548, spec:0.759, ppv:0.418, acc:0.709, f1:0.474, total+:110, total-:240
@threshold:0.203, sens:0.548, spec:0.741, ppv:0.400, acc:0.694, f1:0.462, total+:115, total-:235
@threshold:0.201, sens:0.548, spec:0.737, ppv:0.397, acc:0.691, f1:0.460, total+:116, total-:234
@threshold:0.198, sens:0.548, spec:0.729, ppv:0.390, acc:0.686, f1:0.455, total+:118, total-:232
@threshold:0.191, sens:0.560, spec:0.729, ppv:0.395, acc:0.689, f1:0.463, total+:119, total-:231
@threshold:0.189, sens:0.560, spec:0.726, ppv:0.392, acc:0.686, f1:0.461, total+:120, total-:230
@threshold:0.182, sens:0.571, spec:0.726, ppv:0.397, acc:0.689, f1:0.468, total+:121, total-:229
@threshold:0.179, sens:0.571, spec:0.722, ppv:0.393, acc:0.686, f1:0.466, total+:122, total-:228
@threshold:0.172, sens:0.583, spec:0.722, ppv:0.398, acc:0.689, f1:0.473, total+:123, total-:227
@threshold:0.165, sens:0.595, spec:0.711, ppv:0.394, acc:0.683, f1:0.474, total+:127, total-:223
@threshold:0.151, sens:0.619, spec:0.707, ppv:0.400, acc:0.686, f1:0.486, total+:130, total-:220
@threshold:0.148, sens:0.619, spec:0.703, ppv:0.397, acc:0.683, f1:0.484, total+:131, total-:219
@threshold:0.146, sens:0.619, spec:0.695, ppv:0.391, acc:0.677, f1:0.479, total+:133, total-:217
@threshold:0.144, sens:0.643, spec:0.695, ppv:0.400, acc:0.683, f1:0.493, total+:135, total-:215
@threshold:0.141, sens:0.643, spec:0.692, ppv:0.397, acc:0.680, f1:0.491, total+:136, total-:214
@threshold:0.129, sens:0.643, spec:0.684, ppv:0.391, acc:0.674, f1:0.486, total+:138, total-:212
@threshold:0.127, sens:0.655, spec:0.680, ppv:0.393, acc:0.674, f1:0.491, total+:140, total-:210
@threshold:0.124, sens:0.667, spec:0.680, ppv:0.397, acc:0.677, f1:0.498, total+:141, total-:209
@threshold:0.120, sens:0.667, spec:0.677, ppv:0.394, acc:0.674, f1:0.496, total+:142, total-:208
@threshold:0.117, sens:0.679, spec:0.673, ppv:0.396, acc:0.674, f1:0.500, total+:144, total-:206
@threshold:0.108, sens:0.702, spec:0.662, ppv:0.396, acc:0.671, f1:0.506, total+:149, total-:201
@threshold:0.103, sens:0.702, spec:0.658, ppv:0.393, acc:0.669, f1:0.504, total+:150, total-:200
@threshold:0.101, sens:0.702, spec:0.650, ppv:0.388, acc:0.663, f1:0.500, total+:152, total-:198
@threshold:0.096, sens:0.702, spec:0.647, ppv:0.386, acc:0.660, f1:0.498, total+:153, total-:197
@threshold:0.091, sens:0.714, spec:0.643, ppv:0.387, acc:0.660, f1:0.502, total+:155, total-:195
@threshold:0.084, sens:0.714, spec:0.639, ppv:0.385, acc:0.657, f1:0.500, total+:156, total-:194
@threshold:0.077, sens:0.726, spec:0.632, ppv:0.384, acc:0.654, f1:0.502, total+:159, total-:191
@threshold:0.074, sens:0.726, spec:0.628, ppv:0.381, acc:0.651, f1:0.500, total+:160, total-:190
@threshold:0.069, sens:0.738, spec:0.624, ppv:0.383, acc:0.651, f1:0.504, total+:162, total-:188
@threshold:0.067, sens:0.738, spec:0.620, ppv:0.380, acc:0.649, f1:0.502, total+:163, total-:187
@threshold:0.062, sens:0.762, spec:0.609, ppv:0.381, acc:0.646, f1:0.508, total+:168, total-:182
@threshold:0.057, sens:0.762, spec:0.605, ppv:0.379, acc:0.643, f1:0.506, total+:169, total-:181
@threshold:0.053, sens:0.774, spec:0.605, ppv:0.382, acc:0.646, f1:0.512, total+:170, total-:180
@threshold:0.050, sens:0.774, spec:0.594, ppv:0.376, acc:0.637, f1:0.506, total+:173, total-:177
@threshold:0.048, sens:0.774, spec:0.590, ppv:0.374, acc:0.634, f1:0.504, total+:174, total-:176
@threshold:0.046, sens:0.774, spec:0.583, ppv:0.369, acc:0.629, f1:0.500, total+:176, total-:174
@threshold:0.043, sens:0.786, spec:0.583, ppv:0.373, acc:0.631, f1:0.506, total+:177, total-:173
@threshold:0.041, sens:0.786, spec:0.568, ppv:0.365, acc:0.620, f1:0.498, total+:181, total-:169
@threshold:0.036, sens:0.786, spec:0.560, ppv:0.361, acc:0.614, f1:0.494, total+:183, total-:167
@threshold:0.036, sens:0.786, spec:0.556, ppv:0.359, acc:0.611, f1:0.493, total+:184, total-:166
@threshold:0.024, sens:0.821, spec:0.530, ppv:0.356, acc:0.600, f1:0.496, total+:194, total-:156
@threshold:0.022, sens:0.821, spec:0.523, ppv:0.352, acc:0.594, f1:0.493, total+:196, total-:154
@threshold:0.017, sens:0.821, spec:0.519, ppv:0.350, acc:0.591, f1:0.491, total+:197, total-:153
@threshold:-0.007, sens:0.821, spec:0.489, ppv:0.337, acc:0.569, f1:0.478, total+:205, total-:145
@threshold:-0.014, sens:0.821, spec:0.485, ppv:0.335, acc:0.566, f1:0.476, total+:206, total-:144
@threshold:-0.031, sens:0.821, spec:0.470, ppv:0.329, acc:0.554, f1:0.469, total+:210, total-:140
@threshold:-0.033, sens:0.821, spec:0.466, ppv:0.327, acc:0.551, f1:0.468, total+:211, total-:139
@threshold:-0.040, sens:0.821, spec:0.459, ppv:0.324, acc:0.546, f1:0.465, total+:213, total-:137
@threshold:-0.048, sens:0.833, spec:0.455, ppv:0.326, acc:0.546, f1:0.468, total+:215, total-:135
@threshold:-0.050, sens:0.833, spec:0.451, ppv:0.324, acc:0.543, f1:0.467, total+:216, total-:134
@threshold:-0.057, sens:0.833, spec:0.440, ppv:0.320, acc:0.534, f1:0.462, total+:219, total-:131
@threshold:-0.060, sens:0.833, spec:0.436, ppv:0.318, acc:0.531, f1:0.461, total+:220, total-:130
@threshold:-0.074, sens:0.833, spec:0.425, ppv:0.314, acc:0.523, f1:0.456, total+:223, total-:127
@threshold:-0.076, sens:0.833, spec:0.421, ppv:0.312, acc:0.520, f1:0.455, total+:224, total-:126
@threshold:-0.079, sens:0.845, spec:0.421, ppv:0.316, acc:0.523, f1:0.460, total+:225, total-:125
@threshold:-0.084, sens:0.857, spec:0.406, ppv:0.313, acc:0.514, f1:0.459, total+:230, total-:120
@threshold:-0.086, sens:0.857, spec:0.402, ppv:0.312, acc:0.511, f1:0.457, total+:231, total-:119
@threshold:-0.093, sens:0.857, spec:0.395, ppv:0.309, acc:0.506, f1:0.454, total+:233, total-:117
@threshold:-0.107, sens:0.857, spec:0.383, ppv:0.305, acc:0.497, f1:0.450, total+:236, total-:114
@threshold:-0.124, sens:0.857, spec:0.350, ppv:0.294, acc:0.471, f1:0.438, total+:245, total-:105
@threshold:-0.129, sens:0.857, spec:0.346, ppv:0.293, acc:0.469, f1:0.436, total+:246, total-:104
@threshold:-0.138, sens:0.857, spec:0.338, ppv:0.290, acc:0.463, f1:0.434, total+:248, total-:102
@threshold:-0.148, sens:0.869, spec:0.331, ppv:0.291, acc:0.460, f1:0.436, total+:251, total-:99
@threshold:-0.155, sens:0.869, spec:0.316, ppv:0.286, acc:0.449, f1:0.431, total+:255, total-:95
@threshold:-0.167, sens:0.869, spec:0.312, ppv:0.285, acc:0.446, f1:0.429, total+:256, total-:94
@threshold:-0.170, sens:0.869, spec:0.293, ppv:0.280, acc:0.431, f1:0.423, total+:261, total-:89
@threshold:-0.172, sens:0.869, spec:0.289, ppv:0.279, acc:0.429, f1:0.422, total+:262, total-:88
@threshold:-0.191, sens:0.869, spec:0.278, ppv:0.275, acc:0.420, f1:0.418, total+:265, total-:85
@threshold:-0.193, sens:0.869, spec:0.274, ppv:0.274, acc:0.417, f1:0.417, total+:266, total-:84
@threshold:-0.198, sens:0.881, spec:0.274, ppv:0.277, acc:0.420, f1:0.422, total+:267, total-:83
@threshold:-0.210, sens:0.893, spec:0.259, ppv:0.276, acc:0.411, f1:0.421, total+:272, total-:78
@threshold:-0.222, sens:0.893, spec:0.252, ppv:0.274, acc:0.406, f1:0.419, total+:274, total-:76
@threshold:-0.225, sens:0.893, spec:0.248, ppv:0.273, acc:0.403, f1:0.418, total+:275, total-:75
@threshold:-0.227, sens:0.905, spec:0.233, ppv:0.271, acc:0.394, f1:0.418, total+:280, total-:70
@threshold:-0.246, sens:0.905, spec:0.222, ppv:0.269, acc:0.386, f1:0.414, total+:283, total-:67
@threshold:-0.256, sens:0.905, spec:0.211, ppv:0.266, acc:0.377, f1:0.411, total+:286, total-:64
@threshold:-0.260, sens:0.905, spec:0.207, ppv:0.265, acc:0.374, f1:0.410, total+:287, total-:63
@threshold:-0.263, sens:0.917, spec:0.199, ppv:0.266, acc:0.371, f1:0.412, total+:290, total-:60
@threshold:-0.275, sens:0.929, spec:0.199, ppv:0.268, acc:0.374, f1:0.416, total+:291, total-:59
@threshold:-0.282, sens:0.929, spec:0.195, ppv:0.267, acc:0.371, f1:0.415, total+:292, total-:58
@threshold:-0.291, sens:0.940, spec:0.195, ppv:0.270, acc:0.374, f1:0.419, total+:293, total-:57
@threshold:-0.296, sens:0.940, spec:0.184, ppv:0.267, acc:0.366, f1:0.416, total+:296, total-:54
@threshold:-0.303, sens:0.940, spec:0.180, ppv:0.266, acc:0.363, f1:0.415, total+:297, total-:53
@threshold:-0.313, sens:0.940, spec:0.169, ppv:0.263, acc:0.354, f1:0.411, total+:300, total-:50
@threshold:-0.337, sens:0.940, spec:0.154, ppv:0.260, acc:0.343, f1:0.407, total+:304, total-:46
@threshold:-0.358, sens:0.940, spec:0.150, ppv:0.259, acc:0.340, f1:0.406, total+:305, total-:45
@threshold:-0.366, sens:0.952, spec:0.150, ppv:0.261, acc:0.343, f1:0.410, total+:306, total-:44
@threshold:-0.370, sens:0.964, spec:0.143, ppv:0.262, acc:0.340, f1:0.412, total+:309, total-:41
@threshold:-0.373, sens:0.976, spec:0.132, ppv:0.262, acc:0.334, f1:0.413, total+:313, total-:37
@threshold:-0.375, sens:0.976, spec:0.128, ppv:0.261, acc:0.331, f1:0.412, total+:314, total-:36
@threshold:-0.420, sens:0.976, spec:0.105, ppv:0.256, acc:0.314, f1:0.406, total+:320, total-:30
@threshold:-0.440, sens:0.976, spec:0.102, ppv:0.255, acc:0.311, f1:0.405, total+:321, total-:29
@threshold:-0.492, sens:0.988, spec:0.079, ppv:0.253, acc:0.297, f1:0.403, total+:328, total-:22
@threshold:-0.518, sens:0.988, spec:0.075, ppv:0.252, acc:0.294, f1:0.402, total+:329, total-:21
@threshold:-0.659, sens:0.988, spec:0.034, ppv:0.244, acc:0.263, f1:0.392, total+:340, total-:10
@threshold:-0.674, sens:0.988, spec:0.030, ppv:0.243, acc:0.260, f1:0.391, total+:341, total-:9
@threshold:-0.769, sens:0.988, spec:0.011, ppv:0.240, acc:0.246, f1:0.386, total+:346, total-:4
@threshold:-0.951, sens:0.988, spec:0.008, ppv:0.239, acc:0.243, f1:0.385, total+:347, total-:3
@threshold:-1.223, sens:1.000, spec:0.004, ppv:0.241, acc:0.243, f1:0.388, total+:349, total-:1
* Vital: BMI-latest | coef 0.462 95% CI: [0.438 , 0.487] | OR_adj 1.588 [1.549 1.627] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.716
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 0.462164926322
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_index_no_min_bmi_latest
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_results_no_min_bmi_latest
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_models_no_min_bmi_latest.pkl
-----------------------------------------------------
boys no_min bmi_latest randomforest
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.673, R^2 test: 0.034
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.518, R^2 test: 0.145
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.399, R^2 test: 0.194
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.358, R^2 test: 0.208
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.823, Explained Variance Score Train: 0.358
AUC Validation: 0.666, Explained Variance Score Validation: 0.189
AUC Test: 0.740, Explained Variance Score Test: 0.212
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.659, R^2 test: -0.131
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.523, R^2 test: 0.003
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.337, R^2 test: 0.160
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.301, R^2 test: 0.176
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.743, Explained Variance Score Train: 0.301
AUC Validation: 0.771, Explained Variance Score Validation: 0.197
AUC Test: 0.723, Explained Variance Score Test: 0.176
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.808, R^2 test: -0.166
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.642, R^2 test: 0.025
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.488, R^2 test: 0.133
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.440, R^2 test: 0.159
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.780, Explained Variance Score Train: 0.440
AUC Validation: 0.764, Explained Variance Score Validation: 0.064
AUC Test: 0.735, Explained Variance Score Test: 0.160
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.778, R^2 test: -0.197
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.596, R^2 test: -0.031
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.420, R^2 test: 0.098
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.367, R^2 test: 0.145
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.778, Explained Variance Score Train: 0.367
AUC Validation: 0.716, Explained Variance Score Validation: -0.027
AUC Test: 0.733, Explained Variance Score Test: 0.154
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.685, R^2 test: -0.166
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.513, R^2 test: -0.082
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.344, R^2 test: 0.093
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.288, R^2 test: 0.150
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.746, Explained Variance Score Train: 0.288
AUC Validation: 0.788, Explained Variance Score Validation: 0.278
AUC Test: 0.709, Explained Variance Score Test: 0.155
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.647, R^2 test: -0.110
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.489, R^2 test: -0.011
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.322, R^2 test: 0.107
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.268, R^2 test: 0.158
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.799, Explained Variance Score Train: 0.268
AUC Validation: 0.753, Explained Variance Score Validation: 0.291
AUC Test: 0.690, Explained Variance Score Test: 0.158
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.608, R^2 test: -0.081
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.517, R^2 test: -0.016
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.384, R^2 test: 0.104
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.349, R^2 test: 0.144
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.825, Explained Variance Score Train: 0.349
AUC Validation: 0.743, Explained Variance Score Validation: 0.300
AUC Test: 0.722, Explained Variance Score Test: 0.150
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.671, R^2 test: -0.071
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.518, R^2 test: 0.041
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.351, R^2 test: 0.170
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.313, R^2 test: 0.198
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.797, Explained Variance Score Train: 0.313
AUC Validation: 0.780, Explained Variance Score Validation: 0.127
AUC Test: 0.728, Explained Variance Score Test: 0.198
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.613, R^2 test: -0.146
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.476, R^2 test: 0.035
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.351, R^2 test: 0.114
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.316, R^2 test: 0.141
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.761, Explained Variance Score Train: 0.316
AUC Validation: 0.801, Explained Variance Score Validation: 0.242
AUC Test: 0.715, Explained Variance Score Test: 0.144
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.707, R^2 test: -0.122
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.580, R^2 test: -0.016
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.428, R^2 test: 0.102
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.367, R^2 test: 0.176
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.787, Explained Variance Score Train: 0.367
AUC Validation: 0.704, Explained Variance Score Validation: 0.175
AUC Test: 0.733, Explained Variance Score Test: 0.180
total variables 1 and total subjects: 1751
->AUC validation: 0.749 95% CI: [0.724 , 0.773]
->AUC test: 0.723 95% CI: [0.714 , 0.731]
->Explained Variance (R2) validation: 0.184 95% CI: [0.122 , 0.245]
->Explained Variance (R2) test: 0.169 95% CI: [0.156 , 0.182]
Test set metrics:
@threshold:2.945, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, total+:0, total-:350
@threshold:1.945, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, total+:0, total-:350
@threshold:1.907, sens:0.108, spec:0.985, ppv:0.692, acc:0.777, f1:0.188, total+:13, total-:337
@threshold:1.767, sens:0.120, spec:0.985, ppv:0.714, acc:0.780, f1:0.206, total+:14, total-:336
@threshold:1.615, sens:0.145, spec:0.985, ppv:0.750, acc:0.786, f1:0.242, total+:16, total-:334
@threshold:1.209, sens:0.169, spec:0.978, ppv:0.700, acc:0.786, f1:0.272, total+:20, total-:330
@threshold:1.209, sens:0.169, spec:0.974, ppv:0.667, acc:0.783, f1:0.269, total+:21, total-:329
@threshold:0.992, sens:0.181, spec:0.974, ppv:0.682, acc:0.786, f1:0.286, total+:22, total-:328
@threshold:0.883, sens:0.193, spec:0.966, ppv:0.640, acc:0.783, f1:0.296, total+:25, total-:325
@threshold:0.861, sens:0.193, spec:0.963, ppv:0.615, acc:0.780, f1:0.294, total+:26, total-:324
@threshold:0.847, sens:0.205, spec:0.963, ppv:0.630, acc:0.783, f1:0.309, total+:27, total-:323
@threshold:0.801, sens:0.205, spec:0.959, ppv:0.607, acc:0.780, f1:0.306, total+:28, total-:322
@threshold:0.791, sens:0.217, spec:0.955, ppv:0.600, acc:0.780, f1:0.319, total+:30, total-:320
@threshold:0.712, sens:0.229, spec:0.951, ppv:0.594, acc:0.780, f1:0.330, total+:32, total-:318
@threshold:0.708, sens:0.229, spec:0.948, ppv:0.576, acc:0.777, f1:0.328, total+:33, total-:317
@threshold:0.684, sens:0.265, spec:0.944, ppv:0.595, acc:0.783, f1:0.367, total+:37, total-:313
@threshold:0.684, sens:0.277, spec:0.940, ppv:0.590, acc:0.783, f1:0.377, total+:39, total-:311
@threshold:0.682, sens:0.289, spec:0.940, ppv:0.600, acc:0.786, f1:0.390, total+:40, total-:310
@threshold:0.680, sens:0.301, spec:0.933, ppv:0.581, acc:0.783, f1:0.397, total+:43, total-:307
@threshold:0.680, sens:0.301, spec:0.929, ppv:0.568, acc:0.780, f1:0.394, total+:44, total-:306
@threshold:0.674, sens:0.301, spec:0.918, ppv:0.532, acc:0.771, f1:0.385, total+:47, total-:303
@threshold:0.673, sens:0.313, spec:0.918, ppv:0.542, acc:0.774, f1:0.397, total+:48, total-:302
@threshold:0.655, sens:0.313, spec:0.914, ppv:0.531, acc:0.771, f1:0.394, total+:49, total-:301
@threshold:0.649, sens:0.313, spec:0.903, ppv:0.500, acc:0.763, f1:0.385, total+:52, total-:298
@threshold:0.636, sens:0.313, spec:0.899, ppv:0.491, acc:0.760, f1:0.382, total+:53, total-:297
@threshold:0.625, sens:0.325, spec:0.888, ppv:0.474, acc:0.754, f1:0.386, total+:57, total-:293
@threshold:0.623, sens:0.325, spec:0.884, ppv:0.466, acc:0.751, f1:0.383, total+:58, total-:292
@threshold:0.623, sens:0.337, spec:0.876, ppv:0.459, acc:0.749, f1:0.389, total+:61, total-:289
@threshold:0.590, sens:0.361, spec:0.869, ppv:0.462, acc:0.749, f1:0.405, total+:65, total-:285
@threshold:0.582, sens:0.361, spec:0.865, ppv:0.455, acc:0.746, f1:0.403, total+:66, total-:284
@threshold:0.570, sens:0.373, spec:0.858, ppv:0.449, acc:0.743, f1:0.408, total+:69, total-:281
@threshold:0.547, sens:0.373, spec:0.850, ppv:0.437, acc:0.737, f1:0.403, total+:71, total-:279
@threshold:0.547, sens:0.373, spec:0.846, ppv:0.431, acc:0.734, f1:0.400, total+:72, total-:278
@threshold:0.546, sens:0.386, spec:0.843, ppv:0.432, acc:0.734, f1:0.408, total+:74, total-:276
@threshold:0.533, sens:0.398, spec:0.835, ppv:0.429, acc:0.731, f1:0.412, total+:77, total-:273
@threshold:0.531, sens:0.410, spec:0.835, ppv:0.436, acc:0.734, f1:0.422, total+:78, total-:272
@threshold:0.510, sens:0.434, spec:0.831, ppv:0.444, acc:0.737, f1:0.439, total+:81, total-:269
@threshold:0.510, sens:0.446, spec:0.831, ppv:0.451, acc:0.740, f1:0.448, total+:82, total-:268
@threshold:0.458, sens:0.458, spec:0.816, ppv:0.437, acc:0.731, f1:0.447, total+:87, total-:263
@threshold:0.457, sens:0.458, spec:0.813, ppv:0.432, acc:0.729, f1:0.444, total+:88, total-:262
@threshold:0.453, sens:0.482, spec:0.813, ppv:0.444, acc:0.734, f1:0.462, total+:90, total-:260
@threshold:0.378, sens:0.506, spec:0.809, ppv:0.452, acc:0.737, f1:0.477, total+:93, total-:257
@threshold:0.377, sens:0.518, spec:0.809, ppv:0.457, acc:0.740, f1:0.486, total+:94, total-:256
@threshold:0.335, sens:0.542, spec:0.801, ppv:0.459, acc:0.740, f1:0.497, total+:98, total-:252
@threshold:0.288, sens:0.554, spec:0.801, ppv:0.465, acc:0.743, f1:0.505, total+:99, total-:251
@threshold:0.244, sens:0.578, spec:0.787, ppv:0.457, acc:0.737, f1:0.511, total+:105, total-:245
@threshold:0.241, sens:0.578, spec:0.783, ppv:0.453, acc:0.734, f1:0.508, total+:106, total-:244
@threshold:0.239, sens:0.578, spec:0.775, ppv:0.444, acc:0.729, f1:0.503, total+:108, total-:242
@threshold:0.239, sens:0.590, spec:0.764, ppv:0.438, acc:0.723, f1:0.503, total+:112, total-:238
@threshold:0.210, sens:0.602, spec:0.757, ppv:0.435, acc:0.720, f1:0.505, total+:115, total-:235
@threshold:0.190, sens:0.602, spec:0.749, ppv:0.427, acc:0.714, f1:0.500, total+:117, total-:233
@threshold:0.188, sens:0.602, spec:0.745, ppv:0.424, acc:0.711, f1:0.498, total+:118, total-:232
@threshold:0.168, sens:0.602, spec:0.734, ppv:0.413, acc:0.703, f1:0.490, total+:121, total-:229
@threshold:0.143, sens:0.627, spec:0.734, ppv:0.423, acc:0.709, f1:0.505, total+:123, total-:227
@threshold:0.082, sens:0.639, spec:0.730, ppv:0.424, acc:0.709, f1:0.510, total+:125, total-:225
@threshold:0.078, sens:0.639, spec:0.727, ppv:0.421, acc:0.706, f1:0.507, total+:126, total-:224
@threshold:0.073, sens:0.651, spec:0.727, ppv:0.425, acc:0.709, f1:0.514, total+:127, total-:223
@threshold:0.038, sens:0.663, spec:0.700, ppv:0.407, acc:0.691, f1:0.505, total+:135, total-:215
@threshold:0.037, sens:0.675, spec:0.697, ppv:0.409, acc:0.691, f1:0.509, total+:137, total-:213
@threshold:0.032, sens:0.675, spec:0.693, ppv:0.406, acc:0.689, f1:0.507, total+:138, total-:212
@threshold:0.021, sens:0.711, spec:0.652, ppv:0.388, acc:0.666, f1:0.502, total+:152, total-:198
@threshold:0.019, sens:0.711, spec:0.648, ppv:0.386, acc:0.663, f1:0.500, total+:153, total-:197
@threshold:0.002, sens:0.711, spec:0.633, ppv:0.376, acc:0.651, f1:0.492, total+:157, total-:193
@threshold:-0.007, sens:0.723, spec:0.629, ppv:0.377, acc:0.651, f1:0.496, total+:159, total-:191
@threshold:-0.010, sens:0.723, spec:0.622, ppv:0.373, acc:0.646, f1:0.492, total+:161, total-:189
@threshold:-0.032, sens:0.723, spec:0.603, ppv:0.361, acc:0.631, f1:0.482, total+:166, total-:184
@threshold:-0.038, sens:0.723, spec:0.592, ppv:0.355, acc:0.623, f1:0.476, total+:169, total-:181
@threshold:-0.043, sens:0.723, spec:0.588, ppv:0.353, acc:0.620, f1:0.474, total+:170, total-:180
@threshold:-0.047, sens:0.735, spec:0.584, ppv:0.355, acc:0.620, f1:0.478, total+:172, total-:178
@threshold:-0.052, sens:0.735, spec:0.581, ppv:0.353, acc:0.617, f1:0.477, total+:173, total-:177
@threshold:-0.054, sens:0.735, spec:0.573, ppv:0.349, acc:0.611, f1:0.473, total+:175, total-:175
@threshold:-0.059, sens:0.747, spec:0.562, ppv:0.346, acc:0.606, f1:0.473, total+:179, total-:171
@threshold:-0.059, sens:0.747, spec:0.558, ppv:0.344, acc:0.603, f1:0.471, total+:180, total-:170
@threshold:-0.070, sens:0.771, spec:0.551, ppv:0.348, acc:0.603, f1:0.479, total+:184, total-:166
@threshold:-0.075, sens:0.771, spec:0.547, ppv:0.346, acc:0.600, f1:0.478, total+:185, total-:165
@threshold:-0.077, sens:0.795, spec:0.536, ppv:0.347, acc:0.597, f1:0.484, total+:190, total-:160
@threshold:-0.088, sens:0.795, spec:0.528, ppv:0.344, acc:0.591, f1:0.480, total+:192, total-:158
@threshold:-0.090, sens:0.807, spec:0.524, ppv:0.345, acc:0.591, f1:0.484, total+:194, total-:156
@threshold:-0.090, sens:0.807, spec:0.521, ppv:0.344, acc:0.589, f1:0.482, total+:195, total-:155
@threshold:-0.090, sens:0.819, spec:0.517, ppv:0.345, acc:0.589, f1:0.486, total+:197, total-:153
@threshold:-0.095, sens:0.819, spec:0.513, ppv:0.343, acc:0.586, f1:0.484, total+:198, total-:152
@threshold:-0.100, sens:0.819, spec:0.494, ppv:0.335, acc:0.571, f1:0.476, total+:203, total-:147
@threshold:-0.112, sens:0.819, spec:0.491, ppv:0.333, acc:0.569, f1:0.474, total+:204, total-:146
@threshold:-0.114, sens:0.831, spec:0.491, ppv:0.337, acc:0.571, f1:0.479, total+:205, total-:145
@threshold:-0.117, sens:0.831, spec:0.487, ppv:0.335, acc:0.569, f1:0.478, total+:206, total-:144
@threshold:-0.118, sens:0.843, spec:0.487, ppv:0.338, acc:0.571, f1:0.483, total+:207, total-:143
@threshold:-0.121, sens:0.855, spec:0.476, ppv:0.336, acc:0.566, f1:0.483, total+:211, total-:139
@threshold:-0.124, sens:0.855, spec:0.464, ppv:0.332, acc:0.557, f1:0.478, total+:214, total-:136
@threshold:-0.135, sens:0.855, spec:0.449, ppv:0.326, acc:0.546, f1:0.472, total+:218, total-:132
@threshold:-0.137, sens:0.867, spec:0.442, ppv:0.326, acc:0.543, f1:0.474, total+:221, total-:129
@threshold:-0.139, sens:0.867, spec:0.438, ppv:0.324, acc:0.540, f1:0.472, total+:222, total-:128
@threshold:-0.140, sens:0.867, spec:0.419, ppv:0.317, acc:0.526, f1:0.465, total+:227, total-:123
@threshold:-0.141, sens:0.867, spec:0.416, ppv:0.316, acc:0.523, f1:0.463, total+:228, total-:122
@threshold:-0.142, sens:0.867, spec:0.408, ppv:0.313, acc:0.517, f1:0.460, total+:230, total-:120
@threshold:-0.151, sens:0.880, spec:0.397, ppv:0.312, acc:0.511, f1:0.461, total+:234, total-:116
@threshold:-0.154, sens:0.880, spec:0.390, ppv:0.309, acc:0.506, f1:0.458, total+:236, total-:114
@threshold:-0.166, sens:0.880, spec:0.386, ppv:0.308, acc:0.503, f1:0.456, total+:237, total-:113
@threshold:-0.188, sens:0.880, spec:0.360, ppv:0.299, acc:0.483, f1:0.446, total+:244, total-:106
@threshold:-0.191, sens:0.880, spec:0.356, ppv:0.298, acc:0.480, f1:0.445, total+:245, total-:105
@threshold:-0.194, sens:0.892, spec:0.352, ppv:0.300, acc:0.480, f1:0.448, total+:247, total-:103
@threshold:-0.198, sens:0.892, spec:0.348, ppv:0.298, acc:0.477, f1:0.447, total+:248, total-:102
@threshold:-0.200, sens:0.904, spec:0.345, ppv:0.300, acc:0.477, f1:0.450, total+:250, total-:100
@threshold:-0.200, sens:0.904, spec:0.341, ppv:0.299, acc:0.474, f1:0.449, total+:251, total-:99
@threshold:-0.252, sens:0.916, spec:0.322, ppv:0.296, acc:0.463, f1:0.447, total+:257, total-:93
@threshold:-0.256, sens:0.916, spec:0.318, ppv:0.295, acc:0.460, f1:0.446, total+:258, total-:92
@threshold:-0.257, sens:0.916, spec:0.303, ppv:0.290, acc:0.449, f1:0.441, total+:262, total-:88
@threshold:-0.257, sens:0.928, spec:0.303, ppv:0.293, acc:0.451, f1:0.445, total+:263, total-:87
@threshold:-0.260, sens:0.928, spec:0.292, ppv:0.289, acc:0.443, f1:0.441, total+:266, total-:84
@threshold:-0.262, sens:0.928, spec:0.288, ppv:0.288, acc:0.440, f1:0.440, total+:267, total-:83
@threshold:-0.296, sens:0.940, spec:0.281, ppv:0.289, acc:0.437, f1:0.442, total+:270, total-:80
@threshold:-0.299, sens:0.940, spec:0.273, ppv:0.287, acc:0.431, f1:0.439, total+:272, total-:78
@threshold:-0.299, sens:0.940, spec:0.270, ppv:0.286, acc:0.429, f1:0.438, total+:273, total-:77
@threshold:-0.300, sens:0.940, spec:0.262, ppv:0.284, acc:0.423, f1:0.436, total+:275, total-:75
@threshold:-0.301, sens:0.940, spec:0.251, ppv:0.281, acc:0.414, f1:0.432, total+:278, total-:72
@threshold:-0.346, sens:0.940, spec:0.236, ppv:0.277, acc:0.403, f1:0.427, total+:282, total-:68
@threshold:-0.352, sens:0.940, spec:0.225, ppv:0.274, acc:0.394, f1:0.424, total+:285, total-:65
@threshold:-0.385, sens:0.940, spec:0.221, ppv:0.273, acc:0.391, f1:0.423, total+:286, total-:64
@threshold:-0.385, sens:0.940, spec:0.210, ppv:0.270, acc:0.383, f1:0.419, total+:289, total-:61
@threshold:-0.419, sens:0.940, spec:0.195, ppv:0.266, acc:0.371, f1:0.415, total+:293, total-:57
@threshold:-0.429, sens:0.940, spec:0.180, ppv:0.263, acc:0.360, f1:0.411, total+:297, total-:53
@threshold:-0.525, sens:0.940, spec:0.169, ppv:0.260, acc:0.351, f1:0.407, total+:300, total-:50
@threshold:-0.583, sens:0.940, spec:0.157, ppv:0.257, acc:0.343, f1:0.404, total+:303, total-:47
@threshold:-0.583, sens:0.940, spec:0.154, ppv:0.257, acc:0.340, f1:0.403, total+:304, total-:46
@threshold:-0.583, sens:0.952, spec:0.146, ppv:0.257, acc:0.337, f1:0.405, total+:307, total-:43
@threshold:-0.586, sens:0.952, spec:0.142, ppv:0.256, acc:0.334, f1:0.404, total+:308, total-:42
@threshold:-0.604, sens:0.976, spec:0.116, ppv:0.256, acc:0.320, f1:0.405, total+:317, total-:33
@threshold:-0.886, sens:0.976, spec:0.082, ppv:0.248, acc:0.294, f1:0.396, total+:326, total-:24
@threshold:-0.929, sens:0.976, spec:0.067, ppv:0.245, acc:0.283, f1:0.392, total+:330, total-:20
@threshold:-0.930, sens:0.988, spec:0.060, ppv:0.246, acc:0.280, f1:0.394, total+:333, total-:17
@threshold:-0.930, sens:0.988, spec:0.056, ppv:0.246, acc:0.277, f1:0.393, total+:334, total-:16
@threshold:-0.931, sens:0.988, spec:0.041, ppv:0.243, acc:0.266, f1:0.390, total+:338, total-:12
@threshold:-0.931, sens:0.988, spec:0.022, ppv:0.239, acc:0.251, f1:0.385, total+:343, total-:7
@threshold:-0.931, sens:1.000, spec:0.011, ppv:0.239, acc:0.246, f1:0.386, total+:347, total-:3
@threshold:-0.931, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, total+:349, total-:1
* Vital: BMI-latest | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.737
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 1.0
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_index_no_min_bmi_latest
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_results_no_min_bmi_latest
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_models_no_min_bmi_latest.pkl
-----------------------------------------------------
boys no_min bmi_latest gradientboost
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.377, R^2 test: 0.138
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.377, R^2 test: 0.138
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.377, R^2 test: 0.138
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.788, Explained Variance Score Train: 0.415
AUC Validation: 0.765, Explained Variance Score Validation: 0.080
AUC Test: 0.701, Explained Variance Score Test: 0.173
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.290, R^2 test: 0.148
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.290, R^2 test: 0.148
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.290, R^2 test: 0.148
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.818, Explained Variance Score Train: 0.332
AUC Validation: 0.863, Explained Variance Score Validation: 0.398
AUC Test: 0.713, Explained Variance Score Test: 0.160
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.306, R^2 test: 0.074
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.306, R^2 test: 0.074
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.306, R^2 test: 0.074
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.846, Explained Variance Score Train: 0.351
AUC Validation: 0.569, Explained Variance Score Validation: 0.044
AUC Test: 0.660, Explained Variance Score Test: 0.120
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.509, R^2 test: 0.006
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.509, R^2 test: 0.005
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.509, R^2 test: 0.005
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.789, Explained Variance Score Train: 0.526
AUC Validation: 0.726, Explained Variance Score Validation: 0.128
AUC Test: 0.683, Explained Variance Score Test: 0.052
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.432, R^2 test: 0.090
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.432, R^2 test: 0.090
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.432, R^2 test: 0.090
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.838, Explained Variance Score Train: 0.465
AUC Validation: 0.697, Explained Variance Score Validation: 0.162
AUC Test: 0.649, Explained Variance Score Test: 0.139
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.484, R^2 test: 0.152
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.484, R^2 test: 0.152
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.484, R^2 test: 0.152
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.869, Explained Variance Score Train: 0.506
AUC Validation: 0.723, Explained Variance Score Validation: 0.192
AUC Test: 0.689, Explained Variance Score Test: 0.170
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.240, R^2 test: 0.126
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.240, R^2 test: 0.126
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.240, R^2 test: 0.126
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.811, Explained Variance Score Train: 0.288
AUC Validation: 0.685, Explained Variance Score Validation: 0.139
AUC Test: 0.687, Explained Variance Score Test: 0.153
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.408, R^2 test: 0.066
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.408, R^2 test: 0.066
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.408, R^2 test: 0.066
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.791, Explained Variance Score Train: 0.434
AUC Validation: 0.813, Explained Variance Score Validation: 0.157
AUC Test: 0.676, Explained Variance Score Test: 0.107
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.388, R^2 test: 0.042
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.388, R^2 test: 0.042
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.388, R^2 test: 0.042
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.793, Explained Variance Score Train: 0.423
AUC Validation: 0.690, Explained Variance Score Validation: 0.181
AUC Test: 0.659, Explained Variance Score Test: 0.118
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.552, R^2 test: -0.038
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.552, R^2 test: -0.043
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.552, R^2 test: -0.043
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.845, Explained Variance Score Train: 0.577
AUC Validation: 0.669, Explained Variance Score Validation: 0.092
AUC Test: 0.624, Explained Variance Score Test: -0.017
total variables 1 and total subjects: 1751
->AUC validation: 0.720 95% CI: [0.672 , 0.768]
->AUC test: 0.674 95% CI: [0.658 , 0.690]
->Explained Variance (R2) validation: 0.157 95% CI: [0.100 , 0.214]
->Explained Variance (R2) test: 0.118 95% CI: [0.083 , 0.153]
Test set metrics:
@threshold:5.769, sens:0.000, spec:1.000, ppv:0.000, acc:0.777, f1:0.000, total+:0, total-:350
@threshold:4.769, sens:0.000, spec:1.000, ppv:0.000, acc:0.777, f1:0.000, total+:0, total-:350
@threshold:2.982, sens:0.000, spec:0.996, ppv:0.000, acc:0.774, f1:0.000, total+:1, total-:349
@threshold:2.221, sens:0.013, spec:0.996, ppv:0.500, acc:0.777, f1:0.025, total+:2, total-:348
@threshold:1.716, sens:0.051, spec:0.996, ppv:0.800, acc:0.786, f1:0.096, total+:5, total-:345
@threshold:1.033, sens:0.077, spec:0.996, ppv:0.857, acc:0.791, f1:0.141, total+:7, total-:343
@threshold:0.575, sens:0.128, spec:0.996, ppv:0.909, acc:0.803, f1:0.225, total+:11, total-:339
@threshold:0.360, sens:0.205, spec:0.993, ppv:0.889, acc:0.817, f1:0.333, total+:18, total-:332
@threshold:0.334, sens:0.205, spec:0.989, ppv:0.842, acc:0.814, f1:0.330, total+:19, total-:331
@threshold:0.305, sens:0.256, spec:0.960, ppv:0.645, acc:0.803, f1:0.367, total+:31, total-:319
@threshold:0.247, sens:0.269, spec:0.941, ppv:0.568, acc:0.791, f1:0.365, total+:37, total-:313
@threshold:0.113, sens:0.295, spec:0.934, ppv:0.561, acc:0.791, f1:0.387, total+:41, total-:309
@threshold:0.111, sens:0.321, spec:0.904, ppv:0.490, acc:0.774, f1:0.388, total+:51, total-:299
@threshold:0.097, sens:0.321, spec:0.901, ppv:0.481, acc:0.771, f1:0.385, total+:52, total-:298
@threshold:0.093, sens:0.346, spec:0.897, ppv:0.491, acc:0.774, f1:0.406, total+:55, total-:295
@threshold:0.055, sens:0.346, spec:0.893, ppv:0.482, acc:0.771, f1:0.403, total+:56, total-:294
@threshold:-0.014, sens:0.346, spec:0.886, ppv:0.466, acc:0.766, f1:0.397, total+:58, total-:292
@threshold:-0.016, sens:0.359, spec:0.879, ppv:0.459, acc:0.763, f1:0.403, total+:61, total-:289
@threshold:-0.017, sens:0.359, spec:0.875, ppv:0.452, acc:0.760, f1:0.400, total+:62, total-:288
@threshold:-0.074, sens:0.372, spec:0.857, ppv:0.426, acc:0.749, f1:0.397, total+:68, total-:282
@threshold:-0.078, sens:0.372, spec:0.853, ppv:0.420, acc:0.746, f1:0.395, total+:69, total-:281
@threshold:-0.082, sens:0.385, spec:0.827, ppv:0.390, acc:0.729, f1:0.387, total+:77, total-:273
@threshold:-0.086, sens:0.385, spec:0.820, ppv:0.380, acc:0.723, f1:0.382, total+:79, total-:271
@threshold:-0.136, sens:0.385, spec:0.790, ppv:0.345, acc:0.700, f1:0.364, total+:87, total-:263
@threshold:-0.138, sens:0.397, spec:0.790, ppv:0.352, acc:0.703, f1:0.373, total+:88, total-:262
@threshold:-0.139, sens:0.449, spec:0.779, ppv:0.368, acc:0.706, f1:0.405, total+:95, total-:255
@threshold:-0.142, sens:0.474, spec:0.765, ppv:0.366, acc:0.700, f1:0.413, total+:101, total-:249
@threshold:-0.143, sens:0.487, spec:0.761, ppv:0.369, acc:0.700, f1:0.420, total+:103, total-:247
@threshold:-0.153, sens:0.487, spec:0.743, ppv:0.352, acc:0.686, f1:0.409, total+:108, total-:242
@threshold:-0.158, sens:0.513, spec:0.721, ppv:0.345, acc:0.674, f1:0.412, total+:116, total-:234
@threshold:-0.181, sens:0.526, spec:0.706, ppv:0.339, acc:0.666, f1:0.412, total+:121, total-:229
@threshold:-0.236, sens:0.628, spec:0.651, ppv:0.340, acc:0.646, f1:0.441, total+:144, total-:206
@threshold:-0.243, sens:0.628, spec:0.647, ppv:0.338, acc:0.643, f1:0.439, total+:145, total-:205
@threshold:-0.254, sens:0.628, spec:0.632, ppv:0.329, acc:0.631, f1:0.432, total+:149, total-:201
@threshold:-0.277, sens:0.744, spec:0.515, ppv:0.305, acc:0.566, f1:0.433, total+:190, total-:160
@threshold:-0.278, sens:0.833, spec:0.331, ppv:0.263, acc:0.443, f1:0.400, total+:247, total-:103
@threshold:-0.287, sens:0.833, spec:0.327, ppv:0.262, acc:0.440, f1:0.399, total+:248, total-:102
@threshold:-0.337, sens:0.885, spec:0.265, ppv:0.257, acc:0.403, f1:0.398, total+:269, total-:81
@threshold:-0.403, sens:0.885, spec:0.257, ppv:0.255, acc:0.397, f1:0.395, total+:271, total-:79
@threshold:-0.414, sens:0.897, spec:0.235, ppv:0.252, acc:0.383, f1:0.393, total+:278, total-:72
@threshold:-0.469, sens:0.910, spec:0.221, ppv:0.251, acc:0.374, f1:0.393, total+:283, total-:67
@threshold:-0.522, sens:0.910, spec:0.217, ppv:0.250, acc:0.371, f1:0.392, total+:284, total-:66
@threshold:-0.525, sens:0.923, spec:0.191, ppv:0.247, acc:0.354, f1:0.389, total+:292, total-:58
@threshold:-0.533, sens:0.923, spec:0.180, ppv:0.244, acc:0.346, f1:0.386, total+:295, total-:55
@threshold:-0.553, sens:0.923, spec:0.176, ppv:0.243, acc:0.343, f1:0.385, total+:296, total-:54
@threshold:-0.553, sens:0.936, spec:0.165, ppv:0.243, acc:0.337, f1:0.386, total+:300, total-:50
@threshold:-0.575, sens:0.936, spec:0.151, ppv:0.240, acc:0.326, f1:0.382, total+:304, total-:46
@threshold:-0.590, sens:0.936, spec:0.147, ppv:0.239, acc:0.323, f1:0.381, total+:305, total-:45
@threshold:-0.629, sens:0.949, spec:0.140, ppv:0.240, acc:0.320, f1:0.383, total+:308, total-:42
@threshold:-0.705, sens:0.949, spec:0.136, ppv:0.239, acc:0.317, f1:0.382, total+:309, total-:41
@threshold:-0.743, sens:0.949, spec:0.129, ppv:0.238, acc:0.311, f1:0.380, total+:311, total-:39
@threshold:-0.765, sens:0.974, spec:0.081, ppv:0.233, acc:0.280, f1:0.376, total+:326, total-:24
@threshold:-0.778, sens:0.974, spec:0.066, ppv:0.230, acc:0.269, f1:0.373, total+:330, total-:20
@threshold:-0.879, sens:0.974, spec:0.059, ppv:0.229, acc:0.263, f1:0.371, total+:332, total-:18
@threshold:-0.894, sens:0.974, spec:0.055, ppv:0.228, acc:0.260, f1:0.370, total+:333, total-:17
@threshold:-1.171, sens:0.987, spec:0.037, ppv:0.227, acc:0.249, f1:0.369, total+:339, total-:11
@threshold:-1.278, sens:0.987, spec:0.022, ppv:0.224, acc:0.237, f1:0.366, total+:343, total-:7
@threshold:-1.312, sens:1.000, spec:0.022, ppv:0.227, acc:0.240, f1:0.370, total+:344, total-:6
@threshold:-1.450, sens:1.000, spec:0.015, ppv:0.225, acc:0.234, f1:0.368, total+:346, total-:4
* Vital: BMI-latest | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.697
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 1.0
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_index_no_min_bmi_latest
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_results_no_min_bmi_latest
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_models_no_min_bmi_latest.pkl
-----------------------------------------------------
boys min_5 full lasso
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.990, R^2 test: -1.613
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.904, R^2 test: -0.532
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.799, R^2 test: -0.151
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.381, R^2 test: 0.254
best alpha via bootstrap CV: 0.1
AUC Train: 0.839, Explained Variance Score Train: 0.381
AUC Validation: 0.788, Explained Variance Score Validation: 0.377
AUC Test: 0.732, Explained Variance Score Test: 0.255
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.984, R^2 test: -1.722
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.892, R^2 test: -0.458
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.781, R^2 test: -0.089
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.303, R^2 test: 0.262
best alpha via bootstrap CV: 0.1
AUC Train: 0.778, Explained Variance Score Train: 0.303
AUC Validation: 0.810, Explained Variance Score Validation: 0.355
AUC Test: 0.729, Explained Variance Score Test: 0.267
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.990, R^2 test: -1.176
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.916, R^2 test: -0.371
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.832, R^2 test: -0.067
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.384, R^2 test: 0.249
best alpha via bootstrap CV: 0.1
AUC Train: 0.774, Explained Variance Score Train: 0.384
AUC Validation: 0.718, Explained Variance Score Validation: 0.193
AUC Test: 0.740, Explained Variance Score Test: 0.249
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.982, R^2 test: -2.709
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.910, R^2 test: -1.019
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.820, R^2 test: -0.518
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.380, R^2 test: 0.196
best alpha via bootstrap CV: 0.1
AUC Train: 0.781, Explained Variance Score Train: 0.380
AUC Validation: 0.776, Explained Variance Score Validation: 0.326
AUC Test: 0.728, Explained Variance Score Test: 0.208
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.982, R^2 test: -3.918
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.846, R^2 test: -1.101
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.720, R^2 test: -0.401
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.201, R^2 test: 0.243
best alpha via bootstrap CV: 0.1
AUC Train: 0.777, Explained Variance Score Train: 0.201
AUC Validation: 0.714, Explained Variance Score Validation: 0.185
AUC Test: 0.722, Explained Variance Score Test: 0.250
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.990, R^2 test: -1.884
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.891, R^2 test: -0.550
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.777, R^2 test: -0.119
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.351, R^2 test: 0.231
best alpha via bootstrap CV: 0.1
AUC Train: 0.794, Explained Variance Score Train: 0.351
AUC Validation: 0.801, Explained Variance Score Validation: 0.314
AUC Test: 0.720, Explained Variance Score Test: 0.234
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.973, R^2 test: -2.115
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.812, R^2 test: -0.065
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.689, R^2 test: 0.127
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.277, R^2 test: 0.230
best alpha via bootstrap CV: 0.1
AUC Train: 0.799, Explained Variance Score Train: 0.277
AUC Validation: 0.711, Explained Variance Score Validation: 0.201
AUC Test: 0.722, Explained Variance Score Test: 0.234
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.976, R^2 test: -2.291
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.808, R^2 test: -0.326
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.662, R^2 test: 0.058
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.194, R^2 test: 0.226
best alpha via bootstrap CV: 0.1
AUC Train: 0.696, Explained Variance Score Train: 0.194
AUC Validation: 0.753, Explained Variance Score Validation: 0.237
AUC Test: 0.729, Explained Variance Score Test: 0.227
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.985, R^2 test: -2.298
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.871, R^2 test: -0.404
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.748, R^2 test: -0.036
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.386, R^2 test: 0.237
best alpha via bootstrap CV: 0.1
AUC Train: 0.824, Explained Variance Score Train: 0.386
AUC Validation: 0.731, Explained Variance Score Validation: 0.339
AUC Test: 0.724, Explained Variance Score Test: 0.247
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.991, R^2 test: -1.144
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.896, R^2 test: -0.349
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.773, R^2 test: -0.097
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.324, R^2 test: 0.259
best alpha via bootstrap CV: 0.1
AUC Train: 0.775, Explained Variance Score Train: 0.324
AUC Validation: 0.801, Explained Variance Score Validation: 0.320
AUC Test: 0.732, Explained Variance Score Test: 0.259
total variables 843 and total subjects: 1751
->AUC validation: 0.760 95% CI: [0.737 , 0.784]
->AUC test: 0.728 95% CI: [0.724 , 0.731]
->Explained Variance (R2) validation: 0.285 95% CI: [0.242 , 0.328]
->Explained Variance (R2) test: 0.243 95% CI: [0.233 , 0.253]
Test set metrics:
@threshold:2.035, sens:0.000, spec:1.000, ppv:0.000, acc:0.769, f1:0.000, total+:0, total-:350
@threshold:1.035, sens:0.000, spec:1.000, ppv:0.000, acc:0.769, f1:0.000, total+:0, total-:350
@threshold:0.892, sens:0.012, spec:0.996, ppv:0.500, acc:0.769, f1:0.024, total+:2, total-:348
@threshold:0.783, sens:0.025, spec:0.996, ppv:0.667, acc:0.771, f1:0.048, total+:3, total-:347
@threshold:0.721, sens:0.062, spec:0.993, ppv:0.714, acc:0.777, f1:0.114, total+:7, total-:343
@threshold:0.704, sens:0.074, spec:0.993, ppv:0.750, acc:0.780, f1:0.135, total+:8, total-:342
@threshold:0.692, sens:0.074, spec:0.989, ppv:0.667, acc:0.777, f1:0.133, total+:9, total-:341
@threshold:0.676, sens:0.086, spec:0.989, ppv:0.700, acc:0.780, f1:0.154, total+:10, total-:340
@threshold:0.676, sens:0.086, spec:0.985, ppv:0.636, acc:0.777, f1:0.152, total+:11, total-:339
@threshold:0.669, sens:0.099, spec:0.985, ppv:0.667, acc:0.780, f1:0.172, total+:12, total-:338
@threshold:0.667, sens:0.099, spec:0.981, ppv:0.615, acc:0.777, f1:0.170, total+:13, total-:337
@threshold:0.616, sens:0.111, spec:0.978, ppv:0.600, acc:0.777, f1:0.188, total+:15, total-:335
@threshold:0.595, sens:0.111, spec:0.974, ppv:0.562, acc:0.774, f1:0.186, total+:16, total-:334
@threshold:0.589, sens:0.123, spec:0.974, ppv:0.588, acc:0.777, f1:0.204, total+:17, total-:333
@threshold:0.568, sens:0.123, spec:0.970, ppv:0.556, acc:0.774, f1:0.202, total+:18, total-:332
@threshold:0.562, sens:0.136, spec:0.967, ppv:0.550, acc:0.774, f1:0.218, total+:20, total-:330
@threshold:0.551, sens:0.136, spec:0.963, ppv:0.524, acc:0.771, f1:0.216, total+:21, total-:329
@threshold:0.519, sens:0.148, spec:0.963, ppv:0.545, acc:0.774, f1:0.233, total+:22, total-:328
@threshold:0.509, sens:0.148, spec:0.959, ppv:0.522, acc:0.771, f1:0.231, total+:23, total-:327
@threshold:0.488, sens:0.160, spec:0.959, ppv:0.542, acc:0.774, f1:0.248, total+:24, total-:326
@threshold:0.485, sens:0.160, spec:0.955, ppv:0.520, acc:0.771, f1:0.245, total+:25, total-:325
@threshold:0.479, sens:0.173, spec:0.955, ppv:0.538, acc:0.774, f1:0.262, total+:26, total-:324
@threshold:0.477, sens:0.173, spec:0.952, ppv:0.519, acc:0.771, f1:0.259, total+:27, total-:323
@threshold:0.476, sens:0.185, spec:0.952, ppv:0.536, acc:0.774, f1:0.275, total+:28, total-:322
@threshold:0.453, sens:0.222, spec:0.948, ppv:0.562, acc:0.780, f1:0.319, total+:32, total-:318
@threshold:0.445, sens:0.235, spec:0.941, ppv:0.543, acc:0.777, f1:0.328, total+:35, total-:315
@threshold:0.417, sens:0.247, spec:0.937, ppv:0.541, acc:0.777, f1:0.339, total+:37, total-:313
@threshold:0.416, sens:0.259, spec:0.937, ppv:0.553, acc:0.780, f1:0.353, total+:38, total-:312
@threshold:0.414, sens:0.259, spec:0.933, ppv:0.538, acc:0.777, f1:0.350, total+:39, total-:311
@threshold:0.409, sens:0.272, spec:0.933, ppv:0.550, acc:0.780, f1:0.364, total+:40, total-:310
@threshold:0.400, sens:0.272, spec:0.929, ppv:0.537, acc:0.777, f1:0.361, total+:41, total-:309
@threshold:0.396, sens:0.284, spec:0.922, ppv:0.523, acc:0.774, f1:0.368, total+:44, total-:306
@threshold:0.362, sens:0.333, spec:0.918, ppv:0.551, acc:0.783, f1:0.415, total+:49, total-:301
@threshold:0.362, sens:0.346, spec:0.918, ppv:0.560, acc:0.786, f1:0.427, total+:50, total-:300
@threshold:0.352, sens:0.370, spec:0.914, ppv:0.566, acc:0.789, f1:0.448, total+:53, total-:297
@threshold:0.300, sens:0.383, spec:0.881, ppv:0.492, acc:0.766, f1:0.431, total+:63, total-:287
@threshold:0.299, sens:0.383, spec:0.877, ppv:0.484, acc:0.763, f1:0.428, total+:64, total-:286
@threshold:0.283, sens:0.395, spec:0.874, ppv:0.485, acc:0.763, f1:0.435, total+:66, total-:284
@threshold:0.283, sens:0.395, spec:0.870, ppv:0.478, acc:0.760, f1:0.432, total+:67, total-:283
@threshold:0.271, sens:0.407, spec:0.859, ppv:0.465, acc:0.754, f1:0.434, total+:71, total-:279
@threshold:0.260, sens:0.432, spec:0.855, ppv:0.473, acc:0.757, f1:0.452, total+:74, total-:276
@threshold:0.243, sens:0.444, spec:0.844, ppv:0.462, acc:0.751, f1:0.453, total+:78, total-:272
@threshold:0.226, sens:0.457, spec:0.840, ppv:0.463, acc:0.751, f1:0.460, total+:80, total-:270
@threshold:0.224, sens:0.469, spec:0.840, ppv:0.469, acc:0.754, f1:0.469, total+:81, total-:269
@threshold:0.214, sens:0.469, spec:0.836, ppv:0.463, acc:0.751, f1:0.466, total+:82, total-:268
@threshold:0.190, sens:0.481, spec:0.822, ppv:0.448, acc:0.743, f1:0.464, total+:87, total-:263
@threshold:0.186, sens:0.481, spec:0.818, ppv:0.443, acc:0.740, f1:0.462, total+:88, total-:262
@threshold:0.179, sens:0.494, spec:0.807, ppv:0.435, acc:0.734, f1:0.462, total+:92, total-:258
@threshold:0.178, sens:0.506, spec:0.803, ppv:0.436, acc:0.734, f1:0.469, total+:94, total-:256
@threshold:0.175, sens:0.519, spec:0.803, ppv:0.442, acc:0.737, f1:0.477, total+:95, total-:255
@threshold:0.168, sens:0.531, spec:0.799, ppv:0.443, acc:0.737, f1:0.483, total+:97, total-:253
@threshold:0.155, sens:0.543, spec:0.788, ppv:0.436, acc:0.731, f1:0.484, total+:101, total-:249
@threshold:0.153, sens:0.543, spec:0.784, ppv:0.431, acc:0.729, f1:0.481, total+:102, total-:248
@threshold:0.141, sens:0.556, spec:0.773, ppv:0.425, acc:0.723, f1:0.481, total+:106, total-:244
@threshold:0.140, sens:0.556, spec:0.770, ppv:0.421, acc:0.720, f1:0.479, total+:107, total-:243
@threshold:0.139, sens:0.568, spec:0.770, ppv:0.426, acc:0.723, f1:0.487, total+:108, total-:242
@threshold:0.128, sens:0.580, spec:0.766, ppv:0.427, acc:0.723, f1:0.492, total+:110, total-:240
@threshold:0.128, sens:0.593, spec:0.766, ppv:0.432, acc:0.726, f1:0.500, total+:111, total-:239
@threshold:0.125, sens:0.593, spec:0.762, ppv:0.429, acc:0.723, f1:0.497, total+:112, total-:238
@threshold:0.125, sens:0.605, spec:0.762, ppv:0.434, acc:0.726, f1:0.505, total+:113, total-:237
@threshold:0.103, sens:0.630, spec:0.758, ppv:0.440, acc:0.729, f1:0.518, total+:116, total-:234
@threshold:0.043, sens:0.642, spec:0.691, ppv:0.385, acc:0.680, f1:0.481, total+:135, total-:215
@threshold:0.041, sens:0.654, spec:0.688, ppv:0.387, acc:0.680, f1:0.486, total+:137, total-:213
@threshold:0.041, sens:0.667, spec:0.688, ppv:0.391, acc:0.683, f1:0.493, total+:138, total-:212
@threshold:0.039, sens:0.667, spec:0.684, ppv:0.388, acc:0.680, f1:0.491, total+:139, total-:211
@threshold:0.016, sens:0.679, spec:0.654, ppv:0.372, acc:0.660, f1:0.480, total+:148, total-:202
@threshold:0.015, sens:0.691, spec:0.651, ppv:0.373, acc:0.660, f1:0.485, total+:150, total-:200
@threshold:0.003, sens:0.704, spec:0.643, ppv:0.373, acc:0.657, f1:0.487, total+:153, total-:197
@threshold:0.001, sens:0.716, spec:0.639, ppv:0.374, acc:0.657, f1:0.492, total+:155, total-:195
@threshold:-0.037, sens:0.728, spec:0.595, ppv:0.351, acc:0.626, f1:0.474, total+:168, total-:182
@threshold:-0.040, sens:0.728, spec:0.591, ppv:0.349, acc:0.623, f1:0.472, total+:169, total-:181
@threshold:-0.048, sens:0.741, spec:0.591, ppv:0.353, acc:0.626, f1:0.478, total+:170, total-:180
@threshold:-0.079, sens:0.741, spec:0.528, ppv:0.321, acc:0.577, f1:0.448, total+:187, total-:163
@threshold:-0.081, sens:0.741, spec:0.524, ppv:0.319, acc:0.574, f1:0.446, total+:188, total-:162
@threshold:-0.094, sens:0.753, spec:0.513, ppv:0.318, acc:0.569, f1:0.447, total+:192, total-:158
@threshold:-0.101, sens:0.765, spec:0.509, ppv:0.320, acc:0.569, f1:0.451, total+:194, total-:156
@threshold:-0.131, sens:0.778, spec:0.468, ppv:0.306, acc:0.540, f1:0.439, total+:206, total-:144
@threshold:-0.135, sens:0.778, spec:0.465, ppv:0.304, acc:0.537, f1:0.438, total+:207, total-:143
@threshold:-0.140, sens:0.790, spec:0.461, ppv:0.306, acc:0.537, f1:0.441, total+:209, total-:141
@threshold:-0.148, sens:0.802, spec:0.457, ppv:0.308, acc:0.537, f1:0.445, total+:211, total-:139
@threshold:-0.160, sens:0.815, spec:0.442, ppv:0.306, acc:0.529, f1:0.444, total+:216, total-:134
@threshold:-0.169, sens:0.815, spec:0.439, ppv:0.304, acc:0.526, f1:0.443, total+:217, total-:133
@threshold:-0.228, sens:0.827, spec:0.398, ppv:0.293, acc:0.497, f1:0.432, total+:229, total-:121
@threshold:-0.230, sens:0.827, spec:0.394, ppv:0.291, acc:0.494, f1:0.431, total+:230, total-:120
@threshold:-0.231, sens:0.840, spec:0.390, ppv:0.293, acc:0.494, f1:0.435, total+:232, total-:118
@threshold:-0.231, sens:0.840, spec:0.387, ppv:0.292, acc:0.491, f1:0.433, total+:233, total-:117
@threshold:-0.281, sens:0.852, spec:0.335, ppv:0.278, acc:0.454, f1:0.419, total+:248, total-:102
@threshold:-0.282, sens:0.852, spec:0.331, ppv:0.277, acc:0.451, f1:0.418, total+:249, total-:101
@threshold:-0.290, sens:0.864, spec:0.331, ppv:0.280, acc:0.454, f1:0.423, total+:250, total-:100
@threshold:-0.294, sens:0.864, spec:0.327, ppv:0.279, acc:0.451, f1:0.422, total+:251, total-:99
@threshold:-0.340, sens:0.877, spec:0.290, ppv:0.271, acc:0.426, f1:0.414, total+:262, total-:88
@threshold:-0.344, sens:0.889, spec:0.286, ppv:0.273, acc:0.426, f1:0.417, total+:264, total-:86
@threshold:-0.388, sens:0.901, spec:0.245, ppv:0.264, acc:0.397, f1:0.409, total+:276, total-:74
@threshold:-0.391, sens:0.901, spec:0.242, ppv:0.264, acc:0.394, f1:0.408, total+:277, total-:73
@threshold:-0.403, sens:0.914, spec:0.238, ppv:0.265, acc:0.394, f1:0.411, total+:279, total-:71
@threshold:-0.410, sens:0.926, spec:0.234, ppv:0.267, acc:0.394, f1:0.414, total+:281, total-:69
@threshold:-0.417, sens:0.938, spec:0.223, ppv:0.267, acc:0.389, f1:0.415, total+:285, total-:65
@threshold:-0.418, sens:0.938, spec:0.219, ppv:0.266, acc:0.386, f1:0.414, total+:286, total-:64
@threshold:-0.515, sens:0.951, spec:0.152, ppv:0.252, acc:0.337, f1:0.399, total+:305, total-:45
@threshold:-0.521, sens:0.951, spec:0.149, ppv:0.252, acc:0.334, f1:0.398, total+:306, total-:44
@threshold:-0.558, sens:0.963, spec:0.141, ppv:0.252, acc:0.331, f1:0.400, total+:309, total-:41
@threshold:-0.559, sens:0.963, spec:0.138, ppv:0.252, acc:0.329, f1:0.399, total+:310, total-:40
@threshold:-0.627, sens:0.975, spec:0.074, ppv:0.241, acc:0.283, f1:0.386, total+:328, total-:22
@threshold:-0.653, sens:0.975, spec:0.071, ppv:0.240, acc:0.280, f1:0.385, total+:329, total-:21
@threshold:-0.720, sens:0.988, spec:0.059, ppv:0.240, acc:0.274, f1:0.386, total+:333, total-:17
@threshold:-0.725, sens:0.988, spec:0.056, ppv:0.240, acc:0.271, f1:0.386, total+:334, total-:16
@threshold:-1.132, sens:1.000, spec:0.004, ppv:0.232, acc:0.234, f1:0.377, total+:349, total-:1
* Vital: Wt-avg19to24 | coef 0.110 95% CI: [0.018 , 0.203] | OR_adj 1.116 [1.018 1.225] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.728
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.088
Maternal Lab History: WBC-otherPregnancy:0.086
Newborn Diagnosis:9ccs191:Amnios dx:0.086
Diagnosis:9ccs128:Asthma:0.083
Newborn Diagnosis:9ccs219:Low birth wt:-0.079
Maternal Diagnosis:9ccs188:Pelvic obstr:0.078
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.075
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.075
* Vital: BMI-latest | coef 0.109 95% CI: [0.049 , 0.169] | OR_adj 1.115 [1.050 1.184] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.694
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:-0.085
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.075
Maternal Lab History: WBC-otherPregnancy:0.074
Maternal Lab History: IRON-postPregnancy:-0.073
Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs5:HIV infectn:-0.070
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.070
Maternal Lab History: FREE T-4-otherPregnancy:-0.069
* Vital: BMI-gain0to24 | coef 0.056 95% CI: [-0.004 , 0.115] | OR_adj 1.057 [0.996 1.122] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.706
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.109
Diagnosis:9ccs58:Ot nutrit dx:0.096
Diagnosis:9ccs128:Asthma:0.085
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.075
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
Maternal Lab History: WBC-otherPregnancy:0.072
Maternal Diagnosis:9ccs185:Long pregncy:0.071
Diagnosis:9ccs246:FUO:0.071
Diagnosis:9ccs243:Poisn nonmed:0.071
* Vital: BMI-avg7to10 | coef 0.052 95% CI: [0.003 , 0.101] | OR_adj 1.053 [1.003 1.106] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.667
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.104
Diagnosis:9ccs128:Asthma:0.087
Maternal Procedure History:S9470-postPregnancy:0.087
Diagnosis:9ccs125:Bronchitis:0.084
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: URINE PH-otherPregnancy:-0.077
Maternal Lab History: APTT-postPregnancy:-0.077
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.077
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.076
Diagnosis:9ccs95:Oth nerv dx:-0.073
* Vital: Wt-gain0to24 | coef 0.051 95% CI: [0.004 , 0.098] | OR_adj 1.052 [1.004 1.103] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.725
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.095
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Maternal Lab History: WBC-otherPregnancy:0.088
Diagnosis:9ccs128:Asthma:0.084
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.078
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.078
Maternal Diagnosis:9ccs188:Pelvic obstr:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
* Vital: Wt for Length ZScore-latest | coef 0.038 95% CI: [0.007 , 0.069] | OR_adj 1.038 [1.007 1.071] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.714
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Lab History: WBC-otherPregnancy:0.089
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086
Maternal Lab History: PROLACTIN-postPregnancy:-0.083
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: IRON-postPregnancy:-0.071
Diagnosis:9ccs138:Esophgeal dx:-0.071
* Vital: Wt for Length ZScore-avg13to16 | coef 0.031 95% CI: [0.002 , 0.060] | OR_adj 1.032 [1.002 1.062] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.637
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Diagnosis:9ccs188:Pelvic obstr:0.083
Diagnosis:9ccs143:Abdom hernia:0.081
Maternal Lab History: ESTRIOL-postPregnancy:0.073
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070
Diagnosis:9ccs128:Asthma:0.069
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.068
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.068
Maternal Lab History: MCH-postPregnancy:-0.067
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.067
* Vital: BMI-avg19to24 | coef 0.027 95% CI: [-0.005 , 0.059] | OR_adj 1.028 [0.995 1.061] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.708
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.105
Diagnosis:9ccs58:Ot nutrit dx:0.094
Diagnosis:9ccs128:Asthma:0.084
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
Diagnosis:9ccs95:Oth nerv dx:-0.073
Maternal Diagnosis:9ccs185:Long pregncy:0.073
Diagnosis:9ccs243:Poisn nonmed:0.072
Maternal Lab History: WBC-otherPregnancy:0.072
Diagnosis:9ccs246:FUO:0.071
* Vital: Wt for Len Percentile-latest | coef 0.022 95% CI: [-0.003 , 0.047] | OR_adj 1.023 [0.997 1.049] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.714
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.083
Maternal Lab History: PROLACTIN-postPregnancy:-0.080
Diagnosis:9ccs95:Oth nerv dx:-0.074
Diagnosis:9ccs138:Esophgeal dx:-0.073
Maternal Lab History: MCH-postPregnancy:-0.071
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070
Maternal Lab History: IRON-postPregnancy:-0.069
Maternal Lab History: WBC-otherPregnancy:0.068
* Vital: BMI-avg10to13 | coef 0.021 95% CI: [-0.006 , 0.049] | OR_adj 1.022 [0.994 1.050] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.647
Correlated most with:
Diagnosis:9ccs128:Asthma:0.101
Newborn Diagnosis:9ccs191:Amnios dx:0.094
Maternal Lab History: ESTRIOL-postPregnancy:0.091
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.086
Diagnosis:9ccs246:FUO:-0.079
MatDeliveryAge:-0.077
Maternal Procedure History:86580-otherPregnancy:-0.075
Diagnosis:9ccs95:Oth nerv dx:-0.071
Diagnosis:9ccs143:Abdom hernia:0.068
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.067
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.021 95% CI: [0.001 , 0.040] | OR_adj 1.021 [1.001 1.041] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.525
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449
* Vital: Wt for Length ZScore-avg19to24 | coef 0.020 95% CI: [-0.018 , 0.059] | OR_adj 1.021 [0.983 1.060] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.714
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.083
Maternal Lab History: WBC-otherPregnancy:0.081
Diagnosis:9ccs128:Asthma:0.079
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.077
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.076
Maternal Diagnosis:9ccs184:Early labor:-0.071
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067
Diagnosis:9ccs246:FUO:0.066
Diagnosis:9ccs138:Esophgeal dx:-0.065
Maternal Lab History: POLYS-otherPregnancy:0.064
* Vital: Wt for Len Percentile-avg16to19 | coef 0.013 95% CI: [-0.004 , 0.030] | OR_adj 1.013 [0.996 1.030] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.664
Correlated most with:
MatDeliveryAge:-0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.086
Maternal Lab History: WBC-otherPregnancy:0.078
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.076
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.075
Maternal Lab History: ESTRIOL-postPregnancy:0.074
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.072
* Vital: Wt for Length ZScore-avg16to19 | coef 0.011 95% CI: [-0.006 , 0.029] | OR_adj 1.012 [0.994 1.029] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.646
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086
Maternal Lab History: WBC-otherPregnancy:0.085
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.084
Maternal Diagnosis:9ccs185:Long pregncy:0.073
MatDeliveryAge:-0.071
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071
Maternal Lab History: CREATININE-postPregnancy:0.069
Maternal Lab History: ESTRIOL-postPregnancy:0.067
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.065
* Vital: Wt for Length ZScore-avg3to5 | coef 0.011 95% CI: [-0.008 , 0.030] | OR_adj 1.011 [0.992 1.031] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.579
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.103
Maternal Lab History: EOSINOPHIL-postPregnancy:0.087
Maternal Lab History: MCH-postPregnancy:-0.086
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.082
Maternal Lab History: PLATELET COUNT-postPregnancy:0.074
Maternal Lab History: MCV-postPregnancy:-0.072
Diagnosis:9ccs59:Anemia:0.070
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.066
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.065
Maternal Lab History: APTT-postPregnancy:-0.065
Vital: Temp-latest | coef 0.010 95% CI: [-0.009 , 0.029] | OR_adj 1.010 [0.991 1.030] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: TP PERIOD-otherPregnancy:0.108
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.098
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.093
Maternal Lab History: GAMMA GT-otherPregnancy:0.086
Diagnosis:9ccs83:Epilepsy/cnv:0.083
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.083
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Lab History: PTT-otherPregnancy:-0.080
Diagnosis:9ccs154:Gastroent:-0.079
* Vital: BMI-avg16to19 | coef 0.010 95% CI: [0.000 , 0.020] | OR_adj 1.010 [1.000 1.020] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.659
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.090
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Maternal Lab History: WBC-otherPregnancy:0.076
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.073
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.069
Newborn Diagnosis:9ccs191:Amnios dx:0.066
Maternal Lab History: CREATININE-postPregnancy:0.064
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.064
Maternal Lab History: RUBELLA-postPregnancy:0.063
Diagnosis:9ccs143:Abdom hernia:0.062
* Vital: Wt-latest | coef 0.009 95% CI: [-0.005 , 0.023] | OR_adj 1.009 [0.995 1.024] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.673
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.282
Diagnosis:9ccs92:Otitis media:0.237
Number of Visits:0.235
Diagnosis:9ccs10:Immuniz/scrn:0.219
Diagnosis:9ccs128:Asthma:0.149
Diagnosis:9ccs257:Ot aftercare:0.137
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs125:Bronchitis:0.134
Diagnosis:9ccs135:Intest infct:0.133
Diagnosis:9ccs122:Pneumonia:0.116
* Vital: Wt-avg1to3 | coef 0.007 95% CI: [-0.006 , 0.020] | OR_adj 1.007 [0.994 1.020] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.572
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.301
Maternal Diagnosis:9ccs184:Early labor:-0.294
Diagnosis:9ccs219:Low birth wt:-0.233
Maternal Diagnosis:9ccs185:Long pregncy:0.167
Newborn Diagnosis:9ccs221:Resp distres:-0.122
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117
Newborn Diagnosis:9ccs222:Perint jaund:-0.116
Newborn Diagnosis:9ccs253:Allergy:-0.104
Lab:297262 HEMOGLOBIN (HEMOCUE):0.103
Maternal Diagnosis:9ccs183:HTN in preg:-0.096
* Vital: Wt for Length ZScore-avg1to3 | coef 0.005 95% CI: [-0.003 , 0.014] | OR_adj 1.005 [0.997 1.014] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.566
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.081
Maternal Lab History: PLATELET COUNT-postPregnancy:0.079
Maternal Lab History: SODIUM-postPregnancy:0.075
Maternal Lab History: PATIENT-postPregnancy:0.074
Maternal Lab History: MCH-postPregnancy:-0.073
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.073
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.070
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.069
Maternal Lab History: TP VOLUME-otherPregnancy:0.069
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.068
* Vital: Wt for Len Percentile-avg13to16 | coef 0.005 95% CI: [-0.004 , 0.015] | OR_adj 1.005 [0.996 1.015] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.617
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.078
MatDeliveryAge:-0.076
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.076
Diagnosis:9ccs147:Anal/rectal:0.072
Maternal Diagnosis:9ccs188:Pelvic obstr:0.071
Maternal Diagnosis:9ccs186:DM in preg:-0.069
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.068
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.067
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.065
* Vital: Wt-gain3to7 | coef 0.005 95% CI: [-0.004 , 0.014] | OR_adj 1.005 [0.996 1.014] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs92:Otitis media:0.091
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.086
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.084
Number of Visits:0.082
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.079
Diagnosis:9ccs127:COPD:0.078
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.074
Diagnosis:9ccs212:Ot bone dx:0.073
Maternal Lab History: RBC-postPregnancy:-0.073
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef -0.004 95% CI: [-0.010 , 0.002] | OR_adj 0.996 [0.990 1.002] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.475
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.507
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.480
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.444
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.348
* Vital: Wt for Length ZScore-avg5to7 | coef 0.004 95% CI: [-0.003 , 0.011] | OR_adj 1.004 [0.997 1.011] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.651
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.108
Diagnosis:9ccs95:Oth nerv dx:-0.102
Diagnosis:9ccs128:Asthma:0.094
Newborn Diagnosis:9ccs218:Liveborn:0.085
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.084
Maternal Lab History: MCH-postPregnancy:-0.076
Diagnosis:9ccs59:Anemia:0.070
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.069
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.066
Maternal Lab History: PROLACTIN-postPregnancy:-0.065
* Vital: Wt for Len Percentile-gain3to7 | coef 0.003 95% CI: [-0.003 , 0.009] | OR_adj 1.003 [0.997 1.009] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.541
Correlated most with:
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087
Newborn Diagnosis:9ccs224:Ot perint dx:-0.080
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Diagnosis:9ccs76:Meningitis:0.071
Diagnosis:9ccs92:Otitis media:0.069
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.069
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.064
Maternal Lab History: HERPES II IgG-postPregnancy:0.063
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.062
Maternal Lab History: 3 HOUR-otherPregnancy:0.061
* Vital: BMI-avg3to5 | coef 0.003 95% CI: [-0.003 , 0.009] | OR_adj 1.003 [0.997 1.009] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.569
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.107
Maternal Procedure History:96372-postPregnancy:-0.100
Maternal Lab History: EOSINOPHIL-postPregnancy:0.093
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.088
Maternal Lab History: MCH-postPregnancy:-0.082
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080
Maternal Lab History: FASTING-otherPregnancy:-0.078
Maternal Lab History: PLATELET COUNT-postPregnancy:0.076
Maternal Lab History: 3 HOUR-otherPregnancy:0.074
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.074
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.003 95% CI: [-0.003 , 0.008] | OR_adj 1.003 [0.998 1.008] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.498
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.002 95% CI: [-0.002 , 0.007] | OR_adj 1.002 [0.998 1.007] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.498
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744
* Vital: BMI-avg13to16 | coef 0.002 95% CI: [-0.002 , 0.006] | OR_adj 1.002 [0.998 1.006] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.616
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.086
Maternal Lab History: ESTRIOL-postPregnancy:0.085
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.075
Maternal Diagnosis:9ccs188:Pelvic obstr:0.075
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Lab History: APF MoM-postPregnancy:-0.075
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.073
MatDeliveryAge:-0.071
Maternal Lab History: MCH-postPregnancy:-0.070
Diagnosis:9ccs128:Asthma:0.069
* Vital: Wt-avg0to1 | coef 0.002 95% CI: [-0.002 , 0.005] | OR_adj 1.002 [0.998 1.005] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.567
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.352
Maternal Diagnosis:9ccs184:Early labor:-0.345
Diagnosis:9ccs219:Low birth wt:-0.282
Maternal Diagnosis:9ccs185:Long pregncy:0.261
Maternal Diagnosis:9ccs183:HTN in preg:-0.159
Lab:297262 HEMOGLOBIN (HEMOCUE):0.131
Newborn Diagnosis:9ccs221:Resp distres:-0.123
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs190:Fetal distrs:0.110
Maternal Lab History: INHMOM-postPregnancy:-0.106
* Vital: Wt for Length ZScore-avg7to10 | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.672
Correlated most with:
Diagnosis:9ccs128:Asthma:0.096
Diagnosis:9ccs95:Oth nerv dx:-0.088
Newborn Diagnosis:9ccs191:Amnios dx:0.084
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.083
Diagnosis:9ccs125:Bronchitis:0.080
Maternal Lab History: ABS LYMPH-postPregnancy:0.075
Maternal Procedure History:S9470-postPregnancy:0.075
Maternal Lab History: EOSINOPHIL-postPregnancy:0.074
Maternal Lab History: URINE PH-otherPregnancy:-0.074
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.073
Vital: Ht-gain0to3 | coef -0.001 95% CI: [-0.004 , 0.001] | OR_adj 0.999 [0.996 1.001] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: PTT-postPregnancy:-0.084
Maternal Lab History: FASTING-otherPregnancy:0.084
Maternal Lab History: FASTING-postPregnancy:0.077
Diagnosis:9ccs8:Oth infectns:0.072
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.071
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.071
Maternal Lab History: WBC-postPregnancy:0.070
Diagnosis:9ccs2:Septicemia:0.067
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.067
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.066
Vital: Wt for Length ZScore-gain1to5 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: HERPES II IgG-postPregnancy:0.104
Maternal Diagnosis:9ccs184:Early labor:0.098
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087
Maternal Diagnosis:9ccs185:Long pregncy:-0.081
Diagnosis:9ccs198:Ot infl skin:-0.081
Newborn Diagnosis:9ccs221:Resp distres:0.081
Newborn Diagnosis:9ccs219:Low birth wt:0.080
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.079
Diagnosis:9ccs59:Anemia:0.076
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.076
* Vital: BMI-avg1to3 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.603
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.155
Maternal Diagnosis:9ccs184:Early labor:-0.147
Diagnosis:9ccs219:Low birth wt:-0.133
Diagnosis:9ccs64:Ot hematl dx:0.098
Maternal Lab History: MONOCYTE-otherPregnancy:0.092
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Lab History: PLATELET COUNT-postPregnancy:0.083
Maternal Lab History: ANION GAP-otherPregnancy:0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.080
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.076
* Vital: Wt Percentile-latest | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.679
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Lab History: IRON-postPregnancy:-0.096
Diagnosis:9ccs128:Asthma:0.091
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.080
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Diagnosis:9ccs136:Teeth dx:-0.070
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069
Diagnosis:9ccs154:Gastroent:-0.068
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.065
Newborn Diagnosis:9ccs253:Allergy:-0.065
MatDeliveryAge | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.542
Correlated most with:
MatDeliveryAge:1.000
Maternal Diagnosis:9ccs176:Contraceptiv:0.243
Maternal Diagnosis:9ccs186:DM in preg:0.233
Maternal Diagnosis:9ccs189:Prev c-sectn:0.193
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.180
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.174
Maternal Diagnosis:9ccs195:Ot compl bir:0.147
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.144
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.137
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.135
Vital: BMI-gain1to5 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.444
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.121
Maternal Lab History: ALBUMIN-postPregnancy:-0.116
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.095
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.089
Number of Visits:0.088
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.081
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.081
Maternal Diagnosis:9ccs184:Early labor:0.078
Diagnosis:9ccs257:Ot aftercare:0.076
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.069
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.523
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449
Vital: Wt Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.460
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:0.164
Diagnosis:9ccs0:No DX:0.147
Maternal Lab History: APTT-postPregnancy:-0.102
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.096
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.086
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.085
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.084
Lab:292495 LEAD LEVEL - Sunrise:0.083
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.080
Maternal Lab History: HERPES I IgG-postPregnancy:-0.078
* Vital: Wt for Len Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.658
Correlated most with:
Diagnosis:9ccs128:Asthma:0.105
Maternal Lab History: ESTRIOL-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
MatDeliveryAge:-0.077
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.074
Maternal Diagnosis:9ccs190:Fetal distrs:0.073
Diagnosis:9ccs95:Oth nerv dx:-0.071
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.070
* Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.714
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Lab History: WBC-otherPregnancy:0.089
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086
Maternal Lab History: PROLACTIN-postPregnancy:-0.083
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: IRON-postPregnancy:-0.071
Diagnosis:9ccs138:Esophgeal dx:-0.071
Vital : 0.642354064576
Census : 0.0221147990397
MatDeliveryAge : 0.000627730343996
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_index_min_5_full
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_results_min_5_full
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_models_min_5_full.pkl
-----------------------------------------------------
boys min_5 full randomforest
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.230
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.834, R^2 test: 0.234
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.691, R^2 test: 0.234
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.621, R^2 test: 0.223
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.929, Explained Variance Score Train: 0.691
AUC Validation: 0.672, Explained Variance Score Validation: -0.008
AUC Test: 0.715, Explained Variance Score Test: 0.235
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.901, R^2 test: 0.252
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.243
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.720, R^2 test: 0.244
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.651, R^2 test: 0.253
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.920, Explained Variance Score Train: 0.651
AUC Validation: 0.706, Explained Variance Score Validation: 0.217
AUC Test: 0.734, Explained Variance Score Test: 0.256
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.156
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: 0.164
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.654, R^2 test: 0.189
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.589, R^2 test: 0.189
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.947, Explained Variance Score Train: 0.589
AUC Validation: 0.751, Explained Variance Score Validation: 0.247
AUC Test: 0.712, Explained Variance Score Test: 0.190
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.227
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.838, R^2 test: 0.238
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.246
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.648, R^2 test: 0.243
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.966, Explained Variance Score Train: 0.707
AUC Validation: 0.871, Explained Variance Score Validation: 0.273
AUC Test: 0.748, Explained Variance Score Test: 0.248
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.230
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.858, R^2 test: 0.238
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.705, R^2 test: 0.251
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.633, R^2 test: 0.246
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.923, Explained Variance Score Train: 0.705
AUC Validation: 0.817, Explained Variance Score Validation: 0.261
AUC Test: 0.720, Explained Variance Score Test: 0.260
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.207
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.870, R^2 test: 0.210
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.748, R^2 test: 0.216
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.679, R^2 test: 0.212
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.946, Explained Variance Score Train: 0.748
AUC Validation: 0.781, Explained Variance Score Validation: 0.278
AUC Test: 0.735, Explained Variance Score Test: 0.226
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.174
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.826, R^2 test: 0.175
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.675, R^2 test: 0.186
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.178
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.959, Explained Variance Score Train: 0.676
AUC Validation: 0.631, Explained Variance Score Validation: 0.042
AUC Test: 0.704, Explained Variance Score Test: 0.194
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.228
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.858, R^2 test: 0.249
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.730, R^2 test: 0.252
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.666, R^2 test: 0.248
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.961, Explained Variance Score Train: 0.730
AUC Validation: 0.820, Explained Variance Score Validation: 0.299
AUC Test: 0.731, Explained Variance Score Test: 0.253
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.184
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.849, R^2 test: 0.207
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.687, R^2 test: 0.200
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.606, R^2 test: 0.215
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.932, Explained Variance Score Train: 0.606
AUC Validation: 0.679, Explained Variance Score Validation: 0.172
AUC Test: 0.740, Explained Variance Score Test: 0.231
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.218
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.220
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.700, R^2 test: 0.230
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.621, R^2 test: 0.229
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.955, Explained Variance Score Train: 0.700
AUC Validation: 0.787, Explained Variance Score Validation: 0.276
AUC Test: 0.708, Explained Variance Score Test: 0.230
total variables 843 and total subjects: 1751
->AUC validation: 0.752 95% CI: [0.706 , 0.797]
->AUC test: 0.725 95% CI: [0.716 , 0.734]
->Explained Variance (R2) validation: 0.206 95% CI: [0.143 , 0.268]
->Explained Variance (R2) test: 0.232 95% CI: [0.218 , 0.247]
Test set metrics:
@threshold:1.415, sens:0.000, spec:1.000, ppv:0.000, acc:0.743, f1:0.000, total+:0, total-:350
@threshold:1.013, sens:0.078, spec:1.000, ppv:1.000, acc:0.763, f1:0.144, total+:7, total-:343
@threshold:0.920, sens:0.089, spec:0.992, ppv:0.800, acc:0.760, f1:0.160, total+:10, total-:340
@threshold:0.917, sens:0.089, spec:0.988, ppv:0.727, acc:0.757, f1:0.158, total+:11, total-:339
@threshold:0.904, sens:0.100, spec:0.988, ppv:0.750, acc:0.760, f1:0.176, total+:12, total-:338
@threshold:0.893, sens:0.100, spec:0.985, ppv:0.692, acc:0.757, f1:0.175, total+:13, total-:337
@threshold:0.864, sens:0.111, spec:0.981, ppv:0.667, acc:0.757, f1:0.190, total+:15, total-:335
@threshold:0.859, sens:0.111, spec:0.977, ppv:0.625, acc:0.754, f1:0.189, total+:16, total-:334
@threshold:0.856, sens:0.122, spec:0.977, ppv:0.647, acc:0.757, f1:0.206, total+:17, total-:333
@threshold:0.827, sens:0.133, spec:0.973, ppv:0.632, acc:0.757, f1:0.220, total+:19, total-:331
@threshold:0.826, sens:0.144, spec:0.973, ppv:0.650, acc:0.760, f1:0.236, total+:20, total-:330
@threshold:0.810, sens:0.167, spec:0.969, ppv:0.652, acc:0.763, f1:0.265, total+:23, total-:327
@threshold:0.797, sens:0.178, spec:0.969, ppv:0.667, acc:0.766, f1:0.281, total+:24, total-:326
@threshold:0.794, sens:0.178, spec:0.965, ppv:0.640, acc:0.763, f1:0.278, total+:25, total-:325
@threshold:0.784, sens:0.189, spec:0.962, ppv:0.630, acc:0.763, f1:0.291, total+:27, total-:323
@threshold:0.768, sens:0.211, spec:0.958, ppv:0.633, acc:0.766, f1:0.317, total+:30, total-:320
@threshold:0.753, sens:0.222, spec:0.950, ppv:0.606, acc:0.763, f1:0.325, total+:33, total-:317
@threshold:0.718, sens:0.233, spec:0.946, ppv:0.600, acc:0.763, f1:0.336, total+:35, total-:315
@threshold:0.714, sens:0.244, spec:0.946, ppv:0.611, acc:0.766, f1:0.349, total+:36, total-:314
@threshold:0.713, sens:0.244, spec:0.942, ppv:0.595, acc:0.763, f1:0.346, total+:37, total-:313
@threshold:0.699, sens:0.256, spec:0.938, ppv:0.590, acc:0.763, f1:0.357, total+:39, total-:311
@threshold:0.698, sens:0.256, spec:0.935, ppv:0.575, acc:0.760, f1:0.354, total+:40, total-:310
@threshold:0.683, sens:0.267, spec:0.935, ppv:0.585, acc:0.763, f1:0.366, total+:41, total-:309
@threshold:0.655, sens:0.267, spec:0.931, ppv:0.571, acc:0.760, f1:0.364, total+:42, total-:308
@threshold:0.634, sens:0.278, spec:0.915, ppv:0.532, acc:0.751, f1:0.365, total+:47, total-:303
@threshold:0.610, sens:0.300, spec:0.912, ppv:0.540, acc:0.754, f1:0.386, total+:50, total-:300
@threshold:0.585, sens:0.311, spec:0.908, ppv:0.538, acc:0.754, f1:0.394, total+:52, total-:298
@threshold:0.552, sens:0.344, spec:0.904, ppv:0.554, acc:0.760, f1:0.425, total+:56, total-:294
@threshold:0.516, sens:0.356, spec:0.896, ppv:0.542, acc:0.757, f1:0.430, total+:59, total-:291
@threshold:0.512, sens:0.356, spec:0.892, ppv:0.533, acc:0.754, f1:0.427, total+:60, total-:290
@threshold:0.504, sens:0.367, spec:0.885, ppv:0.524, acc:0.751, f1:0.431, total+:63, total-:287
@threshold:0.503, sens:0.367, spec:0.881, ppv:0.516, acc:0.749, f1:0.429, total+:64, total-:286
@threshold:0.406, sens:0.378, spec:0.827, ppv:0.430, acc:0.711, f1:0.402, total+:79, total-:271
@threshold:0.399, sens:0.378, spec:0.823, ppv:0.425, acc:0.709, f1:0.400, total+:80, total-:270
@threshold:0.389, sens:0.389, spec:0.823, ppv:0.432, acc:0.711, f1:0.409, total+:81, total-:269
@threshold:0.378, sens:0.389, spec:0.819, ppv:0.427, acc:0.709, f1:0.407, total+:82, total-:268
@threshold:0.375, sens:0.400, spec:0.819, ppv:0.434, acc:0.711, f1:0.416, total+:83, total-:267
@threshold:0.363, sens:0.411, spec:0.815, ppv:0.435, acc:0.711, f1:0.423, total+:85, total-:265
@threshold:0.357, sens:0.422, spec:0.812, ppv:0.437, acc:0.711, f1:0.429, total+:87, total-:263
@threshold:0.353, sens:0.422, spec:0.808, ppv:0.432, acc:0.709, f1:0.427, total+:88, total-:262
@threshold:0.351, sens:0.433, spec:0.808, ppv:0.438, acc:0.711, f1:0.436, total+:89, total-:261
@threshold:0.345, sens:0.444, spec:0.804, ppv:0.440, acc:0.711, f1:0.442, total+:91, total-:259
@threshold:0.326, sens:0.456, spec:0.792, ppv:0.432, acc:0.706, f1:0.443, total+:95, total-:255
@threshold:0.320, sens:0.467, spec:0.788, ppv:0.433, acc:0.706, f1:0.449, total+:97, total-:253
@threshold:0.307, sens:0.478, spec:0.781, ppv:0.430, acc:0.703, f1:0.453, total+:100, total-:250
@threshold:0.306, sens:0.478, spec:0.777, ppv:0.426, acc:0.700, f1:0.450, total+:101, total-:249
@threshold:0.305, sens:0.489, spec:0.777, ppv:0.431, acc:0.703, f1:0.458, total+:102, total-:248
@threshold:0.295, sens:0.489, spec:0.773, ppv:0.427, acc:0.700, f1:0.456, total+:103, total-:247
@threshold:0.283, sens:0.500, spec:0.762, ppv:0.421, acc:0.694, f1:0.457, total+:107, total-:243
@threshold:0.276, sens:0.500, spec:0.758, ppv:0.417, acc:0.691, f1:0.455, total+:108, total-:242
@threshold:0.228, sens:0.511, spec:0.742, ppv:0.407, acc:0.683, f1:0.453, total+:113, total-:237
@threshold:0.227, sens:0.511, spec:0.738, ppv:0.404, acc:0.680, f1:0.451, total+:114, total-:236
@threshold:0.220, sens:0.522, spec:0.738, ppv:0.409, acc:0.683, f1:0.459, total+:115, total-:235
@threshold:0.205, sens:0.544, spec:0.735, ppv:0.415, acc:0.686, f1:0.471, total+:118, total-:232
@threshold:0.201, sens:0.556, spec:0.735, ppv:0.420, acc:0.689, f1:0.478, total+:119, total-:231
@threshold:0.199, sens:0.556, spec:0.731, ppv:0.417, acc:0.686, f1:0.476, total+:120, total-:230
@threshold:0.185, sens:0.567, spec:0.727, ppv:0.418, acc:0.686, f1:0.481, total+:122, total-:228
@threshold:0.179, sens:0.567, spec:0.723, ppv:0.415, acc:0.683, f1:0.479, total+:123, total-:227
@threshold:0.176, sens:0.578, spec:0.712, ppv:0.409, acc:0.677, f1:0.479, total+:127, total-:223
@threshold:0.154, sens:0.578, spec:0.708, ppv:0.406, acc:0.674, f1:0.477, total+:128, total-:222
@threshold:0.121, sens:0.589, spec:0.688, ppv:0.396, acc:0.663, f1:0.473, total+:134, total-:216
@threshold:0.107, sens:0.600, spec:0.685, ppv:0.397, acc:0.663, f1:0.478, total+:136, total-:214
@threshold:0.104, sens:0.611, spec:0.681, ppv:0.399, acc:0.663, f1:0.482, total+:138, total-:212
@threshold:0.094, sens:0.644, spec:0.677, ppv:0.408, acc:0.669, f1:0.500, total+:142, total-:208
@threshold:0.045, sens:0.656, spec:0.635, ppv:0.383, acc:0.640, f1:0.484, total+:154, total-:196
@threshold:0.025, sens:0.667, spec:0.631, ppv:0.385, acc:0.640, f1:0.488, total+:156, total-:194
@threshold:0.001, sens:0.678, spec:0.615, ppv:0.379, acc:0.631, f1:0.486, total+:161, total-:189
@threshold:-0.012, sens:0.678, spec:0.612, ppv:0.377, acc:0.629, f1:0.484, total+:162, total-:188
@threshold:-0.023, sens:0.689, spec:0.600, ppv:0.373, acc:0.623, f1:0.484, total+:166, total-:184
@threshold:-0.036, sens:0.700, spec:0.596, ppv:0.375, acc:0.623, f1:0.488, total+:168, total-:182
@threshold:-0.050, sens:0.711, spec:0.581, ppv:0.370, acc:0.614, f1:0.487, total+:173, total-:177
@threshold:-0.055, sens:0.711, spec:0.577, ppv:0.368, acc:0.611, f1:0.485, total+:174, total-:176
@threshold:-0.092, sens:0.722, spec:0.558, ppv:0.361, acc:0.600, f1:0.481, total+:180, total-:170
@threshold:-0.095, sens:0.722, spec:0.554, ppv:0.359, acc:0.597, f1:0.480, total+:181, total-:169
@threshold:-0.101, sens:0.733, spec:0.550, ppv:0.361, acc:0.597, f1:0.484, total+:183, total-:167
@threshold:-0.104, sens:0.733, spec:0.546, ppv:0.359, acc:0.594, f1:0.482, total+:184, total-:166
@threshold:-0.116, sens:0.744, spec:0.546, ppv:0.362, acc:0.597, f1:0.487, total+:185, total-:165
@threshold:-0.118, sens:0.744, spec:0.542, ppv:0.360, acc:0.594, f1:0.486, total+:186, total-:164
@threshold:-0.120, sens:0.756, spec:0.542, ppv:0.364, acc:0.597, f1:0.491, total+:187, total-:163
@threshold:-0.123, sens:0.756, spec:0.538, ppv:0.362, acc:0.594, f1:0.489, total+:188, total-:162
@threshold:-0.140, sens:0.767, spec:0.515, ppv:0.354, acc:0.580, f1:0.484, total+:195, total-:155
@threshold:-0.142, sens:0.767, spec:0.512, ppv:0.352, acc:0.577, f1:0.483, total+:196, total-:154
@threshold:-0.181, sens:0.778, spec:0.473, ppv:0.338, acc:0.551, f1:0.471, total+:207, total-:143
@threshold:-0.183, sens:0.789, spec:0.469, ppv:0.340, acc:0.551, f1:0.475, total+:209, total-:141
@threshold:-0.191, sens:0.800, spec:0.458, ppv:0.338, acc:0.546, f1:0.475, total+:213, total-:137
@threshold:-0.193, sens:0.811, spec:0.454, ppv:0.340, acc:0.546, f1:0.479, total+:215, total-:135
@threshold:-0.197, sens:0.822, spec:0.454, ppv:0.343, acc:0.549, f1:0.484, total+:216, total-:134
@threshold:-0.199, sens:0.822, spec:0.450, ppv:0.341, acc:0.546, f1:0.482, total+:217, total-:133
@threshold:-0.221, sens:0.833, spec:0.423, ppv:0.333, acc:0.529, f1:0.476, total+:225, total-:125
@threshold:-0.222, sens:0.833, spec:0.419, ppv:0.332, acc:0.526, f1:0.475, total+:226, total-:124
@threshold:-0.258, sens:0.844, spec:0.381, ppv:0.321, acc:0.500, f1:0.465, total+:237, total-:113
@threshold:-0.262, sens:0.844, spec:0.377, ppv:0.319, acc:0.497, f1:0.463, total+:238, total-:112
@threshold:-0.285, sens:0.856, spec:0.362, ppv:0.317, acc:0.489, f1:0.462, total+:243, total-:107
@threshold:-0.287, sens:0.856, spec:0.358, ppv:0.316, acc:0.486, f1:0.461, total+:244, total-:106
@threshold:-0.298, sens:0.867, spec:0.342, ppv:0.313, acc:0.477, f1:0.460, total+:249, total-:101
@threshold:-0.303, sens:0.867, spec:0.338, ppv:0.312, acc:0.474, f1:0.459, total+:250, total-:100
@threshold:-0.324, sens:0.878, spec:0.319, ppv:0.309, acc:0.463, f1:0.457, total+:256, total-:94
@threshold:-0.334, sens:0.889, spec:0.315, ppv:0.310, acc:0.463, f1:0.460, total+:258, total-:92
@threshold:-0.345, sens:0.900, spec:0.308, ppv:0.310, acc:0.460, f1:0.462, total+:261, total-:89
@threshold:-0.349, sens:0.900, spec:0.304, ppv:0.309, acc:0.457, f1:0.460, total+:262, total-:88
@threshold:-0.385, sens:0.911, spec:0.265, ppv:0.300, acc:0.431, f1:0.452, total+:273, total-:77
@threshold:-0.386, sens:0.911, spec:0.262, ppv:0.299, acc:0.429, f1:0.451, total+:274, total-:76
@threshold:-0.413, sens:0.922, spec:0.254, ppv:0.300, acc:0.426, f1:0.452, total+:277, total-:73
@threshold:-0.415, sens:0.922, spec:0.250, ppv:0.299, acc:0.423, f1:0.451, total+:278, total-:72
@threshold:-0.427, sens:0.933, spec:0.238, ppv:0.298, acc:0.417, f1:0.452, total+:282, total-:68
@threshold:-0.427, sens:0.933, spec:0.235, ppv:0.297, acc:0.414, f1:0.450, total+:283, total-:67
@threshold:-0.486, sens:0.944, spec:0.192, ppv:0.288, acc:0.386, f1:0.442, total+:295, total-:55
@threshold:-0.486, sens:0.944, spec:0.188, ppv:0.287, acc:0.383, f1:0.440, total+:296, total-:54
@threshold:-0.511, sens:0.956, spec:0.181, ppv:0.288, acc:0.380, f1:0.442, total+:299, total-:51
@threshold:-0.513, sens:0.956, spec:0.177, ppv:0.287, acc:0.377, f1:0.441, total+:300, total-:50
@threshold:-0.553, sens:0.967, spec:0.146, ppv:0.282, acc:0.357, f1:0.436, total+:309, total-:41
@threshold:-0.557, sens:0.967, spec:0.142, ppv:0.281, acc:0.354, f1:0.435, total+:310, total-:40
@threshold:-0.568, sens:0.978, spec:0.138, ppv:0.282, acc:0.354, f1:0.438, total+:312, total-:38
@threshold:-0.579, sens:0.978, spec:0.135, ppv:0.281, acc:0.351, f1:0.437, total+:313, total-:37
@threshold:-0.661, sens:0.989, spec:0.077, ppv:0.271, acc:0.311, f1:0.425, total+:329, total-:21
@threshold:-0.664, sens:0.989, spec:0.073, ppv:0.270, acc:0.309, f1:0.424, total+:330, total-:20
@threshold:-0.885, sens:1.000, spec:0.004, ppv:0.258, acc:0.260, f1:0.410, total+:349, total-:1
* Vital: Wt for Length ZScore-latest | coef 0.068 95% CI: [0.040 , 0.095] | OR_adj 1.070 [1.041 1.100] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.693
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Lab History: WBC-otherPregnancy:0.089
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086
Maternal Lab History: PROLACTIN-postPregnancy:-0.083
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: IRON-postPregnancy:-0.071
Diagnosis:9ccs138:Esophgeal dx:-0.071
* Vital: BMI-latest | coef 0.067 95% CI: [0.037 , 0.097] | OR_adj 1.070 [1.038 1.102] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.703
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:-0.085
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.075
Maternal Lab History: WBC-otherPregnancy:0.074
Maternal Lab History: IRON-postPregnancy:-0.073
Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs5:HIV infectn:-0.070
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.070
Maternal Lab History: FREE T-4-otherPregnancy:-0.069
* Vital: Wt for Length ZScore-gain0to24 | coef 0.067 95% CI: [0.041 , 0.093] | OR_adj 1.069 [1.041 1.098] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.693
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Lab History: WBC-otherPregnancy:0.089
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086
Maternal Lab History: PROLACTIN-postPregnancy:-0.083
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: IRON-postPregnancy:-0.071
Diagnosis:9ccs138:Esophgeal dx:-0.071
* Vital: Wt for Length ZScore-avg19to24 | coef 0.037 95% CI: [0.015 , 0.058] | OR_adj 1.037 [1.015 1.060] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.713
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.083
Maternal Lab History: WBC-otherPregnancy:0.081
Diagnosis:9ccs128:Asthma:0.079
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.077
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.076
Maternal Diagnosis:9ccs184:Early labor:-0.071
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067
Diagnosis:9ccs246:FUO:0.066
Diagnosis:9ccs138:Esophgeal dx:-0.065
Maternal Lab History: POLYS-otherPregnancy:0.064
* Vital: Wt-gain0to24 | coef 0.031 95% CI: [0.008 , 0.054] | OR_adj 1.032 [1.008 1.055] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.690
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.095
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Maternal Lab History: WBC-otherPregnancy:0.088
Diagnosis:9ccs128:Asthma:0.084
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.078
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.078
Maternal Diagnosis:9ccs188:Pelvic obstr:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
* Vital: Wt for Len Percentile-gain0to24 | coef 0.028 95% CI: [0.017 , 0.039] | OR_adj 1.029 [1.018 1.040] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.711
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Diagnosis:9ccs128:Asthma:0.080
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.069
Diagnosis:9ccs243:Poisn nonmed:0.068
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.066
Diagnosis:9ccs95:Oth nerv dx:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.064
Maternal Lab History: PLATELET COUNT-postPregnancy:0.063
Diagnosis:9ccs246:FUO:0.062
* Vital: Wt for Len Percentile-latest | coef 0.028 95% CI: [0.017 , 0.039] | OR_adj 1.029 [1.017 1.040] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.718
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.083
Maternal Lab History: PROLACTIN-postPregnancy:-0.080
Diagnosis:9ccs95:Oth nerv dx:-0.074
Diagnosis:9ccs138:Esophgeal dx:-0.073
Maternal Lab History: MCH-postPregnancy:-0.071
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070
Maternal Lab History: IRON-postPregnancy:-0.069
Maternal Lab History: WBC-otherPregnancy:0.068
* Vital: Wt-avg19to24 | coef 0.028 95% CI: [0.007 , 0.048] | OR_adj 1.028 [1.007 1.049] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.702
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.088
Maternal Lab History: WBC-otherPregnancy:0.086
Newborn Diagnosis:9ccs191:Amnios dx:0.086
Diagnosis:9ccs128:Asthma:0.083
Newborn Diagnosis:9ccs219:Low birth wt:-0.079
Maternal Diagnosis:9ccs188:Pelvic obstr:0.078
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.075
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.075
* Vital: Wt-latest | coef 0.023 95% CI: [0.005 , 0.042] | OR_adj 1.024 [1.005 1.043] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.679
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.282
Diagnosis:9ccs92:Otitis media:0.237
Number of Visits:0.235
Diagnosis:9ccs10:Immuniz/scrn:0.219
Diagnosis:9ccs128:Asthma:0.149
Diagnosis:9ccs257:Ot aftercare:0.137
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs125:Bronchitis:0.134
Diagnosis:9ccs135:Intest infct:0.133
Diagnosis:9ccs122:Pneumonia:0.116
* Vital: BMI-avg19to24 | coef 0.023 95% CI: [0.012 , 0.034] | OR_adj 1.023 [1.012 1.034] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.714
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.105
Diagnosis:9ccs58:Ot nutrit dx:0.094
Diagnosis:9ccs128:Asthma:0.084
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
Diagnosis:9ccs95:Oth nerv dx:-0.073
Maternal Diagnosis:9ccs185:Long pregncy:0.073
Diagnosis:9ccs243:Poisn nonmed:0.072
Maternal Lab History: WBC-otherPregnancy:0.072
Diagnosis:9ccs246:FUO:0.071
* Vital: Wt for Len Percentile-avg19to24 | coef 0.022 95% CI: [0.010 , 0.034] | OR_adj 1.022 [1.010 1.034] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.720
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Diagnosis:9ccs128:Asthma:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071
Diagnosis:9ccs243:Poisn nonmed:0.069
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.069
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.067
Maternal Diagnosis:9ccs184:Early labor:-0.065
Diagnosis:9ccs95:Oth nerv dx:-0.064
Diagnosis:9ccs246:FUO:0.062
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.062
* Vital: BMI-gain0to24 | coef 0.022 95% CI: [0.009 , 0.034] | OR_adj 1.022 [1.009 1.035] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.706
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.109
Diagnosis:9ccs58:Ot nutrit dx:0.096
Diagnosis:9ccs128:Asthma:0.085
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.075
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
Maternal Lab History: WBC-otherPregnancy:0.072
Maternal Diagnosis:9ccs185:Long pregncy:0.071
Diagnosis:9ccs246:FUO:0.071
Diagnosis:9ccs243:Poisn nonmed:0.071
* Vital: Wt-avg16to19 | coef 0.012 95% CI: [0.003 , 0.021] | OR_adj 1.012 [1.003 1.021] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.711
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.104
Maternal Lab History: WBC-otherPregnancy:0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Maternal Lab History: CREATININE-postPregnancy:0.081
Maternal Lab History: PAPP-A MoM-postPregnancy:0.079
Maternal Diagnosis:9ccs184:Early labor:-0.078
Diagnosis:9ccs143:Abdom hernia:0.077
Newborn Diagnosis:9ccs219:Low birth wt:-0.074
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.074
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.072
MatDeliveryAge | coef 0.011 95% CI: [0.007 , 0.015] | OR_adj 1.011 [1.007 1.015] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.432
Correlated most with:
MatDeliveryAge:1.000
Maternal Diagnosis:9ccs176:Contraceptiv:0.243
Maternal Diagnosis:9ccs186:DM in preg:0.233
Maternal Diagnosis:9ccs189:Prev c-sectn:0.193
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.180
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.174
Maternal Diagnosis:9ccs195:Ot compl bir:0.147
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.144
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.137
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.135
Number of Visits | coef 0.010 95% CI: [0.007 , 0.014] | OR_adj 1.010 [1.007 1.014] | occ: 1743 | OR_unadj: 1.107 [0.879 1.394] | indivs AUC:0.500
Correlated most with:
Number of Visits:1.000
Diagnosis:9ccs126:Ot up rsp in:0.332
Diagnosis:9ccs92:Otitis media:0.277
Diagnosis:9ccs7:Viral infect:0.267
Diagnosis:9ccs135:Intest infct:0.234
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs155:Other GI dx:0.220
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs133:Oth low resp:0.195
Diagnosis:9ccs128:Asthma:0.187
* Vital: Wt for Len Percentile-avg16to19 | coef 0.009 95% CI: [0.002 , 0.017] | OR_adj 1.009 [1.002 1.017] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.751
Correlated most with:
MatDeliveryAge:-0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.086
Maternal Lab History: WBC-otherPregnancy:0.078
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.076
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.075
Maternal Lab History: ESTRIOL-postPregnancy:0.074
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.072
* Vital: BMI-avg16to19 | coef 0.009 95% CI: [0.006 , 0.012] | OR_adj 1.009 [1.006 1.012] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.736
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.090
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Maternal Lab History: WBC-otherPregnancy:0.076
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.073
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.069
Newborn Diagnosis:9ccs191:Amnios dx:0.066
Maternal Lab History: CREATININE-postPregnancy:0.064
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.064
Maternal Lab History: RUBELLA-postPregnancy:0.063
Diagnosis:9ccs143:Abdom hernia:0.062
* Vital: Wt for Length ZScore-avg13to16 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.615
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Diagnosis:9ccs188:Pelvic obstr:0.083
Diagnosis:9ccs143:Abdom hernia:0.081
Maternal Lab History: ESTRIOL-postPregnancy:0.073
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070
Diagnosis:9ccs128:Asthma:0.069
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.068
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.068
Maternal Lab History: MCH-postPregnancy:-0.067
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.067
* Vital: Wt for Length ZScore-avg16to19 | coef 0.008 95% CI: [0.001 , 0.014] | OR_adj 1.008 [1.001 1.014] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.737
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086
Maternal Lab History: WBC-otherPregnancy:0.085
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.084
Maternal Diagnosis:9ccs185:Long pregncy:0.073
MatDeliveryAge:-0.071
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071
Maternal Lab History: CREATININE-postPregnancy:0.069
Maternal Lab History: ESTRIOL-postPregnancy:0.067
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.065
* Vital: BMI-avg10to13 | coef 0.007 95% CI: [0.004 , 0.011] | OR_adj 1.007 [1.004 1.011] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.678
Correlated most with:
Diagnosis:9ccs128:Asthma:0.101
Newborn Diagnosis:9ccs191:Amnios dx:0.094
Maternal Lab History: ESTRIOL-postPregnancy:0.091
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.086
Diagnosis:9ccs246:FUO:-0.079
MatDeliveryAge:-0.077
Maternal Procedure History:86580-otherPregnancy:-0.075
Diagnosis:9ccs95:Oth nerv dx:-0.071
Diagnosis:9ccs143:Abdom hernia:0.068
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.067
* Vital: Wt Percentile-latest | coef 0.007 95% CI: [0.002 , 0.012] | OR_adj 1.007 [1.002 1.013] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.665
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Lab History: IRON-postPregnancy:-0.096
Diagnosis:9ccs128:Asthma:0.091
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.080
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Diagnosis:9ccs136:Teeth dx:-0.070
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069
Diagnosis:9ccs154:Gastroent:-0.068
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.065
Newborn Diagnosis:9ccs253:Allergy:-0.065
* Vital: Wt for Len Percentile-avg10to13 | coef 0.007 95% CI: [0.002 , 0.012] | OR_adj 1.007 [1.002 1.012] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.680
Correlated most with:
Diagnosis:9ccs128:Asthma:0.105
Maternal Lab History: ESTRIOL-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
MatDeliveryAge:-0.077
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.074
Maternal Diagnosis:9ccs190:Fetal distrs:0.073
Diagnosis:9ccs95:Oth nerv dx:-0.071
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.070
Vital: BMI-gain3to7 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs127:COPD:0.084
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: TP VOLUME-otherPregnancy:-0.075
Diagnosis:9ccs222:Perint jaund:-0.075
Diagnosis:9ccs92:Otitis media:0.073
Diagnosis:9ccs212:Ot bone dx:0.071
Maternal Procedure History:96372-postPregnancy:0.070
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.066
Diagnosis:9ccs122:Pneumonia:0.065
Vital: BMI-gain5to10 | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.007 [1.003 1.010] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: MPV-postPregnancy:0.101
Maternal Lab History: Alk Phos-postPregnancy:0.090
Maternal Lab History: PTT-otherPregnancy:-0.079
Maternal Lab History: POTASSIUM-postPregnancy:0.079
Maternal Lab History: INR-postPregnancy:-0.077
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.076
Maternal Lab History: TP VOLUME-otherPregnancy:0.072
Maternal Lab History: 2 HOUR-otherPregnancy:-0.070
Maternal Lab History: AST-otherPregnancy:0.070
Newborn Diagnosis:9ccs0:No DX:0.069
* Vital: BMI-avg0to1 | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.006 [1.003 1.010] | occ: 1349 | OR_unadj: 1.526 [1.213 1.918] | indivs AUC:0.577
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.268
Maternal Diagnosis:9ccs184:Early labor:-0.261
Diagnosis:9ccs219:Low birth wt:-0.212
Maternal Diagnosis:9ccs185:Long pregncy:0.190
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.123
Maternal Diagnosis:9ccs183:HTN in preg:-0.120
Maternal Lab History: INHMOM-postPregnancy:-0.103
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.100
Maternal Lab History: HERPES II IgG-postPregnancy:-0.094
Newborn Diagnosis:9ccs221:Resp distres:-0.094
* Vital: Wt for Length Zscore-avg10to13 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.691
Correlated most with:
Diagnosis:9ccs128:Asthma:0.092
Maternal Lab History: ESTRIOL-postPregnancy:0.091
Newborn Diagnosis:9ccs191:Amnios dx:0.089
Maternal Procedure History:86580-otherPregnancy:-0.079
MatDeliveryAge:-0.078
Diagnosis:9ccs95:Oth nerv dx:-0.075
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.075
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.069
Maternal Lab History: WBC-otherPregnancy:0.069
* Vital: Wt Percentile-avg19to24 | coef 0.006 95% CI: [0.000 , 0.011] | OR_adj 1.006 [1.000 1.011] | occ: 920 | OR_unadj: 2.523 [1.996 3.191] | indivs AUC:0.649
Correlated most with:
Diagnosis:9ccs136:Teeth dx:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.075
Diagnosis:9ccs128:Asthma:0.072
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.067
Diagnosis:9ccs59:Anemia:-0.064
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.058
* Vital: Wt for Len Percentile-avg13to16 | coef 0.006 95% CI: [-0.001 , 0.012] | OR_adj 1.006 [0.999 1.012] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.617
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.078
MatDeliveryAge:-0.076
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.076
Diagnosis:9ccs147:Anal/rectal:0.072
Maternal Diagnosis:9ccs188:Pelvic obstr:0.071
Maternal Diagnosis:9ccs186:DM in preg:-0.069
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.068
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.067
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.065
* Vital: BMI-avg3to5 | coef 0.006 95% CI: [0.001 , 0.010] | OR_adj 1.006 [1.001 1.010] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.629
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.107
Maternal Procedure History:96372-postPregnancy:-0.100
Maternal Lab History: EOSINOPHIL-postPregnancy:0.093
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.088
Maternal Lab History: MCH-postPregnancy:-0.082
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080
Maternal Lab History: FASTING-otherPregnancy:-0.078
Maternal Lab History: PLATELET COUNT-postPregnancy:0.076
Maternal Lab History: 3 HOUR-otherPregnancy:0.074
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.074
* Vital: Wt Percentile-gain0to24 | coef 0.005 95% CI: [0.001 , 0.010] | OR_adj 1.005 [1.001 1.010] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.638
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.093
Diagnosis:9ccs136:Teeth dx:-0.092
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.078
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.074
Diagnosis:9ccs128:Asthma:0.073
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.067
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.060
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.059
* Vital: Wt-avg0to1 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.579
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.352
Maternal Diagnosis:9ccs184:Early labor:-0.345
Diagnosis:9ccs219:Low birth wt:-0.282
Maternal Diagnosis:9ccs185:Long pregncy:0.261
Maternal Diagnosis:9ccs183:HTN in preg:-0.159
Lab:297262 HEMOGLOBIN (HEMOCUE):0.131
Newborn Diagnosis:9ccs221:Resp distres:-0.123
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs190:Fetal distrs:0.110
Maternal Lab History: INHMOM-postPregnancy:-0.106
Vital: Wt for Length ZScore-gain5to10 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs123:Influenza:0.095
Maternal Lab History: LIPASE-postPregnancy:-0.076
Maternal Lab History: AMYLASE-postPregnancy:-0.075
Maternal Lab History: IRON-postPregnancy:0.065
Maternal Diagnosis:9ccs187:Malposition:-0.064
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.062
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.062
Maternal Lab History: RBC-postPregnancy:-0.061
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.061
Lab:292495 LEAD LEVEL - Sunrise:0.059
Vital: Temp-avg5to7 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.469
Correlated most with:
Maternal Procedure History:97001-postPregnancy:-0.191
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.118
Maternal Procedure History:97110-postPregnancy:-0.100
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.088
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.087
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.086
Diagnosis:9ccs122:Pneumonia:0.081
Number of Visits:0.078
Maternal Lab History: BETA HCG FREE-postPregnancy:0.074
Maternal Procedure History:45300-postPregnancy:-0.074
Vital: Temp-avg19to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.493
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.128
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.127
Diagnosis:9ccs113:Late eff CVD:-0.094
Diagnosis:9ccs239:Superfic inj:-0.084
Diagnosis:9ccs10:Immuniz/scrn:-0.083
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.082
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.082
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.077
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.077
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.075
* Vital: HC-avg5to7 | coef 0.005 95% CI: [0.001 , 0.008] | OR_adj 1.005 [1.001 1.008] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.538
Correlated most with:
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.173
Diagnosis:9ccs10:Immuniz/scrn:-0.162
Maternal Lab History: IRON-postPregnancy:-0.156
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.154
Diagnosis:9ccs3:Oth bact inf:-0.152
Diagnosis:9ccs255:Social admin:-0.137
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.134
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.131
Diagnosis:9ccs7:Viral infect:-0.123
Diagnosis:9ccs126:Ot up rsp in:-0.112
* Vital: Wt-avg13to16 | coef 0.005 95% CI: [0.001 , 0.008] | OR_adj 1.005 [1.001 1.008] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.636
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.109
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.100
Maternal Lab History: WBC-otherPregnancy:0.086
Diagnosis:9ccs136:Teeth dx:-0.078
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs143:Abdom hernia:0.077
Maternal Diagnosis:9ccs188:Pelvic obstr:0.077
Diagnosis:9ccs147:Anal/rectal:0.077
Maternal Diagnosis:9ccs186:DM in preg:-0.075
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.075
Vital: Wt-gain10to16 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.464
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.093
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.087
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.077
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.076
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.074
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.074
Maternal Lab History: GAMMA GT-otherPregnancy:0.071
Number of Visits:0.071
Diagnosis:9ccs92:Otitis media:0.070
Lab:292495 LEAD LEVEL - Sunrise:0.067
Vital: Temp-avg0to1 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.567
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.159
Diagnosis:9ccs255:Social admin:-0.118
Diagnosis:9ccs95:Oth nerv dx:-0.116
Diagnosis:9ccs76:Meningitis:-0.098
Diagnosis:9ccs7:Viral infect:-0.093
Diagnosis:9ccs166:Oth male gen:-0.083
Diagnosis:9ccs198:Ot infl skin:-0.076
Diagnosis:9ccs257:Ot aftercare:-0.074
Diagnosis:9ccs125:Bronchitis:-0.071
Diagnosis:9ccs128:Asthma:-0.068
Vital: Temp-avg13to16 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.574
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.277
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267
Maternal Lab History: ANION GAP-otherPregnancy:0.234
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.218
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.210
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.182
Diagnosis:9ccs255:Social admin:-0.178
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:-0.175
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.173
Vital: Wt for Len Percentile-gain16to24 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1353 | OR_unadj: 0.799 [0.624 1.024] | indivs AUC:0.482
Correlated most with:
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.077
Diagnosis:9ccs126:Ot up rsp in:-0.074
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.073
Maternal Lab History: AST-otherPregnancy:-0.068
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.063
Maternal Diagnosis:9ccs59:Anemia:0.063
Maternal Lab History: POTASSIUM-otherPregnancy:0.062
Maternal Lab History: BASOPHIL-postPregnancy:-0.062
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.062
Maternal Lab History: TEST NAME-postPregnancy:-0.060
Vital: Temp-latest | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: TP PERIOD-otherPregnancy:0.108
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.098
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.093
Maternal Lab History: GAMMA GT-otherPregnancy:0.086
Diagnosis:9ccs83:Epilepsy/cnv:0.083
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.083
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Lab History: PTT-otherPregnancy:-0.080
Diagnosis:9ccs154:Gastroent:-0.079
* Vital: Wt-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.006] | occ: 1417 | OR_unadj: 2.797 [2.219 3.525] | indivs AUC:0.684
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.105
Newborn Diagnosis:9ccs191:Amnios dx:0.091
Maternal Procedure History:S9470-postPregnancy:0.091
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Lab History: IRON-postPregnancy:-0.072
Maternal Diagnosis:9ccs190:Fetal distrs:0.071
Maternal Diagnosis:9ccs184:Early labor:-0.069
Maternal Lab History: ESTRIOL-postPregnancy:0.069
Maternal Diagnosis:9ccs188:Pelvic obstr:0.068
* Vital: Wt for Length ZScore-gain3to7 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.538
Correlated most with:
Maternal Lab History: SODIUM-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.068
Maternal Lab History: APTT-postPregnancy:-0.066
Maternal Diagnosis:9ccs159:UTI:0.061
Diagnosis:9ccs258:Other screen:0.060
Maternal Lab History: TP VOLUME-otherPregnancy:-0.058
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.057
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.057
Diagnosis:9ccs94:Other ear dx:0.054
Maternal Diagnosis:9ccs61:Sickle cell:-0.054
* Vital: Ht-gain1to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:-0.117
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.102
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.097
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.097
Number of Visits:0.090
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.085
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.085
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.084
Lab:297275 STREP RAPID TEST (POCT):-0.080
Vital: BMI-gain7to13 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.007] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.540
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:0.119
Maternal Lab History: APF MoM-otherPregnancy:-0.107
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.095
Maternal Lab History: INHMOM-otherPregnancy:-0.093
Maternal Lab History: NT MoM-otherPregnancy:-0.090
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.090
Maternal Lab History: INHMOM-postPregnancy:-0.084
Maternal Lab History: HCG-otherPregnancy:-0.083
Maternal Lab History: PTT-otherPregnancy:0.080
Maternal Lab History: Alk Phos-postPregnancy:-0.074
Vital: Temp-avg1to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:-0.106
Diagnosis:9ccs7:Viral infect:-0.100
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.096
Maternal Lab History: COLONY COUNT-postPregnancy:-0.090
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.089
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.086
Diagnosis:9ccs134:Ot uppr resp:0.086
Diagnosis:9ccs10:Immuniz/scrn:-0.086
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.078
Maternal Procedure History:99000-otherPregnancy:0.078
* Vital: Wt for Length ZScore-avg7to10 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.623
Correlated most with:
Diagnosis:9ccs128:Asthma:0.096
Diagnosis:9ccs95:Oth nerv dx:-0.088
Newborn Diagnosis:9ccs191:Amnios dx:0.084
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.083
Diagnosis:9ccs125:Bronchitis:0.080
Maternal Lab History: ABS LYMPH-postPregnancy:0.075
Maternal Procedure History:S9470-postPregnancy:0.075
Maternal Lab History: EOSINOPHIL-postPregnancy:0.074
Maternal Lab History: URINE PH-otherPregnancy:-0.074
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.073
Maternal Diagnosis:9ccs185:Long pregncy | coef 0.004 95% CI: [-0.001 , 0.010] | OR_adj 1.004 [0.999 1.010] | occ: 418 | OR_unadj: 1.131 [0.872 1.468] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:1.000
Newborn Diagnosis:9ccs224:Ot perint dx:0.343
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.151
Maternal Diagnosis:9ccs184:Early labor:-0.146
Newborn Diagnosis:9ccs219:Low birth wt:-0.141
Maternal Diagnosis:9ccs186:DM in preg:-0.118
Maternal Diagnosis:9ccs190:Fetal distrs:0.103
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.082
Diagnosis:9ccs197:Skin infectn:0.082
Maternal Diagnosis:9ccs128:Asthma:-0.076
* Vital: Wt-gain13to19 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.648
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.070
Maternal Diagnosis:9ccs183:HTN in preg:-0.065
Diagnosis:9ccs243:Poisn nonmed:0.065
Maternal Lab History: PAPP-A MoM-postPregnancy:0.063
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.063
Maternal Lab History: EOSINOPHIL-postPregnancy:0.062
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.060
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.059
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.056
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.055
* Vital: Wt-gain16to24 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1468 | OR_unadj: 1.821 [1.385 2.394] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082
Diagnosis:9ccs126:Ot up rsp in:-0.074
Maternal Diagnosis:9ccs183:HTN in preg:0.071
Maternal Diagnosis:9ccs61:Sickle cell:0.065
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.063
Maternal Lab History: 1 HOUR-postPregnancy:0.063
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.062
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.062
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.061
Maternal Lab History: TEST NAME-postPregnancy:-0.059
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.502
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621
Vital: HC-latest | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs257:Ot aftercare:0.193
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs10:Immuniz/scrn:0.188
Diagnosis:9ccs125:Bronchitis:0.168
Diagnosis:9ccs7:Viral infect:0.160
Number of Visits:0.139
Diagnosis:9ccs128:Asthma:0.128
Diagnosis:9ccs135:Intest infct:0.113
Diagnosis:9ccs90:Eye infectn:0.110
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1129 | OR_unadj: 1.101 [0.860 1.408] | indivs AUC:0.505
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.996
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.736
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.733
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.673
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.670
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.639
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.637
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.624
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.621
* Vital: Wt for Length ZScore-avg3to5 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.625
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.103
Maternal Lab History: EOSINOPHIL-postPregnancy:0.087
Maternal Lab History: MCH-postPregnancy:-0.086
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.082
Maternal Lab History: PLATELET COUNT-postPregnancy:0.074
Maternal Lab History: MCV-postPregnancy:-0.072
Diagnosis:9ccs59:Anemia:0.070
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.066
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.065
Maternal Lab History: APTT-postPregnancy:-0.065
* Vital: Ht-avg10to13 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.555
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:-0.166
Maternal Diagnosis:9ccs184:Early labor:-0.123
Diagnosis:9ccs246:FUO:0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.106
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Diagnosis:9ccs219:Low birth wt:-0.085
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.074
Maternal Diagnosis:9ccs181:Ot preg comp:0.071
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.070
Maternal Procedure History:86580-otherPregnancy:0.070
Vital: Temp-avg16to19 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.453
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.158
Diagnosis:9ccs255:Social admin:-0.148
Diagnosis:9ccs239:Superfic inj:-0.112
Diagnosis:9ccs126:Ot up rsp in:-0.111
Number of Visits:-0.106
Diagnosis:9ccs240:Burns:-0.093
Diagnosis:9ccs257:Ot aftercare:-0.092
Diagnosis:9ccs258:Other screen:-0.086
Diagnosis:9ccs90:Eye infectn:-0.082
Diagnosis:9ccs133:Oth low resp:-0.081
* Vital: BMI-avg7to10 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.615
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.104
Diagnosis:9ccs128:Asthma:0.087
Maternal Procedure History:S9470-postPregnancy:0.087
Diagnosis:9ccs125:Bronchitis:0.084
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: URINE PH-otherPregnancy:-0.077
Maternal Lab History: APTT-postPregnancy:-0.077
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.077
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.076
Diagnosis:9ccs95:Oth nerv dx:-0.073
Vital: Ht-gain10to16 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.482
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.085
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.072
Maternal Lab History: GAMMA GT-otherPregnancy:0.071
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.069
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.064
Maternal Lab History: LDH-postPregnancy:0.063
Lab:292495 LEAD LEVEL - Sunrise:0.062
Maternal Lab History: LDH-otherPregnancy:0.060
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.059
Vital: Wt for Length ZScore-gain1to5 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: HERPES II IgG-postPregnancy:0.104
Maternal Diagnosis:9ccs184:Early labor:0.098
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087
Maternal Diagnosis:9ccs185:Long pregncy:-0.081
Diagnosis:9ccs198:Ot infl skin:-0.081
Newborn Diagnosis:9ccs221:Resp distres:0.081
Newborn Diagnosis:9ccs219:Low birth wt:0.080
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.079
Diagnosis:9ccs59:Anemia:0.076
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.076
* Vital: BMI-avg13to16 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.006] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.618
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.086
Maternal Lab History: ESTRIOL-postPregnancy:0.085
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.075
Maternal Diagnosis:9ccs188:Pelvic obstr:0.075
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Lab History: APF MoM-postPregnancy:-0.075
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.073
MatDeliveryAge:-0.071
Maternal Lab History: MCH-postPregnancy:-0.070
Diagnosis:9ccs128:Asthma:0.069
Vital: Wt-gain5to10 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.514
Correlated most with:
Maternal Lab History: PTT-otherPregnancy:-0.090
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.084
Maternal Lab History: Varicella IgG-postPregnancy:-0.081
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080
Maternal Lab History: AST-otherPregnancy:0.078
Diagnosis:9ccs259:Unclassified:-0.076
Maternal Lab History: MPV-postPregnancy:0.075
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.073
Maternal Lab History: Alk Phos-postPregnancy:0.071
Number of Visits:0.070
Vital: Wt-gain1to5 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.558
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.129
Number of Visits:0.107
Maternal Lab History: ALBUMIN-postPregnancy:-0.107
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.095
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.095
Diagnosis:9ccs257:Ot aftercare:0.090
Lab:297275 STREP RAPID TEST (POCT):-0.085
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.082
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.082
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.082
Vital: Ht-gain16to24 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.531
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.077
Diagnosis:9ccs55:Fluid/elc dx:-0.073
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.070
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.062
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.060
Maternal Lab History: PAPP-A-otherPregnancy:0.060
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.059
Maternal Lab History: APTT-postPregnancy:0.059
Diagnosis:9ccs126:Ot up rsp in:-0.059
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.057
Vital: Wt for Len Percentile-gain5to10 | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:-0.075
Maternal Lab History: Alk Phos-postPregnancy:0.072
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.070
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068
Maternal Lab History: WEIGHT-postPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.066
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.063
Maternal Lab History: PO2-postPregnancy:0.063
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.063
Maternal Lab History: RDW-postPregnancy:0.063
* Vital: Wt-avg3to5 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.625
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.187
Maternal Diagnosis:9ccs184:Early labor:-0.178
Maternal Diagnosis:9ccs185:Long pregncy:0.149
Diagnosis:9ccs219:Low birth wt:-0.140
Diagnosis:9ccs138:Esophgeal dx:-0.105
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: LIPASE-postPregnancy:0.099
Maternal Lab History: IRON-postPregnancy:-0.095
Newborn Diagnosis:9ccs253:Allergy:-0.093
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.089
* Vital: Wt-gain7to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.598
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.117
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.100
Maternal Lab History: NT MoM-otherPregnancy:-0.100
Maternal Lab History: INHMOM-otherPregnancy:-0.100
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.099
Maternal Lab History: PTT-otherPregnancy:0.094
Maternal Lab History: HCG-otherPregnancy:-0.091
Maternal Lab History: INHMOM-postPregnancy:-0.087
Maternal Lab History: APTT-postPregnancy:0.081
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.078
Vital: Temp-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.219
Diagnosis:9ccs255:Social admin:-0.172
Diagnosis:9ccs257:Ot aftercare:-0.140
Diagnosis:9ccs7:Viral infect:-0.138
Diagnosis:9ccs126:Ot up rsp in:-0.136
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.089
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.087
Diagnosis:9ccs125:Bronchitis:-0.086
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.085
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.083
* Vital: Wt-avg7to10 | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.627
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.089
Maternal Procedure History:S9470-postPregnancy:0.086
Maternal Diagnosis:9ccs184:Early labor:-0.084
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Maternal Lab History: URINE PH-otherPregnancy:-0.080
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.079
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.075
Diagnosis:9ccs128:Asthma:0.073
* Vital: Wt for Length ZScore-gain16to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.657
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.071
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.068
Maternal Lab History: FASTING-postPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.065
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.064
Maternal Lab History: MONOCYTE-postPregnancy:-0.062
Diagnosis:9ccs0:No DX:-0.061
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.061
Maternal Lab History: MCH-postPregnancy:0.061
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.532
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.996
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.386
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.385
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.383
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.356
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.355
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.345
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345
Vital: Ht-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.550
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.076
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.076
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.074
Maternal Lab History: EOSINOPHIL-postPregnancy:0.066
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.066
Diagnosis:9ccs243:Poisn nonmed:0.062
Maternal Diagnosis:9ccs183:HTN in preg:-0.061
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.060
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.059
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.057
Vital: Ht-gain0to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: PTT-postPregnancy:-0.084
Maternal Lab History: FASTING-otherPregnancy:0.084
Maternal Lab History: FASTING-postPregnancy:0.077
Diagnosis:9ccs8:Oth infectns:0.072
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.071
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.071
Maternal Lab History: WBC-postPregnancy:0.070
Diagnosis:9ccs2:Septicemia:0.067
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.067
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.066
Vital: Temp-avg3to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.536
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:0.085
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083
Maternal Lab History: URINE CULTURE-postPregnancy:-0.083
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.078
Diagnosis:9ccs7:Viral infect:-0.078
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.072
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.071
Diagnosis:9ccs155:Other GI dx:0.068
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.066
Maternal Lab History: INR-postPregnancy:-0.064
Vital: Wt for Length ZScore-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.418
Correlated most with:
Maternal Lab History: PATIENT-postPregnancy:-0.091
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.082
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.066
Maternal Diagnosis:9ccs211:Ot conn tiss:0.066
Maternal Lab History: CHOLESTEROL-postPregnancy:0.065
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.064
Diagnosis:9ccs217:Ot cong anom:-0.063
Newborn Diagnosis:9ccs223:Birth trauma:0.062
Diagnosis:9ccs246:FUO:0.061
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.060
Vital: HC-avg0to1 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.511
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.278
Newborn Diagnosis:9ccs219:Low birth wt:-0.277
Diagnosis:9ccs219:Low birth wt:-0.224
Maternal Diagnosis:9ccs185:Long pregncy:0.192
Lab:297262 HEMOGLOBIN (HEMOCUE):0.123
Newborn Diagnosis:9ccs222:Perint jaund:-0.113
Maternal Diagnosis:9ccs190:Fetal distrs:0.108
Maternal Lab History: HERPES I IgG-postPregnancy:-0.105
Diagnosis:9ccs205:Back problem:-0.092
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1129 | OR_unadj: 1.187 [0.933 1.510] | indivs AUC:0.536
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.996
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.387
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.385
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.381
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.357
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.355
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.344
Vital: HC-gain0to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.492
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:-0.083
Maternal Diagnosis:9ccs211:Ot conn tiss:-0.077
Diagnosis:9ccs251:Abdomnl pain:-0.064
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.064
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.062
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.061
Diagnosis:9ccs240:Burns:-0.059
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.057
Maternal Lab History: FREE T-4-postPregnancy:0.057
Diagnosis:9ccs200:Oth skin dx:0.057
Vital: HC-gain10to16 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.451
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:0.092
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.085
Maternal Lab History: ALBUMIN-postPregnancy:-0.081
Diagnosis:9ccs239:Superfic inj:-0.073
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.070
Diagnosis:9ccs83:Epilepsy/cnv:0.068
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.066
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.066
Maternal Lab History: MCV-postPregnancy:-0.065
Newborn Diagnosis:9ccs96:Hrt valve dx:0.064
* Vital: HC-avg16to19 | coef 0.003 95% CI: [0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.557
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:-0.103
Lab:297262 HEMOGLOBIN (HEMOCUE):0.093
Diagnosis:9ccs143:Abdom hernia:0.078
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.078
Newborn Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: MPV-postPregnancy:0.072
Maternal Lab History: CREATININE-postPregnancy:0.071
Maternal Diagnosis:9ccs238:Complic proc:0.070
MatDeliveryAge:0.068
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.068
* Vital: BMI-avg1to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.610
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.155
Maternal Diagnosis:9ccs184:Early labor:-0.147
Diagnosis:9ccs219:Low birth wt:-0.133
Diagnosis:9ccs64:Ot hematl dx:0.098
Maternal Lab History: MONOCYTE-otherPregnancy:0.092
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Lab History: PLATELET COUNT-postPregnancy:0.083
Maternal Lab History: ANION GAP-otherPregnancy:0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.080
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.076
* Vital: BMI-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1341 | OR_unadj: 1.832 [1.456 2.305] | indivs AUC:0.623
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.097
Diagnosis:9ccs128:Asthma:0.092
Maternal Procedure History:S9470-postPregnancy:0.087
Diagnosis:9ccs95:Oth nerv dx:-0.086
Diagnosis:9ccs143:Abdom hernia:0.085
Maternal Lab History: EOSINOPHIL-postPregnancy:0.075
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.072
Maternal Lab History: MCH-postPregnancy:-0.072
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.068
Diagnosis:9ccs59:Anemia:0.068
Vital: HC-gain1to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.097
Maternal Lab History: ALBUMIN-postPregnancy:-0.089
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:0.086
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080
Maternal Lab History: FERRITIN-otherPregnancy:-0.078
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.075
Diagnosis:9ccs94:Other ear dx | coef 0.003 95% CI: [-0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.205
Diagnosis:9ccs113:Late eff CVD:0.198
Number of Visits:0.175
Diagnosis:9ccs92:Otitis media:0.119
Diagnosis:9ccs126:Ot up rsp in:0.101
Diagnosis:9ccs95:Oth nerv dx:0.101
Maternal Procedure History:45300-postPregnancy:0.089
Diagnosis:9ccs127:COPD:0.084
Diagnosis:9ccs7:Viral infect:0.080
* Vital: Wt for Length ZScore-avg1to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.571
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.081
Maternal Lab History: PLATELET COUNT-postPregnancy:0.079
Maternal Lab History: SODIUM-postPregnancy:0.075
Maternal Lab History: PATIENT-postPregnancy:0.074
Maternal Lab History: MCH-postPregnancy:-0.073
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.073
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.070
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.069
Maternal Lab History: TP VOLUME-otherPregnancy:0.069
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.068
Vital: Wt for Length ZScore-gain7to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1479 | OR_unadj: 1.133 [0.902 1.422] | indivs AUC:0.466
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.075
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.071
Diagnosis:9ccs138:Esophgeal dx:0.070
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.070
Newborn Diagnosis:9ccs218:Liveborn:-0.068
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.067
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.063
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.059
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.059
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.059
* Vital: Ht-avg0to1 | coef 0.003 95% CI: [0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.551
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.333
Maternal Diagnosis:9ccs184:Early labor:-0.327
Diagnosis:9ccs219:Low birth wt:-0.286
Maternal Diagnosis:9ccs185:Long pregncy:0.213
Maternal Diagnosis:9ccs183:HTN in preg:-0.149
Newborn Diagnosis:9ccs253:Allergy:-0.131
Newborn Diagnosis:9ccs221:Resp distres:-0.120
Lab:297262 HEMOGLOBIN (HEMOCUE):0.114
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs190:Fetal distrs:0.103
* Vital: Ht-avg16to19 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.550
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.096
Maternal Lab History: PAPP-A MoM-postPregnancy:0.082
Maternal Procedure History:59430-postPregnancy:-0.077
Maternal Diagnosis:9ccs155:Other GI dx:0.076
Diagnosis:9ccs147:Anal/rectal:0.075
Newborn Diagnosis:9ccs219:Low birth wt:-0.072
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.069
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.069
Maternal Diagnosis:9ccs181:Ot preg comp:0.069
Maternal Lab History: FERRITIN-postPregnancy:-0.068
Vital: Ht-gain3to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs127:COPD:0.093
Number of Visits:0.084
Maternal Lab History: TP VOLUME-otherPregnancy:-0.081
Diagnosis:9ccs92:Otitis media:0.080
Diagnosis:9ccs126:Ot up rsp in:0.078
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.077
Diagnosis:9ccs212:Ot bone dx:0.072
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.072
Diagnosis:9ccs47:Ot bnign neo:-0.070
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.068
Vital: Temp-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.139
Diagnosis:9ccs126:Ot up rsp in:0.109
Diagnosis:9ccs154:Gastroent:-0.081
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.081
Number of Visits:0.075
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.067
Diagnosis:9ccs124:Tonsillitis:0.064
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.063
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.063
* Vital: Wt-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.639
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.121
Maternal Diagnosis:9ccs185:Long pregncy:0.115
Newborn Diagnosis:9ccs219:Low birth wt:-0.110
Diagnosis:9ccs138:Esophgeal dx:-0.100
Diagnosis:9ccs219:Low birth wt:-0.090
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.084
Diagnosis:9ccs95:Oth nerv dx:-0.084
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.081
Diagnosis:9ccs128:Asthma:0.080
Maternal Procedure History:S9470-postPregnancy:0.077
Vital: BMI-gain16to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.071
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.069
Diagnosis:9ccs259:Unclassified:-0.066
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.064
Maternal Diagnosis:9ccs128:Asthma:0.062
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.062
Diagnosis:9ccs126:Ot up rsp in:-0.062
Diagnosis:9ccs135:Intest infct:-0.062
Maternal Lab History: PAPP-A-otherPregnancy:0.060
* Vital: BMI-gain0to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1416 | OR_unadj: 1.282 [1.019 1.613] | indivs AUC:0.547
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.088
Maternal Lab History: PTT-postPregnancy:-0.084
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.076
Maternal Procedure History:96372-postPregnancy:0.072
Maternal Lab History: FASTING-postPregnancy:0.072
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.071
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.070
Maternal Procedure History:86580-otherPregnancy:-0.064
Maternal Diagnosis:9ccs185:Long pregncy:-0.062
Maternal Lab History: WBC-postPregnancy:0.061
* Vital: BMI-gain13to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1462 | OR_unadj: 1.439 [1.146 1.808] | indivs AUC:0.632
Correlated most with:
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.072
Maternal Lab History: EOSINOPHIL-postPregnancy:0.071
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.069
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.064
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.064
Maternal Lab History: LDL-postPregnancy:-0.063
Diagnosis:9ccs243:Poisn nonmed:0.059
Maternal Diagnosis:9ccs183:HTN in preg:-0.059
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.058
* Vital: Wt Change-avg19to24 | coef 0.003 95% CI: [0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 879 | OR_unadj: 1.673 [1.252 2.235] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.145
Number of Visits:-0.130
Diagnosis:9ccs257:Ot aftercare:-0.125
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.113
Diagnosis:9ccs126:Ot up rsp in:-0.112
Diagnosis:9ccs7:Viral infect:-0.111
Maternal Lab History: GFR in African American-otherPregnancy:0.103
Maternal Lab History: GFR Calculation-otherPregnancy:0.103
Diagnosis:9ccs135:Intest infct:-0.093
Maternal Lab History: HERPES II IgG-postPregnancy:-0.089
Vital: Wt for Length ZScore-gain10to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.584
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.106
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.094
Maternal Lab History: INHMOM-otherPregnancy:-0.094
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.091
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.086
Maternal Lab History: NT MoM-otherPregnancy:-0.080
Maternal Lab History: NT MoM-postPregnancy:-0.077
Maternal Lab History: PTT-otherPregnancy:0.076
Maternal Lab History: HCG-otherPregnancy:-0.075
Maternal Lab History: INHMOM-postPregnancy:-0.072
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.542
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.999
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.335
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.310
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.299
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.293
Vital: BMI-gain1to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.121
Maternal Lab History: ALBUMIN-postPregnancy:-0.116
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.095
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.089
Number of Visits:0.088
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.081
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.081
Maternal Diagnosis:9ccs184:Early labor:0.078
Diagnosis:9ccs257:Ot aftercare:0.076
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.069
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.546
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.999
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.336
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.298
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.292
* Vital: Ht-avg5to7 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.243
Maternal Diagnosis:9ccs184:Early labor:-0.152
Newborn Diagnosis:9ccs219:Low birth wt:-0.150
Maternal Diagnosis:9ccs185:Long pregncy:0.115
Diagnosis:9ccs219:Low birth wt:-0.106
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.098
Diagnosis:9ccs3:Oth bact inf:0.097
Newborn Diagnosis:9ccs218:Liveborn:-0.097
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.088
Newborn Diagnosis:9ccs253:Allergy:-0.083
Vital: Wt for Len Percentile-gain13to19 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.579
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.080
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: LDL-postPregnancy:-0.075
Maternal Lab History: BASOPHIL-postPregnancy:0.074
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.065
Maternal Lab History: MONOCYTE-postPregnancy:-0.065
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.065
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.065
Maternal Lab History: TP VOLUME-otherPregnancy:-0.062
* Vital: Wt-gain3to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs92:Otitis media:0.091
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.086
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.084
Number of Visits:0.082
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.079
Diagnosis:9ccs127:COPD:0.078
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.074
Diagnosis:9ccs212:Ot bone dx:0.073
Maternal Lab History: RBC-postPregnancy:-0.073
Vital: HR-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.468
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.087
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.068
Maternal Procedure History:58300-postPregnancy:-0.067
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.066
Diagnosis:9ccs124:Tonsillitis:-0.063
Diagnosis:9ccs127:COPD:-0.063
Diagnosis:9ccs96:Hrt valve dx:-0.062
Diagnosis:9ccs117:Ot circul dx:-0.061
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.060
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.058
Vital: Wt for Length ZScore-gain0to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.530
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.099
Newborn Diagnosis:9ccs219:Low birth wt:-0.098
Maternal Lab History: HERPES II IgG-postPregnancy:-0.087
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082
Diagnosis:9ccs151:Oth liver dx:-0.081
Maternal Diagnosis:9ccs49:DiabMel no c:0.079
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077
Diagnosis:9ccs216:Nerv cong an:-0.074
Diagnosis:9ccs122:Pneumonia:0.074
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.073
* Vital: HC-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.527
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.245
Maternal Diagnosis:9ccs184:Early labor:-0.244
Diagnosis:9ccs219:Low birth wt:-0.191
Maternal Diagnosis:9ccs185:Long pregncy:0.147
Newborn Diagnosis:9ccs221:Resp distres:-0.114
Lab:297262 HEMOGLOBIN (HEMOCUE):0.102
Newborn Diagnosis:9ccs222:Perint jaund:-0.094
Maternal Diagnosis:9ccs182:Hemorr preg:-0.094
Newborn Diagnosis:9ccs253:Allergy:-0.090
Maternal Lab History: ANION GAP-otherPregnancy:0.090
Vital: BMI-gain10to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.413
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.086
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.081
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.080
Maternal Lab History: GAMMA GT-otherPregnancy:0.072
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.068
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.068
Maternal Lab History: LDH-postPregnancy:0.060
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.060
Maternal Diagnosis:9ccs183:HTN in preg:0.060
Maternal Lab History: URINE CULTURE-postPregnancy:0.060
Maternal Diagnosis:9ccs190:Fetal distrs | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 408 | OR_unadj: 1.221 [0.942 1.584] | indivs AUC:0.541
Correlated most with:
Maternal Diagnosis:9ccs190:Fetal distrs:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.173
Maternal Diagnosis:9ccs195:Ot compl bir:0.122
Maternal Diagnosis:9ccs185:Long pregncy:0.103
Maternal Diagnosis:9ccs184:Early labor:-0.089
Newborn Diagnosis:9ccs219:Low birth wt:-0.082
Maternal Diagnosis:9ccs176:Contraceptiv:-0.081
Maternal Diagnosis:9ccs181:Ot preg comp:0.076
Diagnosis:9ccs240:Burns:0.076
Diagnosis:9ccs209:Ot acq defor:0.067
* Vital: Wt-gain0to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.565
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:-0.082
Maternal Lab History: FREE T3-postPregnancy:0.078
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.071
Maternal Lab History: FASTING-otherPregnancy:0.068
Maternal Lab History: PTT-postPregnancy:-0.068
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.067
Diagnosis:9ccs216:Nerv cong an:-0.067
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.065
Diagnosis:9ccs8:Oth infectns:0.064
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.064
Vital: Wt for Length ZScore-avg0to1 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.530
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.099
Newborn Diagnosis:9ccs219:Low birth wt:-0.098
Maternal Lab History: HERPES II IgG-postPregnancy:-0.087
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082
Diagnosis:9ccs151:Oth liver dx:-0.081
Maternal Diagnosis:9ccs49:DiabMel no c:0.079
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077
Diagnosis:9ccs216:Nerv cong an:-0.074
Diagnosis:9ccs122:Pneumonia:0.074
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.073
* Vital: HC-avg7to10 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.566
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Lab:297262 HEMOGLOBIN (HEMOCUE):0.083
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.082
Maternal Diagnosis:9ccs185:Long pregncy:0.081
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.074
Diagnosis:9ccs75:Hx mental dx:0.073
Maternal Diagnosis:9ccs184:Early labor:-0.071
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.070
Diagnosis:9ccs2603:E Codes: Fall:0.070
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.069
* Vital: HC-gain3to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.514
Correlated most with:
Number of Visits:0.080
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.074
Maternal Lab History: TP VOLUME-otherPregnancy:-0.068
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.064
Maternal Procedure History:45300-postPregnancy:-0.063
Maternal Procedure History:96372-postPregnancy:0.063
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.062
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:-0.062
Diagnosis:9ccs92:Otitis media:0.061
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.060
Vital: HC-gain7to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: Alk Phos-postPregnancy:-0.096
Maternal Lab History: APF MoM-otherPregnancy:-0.079
Maternal Diagnosis:9ccs183:HTN in preg:-0.077
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.073
Diagnosis:9ccs58:Ot nutrit dx:-0.072
Maternal Procedure History:99401-postPregnancy:-0.072
Maternal Lab History: INHMOM-postPregnancy:-0.072
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.071
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.070
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.070
Vital: HC-gain5to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.481
Correlated most with:
Maternal Lab History: IRON-postPregnancy:0.086
Maternal Lab History: MPV-postPregnancy:0.083
Maternal Lab History: BASOPHIL-postPregnancy:-0.079
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: Alk Phos-postPregnancy:0.075
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.072
Diagnosis:9ccs257:Ot aftercare:0.070
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.065
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.065
Diagnosis:9ccs154:Gastroent:-0.065
Vital: Ht-gain7to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.097
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.086
Maternal Lab History: NT MoM-otherPregnancy:-0.085
Maternal Lab History: INHMOM-otherPregnancy:-0.084
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.083
Maternal Lab History: INHMOM-postPregnancy:-0.079
Maternal Diagnosis:9ccs183:HTN in preg:-0.079
Maternal Lab History: PTT-otherPregnancy:0.077
Maternal Lab History: HCG-otherPregnancy:-0.077
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.070
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.487
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.994
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.337
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.335
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.334
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.268
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.267
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.173
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.172
Vital: Wt Change-avg10to13 | coef 0.002 95% CI: [-0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 616 | OR_unadj: 1.170 [0.832 1.646] | indivs AUC:0.446
Correlated most with:
Maternal Procedure History:J7302-postPregnancy:0.145
Maternal Lab History: IRON-postPregnancy:-0.143
Maternal Lab History: UIBC-postPregnancy:0.134
Maternal Lab History: FERRITIN-otherPregnancy:-0.115
Diagnosis:9ccs92:Otitis media:-0.114
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.110
Number of Visits:-0.107
Diagnosis:9ccs257:Ot aftercare:-0.091
Diagnosis:9ccs125:Bronchitis:-0.090
Maternal Lab History: APF MoM-otherPregnancy:-0.088
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1123 | OR_unadj: 1.089 [0.854 1.390] | indivs AUC:0.498
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.512
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.310
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.257
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.245
Vital: Ht-gain5to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.540
Correlated most with:
Maternal Lab History: MPV-postPregnancy:0.102
Maternal Lab History: Alk Phos-postPregnancy:0.086
Maternal Lab History: PTT-otherPregnancy:-0.082
Maternal Lab History: AST-otherPregnancy:0.077
Maternal Lab History: Varicella IgG-postPregnancy:-0.076
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.074
Maternal Lab History: POTASSIUM-postPregnancy:0.072
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.069
Maternal Lab History: IRON-postPregnancy:0.069
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068
* Vital: Wt-avg1to3 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.629
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.301
Maternal Diagnosis:9ccs184:Early labor:-0.294
Diagnosis:9ccs219:Low birth wt:-0.233
Maternal Diagnosis:9ccs185:Long pregncy:0.167
Newborn Diagnosis:9ccs221:Resp distres:-0.122
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117
Newborn Diagnosis:9ccs222:Perint jaund:-0.116
Newborn Diagnosis:9ccs253:Allergy:-0.104
Lab:297262 HEMOGLOBIN (HEMOCUE):0.103
Maternal Diagnosis:9ccs183:HTN in preg:-0.096
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.497
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.511
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.309
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.258
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.244
Vital: HC-gain16to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.513
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.094
Maternal Diagnosis:9ccs98:HTN:-0.089
Maternal Lab History: POTASSIUM-otherPregnancy:0.083
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.078
Diagnosis:9ccs134:Ot uppr resp:-0.076
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.067
Maternal Lab History: RUBELLA-otherPregnancy:-0.063
Maternal Lab History: TP VOLUME-otherPregnancy:0.060
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.059
Maternal Procedure History:90801-postPregnancy:-0.056
Vital: HC-avg10to13 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.569
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.296
Diagnosis:9ccs255:Social admin:-0.264
Diagnosis:9ccs126:Ot up rsp in:-0.240
Diagnosis:9ccs7:Viral infect:-0.222
Diagnosis:9ccs257:Ot aftercare:-0.195
Diagnosis:9ccs92:Otitis media:-0.179
Number of Visits:-0.177
Diagnosis:9ccs125:Bronchitis:-0.138
Diagnosis:9ccs59:Anemia:-0.135
Diagnosis:9ccs135:Intest infct:-0.125
* Vital: Wt for Len Percentile-gain3to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.595
Correlated most with:
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087
Newborn Diagnosis:9ccs224:Ot perint dx:-0.080
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Diagnosis:9ccs76:Meningitis:0.071
Diagnosis:9ccs92:Otitis media:0.069
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.069
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.064
Maternal Lab History: HERPES II IgG-postPregnancy:0.063
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.062
Maternal Lab History: 3 HOUR-otherPregnancy:0.061
* Vital: Wt Percentile-avg16to19 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.603
Correlated most with:
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.082
Maternal Diagnosis:9ccs185:Long pregncy:0.081
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Diagnosis:9ccs136:Teeth dx:-0.076
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.074
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.074
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.071
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.070
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.069
* Vital: Ht-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.570
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.347
Diagnosis:9ccs10:Immuniz/scrn:0.289
Diagnosis:9ccs92:Otitis media:0.280
Number of Visits:0.252
Diagnosis:9ccs7:Viral infect:0.183
Diagnosis:9ccs257:Ot aftercare:0.180
Diagnosis:9ccs135:Intest infct:0.160
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145
Diagnosis:9ccs125:Bronchitis:0.140
Vital: Wt for Len Percentile-gain10to16 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.424
Correlated most with:
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.091
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.071
Maternal Lab History: APTT-postPregnancy:-0.067
Newborn Diagnosis:9ccs223:Birth trauma:0.064
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.064
Maternal Lab History: ESTRIOL-otherPregnancy:-0.062
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.060
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.059
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.058
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.058
* Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.615
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.107
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.078
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.078
Maternal Lab History: CREATININE-postPregnancy:0.077
Newborn Diagnosis:9ccs191:Amnios dx:0.076
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.076
Diagnosis:9ccs128:Asthma:0.070
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.065
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.490
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.994
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.336
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.335
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.264
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.172
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.498
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449
Vital: Ht Percentile-gain16to24 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.555
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.085
Diagnosis:9ccs59:Anemia:-0.077
Maternal Lab History: BUN-postPregnancy:0.074
Maternal Lab History: MONOS-postPregnancy:-0.067
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.066
Maternal Lab History: MPV-postPregnancy:0.065
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.062
Number of Visits:-0.062
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.061
Maternal Procedure History:90649-postPregnancy:0.060
* Vital: Wt Percentile-avg13to16 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 654 | OR_unadj: 1.705 [1.318 2.206] | indivs AUC:0.570
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Diagnosis:9ccs239:Superfic inj:-0.092
Diagnosis:9ccs136:Teeth dx:-0.079
Maternal Procedure History:85018-postPregnancy:-0.077
Maternal Procedure History:87880-postPregnancy:-0.075
Maternal Lab History: IRON-postPregnancy:-0.074
Maternal Procedure History:90801-postPregnancy:0.071
Maternal Diagnosis:9ccs259:Unclassified:-0.070
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.068
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.065
Vital: Ht-avg13to16 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.540
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.091
Diagnosis:9ccs240:Burns:0.087
Maternal Diagnosis:9ccs184:Early labor:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Diagnosis:9ccs133:Oth low resp:0.071
Maternal Lab History: RBC-otherPregnancy:0.068
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.062
Diagnosis:9ccs200:Oth skin dx:0.061
Diagnosis:9ccs256:Exam/eval:0.061
Diagnosis:9ccs74:Ot mentl cnd | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs113:Late eff CVD:0.219
Diagnosis:9ccs94:Other ear dx:0.205
Diagnosis:9ccs95:Oth nerv dx:0.179
Number of Visits:0.130
Diagnosis:9ccs10:Immuniz/scrn:0.122
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.101
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.091
Diagnosis:9ccs126:Ot up rsp in:0.089
Diagnosis:9ccs216:Nerv cong an:0.078
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.495
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449
Vital: Ht-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.529
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.153
Maternal Diagnosis:9ccs184:Early labor:-0.145
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Diagnosis:9ccs219:Low birth wt:-0.081
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.081
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.076
Maternal Lab History: AST (SGOT)-postPregnancy:0.075
Maternal Lab History: TP VOLUME-otherPregnancy:-0.070
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.069
Diagnosis:9ccs255:Social admin | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.472
Diagnosis:9ccs126:Ot up rsp in:0.356
Number of Visits:0.205
Diagnosis:9ccs92:Otitis media:0.205
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs257:Ot aftercare:0.197
Diagnosis:9ccs7:Viral infect:0.189
Diagnosis:9ccs125:Bronchitis:0.138
Diagnosis:9ccs135:Intest infct:0.136
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.577
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.673
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.632
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.613
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.357
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355
* Vital: Ht-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.523
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.209
Maternal Diagnosis:9ccs184:Early labor:-0.207
Diagnosis:9ccs219:Low birth wt:-0.174
Maternal Diagnosis:9ccs185:Long pregncy:0.157
Diagnosis:9ccs10:Immuniz/scrn:-0.152
Newborn Diagnosis:9ccs253:Allergy:-0.127
Diagnosis:9ccs255:Social admin:-0.111
Maternal Lab History: 3 HOUR-otherPregnancy:-0.100
Newborn Diagnosis:9ccs256:Exam/eval:-0.098
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097
* Vital: Wt Percentile-avg10to13 | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 638 | OR_unadj: 1.802 [1.392 2.332] | indivs AUC:0.577
Correlated most with:
Maternal Lab History: IRON-postPregnancy:-0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Newborn Diagnosis:9ccs191:Amnios dx:0.083
Diagnosis:9ccs136:Teeth dx:-0.082
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.077
Diagnosis:9ccs155:Other GI dx:-0.075
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.073
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.071
Diagnosis:9ccs239:Superfic inj:-0.070
Diagnosis:9ccs143:Abdom hernia:0.069
Vital: Wt for Len Percentile-gain7to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.548
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.123
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.113
Maternal Lab History: INHMOM-otherPregnancy:-0.110
Maternal Lab History: NT MoM-otherPregnancy:-0.102
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.101
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.098
Maternal Lab History: HCG-otherPregnancy:-0.095
Maternal Lab History: APTT-postPregnancy:0.093
Maternal Lab History: INHMOM-postPregnancy:-0.089
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.088
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.468
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.998
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.725
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.725
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.713
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1126 | OR_unadj: 1.150 [0.895 1.477] | indivs AUC:0.478
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.996
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.736
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.734
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.693
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.688
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.674
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.670
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.654
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.649
Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 794 | OR_unadj: 1.158 [0.923 1.452] | indivs AUC:0.538
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir:1.000
MatDeliveryAge:0.147
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.140
Maternal Diagnosis:9ccs190:Fetal distrs:0.122
Maternal Diagnosis:9ccs191:Amnios dx:0.109
Maternal Diagnosis:9ccs183:HTN in preg:0.088
Newborn Diagnosis:9ccs256:Exam/eval:0.087
Diagnosis:9ccs76:Meningitis:-0.083
Maternal Diagnosis:9ccs46:Bnign ut neo:0.083
Newborn Diagnosis:9ccs224:Ot perint dx:0.082
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.520
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.996
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.919
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.915
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.783
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.714
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.711
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.667
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.663
* Vital: Wt for Length ZScore-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.626
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.108
Diagnosis:9ccs95:Oth nerv dx:-0.102
Diagnosis:9ccs128:Asthma:0.094
Newborn Diagnosis:9ccs218:Liveborn:0.085
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.084
Maternal Lab History: MCH-postPregnancy:-0.076
Diagnosis:9ccs59:Anemia:0.070
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.069
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.066
Maternal Lab History: PROLACTIN-postPregnancy:-0.065
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.523
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.996
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.919
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.916
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.785
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.714
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.712
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.666
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.664
Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.472
Diagnosis:9ccs126:Ot up rsp in:0.309
Diagnosis:9ccs7:Viral infect:0.243
Diagnosis:9ccs257:Ot aftercare:0.212
Diagnosis:9ccs92:Otitis media:0.200
Diagnosis:9ccs253:Allergy:0.198
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.161
Diagnosis:9ccs90:Eye infectn:0.151
Vital: HC-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.522
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.154
Maternal Diagnosis:9ccs184:Early labor:-0.150
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Newborn Diagnosis:9ccs221:Resp distres:-0.100
Diagnosis:9ccs219:Low birth wt:-0.091
Lab:297262 HEMOGLOBIN (HEMOCUE):0.089
Maternal Lab History: APF MoM-otherPregnancy:-0.083
Maternal Lab History: INHMOM-otherPregnancy:-0.081
Newborn Diagnosis:9ccs224:Ot perint dx:0.079
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
* Vital: Ht-gain0to24 | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.532
Correlated most with:
Maternal Procedure History:90801-postPregnancy:-0.157
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.131
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.130
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.108
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.097
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.096
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.087
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.087
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.086
Maternal Diagnosis:9ccs185:Long pregncy:0.079
* Vital: Ht-avg19to24 | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.545
Correlated most with:
Maternal Procedure History:90801-postPregnancy:-0.156
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.132
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.124
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.103
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.096
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.086
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.086
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.083
Maternal Diagnosis:9ccs185:Long pregncy:0.077
* Vital: Ht-avg1to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.561
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.297
Newborn Diagnosis:9ccs219:Low birth wt:-0.290
Diagnosis:9ccs219:Low birth wt:-0.225
Maternal Diagnosis:9ccs185:Long pregncy:0.182
Newborn Diagnosis:9ccs221:Resp distres:-0.146
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126
Newborn Diagnosis:9ccs256:Exam/eval:-0.108
Newborn Diagnosis:9ccs253:Allergy:-0.106
Newborn Diagnosis:9ccs222:Perint jaund:-0.099
Lab:297262 HEMOGLOBIN (HEMOCUE):0.095
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.582
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.485
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.462
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.481
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.996
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.736
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.733
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.691
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.689
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.673
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.671
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.649
Vital: HC-gain13to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.530
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.078
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.069
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.068
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.068
Maternal Lab History: COLONY COUNT-postPregnancy:-0.064
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.062
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.061
Diagnosis:9ccs166:Oth male gen:-0.060
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.060
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 1.201 [0.943 1.530] | indivs AUC:0.577
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.673
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.672
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.633
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.632
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.613
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.611
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.356
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.355
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.496
Correlated most with:
Newborn Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Diagnosis:9ccs185:Long pregncy:0.343
Newborn Diagnosis:9ccs222:Perint jaund:0.121
Newborn Diagnosis:9ccs96:Hrt valve dx:0.091
Maternal Diagnosis:9ccs181:Ot preg comp:0.089
Diagnosis:9ccs7:Viral infect:-0.087
Newborn Diagnosis:9ccs256:Exam/eval:0.084
Maternal Diagnosis:9ccs195:Ot compl bir:0.082
Newborn Diagnosis:9ccs0:No DX:-0.080
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.077
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.475
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.508
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.482
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.481
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.445
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.349
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.347
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.581
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.487
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.463
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.462
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.440
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.393
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 1.121 [0.884 1.421] | indivs AUC:0.468
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.998
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.726
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.724
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.716
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.714
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.712
* Vital: Ht Percentile-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.595
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.085
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.073
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.071
Diagnosis:9ccs59:Anemia:-0.070
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.069
Maternal Diagnosis:9ccs155:Other GI dx:0.066
Maternal Procedure History:59430-postPregnancy:-0.066
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.066
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.065
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.475
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.507
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.480
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.444
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.348
Maternal Diagnosis:9ccs193:OB-related perin trauma | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 687 | OR_unadj: 0.815 [0.645 1.031] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs193:OB-related perin trauma:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.296
Maternal Diagnosis:9ccs187:Malposition:-0.140
Maternal Diagnosis:9ccs195:Ot compl bir:-0.140
Newborn Diagnosis:9ccs219:Low birth wt:-0.119
Maternal Diagnosis:9ccs184:Early labor:-0.110
MatDeliveryAge:-0.104
Newborn Diagnosis:9ccs256:Exam/eval:-0.102
Diagnosis:9ccs256:Exam/eval:0.097
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.096
* Vital: Wt for Len Percentile-avg7to10 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.626
Correlated most with:
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.088
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Lab History: APTT-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.077
Maternal Procedure History:S9470-postPregnancy:0.076
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.074
MatDeliveryAge:-0.073
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Vital: Ht Percentile-gain3to7 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: ANION GAP-postPregnancy:-0.083
Maternal Lab History: GFR Calculation-postPregnancy:-0.080
Maternal Lab History: GFR in African American-postPregnancy:-0.080
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.078
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.078
Diagnosis:9ccs154:Gastroent:-0.076
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.075
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.072
Maternal Lab History: PAPP-A-postPregnancy:-0.072
Maternal Lab History: MONOCYTE-otherPregnancy:0.071
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.518
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.345
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.214
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.196
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.518
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.512
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.344
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195
Vital: Wt Percentile-gain16to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.549
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.089
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.082
Diagnosis:9ccs143:Abdom hernia:-0.079
Diagnosis:9ccs4:Mycoses:-0.071
Diagnosis:9ccs135:Intest infct:-0.070
Maternal Diagnosis:9ccs59:Anemia:0.068
Diagnosis:9ccs127:COPD:-0.064
Maternal Lab History: APTT-postPregnancy:0.064
Maternal Procedure History:86580-otherPregnancy:-0.061
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.059
* Vital: Wt Change-avg16to19 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.130
Diagnosis:9ccs239:Superfic inj:-0.097
Diagnosis:9ccs125:Bronchitis:-0.097
Diagnosis:9ccs7:Viral infect:-0.097
Number of Visits:-0.094
Diagnosis:9ccs128:Asthma:-0.090
Diagnosis:9ccs257:Ot aftercare:-0.086
Diagnosis:9ccs126:Ot up rsp in:-0.086
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.085
Maternal Lab History: hCG MoM-postPregnancy:-0.085
* Maternal Diagnosis:9ccs186:DM in preg | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 190 | OR_unadj: 1.605 [1.150 2.240] | indivs AUC:0.489
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg:1.000
Maternal Diagnosis:9ccs49:DiabMel no c:0.454
Newborn Diagnosis:9ccs259:Unclassified:0.347
MatDeliveryAge:0.233
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.230
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.175
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.146
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.127
Maternal Diagnosis:9ccs185:Long pregncy:-0.118
Vital: HR-avg13to16 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.482
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.084
Maternal Lab History: COLONY COUNT-postPregnancy:0.081
Maternal Lab History: PH-otherPregnancy:-0.079
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.078
Maternal Lab History: TP VOLUME-otherPregnancy:0.077
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.072
Diagnosis:9ccs10:Immuniz/scrn:0.070
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.068
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.066
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.065
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1129 | OR_unadj: 0.852 [0.649 1.119] | indivs AUC:0.416
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.918
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.915
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.744
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.744
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.713
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.712
* Vital: Wt Change-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 987 | OR_unadj: 1.430 [1.090 1.874] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.156
Diagnosis:9ccs257:Ot aftercare:-0.152
Number of Visits:-0.142
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.124
Diagnosis:9ccs126:Ot up rsp in:-0.121
Diagnosis:9ccs7:Viral infect:-0.112
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.110
Maternal Lab History: TP PERIOD-otherPregnancy:-0.108
Maternal Lab History: FERRITIN-otherPregnancy:-0.105
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.105
Vital: Ht Percentile-gain13to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: GLUCOSE-otherPregnancy:0.074
Diagnosis:9ccs244:Other injury:0.068
Newborn Diagnosis:9ccs191:Amnios dx:-0.067
Newborn Diagnosis:9ccs223:Birth trauma:-0.066
Maternal Lab History: 1 HOUR-postPregnancy:-0.065
Diagnosis:9ccs259:Unclassified:0.064
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.063
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.060
Maternal Diagnosis:9ccs181:Ot preg comp:0.058
Maternal Lab History: POLYS-postPregnancy:-0.058
Vital: HC-avg13to16 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.504
Correlated most with:
Maternal Procedure History:S9470-otherPregnancy:-0.087
Maternal Diagnosis:9ccs190:Fetal distrs:0.084
Lab:297262 HEMOGLOBIN (HEMOCUE):0.082
Maternal Diagnosis:9ccs238:Complic proc:0.077
Diagnosis:9ccs143:Abdom hernia:0.073
Newborn Diagnosis:9ccs224:Ot perint dx:0.068
Diagnosis:9ccs62:Coag/hemr dx:0.066
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.065
Diagnosis:9ccs76:Meningitis:-0.063
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.058
* Vital: Ht Percentile-avg16to19 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.535
Correlated most with:
Maternal Procedure History:J1055-postPregnancy:-0.076
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.076
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.074
Maternal Procedure History:90772-postPregnancy:-0.074
Maternal Procedure History:59430-postPregnancy:-0.073
Diagnosis:9ccs147:Anal/rectal:0.072
Maternal Diagnosis:9ccs184:Early labor:-0.070
Diagnosis:9ccs223:Birth trauma:0.069
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Procedure History:90746-postPregnancy:-0.065
Maternal Lab History: ABS LYMPH-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 437 | OR_unadj: 0.870 [0.606 1.251] | indivs AUC:0.530
Correlated most with:
Maternal Lab History: ABS LYMPH-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.545
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.466
Maternal Lab History: ABS LYMPH-otherPregnancy:0.238
Maternal Lab History: WBC-postPregnancy:0.233
Maternal Lab History: PLATELET COUNT-postPregnancy:0.195
Maternal Lab History: EOSINOPHIL-postPregnancy:0.160
Maternal Lab History: RBC-postPregnancy:0.144
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.137
Maternal Lab History: FASTING-postPregnancy:0.128
Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Diagnosis:9ccs126:Ot up rsp in:0.270
Number of Visits:0.267
Diagnosis:9ccs10:Immuniz/scrn:0.243
Diagnosis:9ccs257:Ot aftercare:0.225
Diagnosis:9ccs125:Bronchitis:0.219
Diagnosis:9ccs92:Otitis media:0.216
Diagnosis:9ccs200:Oth skin dx:0.216
Diagnosis:9ccs155:Other GI dx:0.202
Diagnosis:9ccs255:Social admin:0.189
* Vital: Ht Percentile-gain7to13 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.549
Correlated most with:
Maternal Lab History: NT MoM-otherPregnancy:-0.093
Maternal Lab History: APF MoM-otherPregnancy:-0.091
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.090
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.087
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.085
Maternal Lab History: URINE CULTURE-postPregnancy:-0.082
Lab:292495 LEAD LEVEL - Sunrise:-0.080
Maternal Lab History: FERRITIN-otherPregnancy:-0.079
Maternal Lab History: HCG-otherPregnancy:-0.079
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.077
Vital: Wt Percentile-gain13to19 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.545
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.084
Maternal Lab History: MONOCYTE-postPregnancy:-0.083
Maternal Procedure History:90746-postPregnancy:0.077
Maternal Lab History: 1 HOUR-postPregnancy:-0.072
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.072
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.071
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.069
Maternal Lab History: URINE CULTURE-postPregnancy:-0.068
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.068
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.067
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.412
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.916
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.744
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.743
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.714
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712
* Vital: Ht Percentile-gain0to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.558
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.084
Maternal Procedure History:59430-postPregnancy:-0.077
Diagnosis:9ccs136:Teeth dx:-0.075
Diagnosis:9ccs59:Anemia:-0.074
Maternal Diagnosis:9ccs185:Long pregncy:0.071
Maternal Diagnosis:9ccs155:Other GI dx:0.068
Maternal Diagnosis:9ccs184:Early labor:-0.066
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.065
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.062
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.062
Maternal Diagnosis:9ccs181:Ot preg comp | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 448 | OR_unadj: 1.076 [0.833 1.391] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.536
Maternal Diagnosis:9ccs59:Anemia:0.373
Maternal Diagnosis:9ccs128:Asthma:0.203
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.201
Maternal Diagnosis:9ccs60:Acut p-h anm:0.176
Maternal Diagnosis:9ccs106:Dysrhythmia:0.152
Maternal Diagnosis:9ccs48:Thyroid dsor:0.136
Maternal Diagnosis:9ccs149:Biliary dx:0.136
Maternal Diagnosis:9ccs168:PID:0.128
* Vital: HC-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.582
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:0.085
Maternal Diagnosis:9ccs61:Sickle cell:0.081
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.076
Maternal Procedure History:99000-otherPregnancy:0.069
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.066
Maternal Procedure History:S9470-otherPregnancy:-0.063
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.060
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.059
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.058
Diagnosis:9ccs251:Abdomnl pain:-0.057
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.519
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.522
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744
Maternal Diagnosis:9ccs191:Amnios dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 166 | OR_unadj: 1.096 [0.751 1.599] | indivs AUC:0.522
Correlated most with:
Maternal Diagnosis:9ccs191:Amnios dx:1.000
Newborn Diagnosis:9ccs256:Exam/eval:0.139
Maternal Diagnosis:9ccs195:Ot compl bir:0.109
Newborn Diagnosis:9ccs253:Allergy:0.103
Newborn Diagnosis:9ccs219:Low birth wt:0.099
Maternal Lab History: MONOS-otherPregnancy:0.093
Diagnosis:9ccs219:Low birth wt:0.092
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.091
Diagnosis:9ccs240:Burns:0.090
Maternal Lab History: PAPP-A-otherPregnancy:0.088
* Vital: HR-avg5to7 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.536
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.138
Maternal Procedure History:93005-otherPregnancy:0.119
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.116
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.099
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.098
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.095
Maternal Lab History: 2 HOUR-postPregnancy:0.091
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.091
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.090
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.089
Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1129 | OR_unadj: 0.967 [0.745 1.256] | indivs AUC:0.508
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.997
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.949
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.919
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.916
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.794
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.792
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.743
* Vital: Ht Percentile-avg19to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.562
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.086
Diagnosis:9ccs136:Teeth dx:-0.078
Maternal Procedure History:59430-postPregnancy:-0.077
Diagnosis:9ccs59:Anemia:-0.076
Maternal Diagnosis:9ccs155:Other GI dx:0.069
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.067
Maternal Diagnosis:9ccs185:Long pregncy:0.066
Maternal Diagnosis:9ccs184:Early labor:-0.066
Maternal Lab History: PAPP-A-postPregnancy:-0.063
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.062
Vital: Ht Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.110
Diagnosis:9ccs0:No DX:0.103
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.087
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.085
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.070
Lab:292495 LEAD LEVEL - Sunrise:0.069
Maternal Lab History: URINE CULTURE-postPregnancy:0.068
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.064
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.063
Maternal Lab History: FERRITIN-otherPregnancy:0.062
Vital: Ht Percentile-avg5to7 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.530
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Maternal Procedure History:59430-postPregnancy:-0.091
Diagnosis:9ccs117:Ot circul dx:-0.088
Maternal Lab History: UIBC-postPregnancy:-0.084
Diagnosis:9ccs219:Low birth wt:-0.082
Newborn Diagnosis:9ccs217:Ot cong anom:0.081
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.081
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.079
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.078
Maternal Procedure History:J7300-postPregnancy:-0.077
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 262 | OR_unadj: 0.768 [0.482 1.225] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.294
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.179
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.172
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.169
Maternal Lab History: Alk Phos-postPregnancy:-0.169
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.166
Maternal Lab History: WBC-postPregnancy:-0.155
Maternal Procedure History:81000-postPregnancy:0.132
Maternal Lab History: URINE PH-postPregnancy:-0.124
Vital: Wt-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 587 | OR_unadj: 1.252 [0.913 1.716] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.370
Maternal Lab History: WEIGHT-otherPregnancy:0.360
Maternal Lab History: WEIGHT-postPregnancy:0.344
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.321
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.256
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.222
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.191
Maternal Lab History: VLDL-postPregnancy:0.179
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.176
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.171
Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.558
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.918
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.916
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.794
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.792
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.788
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787
Vital: Wt Change-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 504 | OR_unadj: 0.896 [0.600 1.337] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:-0.141
Maternal Lab History: GFR Calculation-postPregnancy:-0.141
Diagnosis:9ccs92:Otitis media:-0.126
Diagnosis:9ccs125:Bronchitis:-0.100
Number of Visits:-0.100
Maternal Procedure History:90656-postPregnancy:0.100
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.089
Maternal Procedure History:J7302-postPregnancy:0.088
Maternal Lab History: APTT-postPregnancy:0.088
Diagnosis:9ccs166:Oth male gen:-0.085
* Vital: Ht Percentile-avg10to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.576
Correlated most with:
Diagnosis:9ccs223:Birth trauma:0.096
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.082
Maternal Diagnosis:9ccs184:Early labor:-0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.075
Maternal Lab History: FERRITIN-otherPregnancy:-0.073
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.072
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.071
Newborn Diagnosis:9ccs219:Low birth wt:-0.069
Maternal Lab History: 3 HOUR-otherPregnancy:0.065
Maternal Lab History: LYMPHOCYTE-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 507 | OR_unadj: 0.769 [0.544 1.086] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: LYMPHOCYTE-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.793
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.616
Maternal Lab History: WBC-postPregnancy:-0.550
Maternal Lab History: ABS LYMPH-postPregnancy:0.466
Maternal Lab History: BASOPHIL-postPregnancy:0.461
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.377
Maternal Lab History: POLYS-postPregnancy:-0.374
Maternal Lab History: EOSINOPHIL-postPregnancy:0.312
Maternal Lab History: HEMATOCRIT-postPregnancy:0.297
Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1123 | OR_unadj: 0.979 [0.754 1.271] | indivs AUC:0.510
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.997
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.948
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.946
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.919
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.915
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.794
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.792
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744
* Vital: Wt Percentile-avg7to10 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 536 | OR_unadj: 1.504 [1.134 1.995] | indivs AUC:0.545
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.096
Newborn Diagnosis:9ccs191:Amnios dx:0.092
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.088
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.087
Maternal Diagnosis:9ccs188:Pelvic obstr:0.084
Diagnosis:9ccs155:Other GI dx:-0.082
Maternal Lab History: APTT-postPregnancy:-0.079
Maternal Procedure History:97110-postPregnancy:-0.077
Maternal Diagnosis:9ccs259:Unclassified:-0.077
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.561
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.794
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.792
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787
Maternal Diagnosis:9ccs192:Umbil cord | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 150 | OR_unadj: 1.129 [0.762 1.672] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:9ccs192:Umbil cord:1.000
Diagnosis:9ccs141:Ot dx stomch:0.079
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.076
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.075
Diagnosis:9ccs205:Back problem:0.069
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.067
Diagnosis:9ccs48:Thyroid dsor:0.064
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.063
Maternal Procedure History:J1055-postPregnancy:0.063
Maternal Lab History: URINE PH-otherPregnancy:0.063
Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs92:Otitis media:0.369
Diagnosis:9ccs255:Social admin:0.356
Number of Visits:0.332
Diagnosis:9ccs10:Immuniz/scrn:0.309
Diagnosis:9ccs257:Ot aftercare:0.279
Diagnosis:9ccs7:Viral infect:0.270
Diagnosis:9ccs125:Bronchitis:0.250
Diagnosis:9ccs90:Eye infectn:0.206
Diagnosis:9ccs253:Allergy:0.198
Vital: Temp-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 242 | OR_unadj: 1.074 [0.524 2.198] | indivs AUC:0.492
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.297
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.282
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.279
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.269
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.245
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.237
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.230
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.200
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.198
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.197
* Vital: HC-avg19to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.581
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:0.085
Maternal Diagnosis:9ccs61:Sickle cell:0.081
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.072
Maternal Procedure History:S9470-otherPregnancy:-0.068
Maternal Procedure History:99000-otherPregnancy:0.066
Diagnosis:9ccs143:Abdom hernia:0.064
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.060
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.059
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.059
Maternal Diagnosis:9ccs185:Long pregncy:0.058
Maternal Lab History: EOSINOPHIL-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 504 | OR_unadj: 1.043 [0.709 1.532] | indivs AUC:0.536
Correlated most with:
Maternal Lab History: EOSINOPHIL-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.447
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.354
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.312
Maternal Lab History: BASOPHIL-postPregnancy:0.292
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.289
Maternal Lab History: RBC-postPregnancy:0.230
Maternal Lab History: WBC-postPregnancy:-0.205
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.166
Maternal Lab History: HEMATOCRIT-postPregnancy:0.163
Vital: Ht Percentile-avg13to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.541
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Procedure History:59430-postPregnancy:-0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.072
Maternal Lab History: TP VOLUME-otherPregnancy:-0.071
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.068
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.067
Maternal Lab History: URINE CULTURE-postPregnancy:-0.064
Newborn Diagnosis:9ccs253:Allergy:-0.064
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.064
Vital: Wt Percentile-gain7to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 663 | OR_unadj: 1.165 [0.818 1.659] | indivs AUC:0.553
Correlated most with:
Maternal Lab History: HCG-otherPregnancy:-0.180
Maternal Lab History: NT MoM-otherPregnancy:-0.179
Maternal Lab History: APF MoM-otherPregnancy:-0.175
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.175
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.165
Maternal Lab History: INHMOM-otherPregnancy:-0.155
Maternal Lab History: INHMOM-postPregnancy:-0.144
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.142
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.135
Maternal Lab History: HERPES I IgG-postPregnancy:0.129
Vital: HR-avg10to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.098
Maternal Lab History: PO2-postPregnancy:-0.096
Maternal Lab History: TP VOLUME-otherPregnancy:0.077
Diagnosis:9ccs244:Other injury:-0.076
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.074
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.074
Maternal Lab History: BUN-otherPregnancy:0.070
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.069
Diagnosis:9ccs159:UTI:0.068
Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Diagnosis:9ccs189:Prev c-sectn | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 260 | OR_unadj: 1.185 [0.871 1.613] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.296
Maternal Diagnosis:9ccs176:Contraceptiv:0.233
MatDeliveryAge:0.193
Maternal Diagnosis:9ccs190:Fetal distrs:-0.173
Maternal Diagnosis:9ccs185:Long pregncy:-0.151
Maternal Diagnosis:9ccs168:PID:0.142
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.139
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.124
Maternal Diagnosis:9ccs155:Other GI dx:0.101
Maternal Lab History: PLATELET COUNT-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 550 | OR_unadj: 0.945 [0.680 1.314] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: PLATELET COUNT-postPregnancy:1.000
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.441
Maternal Lab History: MPV-postPregnancy:-0.417
Maternal Lab History: MCH-postPregnancy:-0.211
Maternal Lab History: MCV-postPregnancy:-0.195
Maternal Lab History: ABS LYMPH-postPregnancy:0.195
Maternal Lab History: RBC-postPregnancy:0.190
Maternal Lab History: MPV-otherPregnancy:-0.177
Maternal Lab History: GLOBULIN-postPregnancy:0.148
Maternal Lab History: EOSINOPHIL-postPregnancy:0.147
Vital: HR-avg19to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.074
Maternal Lab History: NT MoM-postPregnancy:0.070
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.070
Diagnosis:9ccs251:Abdomnl pain:-0.069
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.068
Maternal Lab History: TP PERIOD-otherPregnancy:0.066
Diagnosis:9ccs259:Unclassified:0.066
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.065
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.063
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.062
Maternal Lab History: WBC-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 549 | OR_unadj: 1.015 [0.727 1.418] | indivs AUC:0.571
Correlated most with:
Maternal Lab History: WBC-postPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.789
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.661
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.550
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.465
Maternal Lab History: BASOPHIL-postPregnancy:-0.356
Maternal Lab History: WBC-otherPregnancy:0.296
Maternal Lab History: ABS LYMPH-postPregnancy:0.233
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.228
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.222
Vital: BMI-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 476 | OR_unadj: 1.407 [0.733 2.700] | indivs AUC:0.533
Correlated most with:
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.391
Maternal Lab History: HCG-otherPregnancy:0.336
Maternal Procedure History:81000-postPregnancy:0.331
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.317
Maternal Lab History: INHMOM-postPregnancy:0.314
Maternal Lab History: INHMOM-otherPregnancy:0.297
Maternal Lab History: NT MoM-otherPregnancy:0.297
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.272
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.270
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.254
Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs200:Oth skin dx:0.229
Diagnosis:9ccs126:Ot up rsp in:0.198
Diagnosis:9ccs255:Social admin:0.198
Diagnosis:9ccs10:Immuniz/scrn:0.198
Diagnosis:9ccs198:Ot infl skin:0.187
Number of Visits:0.186
Diagnosis:9ccs155:Other GI dx:0.183
Diagnosis:9ccs7:Viral infect:0.174
Diagnosis:9ccs257:Ot aftercare:0.174
Vital: Ht Percentile-gain5to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: IRON-postPregnancy:0.105
Maternal Lab History: PROLACTIN-postPregnancy:-0.100
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.099
Maternal Lab History: COLONY COUNT-postPregnancy:-0.095
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.095
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.087
Maternal Lab History: APTT-postPregnancy:0.084
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.078
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.077
Maternal Lab History: URINE CULTURE-otherPregnancy:0.077
* Maternal Lab History: MPV-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 481 | OR_unadj: 0.644 [0.440 0.942] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: MPV-postPregnancy:1.000
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.417
Maternal Lab History: MPV-otherPregnancy:0.404
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.240
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.217
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.207
Maternal Lab History: RBC-postPregnancy:-0.163
Maternal Lab History: RDW-postPregnancy:0.160
Maternal Lab History: LDH-postPregnancy:0.157
Maternal Lab History: Alk Phos-postPregnancy:0.144
Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.494
Correlated most with:
Newborn Diagnosis:9ccs259:Unclassified:1.000
Maternal Diagnosis:9ccs186:DM in preg:0.347
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.241
Maternal Diagnosis:9ccs49:DiabMel no c:0.168
MatDeliveryAge:0.132
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.097
Newborn Diagnosis:9ccs219:Low birth wt:0.094
Maternal Lab History: TP VOLUME-otherPregnancy:0.092
Newborn Diagnosis:9ccs221:Resp distres:0.083
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.083
Vital: Wt Percentile-gain10to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:0.164
Diagnosis:9ccs0:No DX:0.147
Maternal Lab History: APTT-postPregnancy:-0.102
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.096
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.086
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.085
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.084
Lab:292495 LEAD LEVEL - Sunrise:0.083
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.080
Maternal Lab History: HERPES I IgG-postPregnancy:-0.078
* Vital: Ht-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 482 | OR_unadj: 0.662 [0.460 0.953] | indivs AUC:0.450
Correlated most with:
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.200
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.170
Maternal Procedure History:99000-postPregnancy:0.148
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.148
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.146
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.146
Maternal Procedure History:86703-postPregnancy:0.134
Maternal Lab History: RDW-postPregnancy:-0.127
Maternal Lab History: HEMATOCRIT-postPregnancy:0.127
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.122
Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs143:Abdom hernia:0.100
Diagnosis:9ccs250:Nausea/vomit:0.084
Maternal Lab History: COLONY COUNT-postPregnancy:0.079
Diagnosis:9ccs48:Thyroid dsor:0.079
Newborn Diagnosis:9ccs219:Low birth wt:0.077
Diagnosis:9ccs240:Burns:0.076
Maternal Diagnosis:9ccs183:HTN in preg:0.075
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.075
Maternal Lab History: MONOCYTE-otherPregnancy:0.073
Maternal Lab History: NEUTROPHILS-5P-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 439 | OR_unadj: 0.858 [0.606 1.215] | indivs AUC:0.537
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.793
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.751
Maternal Lab History: ABS LYMPH-postPregnancy:-0.545
Maternal Lab History: WBC-postPregnancy:0.465
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.447
Maternal Lab History: BASOPHIL-postPregnancy:-0.368
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.364
Maternal Lab History: RBC-postPregnancy:-0.261
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.227
Maternal Lab History: HEMATOCRIT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 550 | OR_unadj: 0.931 [0.684 1.267] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: HEMATOCRIT-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.945
Maternal Lab History: RBC-postPregnancy:0.770
Maternal Lab History: RDW-postPregnancy:-0.407
Maternal Lab History: MCV-postPregnancy:0.351
Maternal Lab History: BASOPHIL-postPregnancy:0.317
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.313
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.297
Maternal Lab History: ALBUMIN-postPregnancy:0.289
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.289
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.485
Correlated most with:
Newborn Diagnosis:9ccs222:Perint jaund:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.329
Maternal Diagnosis:9ccs184:Early labor:0.276
Newborn Diagnosis:9ccs256:Exam/eval:0.269
Diagnosis:9ccs219:Low birth wt:0.213
Newborn Diagnosis:9ccs253:Allergy:0.185
Newborn Diagnosis:9ccs221:Resp distres:0.144
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.137
Maternal Diagnosis:9ccs183:HTN in preg:0.127
Newborn Diagnosis:9ccs224:Ot perint dx:0.121
Vital: Wt Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: URINE CULTURE-otherPregnancy:0.145
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.102
Diagnosis:9ccs92:Otitis media:0.091
Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.086
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.083
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.083
Maternal Lab History: IRON-postPregnancy:0.083
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.081
Diagnosis:9ccs125:Bronchitis:0.078
Maternal Lab History: GLUCOSE-otherPregnancy:-0.073
* Maternal Lab History: CARBON DIOXIDE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 317 | OR_unadj: 0.556 [0.345 0.895] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: CARBON DIOXIDE-postPregnancy:1.000
Maternal Lab History: PH-postPregnancy:0.314
Maternal Lab History: SODIUM-postPregnancy:0.275
Maternal Lab History: PO2-postPregnancy:-0.182
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.177
Maternal Lab History: ALT-postPregnancy:0.174
Maternal Procedure History:85018-postPregnancy:0.171
Maternal Lab History: O2 SATURATION-postPregnancy:-0.170
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.141
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.139
Vital: Wt Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.523
Correlated most with:
Maternal Lab History: PAPP-A-postPregnancy:-0.108
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.102
Maternal Lab History: APTT-postPregnancy:-0.092
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.091
Maternal Lab History: A/G-otherPregnancy:-0.084
Maternal Lab History: PAPP-A-otherPregnancy:-0.084
Diagnosis:9ccs213:Cardiac anom:0.082
Diagnosis:9ccs154:Gastroent:-0.079
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.077
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.076
Maternal Lab History: MCH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 550 | OR_unadj: 0.875 [0.645 1.187] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: MCH-postPregnancy:1.000
Maternal Lab History: MCV-postPregnancy:0.745
Maternal Lab History: RDW-postPregnancy:-0.561
Maternal Lab History: MCH-otherPregnancy:0.447
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.397
Maternal Lab History: MCV-otherPregnancy:0.389
Maternal Lab History: RBC-postPregnancy:-0.345
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.289
Maternal Lab History: RDW-otherPregnancy:-0.273
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.211
Maternal Lab History: RDW-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 550 | OR_unadj: 0.926 [0.655 1.310] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: RDW-postPregnancy:1.000
Maternal Lab History: MCH-postPregnancy:-0.561
Maternal Lab History: MCV-postPregnancy:-0.551
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.496
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.407
Maternal Lab History: RDW-otherPregnancy:0.351
Maternal Lab History: MCH-otherPregnancy:-0.323
Maternal Lab History: MCV-otherPregnancy:-0.301
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.276
Maternal Lab History: ALBUMIN-postPregnancy:-0.265
Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.187
Diagnosis:9ccs200:Oth skin dx:0.160
Diagnosis:9ccs10:Immuniz/scrn:0.106
Diagnosis:9ccs7:Viral infect:0.101
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs255:Social admin:0.089
Diagnosis:9ccs92:Otitis media:0.082
Diagnosis:9ccs91:Other eye dx:0.081
Diagnosis:9ccs257:Ot aftercare:0.081
Vital: BP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 581 | OR_unadj: 0.781 [0.558 1.093] | indivs AUC:0.454
Correlated most with:
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.225
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.213
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.186
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.185
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.163
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.142
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.135
Maternal Lab History: VLDL-postPregnancy:0.121
Maternal Lab History: TP VOLUME-postPregnancy:0.120
Maternal Diagnosis:9ccs183:HTN in preg:0.111
* Vital: Wt Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 424 | OR_unadj: 0.622 [0.403 0.960] | indivs AUC:0.470
Correlated most with:
Maternal Lab History: MONOCYTE-otherPregnancy:-0.117
Maternal Procedure History:90801-postPregnancy:0.104
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.096
Maternal Lab History: UIBC-postPregnancy:-0.092
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.091
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.087
Maternal Lab History: BASOPHIL-otherPregnancy:-0.087
Maternal Lab History: MONOS-otherPregnancy:-0.081
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.080
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.075
Vital: HR-avg7to10 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.550
Correlated most with:
Maternal Lab History: TP VOLUME-otherPregnancy:0.106
Maternal Procedure History:87880-postPregnancy:0.097
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.089
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.082
Diagnosis:9ccs127:COPD:-0.082
Maternal Lab History: LDL-otherPregnancy:0.081
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.076
Maternal Lab History: HEMATOCRIT-postPregnancy:0.075
Number of Visits:-0.074
Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.073
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 223 | OR_unadj: 0.953 [0.574 1.583] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:1.000
Lab:294147 FREE T4 - LMC:-0.208
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.203
Lab:294205 TSH REFLEX TO FT4 - LMC:0.167
Maternal Diagnosis:9ccs186:DM in preg:0.167
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.165
Maternal Lab History: ALT-postPregnancy:0.131
Maternal Procedure History:86580-postPregnancy:0.124
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.120
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.116
Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.426
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Diagnosis:9ccs125:Bronchitis:0.288
Diagnosis:9ccs126:Ot up rsp in:0.279
Diagnosis:9ccs92:Otitis media:0.273
Number of Visits:0.226
Diagnosis:9ccs7:Viral infect:0.225
Diagnosis:9ccs10:Immuniz/scrn:0.212
Diagnosis:9ccs255:Social admin:0.197
Diagnosis:9ccs128:Asthma:0.189
Diagnosis:9ccs122:Pneumonia:0.182
Maternal Lab History: MCV-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 550 | OR_unadj: 0.841 [0.617 1.148] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: MCV-postPregnancy:1.000
Maternal Lab History: MCH-postPregnancy:0.745
Maternal Lab History: RDW-postPregnancy:-0.551
Maternal Lab History: MCV-otherPregnancy:0.464
Maternal Lab History: MCH-otherPregnancy:0.414
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.389
Maternal Lab History: HEMATOCRIT-postPregnancy:0.351
Maternal Lab History: RBC-postPregnancy:-0.322
Maternal Lab History: Alk Phos-postPregnancy:-0.220
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.219
Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.369
Number of Visits:0.277
Diagnosis:9ccs257:Ot aftercare:0.273
Diagnosis:9ccs128:Asthma:0.232
Diagnosis:9ccs125:Bronchitis:0.230
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs90:Eye infectn:0.204
Diagnosis:9ccs10:Immuniz/scrn:0.200
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 335 | OR_unadj: 0.982 [0.736 1.310] | indivs AUC:0.476
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.631
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.479
Maternal Lab History: CREATININE-postPregnancy:-0.404
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.390
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.379
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.355
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.337
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.330
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.306
Maternal Lab History: HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 550 | OR_unadj: 1.000 [0.742 1.347] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: HEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: HEMATOCRIT-postPregnancy:0.945
Maternal Lab History: RBC-postPregnancy:0.690
Maternal Lab History: RDW-postPregnancy:-0.496
Maternal Lab History: MCH-postPregnancy:0.397
Maternal Lab History: MCV-postPregnancy:0.389
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.377
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.325
Maternal Lab History: MCH-otherPregnancy:0.281
Maternal Lab History: ALBUMIN-postPregnancy:0.274
* Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs122:Pneumonia:0.304
Diagnosis:9ccs125:Bronchitis:0.246
Diagnosis:9ccs92:Otitis media:0.232
Diagnosis:9ccs257:Ot aftercare:0.189
Number of Visits:0.187
Diagnosis:9ccs133:Oth low resp:0.170
Diagnosis:9ccs127:COPD:0.160
Diagnosis:9ccs126:Ot up rsp in:0.156
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs126:Ot up rsp in:0.206
Diagnosis:9ccs92:Otitis media:0.204
Diagnosis:9ccs7:Viral infect:0.180
Diagnosis:9ccs125:Bronchitis:0.175
Diagnosis:9ccs91:Other eye dx:0.173
Number of Visits:0.171
Diagnosis:9ccs10:Immuniz/scrn:0.151
Diagnosis:9ccs257:Ot aftercare:0.148
Diagnosis:9ccs155:Other GI dx:0.131
Maternal Lab History: RBC-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 550 | OR_unadj: 0.781 [0.564 1.080] | indivs AUC:0.464
Correlated most with:
Maternal Lab History: RBC-postPregnancy:1.000
Maternal Lab History: HEMATOCRIT-postPregnancy:0.770
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.690
Maternal Lab History: MCH-postPregnancy:-0.345
Maternal Lab History: MCV-postPregnancy:-0.322
Maternal Lab History: RBC-otherPregnancy:0.290
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.286
Maternal Lab History: BASOPHIL-postPregnancy:0.270
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.261
Maternal Lab History: EOSINOPHIL-postPregnancy:0.230
Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.473
Newborn Diagnosis:9ccs96:Hrt valve dx:0.250
Diagnosis:9ccs117:Ot circul dx:0.228
Newborn Diagnosis:9ccs213:Cardiac anom:0.208
Diagnosis:9ccs244:Other injury:0.101
Maternal Diagnosis:9ccs149:Biliary dx:0.101
Diagnosis:9ccs91:Other eye dx:0.097
Diagnosis:9ccs83:Epilepsy/cnv:0.089
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.087
Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.546
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.202
Diagnosis:9ccs154:Gastroent:0.191
Diagnosis:9ccs253:Allergy:0.183
Diagnosis:9ccs133:Oth low resp:0.172
Diagnosis:9ccs126:Ot up rsp in:0.171
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs10:Immuniz/scrn:0.146
* Maternal Lab History: MONOCYTES-5P-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 439 | OR_unadj: 0.670 [0.455 0.986] | indivs AUC:0.454
Correlated most with:
Maternal Lab History: MONOCYTES-5P-postPregnancy:1.000
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.562
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.273
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.175
Maternal Lab History: AST-otherPregnancy:0.138
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.124
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.114
Maternal Lab History: O2 SATURATION-postPregnancy:0.105
Maternal Lab History: AST-postPregnancy:0.104
Maternal Lab History: SODIUM-otherPregnancy:0.103
* Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 561 | OR_unadj: 0.770 [0.600 0.988] | indivs AUC:0.454
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:1.000
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.640
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.631
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.559
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.535
Maternal Lab History: CREATININE-postPregnancy:-0.534
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.507
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.498
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.496
Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.440
Vital: HR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 489 | OR_unadj: 0.990 [0.709 1.381] | indivs AUC:0.551
Correlated most with:
Maternal Procedure History:93005-otherPregnancy:-0.148
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.146
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.108
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.107
Maternal Procedure History:81000-postPregnancy:0.106
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.106
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.106
Maternal Lab History: CREATININE-otherPregnancy:-0.105
Maternal Procedure History:99000-postPregnancy:0.104
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.103
* Vital: BMI Percentile-latest | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 247 | OR_unadj: 2.918 [2.034 4.185] | indivs AUC:0.538
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.094
Newborn Diagnosis:9ccs253:Allergy:-0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.088
Diagnosis:9ccs48:Thyroid dsor:-0.084
Maternal Procedure History:99401-otherPregnancy:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Diagnosis:9ccs58:Ot nutrit dx:0.073
Maternal Procedure History:90649-postPregnancy:0.071
Newborn Diagnosis:9ccs191:Amnios dx:0.071
Diagnosis:9ccs209:Ot acq defor:0.071
Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.234
Diagnosis:9ccs126:Ot up rsp in:0.182
Diagnosis:9ccs257:Ot aftercare:0.171
Diagnosis:9ccs7:Viral infect:0.168
Diagnosis:9ccs125:Bronchitis:0.167
Diagnosis:9ccs92:Otitis media:0.154
Diagnosis:9ccs10:Immuniz/scrn:0.145
Diagnosis:9ccs255:Social admin:0.136
Diagnosis:9ccs155:Other GI dx:0.131
Maternal Lab History: ABS NEUTROPHILS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 435 | OR_unadj: 0.805 [0.541 1.197] | indivs AUC:0.544
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:1.000
Maternal Lab History: WBC-postPregnancy:0.789
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.751
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.701
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.616
Maternal Lab History: BASOPHIL-postPregnancy:-0.314
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.289
Maternal Lab History: WBC-otherPregnancy:0.245
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.227
Maternal Lab History: RBC-postPregnancy:-0.226
Maternal Lab History: ABS MONOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 436 | OR_unadj: 0.813 [0.567 1.167] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: ABS MONOCYTES-postPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.701
Maternal Lab History: WBC-postPregnancy:0.661
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.562
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.377
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.364
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.176
Maternal Lab History: BASOPHIL-postPregnancy:-0.173
Maternal Lab History: RBC-postPregnancy:-0.173
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.169
Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.110
Maternal Lab History: URINE SUGAR-otherPregnancy:0.099
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.096
Diagnosis:9ccs212:Ot bone dx:0.085
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.075
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.075
Maternal Lab History: eGFR-otherPregnancy:0.075
Maternal Lab History: URINE SUGAR-postPregnancy:0.070
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.070
Vital: Wt Change-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 626 | OR_unadj: 0.825 [0.577 1.179] | indivs AUC:0.470
Correlated most with:
Maternal Procedure History:J7302-postPregnancy:-0.139
Diagnosis:9ccs92:Otitis media:-0.111
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Number of Visits:-0.094
Diagnosis:9ccs125:Bronchitis:-0.087
Diagnosis:9ccs126:Ot up rsp in:-0.087
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.085
Diagnosis:9ccs257:Ot aftercare:-0.081
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.078
Vital: Ht Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.561
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.101
Diagnosis:9ccs117:Ot circul dx:-0.084
Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.080
Diagnosis:9ccs223:Birth trauma:0.077
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.076
Maternal Lab History: NT MoM-postPregnancy:-0.072
Maternal Diagnosis:9ccs184:Early labor:-0.071
Newborn Diagnosis:9ccs224:Ot perint dx:0.070
Newborn Diagnosis:9ccs253:Allergy:-0.068
* Vital: BMI Percentile-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.549
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.090
Newborn Diagnosis:9ccs253:Allergy:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085
Diagnosis:9ccs48:Thyroid dsor:-0.077
Diagnosis:9ccs58:Ot nutrit dx:0.074
Maternal Procedure History:99401-otherPregnancy:0.073
Newborn Diagnosis:9ccs191:Amnios dx:0.069
Maternal Procedure History:87880-postPregnancy:-0.069
Diagnosis:9ccs209:Ot acq defor:0.068
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.065
Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.229
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs239:Superfic inj:0.169
Diagnosis:9ccs155:Other GI dx:0.168
Number of Visits:0.163
Diagnosis:9ccs198:Ot infl skin:0.160
Diagnosis:9ccs126:Ot up rsp in:0.151
Diagnosis:9ccs10:Immuniz/scrn:0.148
Diagnosis:9ccs133:Oth low resp:0.147
Maternal Lab History: POTASSIUM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 315 | OR_unadj: 0.735 [0.466 1.159] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: POTASSIUM-postPregnancy:1.000
Maternal Lab History: POTASSIUM-otherPregnancy:0.235
Maternal Lab History: CALCIUM-postPregnancy:0.153
Maternal Procedure History:90472-postPregnancy:0.146
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.144
Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.140
Maternal Lab History: CALCIUM-otherPregnancy:0.135
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.134
Maternal Lab History: URIC ACID-postPregnancy:0.127
Maternal Lab History: ABS LYMPH-postPregnancy:0.127
Vital: HR-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.545
Correlated most with:
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.092
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.089
Diagnosis:9ccs125:Bronchitis:0.084
Newborn Diagnosis:9ccs217:Ot cong anom:0.083
Maternal Procedure History:59430-postPregnancy:0.080
Maternal Lab History: MONOS-otherPregnancy:0.079
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.077
Diagnosis:9ccs217:Ot cong anom:0.074
Diagnosis:9ccs247:Lymph enlarg:-0.073
Maternal Procedure History:J7300-postPregnancy:-0.069
Vital: Ht Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.476
Correlated most with:
Maternal Lab History: UIBC-postPregnancy:-0.112
Maternal Lab History: MONOS-otherPregnancy:-0.099
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.093
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.089
Maternal Procedure History:90801-postPregnancy:0.088
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.086
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.084
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.079
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.078
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.077
Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Number of Visits:0.195
Diagnosis:9ccs256:Exam/eval:0.184
Diagnosis:9ccs155:Other GI dx:0.172
Diagnosis:9ccs128:Asthma:0.170
Diagnosis:9ccs154:Gastroent:0.166
Diagnosis:9ccs253:Allergy:0.164
Diagnosis:9ccs126:Ot up rsp in:0.155
Diagnosis:9ccs127:COPD:0.155
Diagnosis:9ccs7:Viral infect:0.149
Maternal Procedure History:81000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 321 | OR_unadj: 0.850 [0.478 1.511] | indivs AUC:0.551
Correlated most with:
Maternal Procedure History:81000-postPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.423
Maternal Procedure History:99401-postPregnancy:0.343
Maternal Lab History: POLYS-postPregnancy:0.269
Maternal Procedure History:86703-postPregnancy:0.252
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.242
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.237
Maternal Procedure History:81000-otherPregnancy:0.237
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.236
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.234
Vital: Wt Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 396 | OR_unadj: 1.125 [0.805 1.571] | indivs AUC:0.525
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.114
Newborn Diagnosis:9ccs217:Ot cong anom:0.107
Maternal Lab History: IRON-postPregnancy:-0.103
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.079
Diagnosis:9ccs219:Low birth wt:-0.074
Newborn Diagnosis:9ccs219:Low birth wt:-0.072
Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070
Maternal Procedure History:90801-postPregnancy:0.070
Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs200:Oth skin dx:0.133
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs126:Ot up rsp in:0.128
Diagnosis:9ccs7:Viral infect:0.095
Number of Visits:0.091
Diagnosis:9ccs155:Other GI dx:0.087
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.085
Diagnosis:9ccs76:Meningitis:0.082
Maternal Diagnosis:9ccs183:HTN in preg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 202 | OR_unadj: 1.377 [0.987 1.920] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg:1.000
Maternal Diagnosis:9ccs98:HTN:0.230
Maternal Lab History: LDH-postPregnancy:0.174
Newborn Diagnosis:9ccs219:Low birth wt:0.165
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.163
Maternal Diagnosis:9ccs184:Early labor:0.161
Maternal Lab History: Alk Phos-postPregnancy:0.130
Newborn Diagnosis:9ccs222:Perint jaund:0.127
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.119
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.119
Maternal Procedure History:81025-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 184 | OR_unadj: 0.712 [0.369 1.376] | indivs AUC:0.515
Correlated most with:
Maternal Procedure History:81025-postPregnancy:1.000
Maternal Procedure History:J1055-postPregnancy:0.321
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.218
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.196
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.189
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.174
Maternal Lab History: MAGNESIUM-postPregnancy:-0.160
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.158
Maternal Procedure History:87880-postPregnancy:0.153
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.152
Vital: Wt Change-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs125:Bronchitis:-0.121
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.107
Diagnosis:9ccs92:Otitis media:-0.106
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.089
Number of Visits:-0.088
Diagnosis:9ccs7:Viral infect:-0.086
Maternal Lab History: GFR in African American-postPregnancy:-0.085
Maternal Lab History: GFR Calculation-postPregnancy:-0.084
Maternal Procedure History:93005-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.079
Maternal Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 1.193 [0.834 1.706] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.536
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.105
Maternal Lab History: BASOPHIL-postPregnancy:0.089
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.087
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.085
Maternal Lab History: 1 HOUR-otherPregnancy:0.082
Maternal Procedure History:90471-otherPregnancy:0.076
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.068
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.066
Maternal Procedure History:99000-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 312 | OR_unadj: 0.695 [0.395 1.225] | indivs AUC:0.511
Correlated most with:
Maternal Procedure History:99000-postPregnancy:1.000
Maternal Procedure History:99401-postPregnancy:0.236
Maternal Procedure History:86703-postPregnancy:0.227
Maternal Lab History: A/G-postPregnancy:0.212
Maternal Procedure History:99000-otherPregnancy:-0.210
Maternal Procedure History:81000-postPregnancy:0.210
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.206
Maternal Lab History: HCG-otherPregnancy:0.201
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.196
Maternal Procedure History:90656-otherPregnancy:-0.194
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 304 | OR_unadj: 0.846 [0.621 1.151] | indivs AUC:0.474
Correlated most with:
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.535
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.479
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.452
Maternal Lab History: CREATININE-postPregnancy:-0.408
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.396
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.359
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.345
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.333
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.332
Vital: Wt for Len Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 504 | OR_unadj: 1.284 [0.941 1.751] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: PROLACTIN-postPregnancy:-0.075
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.072
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.070
Maternal Diagnosis:9ccs190:Fetal distrs:0.069
Lab:294147 FREE T4 - LMC:0.066
Maternal Lab History: ANION GAP-postPregnancy:-0.066
Maternal Procedure History:90746-postPregnancy:0.066
Diagnosis:9ccs117:Ot circul dx:-0.065
Diagnosis:9ccs211:Ot conn tiss:-0.063
Diagnosis:9ccs208:Acq foot def:0.059
Vital: Wt Change-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 370 | OR_unadj: 0.972 [0.656 1.439] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:-0.113
Maternal Lab History: GFR Calculation-postPregnancy:-0.113
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.102
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.099
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.097
Diagnosis:9ccs133:Oth low resp:-0.097
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.093
Maternal Lab History: IRON-postPregnancy:-0.093
Maternal Procedure History:97014-postPregnancy:-0.084
Maternal Lab History: PH-otherPregnancy:-0.083
* Vital: Wt Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 462 | OR_unadj: 1.576 [1.167 2.127] | indivs AUC:0.539
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.101
Newborn Diagnosis:9ccs217:Ot cong anom:0.098
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.088
Maternal Lab History: APTT-postPregnancy:-0.087
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.086
Maternal Diagnosis:9ccs185:Long pregncy:0.083
Diagnosis:9ccs205:Back problem:0.083
Diagnosis:9ccs138:Esophgeal dx:-0.081
Diagnosis:9ccs159:UTI:0.075
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.074
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs155:Other GI dx:0.133
Number of Visits:0.121
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.093
Diagnosis:9ccs239:Superfic inj:0.093
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs200:Oth skin dx:0.087
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087
Diagnosis:9ccs257:Ot aftercare:0.081
Maternal Procedure History:81000-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 265 | OR_unadj: 1.208 [0.796 1.835] | indivs AUC:0.498
Correlated most with:
Maternal Procedure History:81000-otherPregnancy:1.000
Maternal Procedure History:99401-otherPregnancy:0.312
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.252
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.245
Maternal Procedure History:81000-postPregnancy:0.237
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.218
Maternal Lab History: RBC-otherPregnancy:-0.217
Maternal Lab History: MCV-otherPregnancy:0.192
Maternal Lab History: LDL-otherPregnancy:0.180
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.165
Maternal Lab History: BASOPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 485 | OR_unadj: 0.826 [0.561 1.217] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: BASOPHIL-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.461
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.368
Maternal Lab History: WBC-postPregnancy:-0.356
Maternal Lab History: HEMATOCRIT-postPregnancy:0.317
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.314
Maternal Lab History: EOSINOPHIL-postPregnancy:0.292
Maternal Lab History: RBC-postPregnancy:0.270
Maternal Lab History: POLYS-postPregnancy:-0.242
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.240
Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs257:Ot aftercare:0.288
Diagnosis:9ccs126:Ot up rsp in:0.250
Diagnosis:9ccs128:Asthma:0.246
Diagnosis:9ccs92:Otitis media:0.230
Diagnosis:9ccs7:Viral infect:0.219
Diagnosis:9ccs122:Pneumonia:0.187
Number of Visits:0.183
Diagnosis:9ccs90:Eye infectn:0.175
Diagnosis:9ccs135:Intest infct:0.167
* Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.304
Diagnosis:9ccs125:Bronchitis:0.187
Diagnosis:9ccs257:Ot aftercare:0.182
Number of Visits:0.177
Diagnosis:9ccs92:Otitis media:0.169
Diagnosis:9ccs126:Ot up rsp in:0.153
Diagnosis:9ccs90:Eye infectn:0.129
Diagnosis:9ccs135:Intest infct:0.128
Diagnosis:9ccs127:COPD:0.127
Vital: Wt for Len Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 495 | OR_unadj: 1.260 [0.921 1.724] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.088
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.084
Diagnosis:9ccs3:Oth bact inf:-0.076
Maternal Diagnosis:9ccs190:Fetal distrs:0.072
Maternal Diagnosis:9ccs106:Dysrhythmia:-0.068
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.068
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.067
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.066
Lab:294147 FREE T4 - LMC:0.063
Maternal Procedure History:90746-postPregnancy:0.062
Vital: Ht Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.541
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:0.097
Maternal Lab History: GFR in African American-postPregnancy:0.097
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Diagnosis:9ccs184:Early labor:-0.095
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Maternal Lab History: APF MoM-otherPregnancy:-0.087
Diagnosis:9ccs117:Ot circul dx:-0.082
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.078
Maternal Lab History: INHMOM-otherPregnancy:-0.078
Vital: Ht Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.544
Correlated most with:
Diagnosis:9ccs223:Birth trauma:0.105
Maternal Lab History: UIBC-postPregnancy:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.091
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.086
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.081
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.080
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.079
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.077
Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Diagnosis:9ccs239:Superfic inj:0.115
Diagnosis:9ccs10:Immuniz/scrn:0.108
Number of Visits:0.106
Diagnosis:9ccs253:Allergy:0.105
Diagnosis:9ccs137:Mouth dx:0.104
Diagnosis:9ccs138:Esophgeal dx:0.103
Diagnosis:9ccs200:Oth skin dx:0.103
Diagnosis:9ccs92:Otitis media:0.099
Diagnosis:9ccs7:Viral infect:0.089
Vital: HR-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs259:Unclassified:0.140
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.082
Diagnosis:9ccs213:Cardiac anom:0.081
Diagnosis:9ccs4:Mycoses:0.075
Diagnosis:9ccs223:Birth trauma:0.069
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.068
Maternal Lab History: FREE T3-postPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.066
Diagnosis:9ccs76:Meningitis:-0.063
Diagnosis:9ccs197:Skin infectn:0.061
Maternal Lab History: Alk Phos-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 300 | OR_unadj: 0.574 [0.322 1.022] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: Alk Phos-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:-0.530
Maternal Lab History: LDH-postPregnancy:0.445
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.422
Maternal Lab History: MAGNESIUM-postPregnancy:0.335
Maternal Lab History: CALCIUM-postPregnancy:-0.331
Maternal Diagnosis:9ccs149:Biliary dx:0.288
Maternal Lab History: AST-postPregnancy:0.284
Maternal Lab History: Alk Phos-otherPregnancy:0.282
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.261
Vital: Wt Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 363 | OR_unadj: 1.189 [0.815 1.732] | indivs AUC:0.526
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.125
Maternal Lab History: MONOCYTE-otherPregnancy:0.121
Maternal Diagnosis:9ccs211:Ot conn tiss:0.112
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.106
Maternal Procedure History:90656-postPregnancy:0.095
Maternal Lab History: AFP-otherPregnancy:-0.092
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.087
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.083
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.080
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.074
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.485
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Lab:294203 BILIRUBIN TOTAL - LMC:0.374
Diagnosis:9ccs62:Coag/hemr dx:-0.113
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.096
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.092
Maternal Diagnosis:9ccs5:HIV infectn:-0.088
Maternal Diagnosis:9ccs48:Thyroid dsor:0.078
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.078
Maternal Lab History: ANION GAP-postPregnancy:-0.076
Maternal Diagnosis:9ccs98:HTN:0.075
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 224 | OR_unadj: 0.931 [0.660 1.312] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.663
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.507
Maternal Lab History: CREATININE-postPregnancy:-0.458
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.452
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.404
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.388
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.379
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.377
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.359
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 333 | OR_unadj: 0.791 [0.585 1.069] | indivs AUC:0.453
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.640
Maternal Procedure History:58300-postPregnancy:-0.458
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.422
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.396
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.390
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.371
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.369
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.359
Maternal Procedure History:J7300-postPregnancy:-0.341
Maternal Diagnosis:9ccs176:Contraceptiv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 154 | OR_unadj: 0.843 [0.556 1.278] | indivs AUC:0.467
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv:1.000
MatDeliveryAge:0.243
Maternal Diagnosis:9ccs189:Prev c-sectn:0.233
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.135
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.130
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.114
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.107
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.106
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.105
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.095
* Maternal Lab History: URINE PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 262 | OR_unadj: 0.615 [0.404 0.936] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: URINE PH-postPregnancy:1.000
Maternal Lab History: URINE PH-otherPregnancy:0.206
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:-0.146
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.127
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.124
Maternal Lab History: MCV-postPregnancy:0.122
Maternal Lab History: CHLORIDE-postPregnancy:-0.121
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.119
Maternal Lab History: COLONY COUNT-postPregnancy:-0.113
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.112
Vital: Wt Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 348 | OR_unadj: 1.343 [0.953 1.892] | indivs AUC:0.550
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Newborn Diagnosis:9ccs219:Low birth wt:-0.105
Diagnosis:9ccs219:Low birth wt:-0.099
Maternal Lab History: GLUCOSE-postPregnancy:0.097
Maternal Lab History: GFR in African American-postPregnancy:0.094
Maternal Lab History: GFR Calculation-postPregnancy:0.094
Maternal Diagnosis:9ccs184:Early labor:-0.092
Diagnosis:9ccs138:Esophgeal dx:-0.090
Maternal Lab History: MONOS-otherPregnancy:0.089
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Vital: HR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.467
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.100
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.082
Maternal Procedure History:59430-postPregnancy:0.080
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.079
Maternal Diagnosis:9ccs185:Long pregncy:-0.079
Diagnosis:9ccs224:Ot perint dx:0.077
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.076
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.076
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.071
Maternal Lab History: TP PERIOD-otherPregnancy:0.070
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.225
Diagnosis:9ccs163:Other GU dx:0.164
Diagnosis:9ccs2:Septicemia:0.129
Diagnosis:9ccs257:Ot aftercare:0.120
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.117
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.115
Maternal Lab History: RUBELLA-postPregnancy:0.104
Maternal Lab History: PTT-otherPregnancy:0.096
Diagnosis:9ccs122:Pneumonia:0.095
Vital: Ht Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.118
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.117
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.107
Maternal Diagnosis:9ccs211:Ot conn tiss:0.102
Maternal Lab History: AFP-otherPregnancy:-0.092
Maternal Lab History: ESTRIOL-otherPregnancy:-0.084
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.082
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.079
Maternal Lab History: ANION GAP-postPregnancy:0.079
Maternal Lab History: BUN-otherPregnancy:-0.078
Maternal Lab History: CREATININE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 317 | OR_unadj: nan [ nan nan] | indivs AUC:0.557
Correlated most with:
Maternal Lab History: CREATININE-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.534
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.458
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.435
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.427
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.408
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.404
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.366
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.346
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.341
Vital: BMI-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 261 | OR_unadj: 0.945 [0.528 1.690] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.178
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.176
Maternal Procedure History:59430-postPregnancy:0.164
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.162
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.161
Maternal Lab History: 3 HOUR-postPregnancy:-0.154
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.152
Maternal Procedure History:90801-postPregnancy:0.148
Maternal Lab History: BASOPHIL-postPregnancy:0.147
Maternal Lab History: RDW-otherPregnancy:0.141
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.242
Diagnosis:9ccs90:Eye infectn:0.173
Diagnosis:9ccs7:Viral infect:0.121
Number of Visits:0.111
Diagnosis:9ccs217:Ot cong anom:0.110
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100
Diagnosis:9ccs96:Hrt valve dx:0.097
Diagnosis:9ccs134:Ot uppr resp:0.096
Diagnosis:9ccs258:Other screen:0.093
Maternal Lab History: CHLORIDE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 315 | OR_unadj: 0.897 [0.598 1.346] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: CHLORIDE-postPregnancy:1.000
Maternal Lab History: SODIUM-postPregnancy:0.329
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.266
Maternal Lab History: CALCIUM-postPregnancy:-0.257
Maternal Lab History: ALBUMIN-postPregnancy:-0.234
Maternal Lab History: GLOBULIN-postPregnancy:-0.215
Maternal Lab History: CHLORIDE-otherPregnancy:0.172
Maternal Lab History: A/G-postPregnancy:0.144
Maternal Lab History: MAGNESIUM-postPregnancy:0.142
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.140
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.473
Correlated most with:
Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000
Newborn Diagnosis:9ccs94:Other ear dx:0.397
Newborn Diagnosis:9ccs0:No DX:-0.357
Newborn Diagnosis:9ccs259:Unclassified:-0.241
Newborn Diagnosis:9ccs219:Low birth wt:-0.202
Newborn Diagnosis:9ccs221:Resp distres:-0.183
Maternal Diagnosis:9ccs184:Early labor:-0.131
Diagnosis:9ccs219:Low birth wt:-0.122
Newborn Diagnosis:9ccs213:Cardiac anom:-0.113
Newborn Diagnosis:9ccs256:Exam/eval:-0.113
Vital: Wt Change-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 316 | OR_unadj: 0.819 [0.534 1.257] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: MONOCYTE-otherPregnancy:0.097
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.092
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.090
Maternal Lab History: NT MoM-postPregnancy:-0.086
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.084
Maternal Procedure History:97014-postPregnancy:-0.081
Maternal Procedure History:J1055-postPregnancy:0.080
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.078
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.077
Diagnosis:9ccs154:Gastroent:-0.076
Maternal Lab History: SODIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 315 | OR_unadj: 0.791 [0.529 1.182] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: SODIUM-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.338
Maternal Lab History: CHLORIDE-postPregnancy:0.329
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.275
Maternal Lab History: BUN-postPregnancy:0.266
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.253
Maternal Lab History: INR-postPregnancy:0.214
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.209
Maternal Lab History: PT-postPregnancy:0.189
Maternal Lab History: CALCIUM-postPregnancy:0.187
Vital: HR-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.488
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:0.122
Diagnosis:9ccs7:Viral infect:0.104
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.084
Maternal Lab History: URINE CULTURE-postPregnancy:-0.079
Diagnosis:9ccs125:Bronchitis:0.076
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.075
Maternal Procedure History:J7302-postPregnancy:0.070
Diagnosis:9ccs122:Pneumonia:0.065
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.065
Maternal Lab History: AST-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 245 | OR_unadj: 0.933 [0.548 1.589] | indivs AUC:0.536
Correlated most with:
Maternal Lab History: AST-postPregnancy:1.000
Maternal Lab History: ALT-postPregnancy:0.625
Maternal Lab History: Alk Phos-postPregnancy:0.284
Maternal Lab History: LDH-postPregnancy:0.239
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.198
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.196
Maternal Procedure History:97110-postPregnancy:0.178
Maternal Lab History: AST (SGOT)-otherPregnancy:0.172
Maternal Procedure History:81000-postPregnancy:-0.169
Maternal Procedure History:97001-postPregnancy:0.164
Maternal Lab History: ALT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 302 | OR_unadj: 0.676 [0.384 1.190] | indivs AUC:0.529
Correlated most with:
Maternal Lab History: ALT-postPregnancy:1.000
Maternal Lab History: AST-postPregnancy:0.625
Maternal Lab History: AST (SGOT)-postPregnancy:0.459
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.289
Maternal Lab History: VLDL-postPregnancy:0.243
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.240
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.235
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.224
Maternal Lab History: Alk Phos-postPregnancy:0.209
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.198
Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.181
Lab:294203 BILIRUBIN TOTAL - LMC:-0.123
Maternal Lab History: HCG-postPregnancy:0.112
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.101
Diagnosis:9ccs258:Other screen:0.100
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.097
Diagnosis:9ccs243:Poisn nonmed:0.096
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.096
* Vital: BMI Percentile-gain0to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097
Newborn Diagnosis:9ccs253:Allergy:-0.093
Diagnosis:9ccs48:Thyroid dsor:-0.080
Maternal Procedure History:99401-otherPregnancy:0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
Diagnosis:9ccs209:Ot acq defor:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Diagnosis:9ccs58:Ot nutrit dx:0.074
Maternal Procedure History:90649-postPregnancy:0.074
Vital: Wt Change-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 225 | OR_unadj: 0.845 [0.517 1.380] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.168
Diagnosis:9ccs222:Perint jaund:-0.119
Maternal Lab History: MONOS-otherPregnancy:0.119
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.114
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.110
Maternal Procedure History:81025-postPregnancy:0.098
Maternal Procedure History:J1055-postPregnancy:0.096
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.093
Maternal Lab History: GFR in African American-otherPregnancy:0.093
Maternal Lab History: GFR Calculation-otherPregnancy:0.093
Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.181
Newborn Diagnosis:9ccs222:Perint jaund:0.108
Lab:294203 BILIRUBIN TOTAL - LMC:-0.101
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077
Maternal Diagnosis:9ccs7:Viral infect:0.075
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: POTASSIUM-otherPregnancy:-0.069
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.068
Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Number of Visits:0.152
Diagnosis:9ccs124:Tonsillitis:0.127
Diagnosis:9ccs253:Allergy:0.125
Diagnosis:9ccs126:Ot up rsp in:0.124
Diagnosis:9ccs90:Eye infectn:0.115
Diagnosis:9ccs211:Ot conn tiss:0.111
Diagnosis:9ccs133:Oth low resp:0.100
Diagnosis:9ccs127:COPD:0.099
Diagnosis:9ccs91:Other eye dx:0.096
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.489
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.770
Diagnosis:9ccs219:Low birth wt:0.467
Newborn Diagnosis:9ccs256:Exam/eval:0.332
Newborn Diagnosis:9ccs222:Perint jaund:0.329
Newborn Diagnosis:9ccs221:Resp distres:0.314
Maternal Diagnosis:9ccs182:Hemorr preg:0.215
Newborn Diagnosis:9ccs253:Allergy:0.213
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.202
Maternal Diagnosis:9ccs159:UTI:0.167
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.500
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:295669 BILIRUBIN DIRECT - LMC:0.374
Diagnosis:9ccs151:Oth liver dx:-0.123
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Maternal Lab History: URINE KETONES-otherPregnancy:-0.101
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.101
Diagnosis:9ccs222:Perint jaund:-0.101
Diagnosis:9ccs205:Back problem:0.095
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.091
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.090
Vital: BP-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 268 | OR_unadj: 0.904 [0.578 1.413] | indivs AUC:0.482
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.398
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.348
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.288
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.258
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.246
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.212
Maternal Lab History: WEIGHT-otherPregnancy:0.211
Maternal Lab History: RBC-otherPregnancy:0.210
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.201
Maternal Procedure History:81000-otherPregnancy:-0.185
Maternal Lab History: hCG MoM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 166 | OR_unadj: 1.063 [0.590 1.915] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: hCG MoM-postPregnancy:1.000
Maternal Lab History: BETA HCG FREE-postPregnancy:0.752
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.477
Maternal Lab History: HCG-postPregnancy:0.351
Maternal Lab History: hCG MoM-otherPregnancy:0.259
Maternal Lab History: INHMOM-postPregnancy:0.251
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.207
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.186
Maternal Lab History: HCG-otherPregnancy:0.185
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.180
Maternal Lab History: URINE UROBILINOGEN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 75 | OR_unadj: 2.013 [0.882 4.591] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:1.000
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.298
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.289
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.287
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.222
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.193
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.181
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.163
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.140
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.139
Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.219
Diagnosis:9ccs94:Other ear dx:0.198
Diagnosis:9ccs75:Hx mental dx:0.127
Number of Visits:0.124
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.107
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.091
Diagnosis:9ccs126:Ot up rsp in:0.091
Diagnosis:9ccs257:Ot aftercare:0.087
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.081
Maternal Lab History: CHOL:HDL RATIO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.451 [0.788 2.673] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.660
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.544
Maternal Lab History: CHOLESTEROL-postPregnancy:0.529
Maternal Lab History: VLDL-postPregnancy:0.502
Maternal Lab History: LDL-postPregnancy:0.433
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.374
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.335
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.293
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.215
* Vital: BMI Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097
Newborn Diagnosis:9ccs253:Allergy:-0.093
Diagnosis:9ccs48:Thyroid dsor:-0.080
Maternal Procedure History:99401-otherPregnancy:0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
Diagnosis:9ccs209:Ot acq defor:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Diagnosis:9ccs58:Ot nutrit dx:0.074
Maternal Procedure History:90649-postPregnancy:0.074
Maternal Lab History: RDW-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 240 | OR_unadj: 1.025 [0.629 1.671] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: RDW-otherPregnancy:1.000
Maternal Lab History: MCH-otherPregnancy:-0.568
Maternal Lab History: MCV-otherPregnancy:-0.533
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.518
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.425
Maternal Lab History: RDW-postPregnancy:0.351
Maternal Lab History: MCH-postPregnancy:-0.273
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.219
Maternal Lab History: MCV-postPregnancy:-0.210
Maternal Lab History: CALCIUM-otherPregnancy:-0.206
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.136
Maternal Procedure History:96372-otherPregnancy:0.120
Maternal Procedure History:S9470-postPregnancy:0.113
Diagnosis:9ccs128:Asthma:0.103
Diagnosis:9ccs259:Unclassified:0.100
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.096
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.093
Maternal Lab History: SODIUM-otherPregnancy:-0.091
Diagnosis:9ccs257:Ot aftercare:0.087
Vital: Ht-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 261 | OR_unadj: 0.765 [0.475 1.231] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.228
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.190
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.161
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.159
Maternal Lab History: WEIGHT-otherPregnancy:0.153
Maternal Procedure History:99000-postPregnancy:0.148
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.144
Maternal Lab History: AST-otherPregnancy:-0.143
Maternal Procedure History:86703-postPregnancy:0.138
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.133
Vital: Ht Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.527
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.139
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.121
Maternal Lab History: NT MoM-otherPregnancy:-0.120
Maternal Lab History: HCG-otherPregnancy:-0.117
Maternal Lab History: COLONY COUNT-postPregnancy:0.115
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.110
Maternal Lab History: APF MoM-otherPregnancy:-0.107
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.099
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.099
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.098
Maternal Lab History: TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 301 | OR_unadj: 0.727 [0.472 1.119] | indivs AUC:0.524
Correlated most with:
Maternal Lab History: TOTAL PROTEIN-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.843
Maternal Lab History: CALCIUM-postPregnancy:0.560
Maternal Lab History: Alk Phos-postPregnancy:-0.422
Maternal Lab History: LDH-postPregnancy:-0.372
Maternal Lab History: MAGNESIUM-postPregnancy:-0.297
Maternal Lab History: CHLORIDE-postPregnancy:-0.266
Maternal Lab History: SODIUM-postPregnancy:0.253
Maternal Lab History: GAMMA GT-postPregnancy:0.247
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.212
Vital: HR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 244 | OR_unadj: 0.917 [0.577 1.459] | indivs AUC:0.535
Correlated most with:
Maternal Lab History: ESTRIOL-otherPregnancy:-0.175
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.167
Maternal Lab History: WEIGHT-otherPregnancy:0.162
Maternal Lab History: PT-otherPregnancy:-0.161
Maternal Procedure History:86580-otherPregnancy:-0.156
Maternal Lab History: CALCIUM-otherPregnancy:0.151
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.130
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.126
Maternal Procedure History:93005-otherPregnancy:-0.125
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.120
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs138:Esophgeal dx:0.202
Diagnosis:9ccs141:Ot dx stomch:0.179
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.140
Diagnosis:9ccs133:Oth low resp:0.140
Maternal Lab History: HCG-otherPregnancy:0.134
Maternal Lab History: NT MoM-otherPregnancy:0.128
Maternal Lab History: INHMOM-postPregnancy:0.127
Diagnosis:9ccs155:Other GI dx:0.125
Diagnosis:9ccs257:Ot aftercare:0.111
* Maternal Lab History: CALCIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 316 | OR_unadj: 0.608 [0.394 0.938] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: CALCIUM-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.610
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.560
Maternal Lab History: LDH-postPregnancy:-0.378
Maternal Lab History: Alk Phos-postPregnancy:-0.331
Maternal Lab History: MAGNESIUM-postPregnancy:-0.274
Maternal Lab History: CHLORIDE-postPregnancy:-0.257
Maternal Lab History: HEMATOCRIT-postPregnancy:0.242
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.234
Maternal Lab History: CALCIUM-otherPregnancy:0.225
Maternal Lab History: RBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.692 [0.417 1.148] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: RBC-otherPregnancy:1.000
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.688
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.595
Maternal Lab History: MCV-otherPregnancy:-0.334
Maternal Lab History: MCH-otherPregnancy:-0.319
Maternal Lab History: RBC-postPregnancy:0.290
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.218
Maternal Procedure History:81000-otherPregnancy:-0.217
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.208
Maternal Lab History: ALBUMIN-otherPregnancy:0.199
Maternal Lab History: ALBUMIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 302 | OR_unadj: 0.804 [0.538 1.202] | indivs AUC:0.533
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:1.000
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.843
Maternal Lab History: CALCIUM-postPregnancy:0.610
Maternal Lab History: Alk Phos-postPregnancy:-0.530
Maternal Lab History: LDH-postPregnancy:-0.381
Maternal Lab History: SODIUM-postPregnancy:0.338
Maternal Lab History: MAGNESIUM-postPregnancy:-0.290
Maternal Lab History: HEMATOCRIT-postPregnancy:0.289
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.274
Maternal Lab History: RDW-postPregnancy:-0.265
Maternal Lab History: MCV-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.683 [0.426 1.095] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: MCV-otherPregnancy:1.000
Maternal Lab History: MCH-otherPregnancy:0.775
Maternal Lab History: RDW-otherPregnancy:-0.533
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.489
Maternal Lab History: MCV-postPregnancy:0.464
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.451
Maternal Lab History: MCH-postPregnancy:0.389
Maternal Lab History: RBC-otherPregnancy:-0.334
Maternal Lab History: RDW-postPregnancy:-0.301
Maternal Lab History: IRON-postPregnancy:0.233
Maternal Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.249 [0.758 2.058] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.373
Maternal Procedure History:45300-postPregnancy:0.122
Maternal Lab History: RDW-postPregnancy:0.112
Maternal Diagnosis:9ccs155:Other GI dx:0.112
Maternal Procedure History:85018-postPregnancy:0.107
Maternal Lab History: TP PERIOD-otherPregnancy:0.104
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.101
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.097
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 264 | OR_unadj: 0.823 [0.593 1.144] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.885
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.883
Maternal Lab History: CREATININE-otherPregnancy:-0.729
Maternal Procedure History:99000-otherPregnancy:-0.608
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.559
Maternal Procedure History:90656-otherPregnancy:-0.519
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.490
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.483
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.474
Maternal Lab History: ALT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 179 | OR_unadj: 1.389 [0.741 2.603] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: ALT-otherPregnancy:1.000
Maternal Lab History: AST-otherPregnancy:0.592
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.415
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.411
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.254
Maternal Lab History: AST (SGOT)-postPregnancy:0.224
Maternal Lab History: ALT-postPregnancy:0.189
Maternal Lab History: 3 HOUR-otherPregnancy:-0.169
Maternal Lab History: ANION GAP-otherPregnancy:0.162
Maternal Lab History: 1 HOUR-postPregnancy:-0.159
Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.497
Correlated most with:
Newborn Diagnosis:9ccs256:Exam/eval:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.332
Maternal Diagnosis:9ccs184:Early labor:0.288
Newborn Diagnosis:9ccs222:Perint jaund:0.269
Newborn Diagnosis:9ccs253:Allergy:0.218
Diagnosis:9ccs219:Low birth wt:0.214
Newborn Diagnosis:9ccs221:Resp distres:0.179
Maternal Diagnosis:9ccs191:Amnios dx:0.139
Maternal Diagnosis:9ccs182:Hemorr preg:0.131
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.483
Correlated most with:
Newborn Diagnosis:9ccs94:Other ear dx:1.000
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.397
Newborn Diagnosis:9ccs0:No DX:-0.355
Newborn Diagnosis:9ccs221:Resp distres:-0.124
Newborn Diagnosis:9ccs218:Liveborn:0.110
Diagnosis:9ccs213:Cardiac anom:-0.097
Maternal Lab History: COLONY COUNT-postPregnancy:-0.097
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.094
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.088
Maternal Diagnosis:9ccs182:Hemorr preg:-0.087
Maternal Lab History: ABS MONOCYTES-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.064 [0.620 1.824] | indivs AUC:0.471
Correlated most with:
Maternal Lab History: ABS MONOCYTES-otherPregnancy:1.000
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.611
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.580
Maternal Lab History: WBC-otherPregnancy:0.528
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.270
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.233
Maternal Lab History: Alk Phos-otherPregnancy:0.213
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.208
Maternal Lab History: PT-otherPregnancy:0.206
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.142
Maternal Procedure History:86580-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 191 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.507
Correlated most with:
Maternal Procedure History:86580-otherPregnancy:1.000
Maternal Procedure History:86580-postPregnancy:0.490
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.218
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.182
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.168
Maternal Lab History: 2 HOUR-otherPregnancy:0.144
Maternal Lab History: GLUCOSE-otherPregnancy:0.139
Maternal Procedure History:93005-otherPregnancy:0.137
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.134
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.133
Vital: Wt Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 299 | OR_unadj: 1.324 [0.896 1.956] | indivs AUC:0.531
Correlated most with:
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.136
Maternal Lab History: COLONY COUNT-postPregnancy:0.127
Maternal Lab History: NT MoM-otherPregnancy:-0.123
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.117
Maternal Lab History: HCG-otherPregnancy:-0.117
Maternal Lab History: INHMOM-postPregnancy:-0.116
Maternal Lab History: APF MoM-otherPregnancy:-0.115
Maternal Diagnosis:9ccs185:Long pregncy:0.114
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.114
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.114
Maternal Lab History: WBC-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.986 [0.618 1.573] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: WBC-otherPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.839
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.528
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.474
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.436
Maternal Lab History: WBC-postPregnancy:0.296
Maternal Lab History: ABS LYMPH-otherPregnancy:0.264
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.245
Maternal Lab History: POLYS-otherPregnancy:0.242
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.234
Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.212
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Diagnosis:9ccs91:Other eye dx:0.110
Diagnosis:9ccs95:Oth nerv dx:0.107
Maternal Lab History: HERPES II IgG-postPregnancy:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.089
Diagnosis:9ccs257:Ot aftercare:0.089
Diagnosis:9ccs133:Oth low resp:0.085
Lab:292495 LEAD LEVEL - Sunrise:0.085
* Maternal Diagnosis:9ccs184:Early labor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.572 [0.333 0.983] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.770
Diagnosis:9ccs219:Low birth wt:0.469
Newborn Diagnosis:9ccs256:Exam/eval:0.288
Newborn Diagnosis:9ccs222:Perint jaund:0.276
Maternal Diagnosis:9ccs182:Hemorr preg:0.250
Newborn Diagnosis:9ccs221:Resp distres:0.249
Newborn Diagnosis:9ccs253:Allergy:0.168
Maternal Diagnosis:9ccs183:HTN in preg:0.161
Maternal Diagnosis:9ccs185:Long pregncy:-0.146
Maternal Lab History: HEMATOCRIT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.895 [0.568 1.410] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: HEMATOCRIT-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.941
Maternal Lab History: RBC-otherPregnancy:0.688
Maternal Lab History: MCV-otherPregnancy:0.451
Maternal Lab History: RDW-otherPregnancy:-0.425
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.325
Maternal Lab History: ALBUMIN-otherPregnancy:0.296
Maternal Lab History: MCH-otherPregnancy:0.293
Maternal Lab History: HEMATOCRIT-postPregnancy:0.289
Maternal Lab History: CALCIUM-otherPregnancy:0.264
Maternal Diagnosis:9ccs187:Malposition | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 0.746 [0.443 1.257] | indivs AUC:0.481
Correlated most with:
Maternal Diagnosis:9ccs187:Malposition:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.140
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.132
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.125
Maternal Lab History: HERPES II IgG-postPregnancy:0.123
Maternal Lab History: ESTRIOL-postPregnancy:0.114
Maternal Lab History: URINE CULTURE-postPregnancy:0.103
Maternal Lab History: BETA HCG FREE-postPregnancy:0.099
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.098
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.096
Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs166:Oth male gen:1.000
Maternal Procedure History:96372-otherPregnancy:0.104
Diagnosis:9ccs165:Inf male gen:0.102
Diagnosis:9ccs62:Coag/hemr dx:0.098
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs159:UTI:0.086
Diagnosis:9ccs138:Esophgeal dx:0.086
Diagnosis:9ccs133:Oth low resp:0.083
Maternal Lab History: INR-postPregnancy:-0.079
Maternal Lab History: APTT-postPregnancy:-0.077
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs7:Viral infect:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.105
Number of Visits:0.101
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.095
Newborn Diagnosis:9ccs218:Liveborn:-0.094
Diagnosis:9ccs155:Other GI dx:0.094
Diagnosis:9ccs137:Mouth dx:0.085
Diagnosis:9ccs2603:E Codes: Fall:0.083
Diagnosis:9ccs200:Oth skin dx:0.082
Vital: Wt-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 266 | OR_unadj: 0.998 [0.625 1.594] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: WEIGHT-otherPregnancy:0.575
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.301
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.289
Maternal Lab History: WEIGHT-postPregnancy:0.268
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.228
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.208
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.203
Maternal Lab History: WBC-otherPregnancy:0.196
Maternal Lab History: ALT-otherPregnancy:0.192
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.183
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 1.037 [0.649 1.659] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.864
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.693
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.580
Maternal Lab History: WBC-otherPregnancy:0.436
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.371
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.233
Maternal Lab History: BASOPHIL-otherPregnancy:-0.223
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.214
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.208
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 180 | OR_unadj: 0.649 [0.338 1.249] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:1.000
Maternal Lab History: AST (SGOT)-otherPregnancy:0.189
Maternal Lab History: BILE ACIDS-otherPregnancy:0.172
Maternal Lab History: PTT-postPregnancy:0.149
Maternal Lab History: URINE PH-postPregnancy:-0.146
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.142
Maternal Lab History: BUN-otherPregnancy:0.136
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.136
Maternal Lab History: eGFR-postPregnancy:0.124
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.119
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 0.914 [0.647 1.292] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.946
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.885
Maternal Lab History: CREATININE-otherPregnancy:-0.727
Maternal Procedure History:99000-otherPregnancy:-0.595
Maternal Procedure History:90656-otherPregnancy:-0.558
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.496
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.484
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.466
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.414
Maternal Lab History: HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.728 [0.448 1.182] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: HEMOGLOBIN-otherPregnancy:1.000
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.941
Maternal Lab History: RBC-otherPregnancy:0.595
Maternal Lab History: MCH-otherPregnancy:0.534
Maternal Lab History: RDW-otherPregnancy:-0.518
Maternal Lab History: MCV-otherPregnancy:0.489
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.377
Maternal Lab History: ALBUMIN-otherPregnancy:0.317
Maternal Lab History: HEMATOCRIT-postPregnancy:0.313
Maternal Lab History: MCH-postPregnancy:0.289
Maternal Diagnosis:9ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 1.006 [0.664 1.525] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.663
Maternal Lab History: CREATININE-postPregnancy:-0.427
Maternal Procedure History:81000-postPregnancy:0.423
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.405
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.398
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.381
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.370
Maternal Lab History: CREATININE-otherPregnancy:-0.334
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.321
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 1.056 [0.704 1.585] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.784
Maternal Lab History: CREATININE-otherPregnancy:-0.512
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.490
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.484
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.480
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.305
Maternal Procedure History:99000-otherPregnancy:-0.296
Maternal Procedure History:90656-otherPregnancy:-0.278
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.276
Maternal Lab History: MCH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.728 [0.461 1.147] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: MCH-otherPregnancy:1.000
Maternal Lab History: MCV-otherPregnancy:0.775
Maternal Lab History: RDW-otherPregnancy:-0.568
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.534
Maternal Lab History: MCH-postPregnancy:0.447
Maternal Lab History: MCV-postPregnancy:0.414
Maternal Lab History: RDW-postPregnancy:-0.323
Maternal Lab History: RBC-otherPregnancy:-0.319
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.293
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.281
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.880 [0.621 1.247] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.946
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.883
Maternal Lab History: CREATININE-otherPregnancy:-0.738
Maternal Procedure History:99000-otherPregnancy:-0.600
Maternal Procedure History:90656-otherPregnancy:-0.532
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.498
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.480
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.465
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.430
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.190 [0.724 1.954] | indivs AUC:0.482
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:1.000
Maternal Lab History: WBC-otherPregnancy:0.839
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.693
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.587
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.580
Maternal Lab History: WBC-postPregnancy:0.228
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.227
Maternal Lab History: LDH-otherPregnancy:0.201
Maternal Lab History: URINE KETONES-otherPregnancy:0.199
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.176
Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135
Diagnosis:9ccs216:Nerv cong an:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.085
Diagnosis:9ccs255:Social admin:0.076
Diagnosis:9ccs137:Mouth dx:0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.074
Diagnosis:9ccs4:Mycoses:0.074
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.072
Newborn Diagnosis:9ccs213:Cardiac anom:0.070
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 171 | OR_unadj: 0.665 [0.363 1.217] | indivs AUC:0.466
Correlated most with:
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:1.000
Maternal Lab History: AFP-postPregnancy:0.421
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.307
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.303
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.303
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.185
Maternal Lab History: ALBUMIN-postPregnancy:-0.130
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.128
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.127
Maternal Lab History: FERRITIN-otherPregnancy:0.125
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Diagnosis:9ccs258:Other screen:0.184
Diagnosis:9ccs200:Oth skin dx:0.169
Diagnosis:9ccs7:Viral infect:0.129
Diagnosis:9ccs155:Other GI dx:0.129
Diagnosis:9ccs256:Exam/eval:0.127
Diagnosis:9ccs133:Oth low resp:0.124
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.118
Diagnosis:9ccs197:Skin infectn:0.115
Maternal Lab History: AST-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 172 | OR_unadj: 1.437 [0.845 2.445] | indivs AUC:0.514
Correlated most with:
Maternal Lab History: AST-otherPregnancy:1.000
Maternal Lab History: ALT-otherPregnancy:0.592
Maternal Lab History: PT-otherPregnancy:0.331
Maternal Lab History: Alk Phos-otherPregnancy:0.300
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.275
Maternal Lab History: GAMMA GT-otherPregnancy:0.249
Maternal Lab History: AST (SGOT)-postPregnancy:0.241
Maternal Lab History: PTT-otherPregnancy:-0.228
Maternal Lab History: AFP-postPregnancy:0.178
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.174
Maternal Lab History: MONOCYTES-5P-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 194 | OR_unadj: 0.948 [0.556 1.615] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: MONOCYTES-5P-otherPregnancy:1.000
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.611
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.273
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.208
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.186
Maternal Lab History: Alk Phos-otherPregnancy:0.178
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.176
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.165
Maternal Procedure History:96372-otherPregnancy:0.159
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.157
Maternal Procedure History:99401-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.062 [0.423 2.663] | indivs AUC:0.506
Correlated most with:
Maternal Procedure History:99401-postPregnancy:1.000
Maternal Procedure History:86703-postPregnancy:0.504
Maternal Procedure History:99401-otherPregnancy:0.483
Maternal Procedure History:81000-postPregnancy:0.343
Maternal Procedure History:99000-postPregnancy:0.236
Maternal Procedure History:86703-otherPregnancy:0.211
Maternal Procedure History:36415-postPregnancy:0.201
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.197
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.179
Maternal Lab History: HCG-otherPregnancy:0.175
Maternal Lab History: CREATININE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: CREATININE-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.738
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.729
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.727
Maternal Procedure History:99000-otherPregnancy:0.549
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.512
Maternal Procedure History:90656-otherPregnancy:0.467
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.417
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.334
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.333
Maternal Lab History: AFP-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 121 | OR_unadj: 0.583 [0.244 1.394] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: AFP-postPregnancy:1.000
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.426
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.421
Maternal Lab History: ESTRIOL-postPregnancy:0.326
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.262
Maternal Lab History: AFP-otherPregnancy:0.234
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.182
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.181
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.181
Maternal Lab History: AST-otherPregnancy:0.178
Maternal Lab History: EOSINOPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 234 | OR_unadj: 0.841 [0.497 1.425] | indivs AUC:0.514
Correlated most with:
Maternal Lab History: EOSINOPHIL-otherPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.371
Maternal Lab History: EOSINOPHIL-postPregnancy:0.354
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.211
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.206
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.185
Maternal Procedure History:99401-postPregnancy:-0.163
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.163
Maternal Lab History: BASOPHIL-otherPregnancy:0.158
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.145
Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.184
Diagnosis:9ccs155:Other GI dx:0.140
Diagnosis:9ccs200:Oth skin dx:0.140
Diagnosis:9ccs154:Gastroent:0.138
Diagnosis:9ccs239:Superfic inj:0.127
Diagnosis:9ccs253:Allergy:0.118
Diagnosis:9ccs258:Other screen:0.102
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.102
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.097
Maternal Lab History: HEMOGLOBIN A1-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 184 | OR_unadj: 0.770 [0.496 1.197] | indivs AUC:0.480
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.853
Maternal Lab History: CREATININE-postPregnancy:-0.366
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.264
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.234
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.232
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.180
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.171
Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.161
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.150
Maternal Procedure History:36415-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 139 | OR_unadj: 0.436 [0.153 1.241] | indivs AUC:0.506
Correlated most with:
Maternal Procedure History:36415-postPregnancy:1.000
Maternal Procedure History:36415-otherPregnancy:0.264
Maternal Procedure History:86703-postPregnancy:0.228
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.224
Maternal Lab History: INHMOM-otherPregnancy:0.216
Maternal Procedure History:90471-postPregnancy:0.215
Maternal Lab History: APF MoM-otherPregnancy:0.202
Maternal Procedure History:99401-postPregnancy:0.201
Maternal Lab History: HCG-otherPregnancy:0.191
Maternal Procedure History:81000-postPregnancy:0.187
Maternal Lab History: ABS LYMPH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.135 [0.693 1.860] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: ABS LYMPH-otherPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.586
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.580
Maternal Lab History: WBC-otherPregnancy:0.264
Maternal Lab History: ABS LYMPH-postPregnancy:0.238
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.237
Maternal Lab History: 2 HOUR-otherPregnancy:-0.184
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.151
Maternal Procedure History:96372-otherPregnancy:-0.139
Maternal Lab History: 2 HOUR-postPregnancy:-0.134
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 0.955 [0.470 1.937] | indivs AUC:0.531
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:1.000
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.238
Maternal Lab History: LIPASE-postPregnancy:-0.180
Maternal Lab History: O2 SATURATION-postPregnancy:-0.158
Maternal Lab History: PO2-postPregnancy:-0.153
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.134
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.131
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.129
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.128
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.126
Maternal Lab History: NO. OF FETUSES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: nan [ nan nan] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: NO. OF FETUSES-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.440
Maternal Lab History: CREATININE-postPregnancy:0.435
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.313
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.308
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.290
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.283
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.282
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.265
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.262
Maternal Lab History: MPV-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 206 | OR_unadj: 0.591 [0.325 1.076] | indivs AUC:0.527
Correlated most with:
Maternal Lab History: MPV-otherPregnancy:1.000
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.453
Maternal Lab History: MPV-postPregnancy:0.404
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.177
Maternal Procedure History:90801-postPregnancy:0.165
Maternal Lab History: URINE PH-otherPregnancy:-0.164
Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.153
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.149
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:-0.139
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.134
Maternal Lab History: HDL CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 0.720 [0.333 1.553] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.544
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.350
Maternal Lab History: VLDL-postPregnancy:-0.267
Maternal Lab History: CHOLESTEROL-postPregnancy:0.250
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.195
Maternal Lab History: UIBC-postPregnancy:0.171
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:-0.170
Maternal Lab History: VITAMIN B-12-postPregnancy:0.161
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.157
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.472
Diagnosis:9ccs159:UTI:0.225
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.148
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.146
Diagnosis:9ccs163:Other GU dx:0.124
Diagnosis:9ccs83:Epilepsy/cnv:0.118
Newborn Diagnosis:9ccs217:Ot cong anom:0.105
Diagnosis:9ccs213:Cardiac anom:0.101
Maternal Lab History: LIPASE-postPregnancy:0.097
Maternal Lab History: URINE PROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: URINE PROTEIN-postPregnancy:1.000
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.348
Maternal Lab History: FIBRINOGEN-postPregnancy:0.215
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.214
Newborn Diagnosis:9ccs221:Resp distres:0.211
Maternal Lab History: PT-postPregnancy:-0.191
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.180
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.179
Maternal Diagnosis:9ccs168:PID:0.176
Maternal Procedure History:90772-postPregnancy:-0.153
Maternal Lab History: TSH THIRD GENERATION-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor:0.275
Maternal Lab History: GFR Calculation-postPregnancy:0.225
Maternal Lab History: GFR in African American-postPregnancy:0.225
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.212
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.195
Maternal Lab History: FREE T-4-postPregnancy:0.183
Maternal Lab History: HCG-otherPregnancy:-0.178
Maternal Lab History: NT MoM-otherPregnancy:-0.174
Maternal Lab History: INHMOM-otherPregnancy:-0.171
Maternal Diagnosis:9ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.825 [0.473 1.439] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.310
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.266
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.232
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.229
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.228
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.219
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.196
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.190
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.187
Maternal Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 1.619 [0.853 3.076] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c:1.000
Maternal Diagnosis:9ccs186:DM in preg:0.454
Newborn Diagnosis:9ccs259:Unclassified:0.168
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.127
MatDeliveryAge:0.121
Maternal Lab History: TP VOLUME-otherPregnancy:0.115
Lab:294147 FREE T4 - LMC:-0.114
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.108
Newborn Diagnosis:9ccs253:Allergy:0.104
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.103
Maternal Procedure History:99401-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 204 | OR_unadj: 1.233 [0.723 2.104] | indivs AUC:0.491
Correlated most with:
Maternal Procedure History:99401-otherPregnancy:1.000
Maternal Procedure History:99401-postPregnancy:0.483
Maternal Procedure History:86703-otherPregnancy:0.463
Maternal Procedure History:81000-otherPregnancy:0.312
Maternal Procedure History:86703-postPregnancy:0.242
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.187
Maternal Procedure History:99000-postPregnancy:0.176
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.157
Maternal Procedure History:90656-otherPregnancy:-0.156
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.154
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.883 [0.329 2.367] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.706
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.216
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.202
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.196
Maternal Lab History: GLUCOSE-postPregnancy:0.196
Maternal Lab History: LDL-postPregnancy:0.181
Maternal Lab History: MAGNESIUM-postPregnancy:0.180
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.178
Maternal Lab History: PROLACTIN-postPregnancy:-0.172
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 98 | OR_unadj: 0.677 [0.391 1.170] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.323
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.299
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.290
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.290
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.261
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.256
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.254
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.249
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.243
Maternal Lab History: WEIGHT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 126 | OR_unadj: 1.596 [0.876 2.909] | indivs AUC:0.481
Correlated most with:
Maternal Lab History: WEIGHT-postPregnancy:1.000
Maternal Lab History: WEIGHT-otherPregnancy:0.236
Maternal Lab History: TP VOLUME-otherPregnancy:0.190
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.173
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.171
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.166
Maternal Lab History: LDL-postPregnancy:0.164
Maternal Lab History: AFP-postPregnancy:-0.162
Maternal Procedure History:36415-postPregnancy:-0.141
Maternal Lab History: AFP-otherPregnancy:-0.139
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 60 | OR_unadj: 1.186 [0.654 2.152] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.360
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.345
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.330
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.305
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.285
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.270
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.260
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.247
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.247
Maternal Lab History: RUBELLA-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.482 [0.169 1.381] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: RUBELLA-otherPregnancy:1.000
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.284
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.219
Maternal Lab History: RUBELLA-postPregnancy:0.217
Maternal Lab History: URINE KETONES-otherPregnancy:0.194
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.183
Maternal Lab History: eGFR-otherPregnancy:-0.170
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.169
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.161
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.154
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 205 | OR_unadj: 0.903 [0.538 1.515] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.784
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.293
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.232
Maternal Lab History: RBC-otherPregnancy:-0.172
Maternal Lab History: MCV-otherPregnancy:0.169
Maternal Procedure History:90801-postPregnancy:-0.168
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.164
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.156
Maternal Lab History: MCH-otherPregnancy:0.155
Maternal Lab History: LYMPHOCYTE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 234 | OR_unadj: 0.751 [0.451 1.250] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: LYMPHOCYTE-otherPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.864
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.587
Maternal Lab History: ABS LYMPH-otherPregnancy:0.586
Maternal Lab History: WBC-otherPregnancy:-0.474
Maternal Lab History: POLYS-otherPregnancy:-0.413
Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.270
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.258
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.227
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.206
Maternal Lab History: PLATELET COUNT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 1.095 [0.706 1.699] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: PLATELET COUNT-otherPregnancy:1.000
Maternal Lab History: MPV-otherPregnancy:-0.453
Maternal Lab History: PLATELET COUNT-postPregnancy:0.441
Maternal Lab History: MCH-otherPregnancy:-0.262
Maternal Lab History: MPV-postPregnancy:-0.240
Maternal Lab History: ABS LYMPH-otherPregnancy:0.237
Maternal Lab History: MCV-otherPregnancy:-0.206
Maternal Lab History: POTASSIUM-otherPregnancy:0.198
Maternal Lab History: APF MoM-otherPregnancy:-0.185
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.185
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.703 [0.412 1.198] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.359
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.329
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.324
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.297
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.280
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.280
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.279
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.278
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.273
Maternal Lab History: TRIGLYCERIDE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.428 [0.724 2.816] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: TRIGLYCERIDE-postPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.660
Maternal Lab History: VLDL-postPregnancy:0.584
Maternal Lab History: CHOLESTEROL-postPregnancy:0.449
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.412
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.350
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.289
Maternal Lab History: AST (SGOT)-postPregnancy:0.258
Maternal Lab History: ALT-postPregnancy:0.235
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.227
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.179
Diagnosis:9ccs216:Nerv cong an:0.156
Diagnosis:9ccs211:Ot conn tiss:0.147
Diagnosis:9ccs217:Ot cong anom:0.107
Newborn Diagnosis:9ccs219:Low birth wt:0.105
Maternal Lab History: PROLACTIN-postPregnancy:0.102
Diagnosis:9ccs94:Other ear dx:0.101
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.100
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.098
Maternal Lab History: BASOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 213 | OR_unadj: 0.879 [0.510 1.514] | indivs AUC:0.514
Correlated most with:
Maternal Lab History: BASOPHIL-otherPregnancy:1.000
Maternal Lab History: MONOCYTE-otherPregnancy:0.294
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.223
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.214
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.194
Maternal Lab History: BASOPHIL-postPregnancy:0.186
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.170
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.169
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.169
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.169
Maternal Lab History: CHLORIDE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.025 [0.629 1.671] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: CHLORIDE-otherPregnancy:1.000
Maternal Lab History: SODIUM-otherPregnancy:0.423
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.312
Maternal Lab History: ALBUMIN-otherPregnancy:-0.268
Maternal Lab History: CALCIUM-otherPregnancy:-0.223
Maternal Lab History: ANION GAP-otherPregnancy:-0.202
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.176
Maternal Lab History: CHLORIDE-postPregnancy:0.172
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.163
* Maternal Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.931 [1.020 3.653] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs188:Pelvic obstr:1.000
Diagnosis:9ccs223:Birth trauma:0.152
Maternal Lab History: COLONY COUNT-postPregnancy:0.144
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.124
Maternal Diagnosis:9ccs155:Other GI dx:0.107
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.091
Diagnosis:9ccs165:Inf male gen:0.086
Diagnosis:9ccs251:Abdomnl pain:0.086
Maternal Lab History: O2 SATURATION-postPregnancy:-0.085
Maternal Diagnosis:9ccs59:Anemia:0.084
Maternal Lab History: URINE KETONES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: URINE KETONES-postPregnancy:1.000
Maternal Lab History: AMYLASE-postPregnancy:-0.326
Maternal Lab History: LIPASE-postPregnancy:-0.322
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.227
Lab:297275 STREP RAPID TEST (POCT):0.215
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.175
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.159
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.141
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.137
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.132
Maternal Lab History: TOTAL PROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 180 | OR_unadj: 0.852 [0.495 1.466] | indivs AUC:0.475
Correlated most with:
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.757
Maternal Lab History: CALCIUM-otherPregnancy:0.528
Maternal Lab History: CHLORIDE-otherPregnancy:-0.312
Maternal Lab History: BUN-otherPregnancy:0.292
Maternal Lab History: RBC-otherPregnancy:0.218
Maternal Lab History: Alk Phos-otherPregnancy:-0.215
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.212
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.200
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.196
Maternal Lab History: GAMMA GT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 95 | OR_unadj: 0.527 [0.156 1.782] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: GAMMA GT-postPregnancy:1.000
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.418
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.247
Maternal Lab History: AMYLASE-postPregnancy:0.222
Maternal Lab History: ALBUMIN-postPregnancy:0.195
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.180
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.157
Diagnosis:9ccs242:Poisn ot med:0.155
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.155
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.142
Maternal Lab History: LDL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 62 | OR_unadj: 1.078 [0.459 2.531] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: LDL-postPregnancy:1.000
Maternal Lab History: CHOLESTEROL-postPregnancy:0.627
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.433
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.241
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.228
Maternal Lab History: TP VOLUME-otherPregnancy:0.212
Maternal Lab History: URIC ACID-postPregnancy:-0.197
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.191
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.181
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.181
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Number of Visits:0.180
Diagnosis:9ccs128:Asthma:0.160
Diagnosis:9ccs133:Oth low resp:0.155
Diagnosis:9ccs122:Pneumonia:0.127
Diagnosis:9ccs126:Ot up rsp in:0.125
Diagnosis:9ccs125:Bronchitis:0.120
Diagnosis:9ccs258:Other screen:0.103
Diagnosis:9ccs134:Ot uppr resp:0.099
Diagnosis:9ccs7:Viral infect:0.093
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.700 [0.339 1.446] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:1.000
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.302
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.302
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.277
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.261
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.249
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.248
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.247
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.246
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.236
Maternal Lab History: ALBUMIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 0.865 [0.503 1.490] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: ALBUMIN-otherPregnancy:1.000
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.757
Maternal Lab History: CALCIUM-otherPregnancy:0.650
Maternal Lab History: Alk Phos-otherPregnancy:-0.417
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.317
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.296
Maternal Lab History: BUN-otherPregnancy:0.280
Maternal Lab History: CHLORIDE-otherPregnancy:-0.268
Maternal Lab History: A/G-otherPregnancy:0.261
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.242
Maternal Lab History: CALCIUM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 0.841 [0.497 1.425] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: CALCIUM-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.650
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.528
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.264
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.258
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.257
Maternal Lab History: Alk Phos-otherPregnancy:-0.248
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.244
Maternal Lab History: HCG-otherPregnancy:0.241
Maternal Lab History: INHMOM-otherPregnancy:0.236
* Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.473
Newborn Diagnosis:9ccs213:Cardiac anom:0.441
Newborn Diagnosis:9ccs96:Hrt valve dx:0.329
Diagnosis:9ccs117:Ot circul dx:0.225
Diagnosis:9ccs89:Blindness:0.129
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.123
Number of Visits:0.110
Diagnosis:9ccs161:Ot dx kidney:0.101
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.098
Maternal Lab History: ESTRIOL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 160 | OR_unadj: 0.771 [0.398 1.497] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: ESTRIOL-postPregnancy:1.000
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.589
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.486
Maternal Lab History: URINE CULTURE-postPregnancy:0.358
Maternal Lab History: AFP-postPregnancy:0.326
Maternal Lab History: ESTRIOL-otherPregnancy:0.273
Maternal Diagnosis:9ccs149:Biliary dx:0.206
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.193
Diagnosis:9ccs219:Low birth wt:0.187
Maternal Lab History: AFP-otherPregnancy:0.185
Maternal Lab History: CARBON DIOXIDE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 0.962 [0.586 1.581] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:1.000
Maternal Lab History: ANION GAP-otherPregnancy:-0.351
Maternal Lab History: CHLORIDE-otherPregnancy:-0.183
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.177
Maternal Lab History: ALBUMIN-otherPregnancy:0.167
Maternal Lab History: CALCIUM-otherPregnancy:0.164
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.154
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.153
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.153
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.152
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.108
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.093
Maternal Lab History: GFR in African American-otherPregnancy:-0.092
Maternal Lab History: GFR Calculation-otherPregnancy:-0.092
Newborn Diagnosis:9ccs222:Perint jaund:0.087
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.085
Diagnosis:9ccs155:Other GI dx:0.081
Maternal Procedure History:76830-postPregnancy:0.080
Maternal Diagnosis:9ccs59:Anemia:0.079
Maternal Procedure History:90471-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 111 | OR_unadj: 0.618 [0.258 1.483] | indivs AUC:0.483
Correlated most with:
Maternal Procedure History:90471-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:0.419
Maternal Procedure History:90656-postPregnancy:0.303
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.236
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.231
Maternal Procedure History:36415-postPregnancy:0.215
Maternal Lab History: BASE DEFICIT-postPregnancy:0.214
Maternal Lab History: BICARBONATE-postPregnancy:-0.211
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.210
Maternal Lab History: NT MoM-otherPregnancy:0.207
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.705 [0.400 1.243] | indivs AUC:0.478
Correlated most with:
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.333
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.282
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.281
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.244
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.241
Maternal Lab History: CREATININE-postPregnancy:-0.237
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.231
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.200
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.199
Maternal Procedure History:58300-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 87 | OR_unadj: nan [ nan nan] | indivs AUC:0.510
Correlated most with:
Maternal Procedure History:58300-postPregnancy:1.000
Maternal Procedure History:J7300-postPregnancy:0.742
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.458
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.305
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.228
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.212
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.210
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.205
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.196
Maternal Diagnosis:9ccs159:UTI-postPregnancy:-0.174
Maternal Lab History: POTASSIUM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.188 [0.698 2.022] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: POTASSIUM-otherPregnancy:1.000
Maternal Lab History: POTASSIUM-postPregnancy:0.235
Maternal Lab History: CALCIUM-otherPregnancy:0.205
Maternal Lab History: GAMMA GT-otherPregnancy:0.199
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.198
Maternal Lab History: LDH-otherPregnancy:0.188
Maternal Lab History: ALBUMIN-otherPregnancy:0.172
Maternal Procedure History:36415-otherPregnancy:-0.167
Maternal Procedure History:90656-otherPregnancy:0.150
Maternal Lab History: FASTING-postPregnancy:0.149
Maternal Lab History: CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 0.902 [0.461 1.766] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: CHOLESTEROL-postPregnancy:1.000
Maternal Lab History: LDL-postPregnancy:0.627
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.529
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.449
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.403
Maternal Lab History: VLDL-postPregnancy:0.299
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.250
Maternal Lab History: URIC ACID-postPregnancy:-0.205
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.180
Maternal Lab History: AST (SGOT)-postPregnancy:0.172
Maternal Lab History: BUN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.120 [0.580 2.166] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: BUN-otherPregnancy:1.000
Maternal Lab History: HCG-otherPregnancy:0.297
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.292
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.281
Maternal Lab History: ALBUMIN-otherPregnancy:0.280
Maternal Lab History: BUN-postPregnancy:0.252
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.251
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.246
Maternal Lab History: INHMOM-otherPregnancy:0.232
Maternal Lab History: NT MoM-otherPregnancy:0.229
Maternal Lab History: SODIUM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.115 [0.674 1.845] | indivs AUC:0.524
Correlated most with:
Maternal Lab History: SODIUM-otherPregnancy:1.000
Maternal Lab History: CHLORIDE-otherPregnancy:0.423
Maternal Lab History: ANION GAP-otherPregnancy:0.303
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.173
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.172
Maternal Lab History: PTT-otherPregnancy:0.168
Maternal Lab History: O2 SATURATION-postPregnancy:0.149
Maternal Lab History: SODIUM-postPregnancy:0.145
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.143
Maternal Lab History: ALBUMIN-otherPregnancy:0.141
Maternal Lab History: MONOS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.746 [0.373 1.490] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: MONOS-postPregnancy:1.000
Maternal Lab History: POLYS-postPregnancy:-0.279
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.266
Maternal Lab History: MONOS-otherPregnancy:0.237
Maternal Lab History: HERPES II IgG-postPregnancy:0.171
Maternal Procedure History:90801-postPregnancy:0.169
Maternal Lab History: INHMOM-postPregnancy:-0.169
Maternal Lab History: POLYS-otherPregnancy:-0.161
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.152
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.147
Maternal Procedure History:99000-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 110 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.608
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.600
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.595
Maternal Lab History: CREATININE-otherPregnancy:0.549
Maternal Procedure History:90656-otherPregnancy:0.349
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.338
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.337
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.296
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.278
Maternal Lab History: Alk Phos-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 1.186 [0.654 2.152] | indivs AUC:0.474
Correlated most with:
Maternal Lab History: Alk Phos-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:-0.417
Maternal Lab History: AST-otherPregnancy:0.300
Maternal Lab History: AST (SGOT)-otherPregnancy:0.289
Maternal Lab History: Alk Phos-postPregnancy:0.282
Maternal Lab History: CALCIUM-otherPregnancy:-0.248
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.221
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.219
Maternal Lab History: 1 HOUR-otherPregnancy:-0.218
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.215
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Diagnosis:9ccs134:Ot uppr resp:0.127
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.120
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.115
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.111
Maternal Lab History: TP PERIOD-otherPregnancy:0.108
Maternal Lab History: GFR in African American-otherPregnancy:0.098
Maternal Lab History: GFR Calculation-otherPregnancy:0.098
Diagnosis:9ccs126:Ot up rsp in:0.095
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.093
Maternal Lab History: RUBELLA-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 146 | OR_unadj: 0.683 [0.318 1.470] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: RUBELLA-postPregnancy:1.000
Maternal Lab History: RUBELLA-otherPregnancy:0.217
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.153
Maternal Lab History: COLONY COUNT-postPregnancy:0.149
Maternal Lab History: AFP-postPregnancy:0.147
Maternal Procedure History:J1055-postPregnancy:0.124
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.119
Maternal Lab History: PT-otherPregnancy:0.118
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.117
Maternal Lab History: WEIGHT-postPregnancy:-0.107
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.652 [0.348 1.221] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.365
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.355
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.332
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.330
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.302
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.289
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.282
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.280
Maternal Lab History: CREATININE-postPregnancy:-0.267
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 186 | OR_unadj: 1.175 [0.737 1.873] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.294
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.178
Maternal Lab History: SODIUM-otherPregnancy:-0.173
Maternal Lab History: BUN-otherPregnancy:0.171
Maternal Lab History: ANION GAP-otherPregnancy:-0.167
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.165
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.157
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.157
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.148
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 98 | OR_unadj: 1.401 [0.691 2.840] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:1.000
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.279
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.276
Maternal Lab History: URINE SUGAR-postPregnancy:-0.250
Maternal Lab History: PTT-otherPregnancy:-0.220
Maternal Lab History: INR-otherPregnancy:-0.209
Maternal Diagnosis:9ccs0:No DX:-0.127
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.124
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.122
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.115
Maternal Lab History: POLYS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.779 [0.412 1.471] | indivs AUC:0.527
Correlated most with:
Maternal Lab History: POLYS-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.374
Maternal Lab History: MONOS-postPregnancy:-0.279
Maternal Lab History: POLYS-otherPregnancy:0.277
Maternal Procedure History:81000-postPregnancy:0.269
Maternal Lab History: BASOPHIL-postPregnancy:-0.242
Maternal Lab History: URINE CULTURE-postPregnancy:-0.203
Maternal Lab History: WBC-postPregnancy:0.187
Maternal Lab History: IRON-postPregnancy:-0.173
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.169
Maternal Lab History: AST (SGOT)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 83 | OR_unadj: 0.501 [0.149 1.690] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: AST (SGOT)-postPregnancy:1.000
Maternal Lab History: ALT-postPregnancy:0.459
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.453
Maternal Lab History: VLDL-postPregnancy:0.428
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.410
Maternal Lab History: GLUCOSE-postPregnancy:0.400
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.327
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.294
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.258
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.250
Maternal Lab History: VLDL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 69 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: VLDL-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.584
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.502
Maternal Lab History: AST (SGOT)-postPregnancy:0.428
Maternal Lab History: GLUCOSE-postPregnancy:0.313
Maternal Lab History: CHOLESTEROL-postPregnancy:0.299
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.277
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.267
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.249
Maternal Lab History: ALT-postPregnancy:0.243
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs258:Other screen:0.165
Diagnosis:9ccs200:Oth skin dx:0.105
Diagnosis:9ccs197:Skin infectn:0.104
Diagnosis:9ccs239:Superfic inj:0.094
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.093
Diagnosis:9ccs7:Viral infect:0.091
Diagnosis:9ccs147:Anal/rectal:0.087
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.085
Diagnosis:9ccs136:Teeth dx:0.085
Vital : 0.876388501329
MatDeliveryAge : 0.0107556211208
Number of Visits : 0.0104297298157
Maternal Diagnosis : 0.015101932519
Census : 0.0571045881607
Diagnosis : 0.0154185310726
Newborn Diagnosis : 0.00257041519394
Maternal Lab History : 0.0112502925882
Maternal Procedure History : 0.000790210173582
Lab : 0.00019017802656
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_index_min_5_full
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_results_min_5_full
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_models_min_5_full.pkl
-----------------------------------------------------
boys min_5 full gradientboost
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.250
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.811, R^2 test: 0.246
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.253
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.962, Explained Variance Score Train: 0.794
AUC Validation: 0.740, Explained Variance Score Validation: 0.069
AUC Test: 0.760, Explained Variance Score Test: 0.273
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: 0.240
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.780, R^2 test: 0.247
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: 0.252
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.978, Explained Variance Score Train: 0.740
AUC Validation: 0.734, Explained Variance Score Validation: 0.150
AUC Test: 0.774, Explained Variance Score Test: 0.251
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.800, R^2 test: 0.229
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.875, R^2 test: 0.251
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.886, R^2 test: 0.251
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.981, Explained Variance Score Train: 0.834
AUC Validation: 0.789, Explained Variance Score Validation: 0.261
AUC Test: 0.766, Explained Variance Score Test: 0.272
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: 0.160
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.852, R^2 test: 0.184
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.145
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.964, Explained Variance Score Train: 0.775
AUC Validation: 0.684, Explained Variance Score Validation: 0.230
AUC Test: 0.726, Explained Variance Score Test: 0.185
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: 0.192
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.198
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.195
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.994, Explained Variance Score Train: 0.896
AUC Validation: 0.640, Explained Variance Score Validation: 0.142
AUC Test: 0.736, Explained Variance Score Test: 0.201
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.215
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.236
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.241
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.990, Explained Variance Score Train: 0.890
AUC Validation: 0.769, Explained Variance Score Validation: 0.283
AUC Test: 0.761, Explained Variance Score Test: 0.198
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.820, R^2 test: 0.231
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: 0.243
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.868, R^2 test: 0.251
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.999, Explained Variance Score Train: 0.887
AUC Validation: 0.694, Explained Variance Score Validation: 0.129
AUC Test: 0.764, Explained Variance Score Test: 0.263
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.855, R^2 test: 0.250
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.261
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.906, R^2 test: 0.263
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.975, Explained Variance Score Train: 0.943
AUC Validation: 0.648, Explained Variance Score Validation: 0.164
AUC Test: 0.753, Explained Variance Score Test: 0.262
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.664, R^2 test: 0.203
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.726, R^2 test: 0.174
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.711, R^2 test: 0.211
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.998, Explained Variance Score Train: 0.758
AUC Validation: 0.617, Explained Variance Score Validation: 0.118
AUC Test: 0.730, Explained Variance Score Test: 0.178
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.719, R^2 test: 0.179
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.821, R^2 test: 0.175
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.184
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.984, Explained Variance Score Train: 0.842
AUC Validation: 0.791, Explained Variance Score Validation: 0.176
AUC Test: 0.743, Explained Variance Score Test: 0.169
total variables 843 and total subjects: 1751
->AUC validation: 0.711 95% CI: [0.673 , 0.748]
->AUC test: 0.751 95% CI: [0.742 , 0.761]
->Explained Variance (R2) validation: 0.172 95% CI: [0.133 , 0.211]
->Explained Variance (R2) test: 0.225 95% CI: [0.200 , 0.250]
Test set metrics:
@threshold:1.031, sens:0.000, spec:1.000, ppv:0.000, acc:0.774, f1:0.000, total+:0, total-:350
@threshold:1.024, sens:0.013, spec:1.000, ppv:1.000, acc:0.777, f1:0.025, total+:1, total-:349
@threshold:0.980, sens:0.025, spec:1.000, ppv:1.000, acc:0.780, f1:0.049, total+:2, total-:348
@threshold:0.780, sens:0.101, spec:0.996, ppv:0.889, acc:0.794, f1:0.182, total+:9, total-:341
@threshold:0.728, sens:0.114, spec:0.996, ppv:0.900, acc:0.797, f1:0.202, total+:10, total-:340
@threshold:0.637, sens:0.177, spec:0.993, ppv:0.875, acc:0.809, f1:0.295, total+:16, total-:334
@threshold:0.591, sens:0.190, spec:0.982, ppv:0.750, acc:0.803, f1:0.303, total+:20, total-:330
@threshold:0.578, sens:0.203, spec:0.978, ppv:0.727, acc:0.803, f1:0.317, total+:22, total-:328
@threshold:0.494, sens:0.215, spec:0.963, ppv:0.630, acc:0.794, f1:0.321, total+:27, total-:323
@threshold:0.472, sens:0.215, spec:0.959, ppv:0.607, acc:0.791, f1:0.318, total+:28, total-:322
@threshold:0.423, sens:0.228, spec:0.948, ppv:0.562, acc:0.786, f1:0.324, total+:32, total-:318
@threshold:0.401, sens:0.228, spec:0.945, ppv:0.545, acc:0.783, f1:0.321, total+:33, total-:317
@threshold:0.367, sens:0.241, spec:0.937, ppv:0.528, acc:0.780, f1:0.330, total+:36, total-:314
@threshold:0.360, sens:0.241, spec:0.934, ppv:0.514, acc:0.777, f1:0.328, total+:37, total-:313
@threshold:0.335, sens:0.253, spec:0.934, ppv:0.526, acc:0.780, f1:0.342, total+:38, total-:312
@threshold:0.275, sens:0.278, spec:0.930, ppv:0.537, acc:0.783, f1:0.367, total+:41, total-:309
@threshold:0.271, sens:0.291, spec:0.930, ppv:0.548, acc:0.786, f1:0.380, total+:42, total-:308
@threshold:0.262, sens:0.291, spec:0.926, ppv:0.535, acc:0.783, f1:0.377, total+:43, total-:307
@threshold:0.244, sens:0.304, spec:0.923, ppv:0.533, acc:0.783, f1:0.387, total+:45, total-:305
@threshold:0.237, sens:0.316, spec:0.919, ppv:0.532, acc:0.783, f1:0.397, total+:47, total-:303
@threshold:0.236, sens:0.329, spec:0.915, ppv:0.531, acc:0.783, f1:0.406, total+:49, total-:301
@threshold:0.219, sens:0.342, spec:0.911, ppv:0.529, acc:0.783, f1:0.415, total+:51, total-:299
@threshold:0.169, sens:0.354, spec:0.878, ppv:0.459, acc:0.760, f1:0.400, total+:61, total-:289
@threshold:0.144, sens:0.392, spec:0.875, ppv:0.477, acc:0.766, f1:0.431, total+:65, total-:285
@threshold:0.134, sens:0.405, spec:0.871, ppv:0.478, acc:0.766, f1:0.438, total+:67, total-:283
@threshold:0.131, sens:0.405, spec:0.867, ppv:0.471, acc:0.763, f1:0.435, total+:68, total-:282
@threshold:0.128, sens:0.418, spec:0.867, ppv:0.478, acc:0.766, f1:0.446, total+:69, total-:281
@threshold:0.126, sens:0.430, spec:0.863, ppv:0.479, acc:0.766, f1:0.453, total+:71, total-:279
@threshold:0.109, sens:0.443, spec:0.849, ppv:0.461, acc:0.757, f1:0.452, total+:76, total-:274
@threshold:0.100, sens:0.443, spec:0.845, ppv:0.455, acc:0.754, f1:0.449, total+:77, total-:273
@threshold:0.088, sens:0.456, spec:0.841, ppv:0.456, acc:0.754, f1:0.456, total+:79, total-:271
@threshold:0.088, sens:0.456, spec:0.838, ppv:0.450, acc:0.751, f1:0.453, total+:80, total-:270
@threshold:0.081, sens:0.468, spec:0.834, ppv:0.451, acc:0.751, f1:0.460, total+:82, total-:268
@threshold:0.071, sens:0.481, spec:0.830, ppv:0.452, acc:0.751, f1:0.466, total+:84, total-:266
@threshold:0.051, sens:0.494, spec:0.815, ppv:0.438, acc:0.743, f1:0.464, total+:89, total-:261
@threshold:0.039, sens:0.494, spec:0.812, ppv:0.433, acc:0.740, f1:0.462, total+:90, total-:260
@threshold:0.002, sens:0.506, spec:0.793, ppv:0.417, acc:0.729, f1:0.457, total+:96, total-:254
@threshold:0.001, sens:0.506, spec:0.790, ppv:0.412, acc:0.726, f1:0.455, total+:97, total-:253
@threshold:-0.003, sens:0.519, spec:0.782, ppv:0.410, acc:0.723, f1:0.458, total+:100, total-:250
@threshold:-0.009, sens:0.532, spec:0.779, ppv:0.412, acc:0.723, f1:0.464, total+:102, total-:248
@threshold:-0.014, sens:0.544, spec:0.779, ppv:0.417, acc:0.726, f1:0.473, total+:103, total-:247
@threshold:-0.016, sens:0.544, spec:0.775, ppv:0.413, acc:0.723, f1:0.470, total+:104, total-:246
@threshold:-0.020, sens:0.557, spec:0.775, ppv:0.419, acc:0.726, f1:0.478, total+:105, total-:245
@threshold:-0.021, sens:0.557, spec:0.771, ppv:0.415, acc:0.723, f1:0.476, total+:106, total-:244
@threshold:-0.021, sens:0.570, spec:0.771, ppv:0.421, acc:0.726, f1:0.484, total+:107, total-:243
@threshold:-0.034, sens:0.595, spec:0.768, ppv:0.427, acc:0.729, f1:0.497, total+:110, total-:240
@threshold:-0.048, sens:0.608, spec:0.734, ppv:0.400, acc:0.706, f1:0.482, total+:120, total-:230
@threshold:-0.052, sens:0.620, spec:0.731, ppv:0.402, acc:0.706, f1:0.488, total+:122, total-:228
@threshold:-0.098, sens:0.633, spec:0.683, ppv:0.368, acc:0.671, f1:0.465, total+:136, total-:214
@threshold:-0.101, sens:0.633, spec:0.679, ppv:0.365, acc:0.669, f1:0.463, total+:137, total-:213
@threshold:-0.131, sens:0.646, spec:0.649, ppv:0.349, acc:0.649, f1:0.453, total+:146, total-:204
@threshold:-0.133, sens:0.646, spec:0.646, ppv:0.347, acc:0.646, f1:0.451, total+:147, total-:203
@threshold:-0.147, sens:0.658, spec:0.609, ppv:0.329, acc:0.620, f1:0.439, total+:158, total-:192
@threshold:-0.150, sens:0.658, spec:0.605, ppv:0.327, acc:0.617, f1:0.437, total+:159, total-:191
@threshold:-0.154, sens:0.671, spec:0.590, ppv:0.323, acc:0.609, f1:0.436, total+:164, total-:186
@threshold:-0.156, sens:0.671, spec:0.587, ppv:0.321, acc:0.606, f1:0.434, total+:165, total-:185
@threshold:-0.173, sens:0.684, spec:0.572, ppv:0.318, acc:0.597, f1:0.434, total+:170, total-:180
@threshold:-0.175, sens:0.684, spec:0.568, ppv:0.316, acc:0.594, f1:0.432, total+:171, total-:179
@threshold:-0.176, sens:0.696, spec:0.568, ppv:0.320, acc:0.597, f1:0.438, total+:172, total-:178
@threshold:-0.178, sens:0.696, spec:0.565, ppv:0.318, acc:0.594, f1:0.437, total+:173, total-:177
@threshold:-0.213, sens:0.709, spec:0.513, ppv:0.298, acc:0.557, f1:0.419, total+:188, total-:162
@threshold:-0.216, sens:0.722, spec:0.509, ppv:0.300, acc:0.557, f1:0.424, total+:190, total-:160
@threshold:-0.216, sens:0.734, spec:0.509, ppv:0.304, acc:0.560, f1:0.430, total+:191, total-:159
@threshold:-0.218, sens:0.734, spec:0.506, ppv:0.302, acc:0.557, f1:0.428, total+:192, total-:158
@threshold:-0.218, sens:0.747, spec:0.506, ppv:0.306, acc:0.560, f1:0.434, total+:193, total-:157
@threshold:-0.224, sens:0.759, spec:0.502, ppv:0.308, acc:0.560, f1:0.438, total+:195, total-:155
@threshold:-0.257, sens:0.772, spec:0.465, ppv:0.296, acc:0.534, f1:0.428, total+:206, total-:144
@threshold:-0.265, sens:0.785, spec:0.461, ppv:0.298, acc:0.534, f1:0.432, total+:208, total-:142
@threshold:-0.273, sens:0.797, spec:0.458, ppv:0.300, acc:0.534, f1:0.436, total+:210, total-:140
@threshold:-0.273, sens:0.797, spec:0.454, ppv:0.299, acc:0.531, f1:0.434, total+:211, total-:139
@threshold:-0.278, sens:0.810, spec:0.450, ppv:0.300, acc:0.531, f1:0.438, total+:213, total-:137
@threshold:-0.283, sens:0.810, spec:0.446, ppv:0.299, acc:0.529, f1:0.437, total+:214, total-:136
@threshold:-0.284, sens:0.823, spec:0.446, ppv:0.302, acc:0.531, f1:0.442, total+:215, total-:135
@threshold:-0.286, sens:0.823, spec:0.443, ppv:0.301, acc:0.529, f1:0.441, total+:216, total-:134
@threshold:-0.300, sens:0.835, spec:0.443, ppv:0.304, acc:0.531, f1:0.446, total+:217, total-:133
@threshold:-0.306, sens:0.835, spec:0.439, ppv:0.303, acc:0.529, f1:0.444, total+:218, total-:132
@threshold:-0.314, sens:0.848, spec:0.424, ppv:0.300, acc:0.520, f1:0.444, total+:223, total-:127
@threshold:-0.315, sens:0.848, spec:0.421, ppv:0.299, acc:0.517, f1:0.442, total+:224, total-:126
@threshold:-0.326, sens:0.861, spec:0.402, ppv:0.296, acc:0.506, f1:0.440, total+:230, total-:120
@threshold:-0.328, sens:0.861, spec:0.399, ppv:0.294, acc:0.503, f1:0.439, total+:231, total-:119
@threshold:-0.329, sens:0.873, spec:0.399, ppv:0.297, acc:0.506, f1:0.444, total+:232, total-:118
@threshold:-0.332, sens:0.873, spec:0.395, ppv:0.296, acc:0.503, f1:0.442, total+:233, total-:117
@threshold:-0.374, sens:0.886, spec:0.351, ppv:0.285, acc:0.471, f1:0.431, total+:246, total-:104
@threshold:-0.379, sens:0.886, spec:0.347, ppv:0.283, acc:0.469, f1:0.429, total+:247, total-:103
@threshold:-0.405, sens:0.899, spec:0.332, ppv:0.282, acc:0.460, f1:0.429, total+:252, total-:98
@threshold:-0.405, sens:0.899, spec:0.328, ppv:0.281, acc:0.457, f1:0.428, total+:253, total-:97
@threshold:-0.444, sens:0.911, spec:0.277, ppv:0.269, acc:0.420, f1:0.415, total+:268, total-:82
@threshold:-0.446, sens:0.911, spec:0.273, ppv:0.268, acc:0.417, f1:0.414, total+:269, total-:81
@threshold:-0.448, sens:0.924, spec:0.273, ppv:0.270, acc:0.420, f1:0.418, total+:270, total-:80
@threshold:-0.453, sens:0.949, spec:0.269, ppv:0.275, acc:0.423, f1:0.426, total+:273, total-:77
@threshold:-0.485, sens:0.962, spec:0.251, ppv:0.272, acc:0.411, f1:0.425, total+:279, total-:71
@threshold:-0.487, sens:0.962, spec:0.247, ppv:0.271, acc:0.409, f1:0.423, total+:280, total-:70
@threshold:-0.609, sens:0.975, spec:0.177, ppv:0.257, acc:0.357, f1:0.406, total+:300, total-:50
@threshold:-0.610, sens:0.975, spec:0.173, ppv:0.256, acc:0.354, f1:0.405, total+:301, total-:49
@threshold:-0.792, sens:0.987, spec:0.081, ppv:0.239, acc:0.286, f1:0.384, total+:327, total-:23
@threshold:-0.792, sens:0.987, spec:0.077, ppv:0.238, acc:0.283, f1:0.383, total+:328, total-:22
@threshold:-1.116, sens:1.000, spec:0.004, ppv:0.226, acc:0.229, f1:0.369, total+:349, total-:1
* Vital: Wt for Length ZScore-gain3to7 | coef 0.013 95% CI: [0.005 , 0.020] | OR_adj 1.013 [1.005 1.020] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.577
Correlated most with:
Maternal Lab History: SODIUM-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.068
Maternal Lab History: APTT-postPregnancy:-0.066
Maternal Diagnosis:9ccs159:UTI:0.061
Diagnosis:9ccs258:Other screen:0.060
Maternal Lab History: TP VOLUME-otherPregnancy:-0.058
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.057
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.057
Diagnosis:9ccs94:Other ear dx:0.054
Maternal Diagnosis:9ccs61:Sickle cell:-0.054
* Vital: BMI-avg0to1 | coef 0.012 95% CI: [0.004 , 0.020] | OR_adj 1.012 [1.004 1.020] | occ: 1349 | OR_unadj: 1.526 [1.213 1.918] | indivs AUC:0.594
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.268
Maternal Diagnosis:9ccs184:Early labor:-0.261
Diagnosis:9ccs219:Low birth wt:-0.212
Maternal Diagnosis:9ccs185:Long pregncy:0.190
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.123
Maternal Diagnosis:9ccs183:HTN in preg:-0.120
Maternal Lab History: INHMOM-postPregnancy:-0.103
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.100
Maternal Lab History: HERPES II IgG-postPregnancy:-0.094
Newborn Diagnosis:9ccs221:Resp distres:-0.094
Vital: Ht-gain10to16 | coef 0.012 95% CI: [0.003 , 0.021] | OR_adj 1.012 [1.003 1.021] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.468
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.085
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.072
Maternal Lab History: GAMMA GT-otherPregnancy:0.071
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.069
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.064
Maternal Lab History: LDH-postPregnancy:0.063
Lab:292495 LEAD LEVEL - Sunrise:0.062
Maternal Lab History: LDH-otherPregnancy:0.060
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.059
Vital: Wt for Length ZScore-gain13to19 | coef 0.009 95% CI: [0.004 , 0.015] | OR_adj 1.009 [1.004 1.015] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: PATIENT-postPregnancy:-0.091
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.082
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.066
Maternal Diagnosis:9ccs211:Ot conn tiss:0.066
Maternal Lab History: CHOLESTEROL-postPregnancy:0.065
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.064
Diagnosis:9ccs217:Ot cong anom:-0.063
Newborn Diagnosis:9ccs223:Birth trauma:0.062
Diagnosis:9ccs246:FUO:0.061
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.060
Vital: Temp-avg13to16 | coef 0.009 95% CI: [0.006 , 0.012] | OR_adj 1.009 [1.006 1.013] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.485
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.277
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267
Maternal Lab History: ANION GAP-otherPregnancy:0.234
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.218
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.210
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.182
Diagnosis:9ccs255:Social admin:-0.178
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:-0.175
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.173
Vital: Wt-gain1to5 | coef 0.009 95% CI: [0.006 , 0.012] | OR_adj 1.009 [1.006 1.012] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.129
Number of Visits:0.107
Maternal Lab History: ALBUMIN-postPregnancy:-0.107
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.095
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.095
Diagnosis:9ccs257:Ot aftercare:0.090
Lab:297275 STREP RAPID TEST (POCT):-0.085
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.082
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.082
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.082
Vital: Wt for Length ZScore-gain7to13 | coef 0.009 95% CI: [0.003 , 0.014] | OR_adj 1.009 [1.003 1.014] | occ: 1479 | OR_unadj: 1.133 [0.902 1.422] | indivs AUC:0.525
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.075
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.071
Diagnosis:9ccs138:Esophgeal dx:0.070
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.070
Newborn Diagnosis:9ccs218:Liveborn:-0.068
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.067
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.063
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.059
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.059
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.059
Vital: Temp-avg3to5 | coef 0.009 95% CI: [0.005 , 0.012] | OR_adj 1.009 [1.005 1.012] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.498
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:0.085
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083
Maternal Lab History: URINE CULTURE-postPregnancy:-0.083
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.078
Diagnosis:9ccs7:Viral infect:-0.078
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.072
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.071
Diagnosis:9ccs155:Other GI dx:0.068
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.066
Maternal Lab History: INR-postPregnancy:-0.064
Vital: Temp-avg1to3 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:-0.106
Diagnosis:9ccs7:Viral infect:-0.100
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.096
Maternal Lab History: COLONY COUNT-postPregnancy:-0.090
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.089
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.086
Diagnosis:9ccs134:Ot uppr resp:0.086
Diagnosis:9ccs10:Immuniz/scrn:-0.086
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.078
Maternal Procedure History:99000-otherPregnancy:0.078
Vital: Temp-avg5to7 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.480
Correlated most with:
Maternal Procedure History:97001-postPregnancy:-0.191
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.118
Maternal Procedure History:97110-postPregnancy:-0.100
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.088
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.087
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.086
Diagnosis:9ccs122:Pneumonia:0.081
Number of Visits:0.078
Maternal Lab History: BETA HCG FREE-postPregnancy:0.074
Maternal Procedure History:45300-postPregnancy:-0.074
Number of Visits | coef 0.008 95% CI: [0.005 , 0.012] | OR_adj 1.008 [1.005 1.012] | occ: 1743 | OR_unadj: 1.107 [0.879 1.394] | indivs AUC:0.600
Correlated most with:
Number of Visits:1.000
Diagnosis:9ccs126:Ot up rsp in:0.332
Diagnosis:9ccs92:Otitis media:0.277
Diagnosis:9ccs7:Viral infect:0.267
Diagnosis:9ccs135:Intest infct:0.234
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs155:Other GI dx:0.220
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs133:Oth low resp:0.195
Diagnosis:9ccs128:Asthma:0.187
* Vital: BMI-avg16to19 | coef 0.008 95% CI: [0.004 , 0.013] | OR_adj 1.008 [1.004 1.013] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.719
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.090
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Maternal Lab History: WBC-otherPregnancy:0.076
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.073
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.069
Newborn Diagnosis:9ccs191:Amnios dx:0.066
Maternal Lab History: CREATININE-postPregnancy:0.064
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.064
Maternal Lab History: RUBELLA-postPregnancy:0.063
Diagnosis:9ccs143:Abdom hernia:0.062
Vital: Ht-gain13to19 | coef 0.008 95% CI: [-0.000 , 0.016] | OR_adj 1.008 [1.000 1.016] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.567
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.076
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.076
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.074
Maternal Lab History: EOSINOPHIL-postPregnancy:0.066
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.066
Diagnosis:9ccs243:Poisn nonmed:0.062
Maternal Diagnosis:9ccs183:HTN in preg:-0.061
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.060
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.059
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.057
Vital: Temp-avg16to19 | coef 0.008 95% CI: [0.004 , 0.011] | OR_adj 1.008 [1.004 1.011] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.158
Diagnosis:9ccs255:Social admin:-0.148
Diagnosis:9ccs239:Superfic inj:-0.112
Diagnosis:9ccs126:Ot up rsp in:-0.111
Number of Visits:-0.106
Diagnosis:9ccs240:Burns:-0.093
Diagnosis:9ccs257:Ot aftercare:-0.092
Diagnosis:9ccs258:Other screen:-0.086
Diagnosis:9ccs90:Eye infectn:-0.082
Diagnosis:9ccs133:Oth low resp:-0.081
* Vital: Wt-gain0to3 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.609
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:-0.082
Maternal Lab History: FREE T3-postPregnancy:0.078
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.071
Maternal Lab History: FASTING-otherPregnancy:0.068
Maternal Lab History: PTT-postPregnancy:-0.068
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.067
Diagnosis:9ccs216:Nerv cong an:-0.067
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.065
Diagnosis:9ccs8:Oth infectns:0.064
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.064
Vital: HC-latest | coef 0.007 95% CI: [0.002 , 0.012] | OR_adj 1.007 [1.002 1.012] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.548
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs257:Ot aftercare:0.193
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs10:Immuniz/scrn:0.188
Diagnosis:9ccs125:Bronchitis:0.168
Diagnosis:9ccs7:Viral infect:0.160
Number of Visits:0.139
Diagnosis:9ccs128:Asthma:0.128
Diagnosis:9ccs135:Intest infct:0.113
Diagnosis:9ccs90:Eye infectn:0.110
* Vital: BMI-latest | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.752
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:-0.085
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.075
Maternal Lab History: WBC-otherPregnancy:0.074
Maternal Lab History: IRON-postPregnancy:-0.073
Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs5:HIV infectn:-0.070
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.070
Maternal Lab History: FREE T-4-otherPregnancy:-0.069
* Vital: Wt-gain13to19 | coef 0.007 95% CI: [0.005 , 0.010] | OR_adj 1.007 [1.005 1.010] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.565
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.070
Maternal Diagnosis:9ccs183:HTN in preg:-0.065
Diagnosis:9ccs243:Poisn nonmed:0.065
Maternal Lab History: PAPP-A MoM-postPregnancy:0.063
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.063
Maternal Lab History: EOSINOPHIL-postPregnancy:0.062
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.060
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.059
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.056
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.055
* Vital: Wt-gain3to7 | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.583
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs92:Otitis media:0.091
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.086
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.084
Number of Visits:0.082
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.079
Diagnosis:9ccs127:COPD:0.078
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.074
Diagnosis:9ccs212:Ot bone dx:0.073
Maternal Lab History: RBC-postPregnancy:-0.073
* Vital: BMI-avg13to16 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.690
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.086
Maternal Lab History: ESTRIOL-postPregnancy:0.085
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.075
Maternal Diagnosis:9ccs188:Pelvic obstr:0.075
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Lab History: APF MoM-postPregnancy:-0.075
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.073
MatDeliveryAge:-0.071
Maternal Lab History: MCH-postPregnancy:-0.070
Diagnosis:9ccs128:Asthma:0.069
* Vital: BMI-gain0to24 | coef 0.007 95% CI: [0.003 , 0.010] | OR_adj 1.007 [1.003 1.010] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.758
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.109
Diagnosis:9ccs58:Ot nutrit dx:0.096
Diagnosis:9ccs128:Asthma:0.085
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.075
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
Maternal Lab History: WBC-otherPregnancy:0.072
Maternal Diagnosis:9ccs185:Long pregncy:0.071
Diagnosis:9ccs246:FUO:0.071
Diagnosis:9ccs243:Poisn nonmed:0.071
Vital: Wt for Length ZScore-gain1to5 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: HERPES II IgG-postPregnancy:0.104
Maternal Diagnosis:9ccs184:Early labor:0.098
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087
Maternal Diagnosis:9ccs185:Long pregncy:-0.081
Diagnosis:9ccs198:Ot infl skin:-0.081
Newborn Diagnosis:9ccs221:Resp distres:0.081
Newborn Diagnosis:9ccs219:Low birth wt:0.080
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.079
Diagnosis:9ccs59:Anemia:0.076
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.076
Vital: Wt-gain5to10 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.525
Correlated most with:
Maternal Lab History: PTT-otherPregnancy:-0.090
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.084
Maternal Lab History: Varicella IgG-postPregnancy:-0.081
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080
Maternal Lab History: AST-otherPregnancy:0.078
Diagnosis:9ccs259:Unclassified:-0.076
Maternal Lab History: MPV-postPregnancy:0.075
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.073
Maternal Lab History: Alk Phos-postPregnancy:0.071
Number of Visits:0.070
Vital: Ht Percentile-gain1to5 | coef 0.007 95% CI: [-0.001 , 0.014] | OR_adj 1.007 [0.999 1.014] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.481
Correlated most with:
Maternal Lab History: UIBC-postPregnancy:-0.112
Maternal Lab History: MONOS-otherPregnancy:-0.099
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.093
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.089
Maternal Procedure History:90801-postPregnancy:0.088
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.086
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.084
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.079
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.078
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.077
* Vital: Wt for Length ZScore-gain16to24 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.534
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.071
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.068
Maternal Lab History: FASTING-postPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.065
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.064
Maternal Lab History: MONOCYTE-postPregnancy:-0.062
Diagnosis:9ccs0:No DX:-0.061
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.061
Maternal Lab History: MCH-postPregnancy:0.061
Vital: HC-avg13to16 | coef 0.006 95% CI: [0.000 , 0.013] | OR_adj 1.007 [1.000 1.013] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.510
Correlated most with:
Maternal Procedure History:S9470-otherPregnancy:-0.087
Maternal Diagnosis:9ccs190:Fetal distrs:0.084
Lab:297262 HEMOGLOBIN (HEMOCUE):0.082
Maternal Diagnosis:9ccs238:Complic proc:0.077
Diagnosis:9ccs143:Abdom hernia:0.073
Newborn Diagnosis:9ccs224:Ot perint dx:0.068
Diagnosis:9ccs62:Coag/hemr dx:0.066
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.065
Diagnosis:9ccs76:Meningitis:-0.063
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.058
* Vital: Ht-avg10to13 | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.006 [1.003 1.010] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.584
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:-0.166
Maternal Diagnosis:9ccs184:Early labor:-0.123
Diagnosis:9ccs246:FUO:0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.106
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Diagnosis:9ccs219:Low birth wt:-0.085
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.074
Maternal Diagnosis:9ccs181:Ot preg comp:0.071
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.070
Maternal Procedure History:86580-otherPregnancy:0.070
Vital: Temp-avg10to13 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.139
Diagnosis:9ccs126:Ot up rsp in:0.109
Diagnosis:9ccs154:Gastroent:-0.081
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.081
Number of Visits:0.075
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.067
Diagnosis:9ccs124:Tonsillitis:0.064
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.063
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.063
* Vital: BMI-gain0to3 | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.006 [1.003 1.010] | occ: 1416 | OR_unadj: 1.282 [1.019 1.613] | indivs AUC:0.541
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.088
Maternal Lab History: PTT-postPregnancy:-0.084
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.076
Maternal Procedure History:96372-postPregnancy:0.072
Maternal Lab History: FASTING-postPregnancy:0.072
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.071
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.070
Maternal Procedure History:86580-otherPregnancy:-0.064
Maternal Diagnosis:9ccs185:Long pregncy:-0.062
Maternal Lab History: WBC-postPregnancy:0.061
* Vital: Wt-gain16to24 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1468 | OR_unadj: 1.821 [1.385 2.394] | indivs AUC:0.583
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082
Diagnosis:9ccs126:Ot up rsp in:-0.074
Maternal Diagnosis:9ccs183:HTN in preg:0.071
Maternal Diagnosis:9ccs61:Sickle cell:0.065
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.063
Maternal Lab History: 1 HOUR-postPregnancy:0.063
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.062
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.062
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.061
Maternal Lab History: TEST NAME-postPregnancy:-0.059
Vital: Temp-avg0to1 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.159
Diagnosis:9ccs255:Social admin:-0.118
Diagnosis:9ccs95:Oth nerv dx:-0.116
Diagnosis:9ccs76:Meningitis:-0.098
Diagnosis:9ccs7:Viral infect:-0.093
Diagnosis:9ccs166:Oth male gen:-0.083
Diagnosis:9ccs198:Ot infl skin:-0.076
Diagnosis:9ccs257:Ot aftercare:-0.074
Diagnosis:9ccs125:Bronchitis:-0.071
Diagnosis:9ccs128:Asthma:-0.068
* Vital: Ht-avg0to1 | coef 0.006 95% CI: [0.001 , 0.011] | OR_adj 1.006 [1.001 1.011] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.571
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.333
Maternal Diagnosis:9ccs184:Early labor:-0.327
Diagnosis:9ccs219:Low birth wt:-0.286
Maternal Diagnosis:9ccs185:Long pregncy:0.213
Maternal Diagnosis:9ccs183:HTN in preg:-0.149
Newborn Diagnosis:9ccs253:Allergy:-0.131
Newborn Diagnosis:9ccs221:Resp distres:-0.120
Lab:297262 HEMOGLOBIN (HEMOCUE):0.114
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs190:Fetal distrs:0.103
* Vital: BMI-avg10to13 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.659
Correlated most with:
Diagnosis:9ccs128:Asthma:0.101
Newborn Diagnosis:9ccs191:Amnios dx:0.094
Maternal Lab History: ESTRIOL-postPregnancy:0.091
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.086
Diagnosis:9ccs246:FUO:-0.079
MatDeliveryAge:-0.077
Maternal Procedure History:86580-otherPregnancy:-0.075
Diagnosis:9ccs95:Oth nerv dx:-0.071
Diagnosis:9ccs143:Abdom hernia:0.068
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.067
Vital: Ht-avg7to10 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.580
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.153
Maternal Diagnosis:9ccs184:Early labor:-0.145
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Diagnosis:9ccs219:Low birth wt:-0.081
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.081
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.076
Maternal Lab History: AST (SGOT)-postPregnancy:0.075
Maternal Lab History: TP VOLUME-otherPregnancy:-0.070
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.069
* Vital: HC-gain3to7 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.493
Correlated most with:
Number of Visits:0.080
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.074
Maternal Lab History: TP VOLUME-otherPregnancy:-0.068
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.064
Maternal Procedure History:45300-postPregnancy:-0.063
Maternal Procedure History:96372-postPregnancy:0.063
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.062
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:-0.062
Diagnosis:9ccs92:Otitis media:0.061
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.060
Vital: Wt for Length ZScore-gain10to16 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.571
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.106
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.094
Maternal Lab History: INHMOM-otherPregnancy:-0.094
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.091
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.086
Maternal Lab History: NT MoM-otherPregnancy:-0.080
Maternal Lab History: NT MoM-postPregnancy:-0.077
Maternal Lab History: PTT-otherPregnancy:0.076
Maternal Lab History: HCG-otherPregnancy:-0.075
Maternal Lab History: INHMOM-postPregnancy:-0.072
Vital: Temp-latest | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: TP PERIOD-otherPregnancy:0.108
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.098
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.093
Maternal Lab History: GAMMA GT-otherPregnancy:0.086
Diagnosis:9ccs83:Epilepsy/cnv:0.083
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.083
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Lab History: PTT-otherPregnancy:-0.080
Diagnosis:9ccs154:Gastroent:-0.079
* Vital: Wt-latest | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.713
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.282
Diagnosis:9ccs92:Otitis media:0.237
Number of Visits:0.235
Diagnosis:9ccs10:Immuniz/scrn:0.219
Diagnosis:9ccs128:Asthma:0.149
Diagnosis:9ccs257:Ot aftercare:0.137
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs125:Bronchitis:0.134
Diagnosis:9ccs135:Intest infct:0.133
Diagnosis:9ccs122:Pneumonia:0.116
Vital: Temp-avg19to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.536
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.128
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.127
Diagnosis:9ccs113:Late eff CVD:-0.094
Diagnosis:9ccs239:Superfic inj:-0.084
Diagnosis:9ccs10:Immuniz/scrn:-0.083
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.082
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.082
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.077
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.077
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.075
* Vital: Wt for Length ZScore-avg19to24 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.763
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.083
Maternal Lab History: WBC-otherPregnancy:0.081
Diagnosis:9ccs128:Asthma:0.079
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.077
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.076
Maternal Diagnosis:9ccs184:Early labor:-0.071
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067
Diagnosis:9ccs246:FUO:0.066
Diagnosis:9ccs138:Esophgeal dx:-0.065
Maternal Lab History: POLYS-otherPregnancy:0.064
* Vital: Ht Percentile-avg16to19 | coef 0.006 95% CI: [-0.001 , 0.012] | OR_adj 1.006 [0.999 1.012] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.573
Correlated most with:
Maternal Procedure History:J1055-postPregnancy:-0.076
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.076
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.074
Maternal Procedure History:90772-postPregnancy:-0.074
Maternal Procedure History:59430-postPregnancy:-0.073
Diagnosis:9ccs147:Anal/rectal:0.072
Maternal Diagnosis:9ccs184:Early labor:-0.070
Diagnosis:9ccs223:Birth trauma:0.069
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Procedure History:90746-postPregnancy:-0.065
Vital: HC-gain10to16 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:0.092
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.085
Maternal Lab History: ALBUMIN-postPregnancy:-0.081
Diagnosis:9ccs239:Superfic inj:-0.073
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.070
Diagnosis:9ccs83:Epilepsy/cnv:0.068
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.066
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.066
Maternal Lab History: MCV-postPregnancy:-0.065
Newborn Diagnosis:9ccs96:Hrt valve dx:0.064
Vital: BMI-gain5to10 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: MPV-postPregnancy:0.101
Maternal Lab History: Alk Phos-postPregnancy:0.090
Maternal Lab History: PTT-otherPregnancy:-0.079
Maternal Lab History: POTASSIUM-postPregnancy:0.079
Maternal Lab History: INR-postPregnancy:-0.077
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.076
Maternal Lab History: TP VOLUME-otherPregnancy:0.072
Maternal Lab History: 2 HOUR-otherPregnancy:-0.070
Maternal Lab History: AST-otherPregnancy:0.070
Newborn Diagnosis:9ccs0:No DX:0.069
Vital: Ht-avg13to16 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.533
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.091
Diagnosis:9ccs240:Burns:0.087
Maternal Diagnosis:9ccs184:Early labor:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Diagnosis:9ccs133:Oth low resp:0.071
Maternal Lab History: RBC-otherPregnancy:0.068
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.062
Diagnosis:9ccs200:Oth skin dx:0.061
Diagnosis:9ccs256:Exam/eval:0.061
Vital: BMI-gain1to5 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.121
Maternal Lab History: ALBUMIN-postPregnancy:-0.116
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.095
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.089
Number of Visits:0.088
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.081
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.081
Maternal Diagnosis:9ccs184:Early labor:0.078
Diagnosis:9ccs257:Ot aftercare:0.076
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.069
* Vital: BMI-gain13to19 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1462 | OR_unadj: 1.439 [1.146 1.808] | indivs AUC:0.531
Correlated most with:
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.072
Maternal Lab History: EOSINOPHIL-postPregnancy:0.071
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.069
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.064
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.064
Maternal Lab History: LDL-postPregnancy:-0.063
Diagnosis:9ccs243:Poisn nonmed:0.059
Maternal Diagnosis:9ccs183:HTN in preg:-0.059
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.058
Vital: Wt-gain10to16 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.093
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.087
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.077
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.076
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.074
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.074
Maternal Lab History: GAMMA GT-otherPregnancy:0.071
Number of Visits:0.071
Diagnosis:9ccs92:Otitis media:0.070
Lab:292495 LEAD LEVEL - Sunrise:0.067
* Vital: Wt-avg0to1 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.623
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.352
Maternal Diagnosis:9ccs184:Early labor:-0.345
Diagnosis:9ccs219:Low birth wt:-0.282
Maternal Diagnosis:9ccs185:Long pregncy:0.261
Maternal Diagnosis:9ccs183:HTN in preg:-0.159
Lab:297262 HEMOGLOBIN (HEMOCUE):0.131
Newborn Diagnosis:9ccs221:Resp distres:-0.123
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs190:Fetal distrs:0.110
Maternal Lab History: INHMOM-postPregnancy:-0.106
* Vital: BMI-avg19to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.008] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.757
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.105
Diagnosis:9ccs58:Ot nutrit dx:0.094
Diagnosis:9ccs128:Asthma:0.084
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
Diagnosis:9ccs95:Oth nerv dx:-0.073
Maternal Diagnosis:9ccs185:Long pregncy:0.073
Diagnosis:9ccs243:Poisn nonmed:0.072
Maternal Lab History: WBC-otherPregnancy:0.072
Diagnosis:9ccs246:FUO:0.071
Vital: Wt for Length ZScore-gain5to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs123:Influenza:0.095
Maternal Lab History: LIPASE-postPregnancy:-0.076
Maternal Lab History: AMYLASE-postPregnancy:-0.075
Maternal Lab History: IRON-postPregnancy:0.065
Maternal Diagnosis:9ccs187:Malposition:-0.064
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.062
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.062
Maternal Lab History: RBC-postPregnancy:-0.061
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:-0.061
Lab:292495 LEAD LEVEL - Sunrise:0.059
MatDeliveryAge | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.550
Correlated most with:
MatDeliveryAge:1.000
Maternal Diagnosis:9ccs176:Contraceptiv:0.243
Maternal Diagnosis:9ccs186:DM in preg:0.233
Maternal Diagnosis:9ccs189:Prev c-sectn:0.193
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.180
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.174
Maternal Diagnosis:9ccs195:Ot compl bir:0.147
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.144
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.137
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.135
* Vital: Ht-gain1to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.439
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:-0.117
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.102
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.097
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.097
Number of Visits:0.090
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.085
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.085
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.084
Lab:297275 STREP RAPID TEST (POCT):-0.080
Vital: Ht-gain16to24 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.077
Diagnosis:9ccs55:Fluid/elc dx:-0.073
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.070
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.062
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.060
Maternal Lab History: PAPP-A-otherPregnancy:0.060
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.059
Maternal Lab History: APTT-postPregnancy:0.059
Diagnosis:9ccs126:Ot up rsp in:-0.059
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.057
Vital: Ht-gain3to7 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.549
Correlated most with:
Diagnosis:9ccs127:COPD:0.093
Number of Visits:0.084
Maternal Lab History: TP VOLUME-otherPregnancy:-0.081
Diagnosis:9ccs92:Otitis media:0.080
Diagnosis:9ccs126:Ot up rsp in:0.078
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.077
Diagnosis:9ccs212:Ot bone dx:0.072
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.072
Diagnosis:9ccs47:Ot bnign neo:-0.070
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.068
Vital: HR-latest | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.480
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.087
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.068
Maternal Procedure History:58300-postPregnancy:-0.067
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.066
Diagnosis:9ccs124:Tonsillitis:-0.063
Diagnosis:9ccs127:COPD:-0.063
Diagnosis:9ccs96:Hrt valve dx:-0.062
Diagnosis:9ccs117:Ot circul dx:-0.061
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.060
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.058
* Vital: Wt for Length ZScore-latest | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Lab History: WBC-otherPregnancy:0.089
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086
Maternal Lab History: PROLACTIN-postPregnancy:-0.083
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: IRON-postPregnancy:-0.071
Diagnosis:9ccs138:Esophgeal dx:-0.071
* Vital: Wt for Length ZScore-gain0to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.761
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Lab History: WBC-otherPregnancy:0.089
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086
Maternal Lab History: PROLACTIN-postPregnancy:-0.083
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: IRON-postPregnancy:-0.071
Diagnosis:9ccs138:Esophgeal dx:-0.071
Vital: Wt Percentile-gain16to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.089
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.082
Diagnosis:9ccs143:Abdom hernia:-0.079
Diagnosis:9ccs4:Mycoses:-0.071
Diagnosis:9ccs135:Intest infct:-0.070
Maternal Diagnosis:9ccs59:Anemia:0.068
Diagnosis:9ccs127:COPD:-0.064
Maternal Lab History: APTT-postPregnancy:0.064
Maternal Procedure History:86580-otherPregnancy:-0.061
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.059
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.005 95% CI: [0.001 , 0.008] | OR_adj 1.005 [1.001 1.009] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.517
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.999
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.336
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.298
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.292
Vital: Temp-avg7to10 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.219
Diagnosis:9ccs255:Social admin:-0.172
Diagnosis:9ccs257:Ot aftercare:-0.140
Diagnosis:9ccs7:Viral infect:-0.138
Diagnosis:9ccs126:Ot up rsp in:-0.136
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.089
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.087
Diagnosis:9ccs125:Bronchitis:-0.086
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.085
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.083
Vital: Wt for Length ZScore-avg0to1 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.567
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.099
Newborn Diagnosis:9ccs219:Low birth wt:-0.098
Maternal Lab History: HERPES II IgG-postPregnancy:-0.087
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082
Diagnosis:9ccs151:Oth liver dx:-0.081
Maternal Diagnosis:9ccs49:DiabMel no c:0.079
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077
Diagnosis:9ccs216:Nerv cong an:-0.074
Diagnosis:9ccs122:Pneumonia:0.074
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.073
* Vital: Wt for Length ZScore-avg1to3 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.561
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.081
Maternal Lab History: PLATELET COUNT-postPregnancy:0.079
Maternal Lab History: SODIUM-postPregnancy:0.075
Maternal Lab History: PATIENT-postPregnancy:0.074
Maternal Lab History: MCH-postPregnancy:-0.073
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.073
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.070
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.069
Maternal Lab History: TP VOLUME-otherPregnancy:0.069
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.068
Vital: HC-gain0to3 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.577
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:-0.083
Maternal Diagnosis:9ccs211:Ot conn tiss:-0.077
Diagnosis:9ccs251:Abdomnl pain:-0.064
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.064
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.062
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.061
Diagnosis:9ccs240:Burns:-0.059
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.057
Maternal Lab History: FREE T-4-postPregnancy:0.057
Diagnosis:9ccs200:Oth skin dx:0.057
* Vital: BMI-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1341 | OR_unadj: 1.832 [1.456 2.305] | indivs AUC:0.640
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.097
Diagnosis:9ccs128:Asthma:0.092
Maternal Procedure History:S9470-postPregnancy:0.087
Diagnosis:9ccs95:Oth nerv dx:-0.086
Diagnosis:9ccs143:Abdom hernia:0.085
Maternal Lab History: EOSINOPHIL-postPregnancy:0.075
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.072
Maternal Lab History: MCH-postPregnancy:-0.072
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.068
Diagnosis:9ccs59:Anemia:0.068
Vital: Wt for Length ZScore-gain0to3 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.567
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.099
Newborn Diagnosis:9ccs219:Low birth wt:-0.098
Maternal Lab History: HERPES II IgG-postPregnancy:-0.087
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.082
Diagnosis:9ccs151:Oth liver dx:-0.081
Maternal Diagnosis:9ccs49:DiabMel no c:0.079
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.077
Diagnosis:9ccs216:Nerv cong an:-0.074
Diagnosis:9ccs122:Pneumonia:0.074
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.073
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.483
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449
Vital: BMI-gain16to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.568
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.071
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.069
Diagnosis:9ccs259:Unclassified:-0.066
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.064
Maternal Diagnosis:9ccs128:Asthma:0.062
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.062
Diagnosis:9ccs126:Ot up rsp in:-0.062
Diagnosis:9ccs135:Intest infct:-0.062
Maternal Lab History: PAPP-A-otherPregnancy:0.060
Vital: BMI-gain3to7 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.544
Correlated most with:
Diagnosis:9ccs127:COPD:0.084
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: TP VOLUME-otherPregnancy:-0.075
Diagnosis:9ccs222:Perint jaund:-0.075
Diagnosis:9ccs92:Otitis media:0.073
Diagnosis:9ccs212:Ot bone dx:0.071
Maternal Procedure History:96372-postPregnancy:0.070
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.066
Diagnosis:9ccs122:Pneumonia:0.065
Vital: Wt for Len Percentile-gain5to10 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:-0.075
Maternal Lab History: Alk Phos-postPregnancy:0.072
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.070
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068
Maternal Lab History: WEIGHT-postPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.066
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.063
Maternal Lab History: PO2-postPregnancy:0.063
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.063
Maternal Lab History: RDW-postPregnancy:0.063
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.005 95% CI: [0.001 , 0.008] | OR_adj 1.005 [1.001 1.008] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.516
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.999
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.335
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.310
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.299
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.293
Vital: Ht-gain7to13 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.528
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.097
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.086
Maternal Lab History: NT MoM-otherPregnancy:-0.085
Maternal Lab History: INHMOM-otherPregnancy:-0.084
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.083
Maternal Lab History: INHMOM-postPregnancy:-0.079
Maternal Diagnosis:9ccs183:HTN in preg:-0.079
Maternal Lab History: PTT-otherPregnancy:0.077
Maternal Lab History: HCG-otherPregnancy:-0.077
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.070
Vital: Wt for Len Percentile-gain13to19 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.523
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.080
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: LDL-postPregnancy:-0.075
Maternal Lab History: BASOPHIL-postPregnancy:0.074
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.065
Maternal Lab History: MONOCYTE-postPregnancy:-0.065
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.065
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.065
Maternal Lab History: TP VOLUME-otherPregnancy:-0.062
* Vital: Wt-avg7to10 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.653
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.089
Maternal Procedure History:S9470-postPregnancy:0.086
Maternal Diagnosis:9ccs184:Early labor:-0.084
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Maternal Lab History: URINE PH-otherPregnancy:-0.080
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.079
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.075
Diagnosis:9ccs128:Asthma:0.073
Vital: Wt for Len Percentile-gain10to16 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.091
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.071
Maternal Lab History: APTT-postPregnancy:-0.067
Newborn Diagnosis:9ccs223:Birth trauma:0.064
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.064
Maternal Lab History: ESTRIOL-otherPregnancy:-0.062
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.060
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.059
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.058
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.058
* Vital: Wt-gain7to13 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.582
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.117
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.100
Maternal Lab History: NT MoM-otherPregnancy:-0.100
Maternal Lab History: INHMOM-otherPregnancy:-0.100
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.099
Maternal Lab History: PTT-otherPregnancy:0.094
Maternal Lab History: HCG-otherPregnancy:-0.091
Maternal Lab History: INHMOM-postPregnancy:-0.087
Maternal Lab History: APTT-postPregnancy:0.081
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.078
Vital: Ht-gain0to3 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.555
Correlated most with:
Maternal Lab History: PTT-postPregnancy:-0.084
Maternal Lab History: FASTING-otherPregnancy:0.084
Maternal Lab History: FASTING-postPregnancy:0.077
Diagnosis:9ccs8:Oth infectns:0.072
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.071
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.071
Maternal Lab History: WBC-postPregnancy:0.070
Diagnosis:9ccs2:Septicemia:0.067
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.067
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.066
* Vital: Wt-avg16to19 | coef 0.004 95% CI: [0.001 , 0.008] | OR_adj 1.004 [1.001 1.008] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.712
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.104
Maternal Lab History: WBC-otherPregnancy:0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Maternal Lab History: CREATININE-postPregnancy:0.081
Maternal Lab History: PAPP-A MoM-postPregnancy:0.079
Maternal Diagnosis:9ccs184:Early labor:-0.078
Diagnosis:9ccs143:Abdom hernia:0.077
Newborn Diagnosis:9ccs219:Low birth wt:-0.074
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.074
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.072
* Vital: Wt Percentile-latest | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.706
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Lab History: IRON-postPregnancy:-0.096
Diagnosis:9ccs128:Asthma:0.091
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.080
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Diagnosis:9ccs136:Teeth dx:-0.070
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069
Diagnosis:9ccs154:Gastroent:-0.068
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.065
Newborn Diagnosis:9ccs253:Allergy:-0.065
* Vital: HC-avg1to3 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.622
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.245
Maternal Diagnosis:9ccs184:Early labor:-0.244
Diagnosis:9ccs219:Low birth wt:-0.191
Maternal Diagnosis:9ccs185:Long pregncy:0.147
Newborn Diagnosis:9ccs221:Resp distres:-0.114
Lab:297262 HEMOGLOBIN (HEMOCUE):0.102
Newborn Diagnosis:9ccs222:Perint jaund:-0.094
Maternal Diagnosis:9ccs182:Hemorr preg:-0.094
Newborn Diagnosis:9ccs253:Allergy:-0.090
Maternal Lab History: ANION GAP-otherPregnancy:0.090
Vital: HC-gain5to10 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.541
Correlated most with:
Maternal Lab History: IRON-postPregnancy:0.086
Maternal Lab History: MPV-postPregnancy:0.083
Maternal Lab History: BASOPHIL-postPregnancy:-0.079
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: Alk Phos-postPregnancy:0.075
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.072
Diagnosis:9ccs257:Ot aftercare:0.070
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.065
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.065
Diagnosis:9ccs154:Gastroent:-0.065
* Vital: Wt-avg1to3 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.674
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.301
Maternal Diagnosis:9ccs184:Early labor:-0.294
Diagnosis:9ccs219:Low birth wt:-0.233
Maternal Diagnosis:9ccs185:Long pregncy:0.167
Newborn Diagnosis:9ccs221:Resp distres:-0.122
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117
Newborn Diagnosis:9ccs222:Perint jaund:-0.116
Newborn Diagnosis:9ccs253:Allergy:-0.104
Lab:297262 HEMOGLOBIN (HEMOCUE):0.103
Maternal Diagnosis:9ccs183:HTN in preg:-0.096
* Vital: Ht Percentile-latest | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.600
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.085
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.073
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.071
Diagnosis:9ccs59:Anemia:-0.070
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.069
Maternal Diagnosis:9ccs155:Other GI dx:0.066
Maternal Procedure History:59430-postPregnancy:-0.066
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.066
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.065
* Vital: Ht-avg16to19 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.589
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.096
Maternal Lab History: PAPP-A MoM-postPregnancy:0.082
Maternal Procedure History:59430-postPregnancy:-0.077
Maternal Diagnosis:9ccs155:Other GI dx:0.076
Diagnosis:9ccs147:Anal/rectal:0.075
Newborn Diagnosis:9ccs219:Low birth wt:-0.072
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.069
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.069
Maternal Diagnosis:9ccs181:Ot preg comp:0.069
Maternal Lab History: FERRITIN-postPregnancy:-0.068
Vital: HC-avg0to1 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.557
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.278
Newborn Diagnosis:9ccs219:Low birth wt:-0.277
Diagnosis:9ccs219:Low birth wt:-0.224
Maternal Diagnosis:9ccs185:Long pregncy:0.192
Lab:297262 HEMOGLOBIN (HEMOCUE):0.123
Newborn Diagnosis:9ccs222:Perint jaund:-0.113
Maternal Diagnosis:9ccs190:Fetal distrs:0.108
Maternal Lab History: HERPES I IgG-postPregnancy:-0.105
Diagnosis:9ccs205:Back problem:-0.092
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
* Vital: Wt-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.665
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.121
Maternal Diagnosis:9ccs185:Long pregncy:0.115
Newborn Diagnosis:9ccs219:Low birth wt:-0.110
Diagnosis:9ccs138:Esophgeal dx:-0.100
Diagnosis:9ccs219:Low birth wt:-0.090
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.084
Diagnosis:9ccs95:Oth nerv dx:-0.084
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.081
Diagnosis:9ccs128:Asthma:0.080
Maternal Procedure History:S9470-postPregnancy:0.077
* Vital: HC-avg5to7 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.579
Correlated most with:
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.173
Diagnosis:9ccs10:Immuniz/scrn:-0.162
Maternal Lab History: IRON-postPregnancy:-0.156
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.154
Diagnosis:9ccs3:Oth bact inf:-0.152
Diagnosis:9ccs255:Social admin:-0.137
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.134
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.131
Diagnosis:9ccs7:Viral infect:-0.123
Diagnosis:9ccs126:Ot up rsp in:-0.112
Vital: Ht Percentile-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.085
Diagnosis:9ccs59:Anemia:-0.077
Maternal Lab History: BUN-postPregnancy:0.074
Maternal Lab History: MONOS-postPregnancy:-0.067
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.066
Maternal Lab History: MPV-postPregnancy:0.065
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.062
Number of Visits:-0.062
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.061
Maternal Procedure History:90649-postPregnancy:0.060
* Vital: BMI-avg1to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.648
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.155
Maternal Diagnosis:9ccs184:Early labor:-0.147
Diagnosis:9ccs219:Low birth wt:-0.133
Diagnosis:9ccs64:Ot hematl dx:0.098
Maternal Lab History: MONOCYTE-otherPregnancy:0.092
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Lab History: PLATELET COUNT-postPregnancy:0.083
Maternal Lab History: ANION GAP-otherPregnancy:0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.080
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.076
Vital: Wt Percentile-gain13to19 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.533
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.084
Maternal Lab History: MONOCYTE-postPregnancy:-0.083
Maternal Procedure History:90746-postPregnancy:0.077
Maternal Lab History: 1 HOUR-postPregnancy:-0.072
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.072
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.071
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.069
Maternal Lab History: URINE CULTURE-postPregnancy:-0.068
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.068
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.067
* Vital: Wt for Len Percentile-avg10to13 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.680
Correlated most with:
Diagnosis:9ccs128:Asthma:0.105
Maternal Lab History: ESTRIOL-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
MatDeliveryAge:-0.077
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.074
Maternal Diagnosis:9ccs190:Fetal distrs:0.073
Diagnosis:9ccs95:Oth nerv dx:-0.071
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.070
* Vital: Wt-avg3to5 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.646
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.187
Maternal Diagnosis:9ccs184:Early labor:-0.178
Maternal Diagnosis:9ccs185:Long pregncy:0.149
Diagnosis:9ccs219:Low birth wt:-0.140
Diagnosis:9ccs138:Esophgeal dx:-0.105
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: LIPASE-postPregnancy:0.099
Maternal Lab History: IRON-postPregnancy:-0.095
Newborn Diagnosis:9ccs253:Allergy:-0.093
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.089
* Vital: Wt for Length ZScore-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.692
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Diagnosis:9ccs188:Pelvic obstr:0.083
Diagnosis:9ccs143:Abdom hernia:0.081
Maternal Lab History: ESTRIOL-postPregnancy:0.073
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070
Diagnosis:9ccs128:Asthma:0.069
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.068
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.068
Maternal Lab History: MCH-postPregnancy:-0.067
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.067
* Vital: Wt Change-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 879 | OR_unadj: 1.673 [1.252 2.235] | indivs AUC:0.566
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.145
Number of Visits:-0.130
Diagnosis:9ccs257:Ot aftercare:-0.125
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.113
Diagnosis:9ccs126:Ot up rsp in:-0.112
Diagnosis:9ccs7:Viral infect:-0.111
Maternal Lab History: GFR in African American-otherPregnancy:0.103
Maternal Lab History: GFR Calculation-otherPregnancy:0.103
Diagnosis:9ccs135:Intest infct:-0.093
Maternal Lab History: HERPES II IgG-postPregnancy:-0.089
* Vital: Wt-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.748
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.088
Maternal Lab History: WBC-otherPregnancy:0.086
Newborn Diagnosis:9ccs191:Amnios dx:0.086
Diagnosis:9ccs128:Asthma:0.083
Newborn Diagnosis:9ccs219:Low birth wt:-0.079
Maternal Diagnosis:9ccs188:Pelvic obstr:0.078
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.075
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.075
Vital: BMI-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.086
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.081
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.080
Maternal Lab History: GAMMA GT-otherPregnancy:0.072
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.068
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.068
Maternal Lab History: LDH-postPregnancy:0.060
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.060
Maternal Diagnosis:9ccs183:HTN in preg:0.060
Maternal Lab History: URINE CULTURE-postPregnancy:0.060
* Vital: Wt Change-avg16to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.130
Diagnosis:9ccs239:Superfic inj:-0.097
Diagnosis:9ccs125:Bronchitis:-0.097
Diagnosis:9ccs7:Viral infect:-0.097
Number of Visits:-0.094
Diagnosis:9ccs128:Asthma:-0.090
Diagnosis:9ccs257:Ot aftercare:-0.086
Diagnosis:9ccs126:Ot up rsp in:-0.086
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.085
Maternal Lab History: hCG MoM-postPregnancy:-0.085
* Vital: Ht-avg5to7 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.605
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.243
Maternal Diagnosis:9ccs184:Early labor:-0.152
Newborn Diagnosis:9ccs219:Low birth wt:-0.150
Maternal Diagnosis:9ccs185:Long pregncy:0.115
Diagnosis:9ccs219:Low birth wt:-0.106
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.098
Diagnosis:9ccs3:Oth bact inf:0.097
Newborn Diagnosis:9ccs218:Liveborn:-0.097
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.088
Newborn Diagnosis:9ccs253:Allergy:-0.083
* Vital: Wt for Length ZScore-avg16to19 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.721
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.086
Maternal Lab History: WBC-otherPregnancy:0.085
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.084
Maternal Diagnosis:9ccs185:Long pregncy:0.073
MatDeliveryAge:-0.071
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071
Maternal Lab History: CREATININE-postPregnancy:0.069
Maternal Lab History: ESTRIOL-postPregnancy:0.067
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.065
* Vital: BMI-avg7to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.636
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.104
Diagnosis:9ccs128:Asthma:0.087
Maternal Procedure History:S9470-postPregnancy:0.087
Diagnosis:9ccs125:Bronchitis:0.084
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: URINE PH-otherPregnancy:-0.077
Maternal Lab History: APTT-postPregnancy:-0.077
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.077
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.076
Diagnosis:9ccs95:Oth nerv dx:-0.073
Vital: Ht-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.548
Correlated most with:
Maternal Lab History: MPV-postPregnancy:0.102
Maternal Lab History: Alk Phos-postPregnancy:0.086
Maternal Lab History: PTT-otherPregnancy:-0.082
Maternal Lab History: AST-otherPregnancy:0.077
Maternal Lab History: Varicella IgG-postPregnancy:-0.076
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.074
Maternal Lab History: POTASSIUM-postPregnancy:0.072
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.069
Maternal Lab History: IRON-postPregnancy:0.069
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068
* Vital: Wt for Length Zscore-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.684
Correlated most with:
Diagnosis:9ccs128:Asthma:0.092
Maternal Lab History: ESTRIOL-postPregnancy:0.091
Newborn Diagnosis:9ccs191:Amnios dx:0.089
Maternal Procedure History:86580-otherPregnancy:-0.079
MatDeliveryAge:-0.078
Diagnosis:9ccs95:Oth nerv dx:-0.075
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.075
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.069
Maternal Lab History: WBC-otherPregnancy:0.069
Vital: HC-gain7to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: Alk Phos-postPregnancy:-0.096
Maternal Lab History: APF MoM-otherPregnancy:-0.079
Maternal Diagnosis:9ccs183:HTN in preg:-0.077
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.073
Diagnosis:9ccs58:Ot nutrit dx:-0.072
Maternal Procedure History:99401-postPregnancy:-0.072
Maternal Lab History: INHMOM-postPregnancy:-0.072
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.071
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.070
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.070
Vital: HC-gain1to5 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.442
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.097
Maternal Lab History: ALBUMIN-postPregnancy:-0.089
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:0.086
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080
Maternal Lab History: FERRITIN-otherPregnancy:-0.078
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.075
* Vital: Wt Change-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 987 | OR_unadj: 1.430 [1.090 1.874] | indivs AUC:0.594
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.156
Diagnosis:9ccs257:Ot aftercare:-0.152
Number of Visits:-0.142
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.124
Diagnosis:9ccs126:Ot up rsp in:-0.121
Diagnosis:9ccs7:Viral infect:-0.112
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.110
Maternal Lab History: TP PERIOD-otherPregnancy:-0.108
Maternal Lab History: FERRITIN-otherPregnancy:-0.105
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.105
Vital: Ht Percentile-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.470
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.110
Diagnosis:9ccs0:No DX:0.103
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.087
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.085
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.070
Lab:292495 LEAD LEVEL - Sunrise:0.069
Maternal Lab History: URINE CULTURE-postPregnancy:0.068
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.064
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.063
Maternal Lab History: FERRITIN-otherPregnancy:0.062
Vital: HR-avg10to13 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.531
Correlated most with:
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.098
Maternal Lab History: PO2-postPregnancy:-0.096
Maternal Lab History: TP VOLUME-otherPregnancy:0.077
Diagnosis:9ccs244:Other injury:-0.076
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.074
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.074
Maternal Lab History: BUN-otherPregnancy:0.070
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.069
Diagnosis:9ccs159:UTI:0.068
Diagnosis:9ccs58:Ot nutrit dx:0.066
Vital: Ht Percentile-avg1to3 | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.536
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:0.097
Maternal Lab History: GFR in African American-postPregnancy:0.097
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Diagnosis:9ccs184:Early labor:-0.095
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Maternal Lab History: APF MoM-otherPregnancy:-0.087
Diagnosis:9ccs117:Ot circul dx:-0.082
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.078
Maternal Lab History: INHMOM-otherPregnancy:-0.078
Vital: HC-gain13to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.475
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.078
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.069
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.068
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.068
Maternal Lab History: COLONY COUNT-postPregnancy:-0.064
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.062
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.061
Diagnosis:9ccs166:Oth male gen:-0.060
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.060
Vital: Wt for Len Percentile-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1353 | OR_unadj: 0.799 [0.624 1.024] | indivs AUC:0.528
Correlated most with:
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.077
Diagnosis:9ccs126:Ot up rsp in:-0.074
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.073
Maternal Lab History: AST-otherPregnancy:-0.068
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.063
Maternal Diagnosis:9ccs59:Anemia:0.063
Maternal Lab History: POTASSIUM-otherPregnancy:0.062
Maternal Lab History: BASOPHIL-postPregnancy:-0.062
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.062
Maternal Lab History: TEST NAME-postPregnancy:-0.060
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.514
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.673
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.632
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.613
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.357
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355
Vital: HC-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.524
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.094
Maternal Diagnosis:9ccs98:HTN:-0.089
Maternal Lab History: POTASSIUM-otherPregnancy:0.083
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.078
Diagnosis:9ccs134:Ot uppr resp:-0.076
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.067
Maternal Lab History: RUBELLA-otherPregnancy:-0.063
Maternal Lab History: TP VOLUME-otherPregnancy:0.060
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.059
Maternal Procedure History:90801-postPregnancy:-0.056
* Vital: Wt for Len Percentile-avg19to24 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.751
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Diagnosis:9ccs128:Asthma:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071
Diagnosis:9ccs243:Poisn nonmed:0.069
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.069
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.067
Maternal Diagnosis:9ccs184:Early labor:-0.065
Diagnosis:9ccs95:Oth nerv dx:-0.064
Diagnosis:9ccs246:FUO:0.062
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.062
Vital: Temp-postPregnancy | coef 0.004 95% CI: [-0.001 , 0.008] | OR_adj 1.004 [0.999 1.008] | occ: 242 | OR_unadj: 1.074 [0.524 2.198] | indivs AUC:0.519
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.297
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.282
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.279
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.269
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.245
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.237
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.230
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.200
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.198
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.197
* Vital: HC-avg7to10 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.549
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Lab:297262 HEMOGLOBIN (HEMOCUE):0.083
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.082
Maternal Diagnosis:9ccs185:Long pregncy:0.081
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.074
Diagnosis:9ccs75:Hx mental dx:0.073
Maternal Diagnosis:9ccs184:Early labor:-0.071
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.070
Diagnosis:9ccs2603:E Codes: Fall:0.070
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.069
* Vital: Wt for Len Percentile-gain0to24 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.753
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Diagnosis:9ccs128:Asthma:0.080
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.069
Diagnosis:9ccs243:Poisn nonmed:0.068
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.066
Diagnosis:9ccs95:Oth nerv dx:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.064
Maternal Lab History: PLATELET COUNT-postPregnancy:0.063
Diagnosis:9ccs246:FUO:0.062
Vital: Wt Percentile-gain10to16 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.463
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:0.164
Diagnosis:9ccs0:No DX:0.147
Maternal Lab History: APTT-postPregnancy:-0.102
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.096
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.086
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.085
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.084
Lab:292495 LEAD LEVEL - Sunrise:0.083
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.080
Maternal Lab History: HERPES I IgG-postPregnancy:-0.078
* Vital: Wt for Length ZScore-avg7to10 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.663
Correlated most with:
Diagnosis:9ccs128:Asthma:0.096
Diagnosis:9ccs95:Oth nerv dx:-0.088
Newborn Diagnosis:9ccs191:Amnios dx:0.084
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.083
Diagnosis:9ccs125:Bronchitis:0.080
Maternal Lab History: ABS LYMPH-postPregnancy:0.075
Maternal Procedure History:S9470-postPregnancy:0.075
Maternal Lab History: EOSINOPHIL-postPregnancy:0.074
Maternal Lab History: URINE PH-otherPregnancy:-0.074
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.073
Vital: BMI-gain7to13 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.549
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:0.119
Maternal Lab History: APF MoM-otherPregnancy:-0.107
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.095
Maternal Lab History: INHMOM-otherPregnancy:-0.093
Maternal Lab History: NT MoM-otherPregnancy:-0.090
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.090
Maternal Lab History: INHMOM-postPregnancy:-0.084
Maternal Lab History: HCG-otherPregnancy:-0.083
Maternal Lab History: PTT-otherPregnancy:0.080
Maternal Lab History: Alk Phos-postPregnancy:-0.074
Vital: Ht Percentile-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.526
Correlated most with:
Maternal Lab History: GLUCOSE-otherPregnancy:0.074
Diagnosis:9ccs244:Other injury:0.068
Newborn Diagnosis:9ccs191:Amnios dx:-0.067
Newborn Diagnosis:9ccs223:Birth trauma:-0.066
Maternal Lab History: 1 HOUR-postPregnancy:-0.065
Diagnosis:9ccs259:Unclassified:0.064
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.063
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.060
Maternal Diagnosis:9ccs181:Ot preg comp:0.058
Maternal Lab History: POLYS-postPregnancy:-0.058
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 1123 | OR_unadj: 1.201 [0.943 1.530] | indivs AUC:0.516
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.673
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.672
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.633
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.632
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.613
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.611
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.356
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.355
* Vital: Ht Percentile-gain7to13 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: NT MoM-otherPregnancy:-0.093
Maternal Lab History: APF MoM-otherPregnancy:-0.091
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.090
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.087
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.085
Maternal Lab History: URINE CULTURE-postPregnancy:-0.082
Lab:292495 LEAD LEVEL - Sunrise:-0.080
Maternal Lab History: FERRITIN-otherPregnancy:-0.079
Maternal Lab History: HCG-otherPregnancy:-0.079
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.077
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1126 | OR_unadj: 1.150 [0.895 1.477] | indivs AUC:0.515
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.996
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.736
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.734
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.693
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.688
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.674
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.670
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.654
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.649
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.478
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.996
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.919
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.915
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.783
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.714
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.711
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.667
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.663
Vital: Wt for Len Percentile-gain7to13 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.547
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.123
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.113
Maternal Lab History: INHMOM-otherPregnancy:-0.110
Maternal Lab History: NT MoM-otherPregnancy:-0.102
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.101
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.098
Maternal Lab History: HCG-otherPregnancy:-0.095
Maternal Lab History: APTT-postPregnancy:0.093
Maternal Lab History: INHMOM-postPregnancy:-0.089
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.088
* Vital: Wt for Length ZScore-avg3to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.644
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.103
Maternal Lab History: EOSINOPHIL-postPregnancy:0.087
Maternal Lab History: MCH-postPregnancy:-0.086
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.082
Maternal Lab History: PLATELET COUNT-postPregnancy:0.074
Maternal Lab History: MCV-postPregnancy:-0.072
Diagnosis:9ccs59:Anemia:0.070
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.066
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.065
Maternal Lab History: APTT-postPregnancy:-0.065
Vital: HC-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.296
Diagnosis:9ccs255:Social admin:-0.264
Diagnosis:9ccs126:Ot up rsp in:-0.240
Diagnosis:9ccs7:Viral infect:-0.222
Diagnosis:9ccs257:Ot aftercare:-0.195
Diagnosis:9ccs92:Otitis media:-0.179
Number of Visits:-0.177
Diagnosis:9ccs125:Bronchitis:-0.138
Diagnosis:9ccs59:Anemia:-0.135
Diagnosis:9ccs135:Intest infct:-0.125
Vital: HR-postPregnancy | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 489 | OR_unadj: 0.990 [0.709 1.381] | indivs AUC:0.520
Correlated most with:
Maternal Procedure History:93005-otherPregnancy:-0.148
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.146
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.108
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.107
Maternal Procedure History:81000-postPregnancy:0.106
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.106
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.106
Maternal Lab History: CREATININE-otherPregnancy:-0.105
Maternal Procedure History:99000-postPregnancy:0.104
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.103
* Vital: BMI-avg3to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.644
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.107
Maternal Procedure History:96372-postPregnancy:-0.100
Maternal Lab History: EOSINOPHIL-postPregnancy:0.093
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.088
Maternal Lab History: MCH-postPregnancy:-0.082
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080
Maternal Lab History: FASTING-otherPregnancy:-0.078
Maternal Lab History: PLATELET COUNT-postPregnancy:0.076
Maternal Lab History: 3 HOUR-otherPregnancy:0.074
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.074
* Vital: Wt for Length ZScore-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.637
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.108
Diagnosis:9ccs95:Oth nerv dx:-0.102
Diagnosis:9ccs128:Asthma:0.094
Newborn Diagnosis:9ccs218:Liveborn:0.085
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.084
Maternal Lab History: MCH-postPregnancy:-0.076
Diagnosis:9ccs59:Anemia:0.070
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.069
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.066
Maternal Lab History: PROLACTIN-postPregnancy:-0.065
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.483
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449
* Vital: Wt-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1417 | OR_unadj: 2.797 [2.219 3.525] | indivs AUC:0.683
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.105
Newborn Diagnosis:9ccs191:Amnios dx:0.091
Maternal Procedure History:S9470-postPregnancy:0.091
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Lab History: IRON-postPregnancy:-0.072
Maternal Diagnosis:9ccs190:Fetal distrs:0.071
Maternal Diagnosis:9ccs184:Early labor:-0.069
Maternal Lab History: ESTRIOL-postPregnancy:0.069
Maternal Diagnosis:9ccs188:Pelvic obstr:0.068
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.479
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.996
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.919
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.916
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.785
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.714
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.712
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.666
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.664
Vital: Wt Change-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 616 | OR_unadj: 1.170 [0.832 1.646] | indivs AUC:0.459
Correlated most with:
Maternal Procedure History:J7302-postPregnancy:0.145
Maternal Lab History: IRON-postPregnancy:-0.143
Maternal Lab History: UIBC-postPregnancy:0.134
Maternal Lab History: FERRITIN-otherPregnancy:-0.115
Diagnosis:9ccs92:Otitis media:-0.114
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.110
Number of Visits:-0.107
Diagnosis:9ccs257:Ot aftercare:-0.091
Diagnosis:9ccs125:Bronchitis:-0.090
Maternal Lab History: APF MoM-otherPregnancy:-0.088
Vital: Wt Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.549
Correlated most with:
Maternal Lab History: PAPP-A-postPregnancy:-0.108
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.102
Maternal Lab History: APTT-postPregnancy:-0.092
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.091
Maternal Lab History: A/G-otherPregnancy:-0.084
Maternal Lab History: PAPP-A-otherPregnancy:-0.084
Diagnosis:9ccs213:Cardiac anom:0.082
Diagnosis:9ccs154:Gastroent:-0.079
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.077
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.076
Vital: Wt Change-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 626 | OR_unadj: 0.825 [0.577 1.179] | indivs AUC:0.506
Correlated most with:
Maternal Procedure History:J7302-postPregnancy:-0.139
Diagnosis:9ccs92:Otitis media:-0.111
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Number of Visits:-0.094
Diagnosis:9ccs125:Bronchitis:-0.087
Diagnosis:9ccs126:Ot up rsp in:-0.087
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.085
Diagnosis:9ccs257:Ot aftercare:-0.081
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.078
* Vital: Wt Percentile-gain0to24 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.669
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.093
Diagnosis:9ccs136:Teeth dx:-0.092
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.078
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.074
Diagnosis:9ccs128:Asthma:0.073
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.067
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.060
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.059
* Vital: Ht-postPregnancy | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 482 | OR_unadj: 0.662 [0.460 0.953] | indivs AUC:0.443
Correlated most with:
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.200
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.170
Maternal Procedure History:99000-postPregnancy:0.148
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.148
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.146
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.146
Maternal Procedure History:86703-postPregnancy:0.134
Maternal Lab History: RDW-postPregnancy:-0.127
Maternal Lab History: HEMATOCRIT-postPregnancy:0.127
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.122
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.502
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744
* Vital: Wt for Len Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.565
Correlated most with:
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087
Newborn Diagnosis:9ccs224:Ot perint dx:-0.080
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Diagnosis:9ccs76:Meningitis:0.071
Diagnosis:9ccs92:Otitis media:0.069
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.069
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.064
Maternal Lab History: HERPES II IgG-postPregnancy:0.063
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.062
Maternal Lab History: 3 HOUR-otherPregnancy:0.061
* Vital: Wt for Len Percentile-avg16to19 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.725
Correlated most with:
MatDeliveryAge:-0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.086
Maternal Lab History: WBC-otherPregnancy:0.078
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.076
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.075
Maternal Lab History: ESTRIOL-postPregnancy:0.074
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.072
Vital: Wt Percentile-gain7to13 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 663 | OR_unadj: 1.165 [0.818 1.659] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: HCG-otherPregnancy:-0.180
Maternal Lab History: NT MoM-otherPregnancy:-0.179
Maternal Lab History: APF MoM-otherPregnancy:-0.175
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.175
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.165
Maternal Lab History: INHMOM-otherPregnancy:-0.155
Maternal Lab History: INHMOM-postPregnancy:-0.144
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.142
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.135
Maternal Lab History: HERPES I IgG-postPregnancy:0.129
Vital: HR-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.525
Correlated most with:
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.092
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.089
Diagnosis:9ccs125:Bronchitis:0.084
Newborn Diagnosis:9ccs217:Ot cong anom:0.083
Maternal Procedure History:59430-postPregnancy:0.080
Maternal Lab History: MONOS-otherPregnancy:0.079
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.077
Diagnosis:9ccs217:Ot cong anom:0.074
Diagnosis:9ccs247:Lymph enlarg:-0.073
Maternal Procedure History:J7300-postPregnancy:-0.069
* Vital: Ht-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.579
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.347
Diagnosis:9ccs10:Immuniz/scrn:0.289
Diagnosis:9ccs92:Otitis media:0.280
Number of Visits:0.252
Diagnosis:9ccs7:Viral infect:0.183
Diagnosis:9ccs257:Ot aftercare:0.180
Diagnosis:9ccs135:Intest infct:0.160
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145
Diagnosis:9ccs125:Bronchitis:0.140
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.445
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.511
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.309
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.258
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.244
Vital: HR-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.523
Correlated most with:
Maternal Lab History: TP VOLUME-otherPregnancy:0.106
Maternal Procedure History:87880-postPregnancy:0.097
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.089
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.082
Diagnosis:9ccs127:COPD:-0.082
Maternal Lab History: LDL-otherPregnancy:0.081
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.076
Maternal Lab History: HEMATOCRIT-postPregnancy:0.075
Number of Visits:-0.074
Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.073
* Vital: Ht-avg1to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.621
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.297
Newborn Diagnosis:9ccs219:Low birth wt:-0.290
Diagnosis:9ccs219:Low birth wt:-0.225
Maternal Diagnosis:9ccs185:Long pregncy:0.182
Newborn Diagnosis:9ccs221:Resp distres:-0.146
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126
Newborn Diagnosis:9ccs256:Exam/eval:-0.108
Newborn Diagnosis:9ccs253:Allergy:-0.106
Newborn Diagnosis:9ccs222:Perint jaund:-0.099
Lab:297262 HEMOGLOBIN (HEMOCUE):0.095
Vital: Ht Percentile-avg7to10 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.542
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.101
Diagnosis:9ccs117:Ot circul dx:-0.084
Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.080
Diagnosis:9ccs223:Birth trauma:0.077
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.076
Maternal Lab History: NT MoM-postPregnancy:-0.072
Maternal Diagnosis:9ccs184:Early labor:-0.071
Newborn Diagnosis:9ccs224:Ot perint dx:0.070
Newborn Diagnosis:9ccs253:Allergy:-0.068
Vital: HC-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.569
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.154
Maternal Diagnosis:9ccs184:Early labor:-0.150
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Newborn Diagnosis:9ccs221:Resp distres:-0.100
Diagnosis:9ccs219:Low birth wt:-0.091
Lab:297262 HEMOGLOBIN (HEMOCUE):0.089
Maternal Lab History: APF MoM-otherPregnancy:-0.083
Maternal Lab History: INHMOM-otherPregnancy:-0.081
Newborn Diagnosis:9ccs224:Ot perint dx:0.079
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
* Vital: Wt-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.673
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.109
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.100
Maternal Lab History: WBC-otherPregnancy:0.086
Diagnosis:9ccs136:Teeth dx:-0.078
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs143:Abdom hernia:0.077
Maternal Diagnosis:9ccs188:Pelvic obstr:0.077
Diagnosis:9ccs147:Anal/rectal:0.077
Maternal Diagnosis:9ccs186:DM in preg:-0.075
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.075
* Vital: Wt Percentile-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 920 | OR_unadj: 2.523 [1.996 3.191] | indivs AUC:0.667
Correlated most with:
Diagnosis:9ccs136:Teeth dx:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.075
Diagnosis:9ccs128:Asthma:0.072
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.067
Diagnosis:9ccs59:Anemia:-0.064
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.058
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.502
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.460
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.507
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.480
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.444
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.348
Vital: BP-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 581 | OR_unadj: 0.781 [0.558 1.093] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.225
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.213
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.186
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.185
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.163
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.142
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.135
Maternal Lab History: VLDL-postPregnancy:0.121
Maternal Lab History: TP VOLUME-postPregnancy:0.120
Maternal Diagnosis:9ccs183:HTN in preg:0.111
* Vital: Ht-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.566
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.209
Maternal Diagnosis:9ccs184:Early labor:-0.207
Diagnosis:9ccs219:Low birth wt:-0.174
Maternal Diagnosis:9ccs185:Long pregncy:0.157
Diagnosis:9ccs10:Immuniz/scrn:-0.152
Newborn Diagnosis:9ccs253:Allergy:-0.127
Diagnosis:9ccs255:Social admin:-0.111
Maternal Lab History: 3 HOUR-otherPregnancy:-0.100
Newborn Diagnosis:9ccs256:Exam/eval:-0.098
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1123 | OR_unadj: 1.089 [0.854 1.390] | indivs AUC:0.447
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.512
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.310
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.257
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.245
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.511
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.485
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.462
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391
* Vital: Wt for Len Percentile-avg13to16 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.674
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.078
MatDeliveryAge:-0.076
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.076
Diagnosis:9ccs147:Anal/rectal:0.072
Maternal Diagnosis:9ccs188:Pelvic obstr:0.071
Maternal Diagnosis:9ccs186:DM in preg:-0.069
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.068
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.067
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.065
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.420
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.994
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.336
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.335
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.264
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.172
Maternal Lab History: WBC-postPregnancy | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 549 | OR_unadj: 1.015 [0.727 1.418] | indivs AUC:0.535
Correlated most with:
Maternal Lab History: WBC-postPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.789
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.661
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.550
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.465
Maternal Lab History: BASOPHIL-postPregnancy:-0.356
Maternal Lab History: WBC-otherPregnancy:0.296
Maternal Lab History: ABS LYMPH-postPregnancy:0.233
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.228
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.222
Vital: Ht Percentile-gain3to7 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.539
Correlated most with:
Maternal Lab History: ANION GAP-postPregnancy:-0.083
Maternal Lab History: GFR Calculation-postPregnancy:-0.080
Maternal Lab History: GFR in African American-postPregnancy:-0.080
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.078
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.078
Diagnosis:9ccs154:Gastroent:-0.076
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.075
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.072
Maternal Lab History: PAPP-A-postPregnancy:-0.072
Maternal Lab History: MONOCYTE-otherPregnancy:0.071
* Vital: Wt-gain0to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.746
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.095
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Maternal Lab History: WBC-otherPregnancy:0.088
Diagnosis:9ccs128:Asthma:0.084
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.078
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.078
Maternal Diagnosis:9ccs188:Pelvic obstr:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
* Vital: Wt Percentile-avg16to19 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.625
Correlated most with:
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.082
Maternal Diagnosis:9ccs185:Long pregncy:0.081
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Diagnosis:9ccs136:Teeth dx:-0.076
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.074
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.074
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.071
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.070
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.069
Vital: HR-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.514
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:0.122
Diagnosis:9ccs7:Viral infect:0.104
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.084
Maternal Lab History: URINE CULTURE-postPregnancy:-0.079
Diagnosis:9ccs125:Bronchitis:0.076
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.075
Maternal Procedure History:J7302-postPregnancy:0.070
Diagnosis:9ccs122:Pneumonia:0.065
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.065
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.421
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.994
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.337
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.335
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.334
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.268
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.267
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.173
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.172
Vital: Ht Percentile-gain5to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: IRON-postPregnancy:0.105
Maternal Lab History: PROLACTIN-postPregnancy:-0.100
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.099
Maternal Lab History: COLONY COUNT-postPregnancy:-0.095
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.095
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.087
Maternal Lab History: APTT-postPregnancy:0.084
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.078
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.077
Maternal Lab History: URINE CULTURE-otherPregnancy:0.077
Vital: HR-avg13to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.519
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.084
Maternal Lab History: COLONY COUNT-postPregnancy:0.081
Maternal Lab History: PH-otherPregnancy:-0.079
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.078
Maternal Lab History: TP VOLUME-otherPregnancy:0.077
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.072
Diagnosis:9ccs10:Immuniz/scrn:0.070
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.068
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.066
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.065
* Vital: HC-avg19to24 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.568
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:0.085
Maternal Diagnosis:9ccs61:Sickle cell:0.081
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.072
Maternal Procedure History:S9470-otherPregnancy:-0.068
Maternal Procedure History:99000-otherPregnancy:0.066
Diagnosis:9ccs143:Abdom hernia:0.064
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.060
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.059
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.059
Maternal Diagnosis:9ccs185:Long pregncy:0.058
Vital: HR-avg19to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.469
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.074
Maternal Lab History: NT MoM-postPregnancy:0.070
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.070
Diagnosis:9ccs251:Abdomnl pain:-0.069
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.068
Maternal Lab History: TP PERIOD-otherPregnancy:0.066
Diagnosis:9ccs259:Unclassified:0.066
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.065
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.063
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.062
Vital: HR-avg0to1 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccs259:Unclassified:0.140
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.082
Diagnosis:9ccs213:Cardiac anom:0.081
Diagnosis:9ccs4:Mycoses:0.075
Diagnosis:9ccs223:Birth trauma:0.069
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.068
Maternal Lab History: FREE T3-postPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.066
Diagnosis:9ccs76:Meningitis:-0.063
Diagnosis:9ccs197:Skin infectn:0.061
Vital: Wt Change-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs125:Bronchitis:-0.121
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.107
Diagnosis:9ccs92:Otitis media:-0.106
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.089
Number of Visits:-0.088
Diagnosis:9ccs7:Viral infect:-0.086
Maternal Lab History: GFR in African American-postPregnancy:-0.085
Maternal Lab History: GFR Calculation-postPregnancy:-0.084
Maternal Procedure History:93005-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.079
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.459
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.508
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.482
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.481
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.445
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.349
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.347
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.556
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.345
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.214
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.196
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195
* Vital: HC-avg16to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:-0.103
Lab:297262 HEMOGLOBIN (HEMOCUE):0.093
Diagnosis:9ccs143:Abdom hernia:0.078
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.078
Newborn Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: MPV-postPregnancy:0.072
Maternal Lab History: CREATININE-postPregnancy:0.071
Maternal Diagnosis:9ccs238:Complic proc:0.070
MatDeliveryAge:0.068
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.068
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.510
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.487
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.463
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.462
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.440
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.393
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392
Vital: Wt Change-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 316 | OR_unadj: 0.819 [0.534 1.257] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: MONOCYTE-otherPregnancy:0.097
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.092
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.090
Maternal Lab History: NT MoM-postPregnancy:-0.086
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.084
Maternal Procedure History:97014-postPregnancy:-0.081
Maternal Procedure History:J1055-postPregnancy:0.080
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.078
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.077
Diagnosis:9ccs154:Gastroent:-0.076
* Vital: HR-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.552
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.138
Maternal Procedure History:93005-otherPregnancy:0.119
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.116
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.099
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.098
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.095
Maternal Lab History: 2 HOUR-postPregnancy:0.091
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.091
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.090
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.089
* Vital: Wt for Len Percentile-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.647
Correlated most with:
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.088
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Lab History: APTT-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.077
Maternal Procedure History:S9470-postPregnancy:0.076
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.074
MatDeliveryAge:-0.073
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.519
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.996
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.736
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.733
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.691
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.689
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.673
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.671
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.649
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.497
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.998
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.725
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.725
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.713
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712
Vital: Wt Percentile-gain5to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: URINE CULTURE-otherPregnancy:0.145
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.102
Diagnosis:9ccs92:Otitis media:0.091
Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.086
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.083
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.083
Maternal Lab History: IRON-postPregnancy:0.083
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.081
Diagnosis:9ccs125:Bronchitis:0.078
Maternal Lab History: GLUCOSE-otherPregnancy:-0.073
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.557
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.512
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.344
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195
Maternal Lab History: MCV-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 550 | OR_unadj: 0.841 [0.617 1.148] | indivs AUC:0.461
Correlated most with:
Maternal Lab History: MCV-postPregnancy:1.000
Maternal Lab History: MCH-postPregnancy:0.745
Maternal Lab History: RDW-postPregnancy:-0.551
Maternal Lab History: MCV-otherPregnancy:0.464
Maternal Lab History: MCH-otherPregnancy:0.414
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.389
Maternal Lab History: HEMATOCRIT-postPregnancy:0.351
Maternal Lab History: RBC-postPregnancy:-0.322
Maternal Lab History: Alk Phos-postPregnancy:-0.220
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.219
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.489
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621
* Vital: Wt for Len Percentile-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.761
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.083
Maternal Lab History: PROLACTIN-postPregnancy:-0.080
Diagnosis:9ccs95:Oth nerv dx:-0.074
Diagnosis:9ccs138:Esophgeal dx:-0.073
Maternal Lab History: MCH-postPregnancy:-0.071
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070
Maternal Lab History: IRON-postPregnancy:-0.069
Maternal Lab History: WBC-otherPregnancy:0.068
* Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.620
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.107
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.078
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.078
Maternal Lab History: CREATININE-postPregnancy:0.077
Newborn Diagnosis:9ccs191:Amnios dx:0.076
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.076
Diagnosis:9ccs128:Asthma:0.070
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.065
Vital: Wt Change-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 504 | OR_unadj: 0.896 [0.600 1.337] | indivs AUC:0.461
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:-0.141
Maternal Lab History: GFR Calculation-postPregnancy:-0.141
Diagnosis:9ccs92:Otitis media:-0.126
Diagnosis:9ccs125:Bronchitis:-0.100
Number of Visits:-0.100
Maternal Procedure History:90656-postPregnancy:0.100
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.089
Maternal Procedure History:J7302-postPregnancy:0.088
Maternal Lab History: APTT-postPregnancy:0.088
Diagnosis:9ccs166:Oth male gen:-0.085
* Vital: Ht-avg19to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.581
Correlated most with:
Maternal Procedure History:90801-postPregnancy:-0.156
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.132
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.124
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.103
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.096
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.086
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.086
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.083
Maternal Diagnosis:9ccs185:Long pregncy:0.077
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1129 | OR_unadj: 1.187 [0.933 1.510] | indivs AUC:0.552
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.996
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.387
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.385
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.381
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.357
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.355
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.344
* Vital: Wt Percentile-gain1to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 424 | OR_unadj: 0.622 [0.403 0.960] | indivs AUC:0.470
Correlated most with:
Maternal Lab History: MONOCYTE-otherPregnancy:-0.117
Maternal Procedure History:90801-postPregnancy:0.104
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.096
Maternal Lab History: UIBC-postPregnancy:-0.092
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.091
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.087
Maternal Lab History: BASOPHIL-otherPregnancy:-0.087
Maternal Lab History: MONOS-otherPregnancy:-0.081
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.080
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.075
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1123 | OR_unadj: 1.121 [0.884 1.421] | indivs AUC:0.495
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.998
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.726
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.724
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.716
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.714
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.712
Vital: Wt Percentile-gain0to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 363 | OR_unadj: 1.189 [0.815 1.732] | indivs AUC:0.517
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.125
Maternal Lab History: MONOCYTE-otherPregnancy:0.121
Maternal Diagnosis:9ccs211:Ot conn tiss:0.112
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.106
Maternal Procedure History:90656-postPregnancy:0.095
Maternal Lab History: AFP-otherPregnancy:-0.092
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.087
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.083
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.080
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.074
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1129 | OR_unadj: 1.101 [0.860 1.408] | indivs AUC:0.491
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.996
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.736
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.733
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.673
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.670
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.639
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.637
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.624
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.621
* Vital: HC-gain0to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.568
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:0.085
Maternal Diagnosis:9ccs61:Sickle cell:0.081
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.076
Maternal Procedure History:99000-otherPregnancy:0.069
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.066
Maternal Procedure History:S9470-otherPregnancy:-0.063
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.060
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.059
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.058
Diagnosis:9ccs251:Abdomnl pain:-0.057
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.554
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.996
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.386
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.385
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.383
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.356
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.355
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.345
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345
* Vital: Ht Percentile-gain0to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.587
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.084
Maternal Procedure History:59430-postPregnancy:-0.077
Diagnosis:9ccs136:Teeth dx:-0.075
Diagnosis:9ccs59:Anemia:-0.074
Maternal Diagnosis:9ccs185:Long pregncy:0.071
Maternal Diagnosis:9ccs155:Other GI dx:0.068
Maternal Diagnosis:9ccs184:Early labor:-0.066
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.065
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.062
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.062
Vital: BMI-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 476 | OR_unadj: 1.407 [0.733 2.700] | indivs AUC:0.569
Correlated most with:
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.391
Maternal Lab History: HCG-otherPregnancy:0.336
Maternal Procedure History:81000-postPregnancy:0.331
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.317
Maternal Lab History: INHMOM-postPregnancy:0.314
Maternal Lab History: INHMOM-otherPregnancy:0.297
Maternal Lab History: NT MoM-otherPregnancy:0.297
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.272
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.270
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.254
Vital: Ht Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.545
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Maternal Procedure History:59430-postPregnancy:-0.091
Diagnosis:9ccs117:Ot circul dx:-0.088
Maternal Lab History: UIBC-postPregnancy:-0.084
Diagnosis:9ccs219:Low birth wt:-0.082
Newborn Diagnosis:9ccs217:Ot cong anom:0.081
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.081
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.079
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.078
Maternal Procedure History:J7300-postPregnancy:-0.077
* Vital: Ht-gain0to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.578
Correlated most with:
Maternal Procedure History:90801-postPregnancy:-0.157
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.131
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.130
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.108
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.097
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.096
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.087
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.087
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.086
Maternal Diagnosis:9ccs185:Long pregncy:0.079
Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.472
Diagnosis:9ccs126:Ot up rsp in:0.309
Diagnosis:9ccs7:Viral infect:0.243
Diagnosis:9ccs257:Ot aftercare:0.212
Diagnosis:9ccs92:Otitis media:0.200
Diagnosis:9ccs253:Allergy:0.198
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.161
Diagnosis:9ccs90:Eye infectn:0.151
Maternal Lab History: EOSINOPHIL-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 504 | OR_unadj: 1.043 [0.709 1.532] | indivs AUC:0.529
Correlated most with:
Maternal Lab History: EOSINOPHIL-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.447
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.354
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.312
Maternal Lab History: BASOPHIL-postPregnancy:0.292
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.289
Maternal Lab History: RBC-postPregnancy:0.230
Maternal Lab History: WBC-postPregnancy:-0.205
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.166
Maternal Lab History: HEMATOCRIT-postPregnancy:0.163
Maternal Lab History: LYMPHOCYTE-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 507 | OR_unadj: 0.769 [0.544 1.086] | indivs AUC:0.465
Correlated most with:
Maternal Lab History: LYMPHOCYTE-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.793
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.616
Maternal Lab History: WBC-postPregnancy:-0.550
Maternal Lab History: ABS LYMPH-postPregnancy:0.466
Maternal Lab History: BASOPHIL-postPregnancy:0.461
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.377
Maternal Lab History: POLYS-postPregnancy:-0.374
Maternal Lab History: EOSINOPHIL-postPregnancy:0.312
Maternal Lab History: HEMATOCRIT-postPregnancy:0.297
Maternal Lab History: ABS NEUTROPHILS-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 435 | OR_unadj: 0.805 [0.541 1.197] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:1.000
Maternal Lab History: WBC-postPregnancy:0.789
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.751
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.701
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.616
Maternal Lab History: BASOPHIL-postPregnancy:-0.314
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.289
Maternal Lab History: WBC-otherPregnancy:0.245
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.227
Maternal Lab History: RBC-postPregnancy:-0.226
Vital: HR-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.531
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.100
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.082
Maternal Procedure History:59430-postPregnancy:0.080
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.079
Maternal Diagnosis:9ccs185:Long pregncy:-0.079
Diagnosis:9ccs224:Ot perint dx:0.077
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.076
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.076
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.071
Maternal Lab History: TP PERIOD-otherPregnancy:0.070
Maternal Lab History: RDW-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 550 | OR_unadj: 0.926 [0.655 1.310] | indivs AUC:0.572
Correlated most with:
Maternal Lab History: RDW-postPregnancy:1.000
Maternal Lab History: MCH-postPregnancy:-0.561
Maternal Lab History: MCV-postPregnancy:-0.551
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.496
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.407
Maternal Lab History: RDW-otherPregnancy:0.351
Maternal Lab History: MCH-otherPregnancy:-0.323
Maternal Lab History: MCV-otherPregnancy:-0.301
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.276
Maternal Lab History: ALBUMIN-postPregnancy:-0.265
* Vital: Wt Percentile-avg10to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 638 | OR_unadj: 1.802 [1.392 2.332] | indivs AUC:0.582
Correlated most with:
Maternal Lab History: IRON-postPregnancy:-0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Newborn Diagnosis:9ccs191:Amnios dx:0.083
Diagnosis:9ccs136:Teeth dx:-0.082
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.077
Diagnosis:9ccs155:Other GI dx:-0.075
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.073
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.071
Diagnosis:9ccs239:Superfic inj:-0.070
Diagnosis:9ccs143:Abdom hernia:0.069
* Vital: Ht Percentile-avg10to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.593
Correlated most with:
Diagnosis:9ccs223:Birth trauma:0.096
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.082
Maternal Diagnosis:9ccs184:Early labor:-0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.075
Maternal Lab History: FERRITIN-otherPregnancy:-0.073
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.072
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.071
Newborn Diagnosis:9ccs219:Low birth wt:-0.069
Maternal Lab History: 3 HOUR-otherPregnancy:0.065
* Vital: Wt Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 536 | OR_unadj: 1.504 [1.134 1.995] | indivs AUC:0.579
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.096
Newborn Diagnosis:9ccs191:Amnios dx:0.092
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.088
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.087
Maternal Diagnosis:9ccs188:Pelvic obstr:0.084
Diagnosis:9ccs155:Other GI dx:-0.082
Maternal Lab History: APTT-postPregnancy:-0.079
Maternal Procedure History:97110-postPregnancy:-0.077
Maternal Diagnosis:9ccs259:Unclassified:-0.077
Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1129 | OR_unadj: 0.967 [0.745 1.256] | indivs AUC:0.467
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.997
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.949
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.919
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.916
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.794
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.792
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.743
* Vital: Ht Percentile-avg19to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.577
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.086
Diagnosis:9ccs136:Teeth dx:-0.078
Maternal Procedure History:59430-postPregnancy:-0.077
Diagnosis:9ccs59:Anemia:-0.076
Maternal Diagnosis:9ccs155:Other GI dx:0.069
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.067
Maternal Diagnosis:9ccs185:Long pregncy:0.066
Maternal Diagnosis:9ccs184:Early labor:-0.066
Maternal Lab History: PAPP-A-postPregnancy:-0.063
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.062
Maternal Lab History: MCH-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 550 | OR_unadj: 0.875 [0.645 1.187] | indivs AUC:0.451
Correlated most with:
Maternal Lab History: MCH-postPregnancy:1.000
Maternal Lab History: MCV-postPregnancy:0.745
Maternal Lab History: RDW-postPregnancy:-0.561
Maternal Lab History: MCH-otherPregnancy:0.447
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.397
Maternal Lab History: MCV-otherPregnancy:0.389
Maternal Lab History: RBC-postPregnancy:-0.345
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.289
Maternal Lab History: RDW-otherPregnancy:-0.273
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.211
Maternal Lab History: BASOPHIL-postPregnancy | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 485 | OR_unadj: 0.826 [0.561 1.217] | indivs AUC:0.526
Correlated most with:
Maternal Lab History: BASOPHIL-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.461
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.368
Maternal Lab History: WBC-postPregnancy:-0.356
Maternal Lab History: HEMATOCRIT-postPregnancy:0.317
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.314
Maternal Lab History: EOSINOPHIL-postPregnancy:0.292
Maternal Lab History: RBC-postPregnancy:0.270
Maternal Lab History: POLYS-postPregnancy:-0.242
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.240
* Maternal Lab History: MONOCYTES-5P-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 439 | OR_unadj: 0.670 [0.455 0.986] | indivs AUC:0.450
Correlated most with:
Maternal Lab History: MONOCYTES-5P-postPregnancy:1.000
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.562
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.273
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.175
Maternal Lab History: AST-otherPregnancy:0.138
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.124
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.114
Maternal Lab History: O2 SATURATION-postPregnancy:0.105
Maternal Lab History: AST-postPregnancy:0.104
Maternal Lab History: SODIUM-otherPregnancy:0.103
Vital: Wt Change-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 370 | OR_unadj: 0.972 [0.656 1.439] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:-0.113
Maternal Lab History: GFR Calculation-postPregnancy:-0.113
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.102
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.099
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.097
Diagnosis:9ccs133:Oth low resp:-0.097
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.093
Maternal Lab History: IRON-postPregnancy:-0.093
Maternal Procedure History:97014-postPregnancy:-0.084
Maternal Lab History: PH-otherPregnancy:-0.083
Diagnosis:9ccs253:Allergy | coef 0.002 95% CI: [-0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs200:Oth skin dx:0.229
Diagnosis:9ccs126:Ot up rsp in:0.198
Diagnosis:9ccs255:Social admin:0.198
Diagnosis:9ccs10:Immuniz/scrn:0.198
Diagnosis:9ccs198:Ot infl skin:0.187
Number of Visits:0.186
Diagnosis:9ccs155:Other GI dx:0.183
Diagnosis:9ccs7:Viral infect:0.174
Diagnosis:9ccs257:Ot aftercare:0.174
Maternal Lab History: PLATELET COUNT-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 550 | OR_unadj: 0.945 [0.680 1.314] | indivs AUC:0.526
Correlated most with:
Maternal Lab History: PLATELET COUNT-postPregnancy:1.000
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.441
Maternal Lab History: MPV-postPregnancy:-0.417
Maternal Lab History: MCH-postPregnancy:-0.211
Maternal Lab History: MCV-postPregnancy:-0.195
Maternal Lab History: ABS LYMPH-postPregnancy:0.195
Maternal Lab History: RBC-postPregnancy:0.190
Maternal Lab History: MPV-otherPregnancy:-0.177
Maternal Lab History: GLOBULIN-postPregnancy:0.148
Maternal Lab History: EOSINOPHIL-postPregnancy:0.147
Vital: Ht Percentile-avg13to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Procedure History:59430-postPregnancy:-0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.072
Maternal Lab History: TP VOLUME-otherPregnancy:-0.071
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.068
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.067
Maternal Lab History: URINE CULTURE-postPregnancy:-0.064
Newborn Diagnosis:9ccs253:Allergy:-0.064
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.064
Vital: Ht-otherPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 261 | OR_unadj: 0.765 [0.475 1.231] | indivs AUC:0.478
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.228
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.190
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.161
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.159
Maternal Lab History: WEIGHT-otherPregnancy:0.153
Maternal Procedure History:99000-postPregnancy:0.148
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.144
Maternal Lab History: AST-otherPregnancy:-0.143
Maternal Procedure History:86703-postPregnancy:0.138
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.133
* Maternal Lab History: MPV-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 481 | OR_unadj: 0.644 [0.440 0.942] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: MPV-postPregnancy:1.000
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.417
Maternal Lab History: MPV-otherPregnancy:0.404
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.240
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.217
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.207
Maternal Lab History: RBC-postPregnancy:-0.163
Maternal Lab History: RDW-postPregnancy:0.160
Maternal Lab History: LDH-postPregnancy:0.157
Maternal Lab History: Alk Phos-postPregnancy:0.144
Vital: Ht Percentile-avg0to1 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.139
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.121
Maternal Lab History: NT MoM-otherPregnancy:-0.120
Maternal Lab History: HCG-otherPregnancy:-0.117
Maternal Lab History: COLONY COUNT-postPregnancy:0.115
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.110
Maternal Lab History: APF MoM-otherPregnancy:-0.107
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.099
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.099
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.098
Vital: Wt-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 587 | OR_unadj: 1.252 [0.913 1.716] | indivs AUC:0.569
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.370
Maternal Lab History: WEIGHT-otherPregnancy:0.360
Maternal Lab History: WEIGHT-postPregnancy:0.344
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.321
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.256
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.222
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.191
Maternal Lab History: VLDL-postPregnancy:0.179
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.176
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.171
Maternal Lab History: RBC-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 550 | OR_unadj: 0.781 [0.564 1.080] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: RBC-postPregnancy:1.000
Maternal Lab History: HEMATOCRIT-postPregnancy:0.770
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.690
Maternal Lab History: MCH-postPregnancy:-0.345
Maternal Lab History: MCV-postPregnancy:-0.322
Maternal Lab History: RBC-otherPregnancy:0.290
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.286
Maternal Lab History: BASOPHIL-postPregnancy:0.270
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.261
Maternal Lab History: EOSINOPHIL-postPregnancy:0.230
Vital: Ht Percentile-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccs223:Birth trauma:0.105
Maternal Lab History: UIBC-postPregnancy:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.091
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.086
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.081
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.080
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.079
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Lab History: HEMATOCRIT-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 550 | OR_unadj: 0.931 [0.684 1.267] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: HEMATOCRIT-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.945
Maternal Lab History: RBC-postPregnancy:0.770
Maternal Lab History: RDW-postPregnancy:-0.407
Maternal Lab History: MCV-postPregnancy:0.351
Maternal Lab History: BASOPHIL-postPregnancy:0.317
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.313
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.297
Maternal Lab History: ALBUMIN-postPregnancy:0.289
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.289
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1129 | OR_unadj: 0.852 [0.649 1.119] | indivs AUC:0.443
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.918
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.915
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.744
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.744
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.713
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.712
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.441
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.916
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.744
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.743
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.714
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712
Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 0.979 [0.754 1.271] | indivs AUC:0.467
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.997
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.948
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.946
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.919
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.915
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.794
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.792
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744
* Vital: Wt Percentile-avg13to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 654 | OR_unadj: 1.705 [1.318 2.206] | indivs AUC:0.578
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Diagnosis:9ccs239:Superfic inj:-0.092
Diagnosis:9ccs136:Teeth dx:-0.079
Maternal Procedure History:85018-postPregnancy:-0.077
Maternal Procedure History:87880-postPregnancy:-0.075
Maternal Lab History: IRON-postPregnancy:-0.074
Maternal Procedure History:90801-postPregnancy:0.071
Maternal Diagnosis:9ccs259:Unclassified:-0.070
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.068
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.065
* Maternal Lab History: CARBON DIOXIDE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 317 | OR_unadj: 0.556 [0.345 0.895] | indivs AUC:0.467
Correlated most with:
Maternal Lab History: CARBON DIOXIDE-postPregnancy:1.000
Maternal Lab History: PH-postPregnancy:0.314
Maternal Lab History: SODIUM-postPregnancy:0.275
Maternal Lab History: PO2-postPregnancy:-0.182
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.177
Maternal Lab History: ALT-postPregnancy:0.174
Maternal Procedure History:85018-postPregnancy:0.171
Maternal Lab History: O2 SATURATION-postPregnancy:-0.170
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.141
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.139
Vital: Ht Percentile-gain0to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.526
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.118
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.117
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.107
Maternal Diagnosis:9ccs211:Ot conn tiss:0.102
Maternal Lab History: AFP-otherPregnancy:-0.092
Maternal Lab History: ESTRIOL-otherPregnancy:-0.084
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.082
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.079
Maternal Lab History: ANION GAP-postPregnancy:0.079
Maternal Lab History: BUN-otherPregnancy:-0.078
Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.522
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.918
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.916
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.794
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.792
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.788
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.524
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.794
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.792
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787
Maternal Lab History: HEMOGLOBIN-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 550 | OR_unadj: 1.000 [0.742 1.347] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: HEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: HEMATOCRIT-postPregnancy:0.945
Maternal Lab History: RBC-postPregnancy:0.690
Maternal Lab History: RDW-postPregnancy:-0.496
Maternal Lab History: MCH-postPregnancy:0.397
Maternal Lab History: MCV-postPregnancy:0.389
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.377
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.325
Maternal Lab History: MCH-otherPregnancy:0.281
Maternal Lab History: ALBUMIN-postPregnancy:0.274
* Vital: BMI Percentile-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.580
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.090
Newborn Diagnosis:9ccs253:Allergy:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085
Diagnosis:9ccs48:Thyroid dsor:-0.077
Diagnosis:9ccs58:Ot nutrit dx:0.074
Maternal Procedure History:99401-otherPregnancy:0.073
Newborn Diagnosis:9ccs191:Amnios dx:0.069
Maternal Procedure History:87880-postPregnancy:-0.069
Diagnosis:9ccs209:Ot acq defor:0.068
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.065
Vital: Wt Change-avg0to1 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 225 | OR_unadj: 0.845 [0.517 1.380] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.168
Diagnosis:9ccs222:Perint jaund:-0.119
Maternal Lab History: MONOS-otherPregnancy:0.119
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.114
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.110
Maternal Procedure History:81025-postPregnancy:0.098
Maternal Procedure History:J1055-postPregnancy:0.096
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.093
Maternal Lab History: GFR in African American-otherPregnancy:0.093
Maternal Lab History: GFR Calculation-otherPregnancy:0.093
Maternal Lab History: NEUTROPHILS-5P-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 439 | OR_unadj: 0.858 [0.606 1.215] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.793
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.751
Maternal Lab History: ABS LYMPH-postPregnancy:-0.545
Maternal Lab History: WBC-postPregnancy:0.465
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.447
Maternal Lab History: BASOPHIL-postPregnancy:-0.368
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.364
Maternal Lab History: RBC-postPregnancy:-0.261
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.227
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 262 | OR_unadj: 0.768 [0.482 1.225] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.294
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.179
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.172
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.169
Maternal Lab History: Alk Phos-postPregnancy:-0.169
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.166
Maternal Lab History: WBC-postPregnancy:-0.155
Maternal Procedure History:81000-postPregnancy:0.132
Maternal Lab History: URINE PH-postPregnancy:-0.124
Vital: Wt Percentile-avg3to5 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 396 | OR_unadj: 1.125 [0.805 1.571] | indivs AUC:0.530
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.114
Newborn Diagnosis:9ccs217:Ot cong anom:0.107
Maternal Lab History: IRON-postPregnancy:-0.103
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.079
Diagnosis:9ccs219:Low birth wt:-0.074
Newborn Diagnosis:9ccs219:Low birth wt:-0.072
Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070
Maternal Procedure History:90801-postPregnancy:0.070
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.496
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Lab:294203 BILIRUBIN TOTAL - LMC:0.374
Diagnosis:9ccs62:Coag/hemr dx:-0.113
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.096
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.092
Maternal Diagnosis:9ccs5:HIV infectn:-0.088
Maternal Diagnosis:9ccs48:Thyroid dsor:0.078
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.078
Maternal Lab History: ANION GAP-postPregnancy:-0.076
Maternal Diagnosis:9ccs98:HTN:0.075
* Maternal Lab History: CALCIUM-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 316 | OR_unadj: 0.608 [0.394 0.938] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: CALCIUM-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.610
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.560
Maternal Lab History: LDH-postPregnancy:-0.378
Maternal Lab History: Alk Phos-postPregnancy:-0.331
Maternal Lab History: MAGNESIUM-postPregnancy:-0.274
Maternal Lab History: CHLORIDE-postPregnancy:-0.257
Maternal Lab History: HEMATOCRIT-postPregnancy:0.242
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.234
Maternal Lab History: CALCIUM-otherPregnancy:0.225
Vital: Wt Percentile-avg0to1 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 299 | OR_unadj: 1.324 [0.896 1.956] | indivs AUC:0.538
Correlated most with:
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.136
Maternal Lab History: COLONY COUNT-postPregnancy:0.127
Maternal Lab History: NT MoM-otherPregnancy:-0.123
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.117
Maternal Lab History: HCG-otherPregnancy:-0.117
Maternal Lab History: INHMOM-postPregnancy:-0.116
Maternal Lab History: APF MoM-otherPregnancy:-0.115
Maternal Diagnosis:9ccs185:Long pregncy:0.114
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.114
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.114
* Vital: Wt Percentile-avg5to7 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 462 | OR_unadj: 1.576 [1.167 2.127] | indivs AUC:0.565
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.101
Newborn Diagnosis:9ccs217:Ot cong anom:0.098
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.088
Maternal Lab History: APTT-postPregnancy:-0.087
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.086
Maternal Diagnosis:9ccs185:Long pregncy:0.083
Diagnosis:9ccs205:Back problem:0.083
Diagnosis:9ccs138:Esophgeal dx:-0.081
Diagnosis:9ccs159:UTI:0.075
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.074
Diagnosis:9ccs113:Late eff CVD | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.219
Diagnosis:9ccs94:Other ear dx:0.198
Diagnosis:9ccs75:Hx mental dx:0.127
Number of Visits:0.124
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.107
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.091
Diagnosis:9ccs126:Ot up rsp in:0.091
Diagnosis:9ccs257:Ot aftercare:0.087
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.081
* Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.566
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097
Newborn Diagnosis:9ccs253:Allergy:-0.093
Diagnosis:9ccs48:Thyroid dsor:-0.080
Maternal Procedure History:99401-otherPregnancy:0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
Diagnosis:9ccs209:Ot acq defor:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Diagnosis:9ccs58:Ot nutrit dx:0.074
Maternal Procedure History:90649-postPregnancy:0.074
Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.472
Diagnosis:9ccs126:Ot up rsp in:0.356
Number of Visits:0.205
Diagnosis:9ccs92:Otitis media:0.205
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs257:Ot aftercare:0.197
Diagnosis:9ccs7:Viral infect:0.189
Diagnosis:9ccs125:Bronchitis:0.138
Diagnosis:9ccs135:Intest infct:0.136
Vital: Wt Percentile-avg1to3 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 348 | OR_unadj: 1.343 [0.953 1.892] | indivs AUC:0.546
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Newborn Diagnosis:9ccs219:Low birth wt:-0.105
Diagnosis:9ccs219:Low birth wt:-0.099
Maternal Lab History: GLUCOSE-postPregnancy:0.097
Maternal Lab History: GFR in African American-postPregnancy:0.094
Maternal Lab History: GFR Calculation-postPregnancy:0.094
Maternal Diagnosis:9ccs184:Early labor:-0.092
Diagnosis:9ccs138:Esophgeal dx:-0.090
Maternal Lab History: MONOS-otherPregnancy:0.089
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Maternal Lab History: CHOLESTEROL-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 123 | OR_unadj: 0.902 [0.461 1.766] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: CHOLESTEROL-postPregnancy:1.000
Maternal Lab History: LDL-postPregnancy:0.627
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.529
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.449
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.403
Maternal Lab History: VLDL-postPregnancy:0.299
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.250
Maternal Lab History: URIC ACID-postPregnancy:-0.205
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.180
Maternal Lab History: AST (SGOT)-postPregnancy:0.172
Maternal Lab History: ABS LYMPH-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 437 | OR_unadj: 0.870 [0.606 1.251] | indivs AUC:0.524
Correlated most with:
Maternal Lab History: ABS LYMPH-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.545
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.466
Maternal Lab History: ABS LYMPH-otherPregnancy:0.238
Maternal Lab History: WBC-postPregnancy:0.233
Maternal Lab History: PLATELET COUNT-postPregnancy:0.195
Maternal Lab History: EOSINOPHIL-postPregnancy:0.160
Maternal Lab History: RBC-postPregnancy:0.144
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.137
Maternal Lab History: FASTING-postPregnancy:0.128
* Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.566
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097
Newborn Diagnosis:9ccs253:Allergy:-0.093
Diagnosis:9ccs48:Thyroid dsor:-0.080
Maternal Procedure History:99401-otherPregnancy:0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
Diagnosis:9ccs209:Ot acq defor:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Diagnosis:9ccs58:Ot nutrit dx:0.074
Maternal Procedure History:90649-postPregnancy:0.074
Maternal Lab History: CREATININE-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 317 | OR_unadj: nan [ nan nan] | indivs AUC:0.540
Correlated most with:
Maternal Lab History: CREATININE-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.534
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.458
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.435
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.427
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.408
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.404
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.366
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.346
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.341
Vital: HR-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 244 | OR_unadj: 0.917 [0.577 1.459] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: ESTRIOL-otherPregnancy:-0.175
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.167
Maternal Lab History: WEIGHT-otherPregnancy:0.162
Maternal Lab History: PT-otherPregnancy:-0.161
Maternal Procedure History:86580-otherPregnancy:-0.156
Maternal Lab History: CALCIUM-otherPregnancy:0.151
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.130
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.126
Maternal Procedure History:93005-otherPregnancy:-0.125
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.120
Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.506
Correlated most with:
Newborn Diagnosis:9ccs256:Exam/eval:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.332
Maternal Diagnosis:9ccs184:Early labor:0.288
Newborn Diagnosis:9ccs222:Perint jaund:0.269
Newborn Diagnosis:9ccs253:Allergy:0.218
Diagnosis:9ccs219:Low birth wt:0.214
Newborn Diagnosis:9ccs221:Resp distres:0.179
Maternal Diagnosis:9ccs191:Amnios dx:0.139
Maternal Diagnosis:9ccs182:Hemorr preg:0.131
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.113
Maternal Lab History: ABS MONOCYTES-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 436 | OR_unadj: 0.813 [0.567 1.167] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: ABS MONOCYTES-postPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.701
Maternal Lab History: WBC-postPregnancy:0.661
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.562
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.377
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.364
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.176
Maternal Lab History: BASOPHIL-postPregnancy:-0.173
Maternal Lab History: RBC-postPregnancy:-0.173
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.169
Maternal Lab History: ALT-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 302 | OR_unadj: 0.676 [0.384 1.190] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: ALT-postPregnancy:1.000
Maternal Lab History: AST-postPregnancy:0.625
Maternal Lab History: AST (SGOT)-postPregnancy:0.459
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.289
Maternal Lab History: VLDL-postPregnancy:0.243
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.240
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.235
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.224
Maternal Lab History: Alk Phos-postPregnancy:0.209
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.198
Vital: Wt for Len Percentile-gain1to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 495 | OR_unadj: 1.260 [0.921 1.724] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.088
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.084
Diagnosis:9ccs3:Oth bact inf:-0.076
Maternal Diagnosis:9ccs190:Fetal distrs:0.072
Maternal Diagnosis:9ccs106:Dysrhythmia:-0.068
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.068
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.067
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.066
Lab:294147 FREE T4 - LMC:0.063
Maternal Procedure History:90746-postPregnancy:0.062
Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.492
Correlated most with:
Newborn Diagnosis:9ccs259:Unclassified:1.000
Maternal Diagnosis:9ccs186:DM in preg:0.347
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.241
Maternal Diagnosis:9ccs49:DiabMel no c:0.168
MatDeliveryAge:0.132
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.097
Newborn Diagnosis:9ccs219:Low birth wt:0.094
Maternal Lab History: TP VOLUME-otherPregnancy:0.092
Newborn Diagnosis:9ccs221:Resp distres:0.083
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.083
Vital: BMI-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 261 | OR_unadj: 0.945 [0.528 1.690] | indivs AUC:0.514
Correlated most with:
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.178
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.176
Maternal Procedure History:59430-postPregnancy:0.164
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.162
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.161
Maternal Lab History: 3 HOUR-postPregnancy:-0.154
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.152
Maternal Procedure History:90801-postPregnancy:0.148
Maternal Lab History: BASOPHIL-postPregnancy:0.147
Maternal Lab History: RDW-otherPregnancy:0.141
Maternal Lab History: LYMPHOCYTE-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 234 | OR_unadj: 0.751 [0.451 1.250] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: LYMPHOCYTE-otherPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.864
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.587
Maternal Lab History: ABS LYMPH-otherPregnancy:0.586
Maternal Lab History: WBC-otherPregnancy:-0.474
Maternal Lab History: POLYS-otherPregnancy:-0.413
Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.270
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.258
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.227
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.206
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 223 | OR_unadj: 0.953 [0.574 1.583] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:1.000
Lab:294147 FREE T4 - LMC:-0.208
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.203
Lab:294205 TSH REFLEX TO FT4 - LMC:0.167
Maternal Diagnosis:9ccs186:DM in preg:0.167
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.165
Maternal Lab History: ALT-postPregnancy:0.131
Maternal Procedure History:86580-postPregnancy:0.124
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.120
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.116
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 186 | OR_unadj: 1.175 [0.737 1.873] | indivs AUC:0.536
Correlated most with:
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.294
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.178
Maternal Lab History: SODIUM-otherPregnancy:-0.173
Maternal Lab History: BUN-otherPregnancy:0.171
Maternal Lab History: ANION GAP-otherPregnancy:-0.167
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.165
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.157
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.157
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.148
Maternal Lab History: AST-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 172 | OR_unadj: 1.437 [0.845 2.445] | indivs AUC:0.544
Correlated most with:
Maternal Lab History: AST-otherPregnancy:1.000
Maternal Lab History: ALT-otherPregnancy:0.592
Maternal Lab History: PT-otherPregnancy:0.331
Maternal Lab History: Alk Phos-otherPregnancy:0.300
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.275
Maternal Lab History: GAMMA GT-otherPregnancy:0.249
Maternal Lab History: AST (SGOT)-postPregnancy:0.241
Maternal Lab History: PTT-otherPregnancy:-0.228
Maternal Lab History: AFP-postPregnancy:0.178
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.174
Maternal Lab History: URINE PROTEIN-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 54 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: URINE PROTEIN-postPregnancy:1.000
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.348
Maternal Lab History: FIBRINOGEN-postPregnancy:0.215
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.214
Newborn Diagnosis:9ccs221:Resp distres:0.211
Maternal Lab History: PT-postPregnancy:-0.191
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.180
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.179
Maternal Diagnosis:9ccs168:PID:0.176
Maternal Procedure History:90772-postPregnancy:-0.153
Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.552
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.234
Diagnosis:9ccs126:Ot up rsp in:0.182
Diagnosis:9ccs257:Ot aftercare:0.171
Diagnosis:9ccs7:Viral infect:0.168
Diagnosis:9ccs125:Bronchitis:0.167
Diagnosis:9ccs92:Otitis media:0.154
Diagnosis:9ccs10:Immuniz/scrn:0.145
Diagnosis:9ccs255:Social admin:0.136
Diagnosis:9ccs155:Other GI dx:0.131
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 128 | OR_unadj: 0.955 [0.470 1.937] | indivs AUC:0.526
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:1.000
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.238
Maternal Lab History: LIPASE-postPregnancy:-0.180
Maternal Lab History: O2 SATURATION-postPregnancy:-0.158
Maternal Lab History: PO2-postPregnancy:-0.153
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.134
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.131
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.129
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.128
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.126
Maternal Lab History: Alk Phos-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 300 | OR_unadj: 0.574 [0.322 1.022] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: Alk Phos-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:-0.530
Maternal Lab History: LDH-postPregnancy:0.445
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.422
Maternal Lab History: MAGNESIUM-postPregnancy:0.335
Maternal Lab History: CALCIUM-postPregnancy:-0.331
Maternal Diagnosis:9ccs149:Biliary dx:0.288
Maternal Lab History: AST-postPregnancy:0.284
Maternal Lab History: Alk Phos-otherPregnancy:0.282
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.261
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 171 | OR_unadj: 0.665 [0.363 1.217] | indivs AUC:0.471
Correlated most with:
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:1.000
Maternal Lab History: AFP-postPregnancy:0.421
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.307
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.303
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.303
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.185
Maternal Lab History: ALBUMIN-postPregnancy:-0.130
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.128
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.127
Maternal Lab History: FERRITIN-otherPregnancy:0.125
Vital: Wt for Len Percentile-avg3to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 504 | OR_unadj: 1.284 [0.941 1.751] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: PROLACTIN-postPregnancy:-0.075
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.072
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.070
Maternal Diagnosis:9ccs190:Fetal distrs:0.069
Lab:294147 FREE T4 - LMC:0.066
Maternal Lab History: ANION GAP-postPregnancy:-0.066
Maternal Procedure History:90746-postPregnancy:0.066
Diagnosis:9ccs117:Ot circul dx:-0.065
Diagnosis:9ccs211:Ot conn tiss:-0.063
Diagnosis:9ccs208:Acq foot def:0.059
Maternal Lab History: HEMATOCRIT-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 0.895 [0.568 1.410] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HEMATOCRIT-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.941
Maternal Lab History: RBC-otherPregnancy:0.688
Maternal Lab History: MCV-otherPregnancy:0.451
Maternal Lab History: RDW-otherPregnancy:-0.425
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.325
Maternal Lab History: ALBUMIN-otherPregnancy:0.296
Maternal Lab History: MCH-otherPregnancy:0.293
Maternal Lab History: HEMATOCRIT-postPregnancy:0.289
Maternal Lab History: CALCIUM-otherPregnancy:0.264
* Vital: BMI Percentile-latest | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 247 | OR_unadj: 2.918 [2.034 4.185] | indivs AUC:0.582
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.094
Newborn Diagnosis:9ccs253:Allergy:-0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.088
Diagnosis:9ccs48:Thyroid dsor:-0.084
Maternal Procedure History:99401-otherPregnancy:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Diagnosis:9ccs58:Ot nutrit dx:0.073
Maternal Procedure History:90649-postPregnancy:0.071
Newborn Diagnosis:9ccs191:Amnios dx:0.071
Diagnosis:9ccs209:Ot acq defor:0.071
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 195 | OR_unadj: 1.037 [0.649 1.659] | indivs AUC:0.530
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.864
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.693
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.580
Maternal Lab History: WBC-otherPregnancy:0.436
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.371
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.233
Maternal Lab History: BASOPHIL-otherPregnancy:-0.223
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.214
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.208
Maternal Diagnosis:9ccs176:Contraceptiv | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 154 | OR_unadj: 0.843 [0.556 1.278] | indivs AUC:0.489
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv:1.000
MatDeliveryAge:0.243
Maternal Diagnosis:9ccs189:Prev c-sectn:0.233
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.135
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.130
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.114
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.107
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.106
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.105
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.095
Vital: Wt-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 266 | OR_unadj: 0.998 [0.625 1.594] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: WEIGHT-otherPregnancy:0.575
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.301
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.289
Maternal Lab History: WEIGHT-postPregnancy:0.268
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.228
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.208
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.203
Maternal Lab History: WBC-otherPregnancy:0.196
Maternal Lab History: ALT-otherPregnancy:0.192
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.183
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 180 | OR_unadj: 0.649 [0.338 1.249] | indivs AUC:0.527
Correlated most with:
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:1.000
Maternal Lab History: AST (SGOT)-otherPregnancy:0.189
Maternal Lab History: BILE ACIDS-otherPregnancy:0.172
Maternal Lab History: PTT-postPregnancy:0.149
Maternal Lab History: URINE PH-postPregnancy:-0.146
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.142
Maternal Lab History: BUN-otherPregnancy:0.136
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.136
Maternal Lab History: eGFR-postPregnancy:0.124
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.119
Diagnosis:9ccs165:Inf male gen | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs165:Inf male gen:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.124
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.123
Diagnosis:9ccs244:Other injury:0.118
Maternal Lab History: PTT-otherPregnancy:0.112
Maternal Lab History: COLONY COUNT-postPregnancy:0.112
Lab:294147 FREE T4 - LMC:-0.110
Maternal Lab History: INR-otherPregnancy:0.107
Diagnosis:9ccs166:Oth male gen:0.102
Diagnosis:9ccs135:Intest infct:0.096
Maternal Lab History: UREA NITROGEN-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 81 | OR_unadj: 0.499 [0.194 1.282] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: UREA NITROGEN-postPregnancy:1.000
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.162
Maternal Lab History: GLUCOSE-otherPregnancy:-0.156
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.151
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.145
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.135
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.133
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.127
Maternal Lab History: MONOS-postPregnancy:-0.127
Maternal Lab History: INHMOM-postPregnancy:0.126
Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.229
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs239:Superfic inj:0.169
Diagnosis:9ccs155:Other GI dx:0.168
Number of Visits:0.163
Diagnosis:9ccs198:Ot infl skin:0.160
Diagnosis:9ccs126:Ot up rsp in:0.151
Diagnosis:9ccs10:Immuniz/scrn:0.148
Diagnosis:9ccs133:Oth low resp:0.147
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 100 | OR_unadj: 0.583 [0.244 1.394] | indivs AUC:0.478
Correlated most with:
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.345
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.256
Maternal Lab History: TP VOLUME-otherPregnancy:0.223
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.203
Maternal Lab History: LDH-otherPregnancy:-0.198
Maternal Lab History: 1 HOUR-postPregnancy:0.193
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.180
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.179
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.172
Diagnosis:9ccs159:UTI | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.225
Diagnosis:9ccs163:Other GU dx:0.164
Diagnosis:9ccs2:Septicemia:0.129
Diagnosis:9ccs257:Ot aftercare:0.120
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.117
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.115
Maternal Lab History: RUBELLA-postPregnancy:0.104
Maternal Lab History: PTT-otherPregnancy:0.096
Diagnosis:9ccs122:Pneumonia:0.095
* Diagnosis:9ccs128:Asthma | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.553
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs122:Pneumonia:0.304
Diagnosis:9ccs125:Bronchitis:0.246
Diagnosis:9ccs92:Otitis media:0.232
Diagnosis:9ccs257:Ot aftercare:0.189
Number of Visits:0.187
Diagnosis:9ccs133:Oth low resp:0.170
Diagnosis:9ccs127:COPD:0.160
Diagnosis:9ccs126:Ot up rsp in:0.156
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.181
Newborn Diagnosis:9ccs222:Perint jaund:0.108
Lab:294203 BILIRUBIN TOTAL - LMC:-0.101
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077
Maternal Diagnosis:9ccs7:Viral infect:0.075
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: POTASSIUM-otherPregnancy:-0.069
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.068
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.480
Correlated most with:
Newborn Diagnosis:9ccs94:Other ear dx:1.000
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.397
Newborn Diagnosis:9ccs0:No DX:-0.355
Newborn Diagnosis:9ccs221:Resp distres:-0.124
Newborn Diagnosis:9ccs218:Liveborn:0.110
Diagnosis:9ccs213:Cardiac anom:-0.097
Maternal Lab History: COLONY COUNT-postPregnancy:-0.097
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.094
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.088
Maternal Diagnosis:9ccs182:Hemorr preg:-0.087
Maternal Lab History: PLATELET COUNT-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 1.095 [0.706 1.699] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: PLATELET COUNT-otherPregnancy:1.000
Maternal Lab History: MPV-otherPregnancy:-0.453
Maternal Lab History: PLATELET COUNT-postPregnancy:0.441
Maternal Lab History: MCH-otherPregnancy:-0.262
Maternal Lab History: MPV-postPregnancy:-0.240
Maternal Lab History: ABS LYMPH-otherPregnancy:0.237
Maternal Lab History: MCV-otherPregnancy:-0.206
Maternal Lab History: POTASSIUM-otherPregnancy:0.198
Maternal Lab History: APF MoM-otherPregnancy:-0.185
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.185
Maternal Lab History: MCV-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 0.683 [0.426 1.095] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: MCV-otherPregnancy:1.000
Maternal Lab History: MCH-otherPregnancy:0.775
Maternal Lab History: RDW-otherPregnancy:-0.533
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.489
Maternal Lab History: MCV-postPregnancy:0.464
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.451
Maternal Lab History: MCH-postPregnancy:0.389
Maternal Lab History: RBC-otherPregnancy:-0.334
Maternal Lab History: RDW-postPregnancy:-0.301
Maternal Lab History: IRON-postPregnancy:0.233
Maternal Procedure History:81000-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 321 | OR_unadj: 0.850 [0.478 1.511] | indivs AUC:0.530
Correlated most with:
Maternal Procedure History:81000-postPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.423
Maternal Procedure History:99401-postPregnancy:0.343
Maternal Lab History: POLYS-postPregnancy:0.269
Maternal Procedure History:86703-postPregnancy:0.252
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.242
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.237
Maternal Procedure History:81000-otherPregnancy:0.237
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.236
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.234
Diagnosis:9ccs133:Oth low resp | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.538
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Number of Visits:0.195
Diagnosis:9ccs256:Exam/eval:0.184
Diagnosis:9ccs155:Other GI dx:0.172
Diagnosis:9ccs128:Asthma:0.170
Diagnosis:9ccs154:Gastroent:0.166
Diagnosis:9ccs253:Allergy:0.164
Diagnosis:9ccs126:Ot up rsp in:0.155
Diagnosis:9ccs127:COPD:0.155
Diagnosis:9ccs7:Viral infect:0.149
Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.184
Diagnosis:9ccs155:Other GI dx:0.140
Diagnosis:9ccs200:Oth skin dx:0.140
Diagnosis:9ccs154:Gastroent:0.138
Diagnosis:9ccs239:Superfic inj:0.127
Diagnosis:9ccs253:Allergy:0.118
Diagnosis:9ccs258:Other screen:0.102
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.102
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.097
Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs92:Otitis media:0.369
Diagnosis:9ccs255:Social admin:0.356
Number of Visits:0.332
Diagnosis:9ccs10:Immuniz/scrn:0.309
Diagnosis:9ccs257:Ot aftercare:0.279
Diagnosis:9ccs7:Viral infect:0.270
Diagnosis:9ccs125:Bronchitis:0.250
Diagnosis:9ccs90:Eye infectn:0.206
Diagnosis:9ccs253:Allergy:0.198
Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 794 | OR_unadj: 1.158 [0.923 1.452] | indivs AUC:0.543
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir:1.000
MatDeliveryAge:0.147
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.140
Maternal Diagnosis:9ccs190:Fetal distrs:0.122
Maternal Diagnosis:9ccs191:Amnios dx:0.109
Maternal Diagnosis:9ccs183:HTN in preg:0.088
Newborn Diagnosis:9ccs256:Exam/eval:0.087
Diagnosis:9ccs76:Meningitis:-0.083
Maternal Diagnosis:9ccs46:Bnign ut neo:0.083
Newborn Diagnosis:9ccs224:Ot perint dx:0.082
* Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 561 | OR_unadj: 0.770 [0.600 0.988] | indivs AUC:0.429
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:1.000
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.640
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.631
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.559
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.535
Maternal Lab History: CREATININE-postPregnancy:-0.534
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.507
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.498
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.496
Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.440
Maternal Lab History: HEMOGLOBIN A2-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 194 | OR_unadj: 0.655 [0.358 1.197] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.853
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.293
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.206
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.165
Maternal Lab History: COLONY COUNT-postPregnancy:0.161
Maternal Lab History: AFP-postPregnancy:0.134
Maternal Lab History: MONOS-postPregnancy:-0.122
Maternal Procedure History:99000-otherPregnancy:-0.119
Maternal Lab History: HCG-otherPregnancy:0.115
Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.469
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs113:Late eff CVD:0.219
Diagnosis:9ccs94:Other ear dx:0.205
Diagnosis:9ccs95:Oth nerv dx:0.179
Number of Visits:0.130
Diagnosis:9ccs10:Immuniz/scrn:0.122
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.101
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.091
Diagnosis:9ccs126:Ot up rsp in:0.089
Diagnosis:9ccs216:Nerv cong an:0.078
Maternal Lab History: TOTAL PROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 180 | OR_unadj: 0.852 [0.495 1.466] | indivs AUC:0.472
Correlated most with:
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.757
Maternal Lab History: CALCIUM-otherPregnancy:0.528
Maternal Lab History: CHLORIDE-otherPregnancy:-0.312
Maternal Lab History: BUN-otherPregnancy:0.292
Maternal Lab History: RBC-otherPregnancy:0.218
Maternal Lab History: Alk Phos-otherPregnancy:-0.215
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.212
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.200
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.196
* Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.502
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Diagnosis:9ccs219:Low birth wt:-0.264
Maternal Diagnosis:9ccs159:UTI:-0.194
Diagnosis:9ccs59:Anemia:-0.135
Maternal Diagnosis:9ccs184:Early labor:-0.134
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:-0.105
Newborn Diagnosis:9ccs256:Exam/eval:-0.105
Newborn Diagnosis:9ccs219:Low birth wt:-0.095
Diagnosis:9ccs153:GI hemorrhag:-0.095
Diagnosis:9ccs147:Anal/rectal:0.094
Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.531
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.205
Diagnosis:9ccs113:Late eff CVD:0.198
Number of Visits:0.175
Diagnosis:9ccs92:Otitis media:0.119
Diagnosis:9ccs126:Ot up rsp in:0.101
Diagnosis:9ccs95:Oth nerv dx:0.101
Maternal Procedure History:45300-postPregnancy:0.089
Diagnosis:9ccs127:COPD:0.084
Diagnosis:9ccs7:Viral infect:0.080
Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs257:Ot aftercare:0.288
Diagnosis:9ccs126:Ot up rsp in:0.250
Diagnosis:9ccs128:Asthma:0.246
Diagnosis:9ccs92:Otitis media:0.230
Diagnosis:9ccs7:Viral infect:0.219
Diagnosis:9ccs122:Pneumonia:0.187
Number of Visits:0.183
Diagnosis:9ccs90:Eye infectn:0.175
Diagnosis:9ccs135:Intest infct:0.167
Maternal Lab History: RDW-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 240 | OR_unadj: 1.025 [0.629 1.671] | indivs AUC:0.528
Correlated most with:
Maternal Lab History: RDW-otherPregnancy:1.000
Maternal Lab History: MCH-otherPregnancy:-0.568
Maternal Lab History: MCV-otherPregnancy:-0.533
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.518
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.425
Maternal Lab History: RDW-postPregnancy:0.351
Maternal Lab History: MCH-postPregnancy:-0.273
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.219
Maternal Lab History: MCV-postPregnancy:-0.210
Maternal Lab History: CALCIUM-otherPregnancy:-0.206
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.242
Diagnosis:9ccs90:Eye infectn:0.173
Diagnosis:9ccs7:Viral infect:0.121
Number of Visits:0.111
Diagnosis:9ccs217:Ot cong anom:0.110
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100
Diagnosis:9ccs96:Hrt valve dx:0.097
Diagnosis:9ccs134:Ot uppr resp:0.096
Diagnosis:9ccs258:Other screen:0.093
Maternal Lab History: CHLORIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 315 | OR_unadj: 0.897 [0.598 1.346] | indivs AUC:0.558
Correlated most with:
Maternal Lab History: CHLORIDE-postPregnancy:1.000
Maternal Lab History: SODIUM-postPregnancy:0.329
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.266
Maternal Lab History: CALCIUM-postPregnancy:-0.257
Maternal Lab History: ALBUMIN-postPregnancy:-0.234
Maternal Lab History: GLOBULIN-postPregnancy:-0.215
Maternal Lab History: CHLORIDE-otherPregnancy:0.172
Maternal Lab History: A/G-postPregnancy:0.144
Maternal Lab History: MAGNESIUM-postPregnancy:0.142
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.140
* Maternal Lab History: URINE PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 262 | OR_unadj: 0.615 [0.404 0.936] | indivs AUC:0.476
Correlated most with:
Maternal Lab History: URINE PH-postPregnancy:1.000
Maternal Lab History: URINE PH-otherPregnancy:0.206
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:-0.146
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.127
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.124
Maternal Lab History: MCV-postPregnancy:0.122
Maternal Lab History: CHLORIDE-postPregnancy:-0.121
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.119
Maternal Lab History: COLONY COUNT-postPregnancy:-0.113
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.112
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 193 | OR_unadj: 1.190 [0.724 1.954] | indivs AUC:0.559
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:1.000
Maternal Lab History: WBC-otherPregnancy:0.839
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.693
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.587
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.580
Maternal Lab History: WBC-postPregnancy:0.228
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.227
Maternal Lab History: LDH-otherPregnancy:0.201
Maternal Lab History: URINE KETONES-otherPregnancy:0.199
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.176
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs155:Other GI dx:0.133
Number of Visits:0.121
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.093
Diagnosis:9ccs239:Superfic inj:0.093
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs200:Oth skin dx:0.087
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087
Diagnosis:9ccs257:Ot aftercare:0.081
Maternal Lab History: SODIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 315 | OR_unadj: 0.791 [0.529 1.182] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: SODIUM-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.338
Maternal Lab History: CHLORIDE-postPregnancy:0.329
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.275
Maternal Lab History: BUN-postPregnancy:0.266
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.253
Maternal Lab History: INR-postPregnancy:0.214
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.209
Maternal Lab History: PT-postPregnancy:0.189
Maternal Lab History: CALCIUM-postPregnancy:0.187
Maternal Lab History: RBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 241 | OR_unadj: 0.692 [0.417 1.148] | indivs AUC:0.470
Correlated most with:
Maternal Lab History: RBC-otherPregnancy:1.000
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.688
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.595
Maternal Lab History: MCV-otherPregnancy:-0.334
Maternal Lab History: MCH-otherPregnancy:-0.319
Maternal Lab History: RBC-postPregnancy:0.290
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.218
Maternal Procedure History:81000-otherPregnancy:-0.217
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.208
Maternal Lab History: ALBUMIN-otherPregnancy:0.199
Maternal Procedure History:81000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 265 | OR_unadj: 1.208 [0.796 1.835] | indivs AUC:0.545
Correlated most with:
Maternal Procedure History:81000-otherPregnancy:1.000
Maternal Procedure History:99401-otherPregnancy:0.312
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.252
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.245
Maternal Procedure History:81000-postPregnancy:0.237
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.218
Maternal Lab History: RBC-otherPregnancy:-0.217
Maternal Lab History: MCV-otherPregnancy:0.192
Maternal Lab History: LDL-otherPregnancy:0.180
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.165
Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.185
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.099
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.098
Maternal Procedure History:81025-postPregnancy:0.081
Diagnosis:9ccs163:Other GU dx:0.078
Maternal Procedure History:90656-postPregnancy:0.077
Maternal Lab History: IRON-postPregnancy:-0.077
Maternal Lab History: Varicella IgG-postPregnancy:-0.074
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.074
Maternal Lab History: URINE UROBILINOGEN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 75 | OR_unadj: 2.013 [0.882 4.591] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:1.000
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.298
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.289
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.287
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.222
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.193
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.181
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.163
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.140
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.139
Maternal Lab History: POLYS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 135 | OR_unadj: 0.779 [0.412 1.471] | indivs AUC:0.534
Correlated most with:
Maternal Lab History: POLYS-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.374
Maternal Lab History: MONOS-postPregnancy:-0.279
Maternal Lab History: POLYS-otherPregnancy:0.277
Maternal Procedure History:81000-postPregnancy:0.269
Maternal Lab History: BASOPHIL-postPregnancy:-0.242
Maternal Lab History: URINE CULTURE-postPregnancy:-0.203
Maternal Lab History: WBC-postPregnancy:0.187
Maternal Lab History: IRON-postPregnancy:-0.173
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.169
Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.212
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Diagnosis:9ccs91:Other eye dx:0.110
Diagnosis:9ccs95:Oth nerv dx:0.107
Maternal Lab History: HERPES II IgG-postPregnancy:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.089
Diagnosis:9ccs257:Ot aftercare:0.089
Diagnosis:9ccs133:Oth low resp:0.085
Lab:292495 LEAD LEVEL - Sunrise:0.085
Maternal Lab History: WBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 241 | OR_unadj: 0.986 [0.618 1.573] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: WBC-otherPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.839
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.528
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.474
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.436
Maternal Lab History: WBC-postPregnancy:0.296
Maternal Lab History: ABS LYMPH-otherPregnancy:0.264
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.245
Maternal Lab History: POLYS-otherPregnancy:0.242
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.234
Vital: BP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 268 | OR_unadj: 0.904 [0.578 1.413] | indivs AUC:0.518
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.398
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.348
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.288
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.258
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.246
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.212
Maternal Lab History: WEIGHT-otherPregnancy:0.211
Maternal Lab History: RBC-otherPregnancy:0.210
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.201
Maternal Procedure History:81000-otherPregnancy:-0.185
Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135
Diagnosis:9ccs216:Nerv cong an:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.085
Diagnosis:9ccs255:Social admin:0.076
Diagnosis:9ccs137:Mouth dx:0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.074
Diagnosis:9ccs4:Mycoses:0.074
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.072
Newborn Diagnosis:9ccs213:Cardiac anom:0.070
Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.369
Number of Visits:0.277
Diagnosis:9ccs257:Ot aftercare:0.273
Diagnosis:9ccs128:Asthma:0.232
Diagnosis:9ccs125:Bronchitis:0.230
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs90:Eye infectn:0.204
Diagnosis:9ccs10:Immuniz/scrn:0.200
Maternal Procedure History:99401-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 204 | OR_unadj: 1.233 [0.723 2.104] | indivs AUC:0.501
Correlated most with:
Maternal Procedure History:99401-otherPregnancy:1.000
Maternal Procedure History:99401-postPregnancy:0.483
Maternal Procedure History:86703-otherPregnancy:0.463
Maternal Procedure History:81000-otherPregnancy:0.312
Maternal Procedure History:86703-postPregnancy:0.242
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.187
Maternal Procedure History:99000-postPregnancy:0.176
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.157
Maternal Procedure History:90656-otherPregnancy:-0.156
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.154
Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Diagnosis:9ccs126:Ot up rsp in:0.270
Number of Visits:0.267
Diagnosis:9ccs10:Immuniz/scrn:0.243
Diagnosis:9ccs257:Ot aftercare:0.225
Diagnosis:9ccs125:Bronchitis:0.219
Diagnosis:9ccs92:Otitis media:0.216
Diagnosis:9ccs200:Oth skin dx:0.216
Diagnosis:9ccs155:Other GI dx:0.202
Diagnosis:9ccs255:Social admin:0.189
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Number of Visits:0.180
Diagnosis:9ccs128:Asthma:0.160
Diagnosis:9ccs133:Oth low resp:0.155
Diagnosis:9ccs122:Pneumonia:0.127
Diagnosis:9ccs126:Ot up rsp in:0.125
Diagnosis:9ccs125:Bronchitis:0.120
Diagnosis:9ccs258:Other screen:0.103
Diagnosis:9ccs134:Ot uppr resp:0.099
Diagnosis:9ccs7:Viral infect:0.093
Maternal Lab History: ALBUMIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 302 | OR_unadj: 0.804 [0.538 1.202] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:1.000
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.843
Maternal Lab History: CALCIUM-postPregnancy:0.610
Maternal Lab History: Alk Phos-postPregnancy:-0.530
Maternal Lab History: LDH-postPregnancy:-0.381
Maternal Lab History: SODIUM-postPregnancy:0.338
Maternal Lab History: MAGNESIUM-postPregnancy:-0.290
Maternal Lab History: HEMATOCRIT-postPregnancy:0.289
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.274
Maternal Lab History: RDW-postPregnancy:-0.265
Maternal Diagnosis:9ccs189:Prev c-sectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 260 | OR_unadj: 1.185 [0.871 1.613] | indivs AUC:0.514
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.296
Maternal Diagnosis:9ccs176:Contraceptiv:0.233
MatDeliveryAge:0.193
Maternal Diagnosis:9ccs190:Fetal distrs:-0.173
Maternal Diagnosis:9ccs185:Long pregncy:-0.151
Maternal Diagnosis:9ccs168:PID:0.142
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.139
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.124
Maternal Diagnosis:9ccs155:Other GI dx:0.101
Maternal Lab History: POTASSIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 315 | OR_unadj: 0.735 [0.466 1.159] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: POTASSIUM-postPregnancy:1.000
Maternal Lab History: POTASSIUM-otherPregnancy:0.235
Maternal Lab History: CALCIUM-postPregnancy:0.153
Maternal Procedure History:90472-postPregnancy:0.146
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.144
Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.140
Maternal Lab History: CALCIUM-otherPregnancy:0.135
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.134
Maternal Lab History: URIC ACID-postPregnancy:0.127
Maternal Lab History: ABS LYMPH-postPregnancy:0.127
Maternal Lab History: MPV-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 206 | OR_unadj: 0.591 [0.325 1.076] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: MPV-otherPregnancy:1.000
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.453
Maternal Lab History: MPV-postPregnancy:0.404
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.177
Maternal Procedure History:90801-postPregnancy:0.165
Maternal Lab History: URINE PH-otherPregnancy:-0.164
Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.153
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.149
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:-0.139
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.134
Maternal Lab History: ALT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 179 | OR_unadj: 1.389 [0.741 2.603] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: ALT-otherPregnancy:1.000
Maternal Lab History: AST-otherPregnancy:0.592
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.415
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.411
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.254
Maternal Lab History: AST (SGOT)-postPregnancy:0.224
Maternal Lab History: ALT-postPregnancy:0.189
Maternal Lab History: 3 HOUR-otherPregnancy:-0.169
Maternal Lab History: ANION GAP-otherPregnancy:0.162
Maternal Lab History: 1 HOUR-postPregnancy:-0.159
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 205 | OR_unadj: 0.903 [0.538 1.515] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.784
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.293
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.232
Maternal Lab History: RBC-otherPregnancy:-0.172
Maternal Lab History: MCV-otherPregnancy:0.169
Maternal Procedure History:90801-postPregnancy:-0.168
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.164
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.156
Maternal Lab History: MCH-otherPregnancy:0.155
* Maternal Diagnosis:9ccs184:Early labor | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 112 | OR_unadj: 0.572 [0.333 0.983] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.770
Diagnosis:9ccs219:Low birth wt:0.469
Newborn Diagnosis:9ccs256:Exam/eval:0.288
Newborn Diagnosis:9ccs222:Perint jaund:0.276
Maternal Diagnosis:9ccs182:Hemorr preg:0.250
Newborn Diagnosis:9ccs221:Resp distres:0.249
Newborn Diagnosis:9ccs253:Allergy:0.168
Maternal Diagnosis:9ccs183:HTN in preg:0.161
Maternal Diagnosis:9ccs185:Long pregncy:-0.146
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.489
Correlated most with:
Newborn Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Diagnosis:9ccs185:Long pregncy:0.343
Newborn Diagnosis:9ccs222:Perint jaund:0.121
Newborn Diagnosis:9ccs96:Hrt valve dx:0.091
Maternal Diagnosis:9ccs181:Ot preg comp:0.089
Diagnosis:9ccs7:Viral infect:-0.087
Newborn Diagnosis:9ccs256:Exam/eval:0.084
Maternal Diagnosis:9ccs195:Ot compl bir:0.082
Newborn Diagnosis:9ccs0:No DX:-0.080
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.077
Maternal Lab History: WEIGHT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 73 | OR_unadj: 2.078 [0.980 4.405] | indivs AUC:0.530
Correlated most with:
Maternal Lab History: WEIGHT-otherPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.301
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.272
Maternal Lab History: AFP-otherPregnancy:-0.248
Maternal Lab History: WEIGHT-postPregnancy:0.236
Maternal Lab History: eGFR-postPregnancy:-0.177
Maternal Lab History: TP VOLUME-otherPregnancy:0.173
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.172
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.171
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.163
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.495
Correlated most with:
Newborn Diagnosis:9ccs222:Perint jaund:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.329
Maternal Diagnosis:9ccs184:Early labor:0.276
Newborn Diagnosis:9ccs256:Exam/eval:0.269
Diagnosis:9ccs219:Low birth wt:0.213
Newborn Diagnosis:9ccs253:Allergy:0.185
Newborn Diagnosis:9ccs221:Resp distres:0.144
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.137
Maternal Diagnosis:9ccs183:HTN in preg:0.127
Newborn Diagnosis:9ccs224:Ot perint dx:0.121
Maternal Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 166 | OR_unadj: 1.096 [0.751 1.599] | indivs AUC:0.520
Correlated most with:
Maternal Diagnosis:9ccs191:Amnios dx:1.000
Newborn Diagnosis:9ccs256:Exam/eval:0.139
Maternal Diagnosis:9ccs195:Ot compl bir:0.109
Newborn Diagnosis:9ccs253:Allergy:0.103
Newborn Diagnosis:9ccs219:Low birth wt:0.099
Maternal Lab History: MONOS-otherPregnancy:0.093
Diagnosis:9ccs219:Low birth wt:0.092
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.091
Diagnosis:9ccs240:Burns:0.090
Maternal Lab History: PAPP-A-otherPregnancy:0.088
Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccs166:Oth male gen:1.000
Maternal Procedure History:96372-otherPregnancy:0.104
Diagnosis:9ccs165:Inf male gen:0.102
Diagnosis:9ccs62:Coag/hemr dx:0.098
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs159:UTI:0.086
Diagnosis:9ccs138:Esophgeal dx:0.086
Diagnosis:9ccs133:Oth low resp:0.083
Maternal Lab History: INR-postPregnancy:-0.079
Maternal Lab History: APTT-postPregnancy:-0.077
Maternal Lab History: BETA HCG FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 119 | OR_unadj: 1.219 [0.627 2.372] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: BETA HCG FREE-postPregnancy:1.000
Maternal Lab History: hCG MoM-postPregnancy:0.752
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.460
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.329
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.303
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.244
Maternal Lab History: hCG MoM-otherPregnancy:0.191
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.189
Maternal Lab History: AFP-postPregnancy:-0.181
Maternal Lab History: ESTRIOL FREE-postPregnancy:-0.172
Maternal Lab History: TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 301 | OR_unadj: 0.727 [0.472 1.119] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: TOTAL PROTEIN-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.843
Maternal Lab History: CALCIUM-postPregnancy:0.560
Maternal Lab History: Alk Phos-postPregnancy:-0.422
Maternal Lab History: LDH-postPregnancy:-0.372
Maternal Lab History: MAGNESIUM-postPregnancy:-0.297
Maternal Lab History: CHLORIDE-postPregnancy:-0.266
Maternal Lab History: SODIUM-postPregnancy:0.253
Maternal Lab History: GAMMA GT-postPregnancy:0.247
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.212
Maternal Lab History: GTT FASTING SPEC.-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 85 | OR_unadj: 0.703 [0.290 1.701] | indivs AUC:0.473
Correlated most with:
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:1.000
Maternal Lab History: Alk Phos-postPregnancy:0.202
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.194
Maternal Lab History: PTT-postPregnancy:0.182
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.177
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.172
Maternal Lab History: WEIGHT-postPregnancy:-0.166
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.165
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.155
Maternal Diagnosis:9ccs186:DM in preg:0.146
Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Number of Visits:0.152
Diagnosis:9ccs124:Tonsillitis:0.127
Diagnosis:9ccs253:Allergy:0.125
Diagnosis:9ccs126:Ot up rsp in:0.124
Diagnosis:9ccs90:Eye infectn:0.115
Diagnosis:9ccs211:Ot conn tiss:0.111
Diagnosis:9ccs133:Oth low resp:0.100
Diagnosis:9ccs127:COPD:0.099
Diagnosis:9ccs91:Other eye dx:0.096
Maternal Lab History: FREE T-4-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 36 | OR_unadj: 0.234 [0.031 1.775] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: FREE T-4-postPregnancy:1.000
Maternal Lab History: FREE T3-postPregnancy:0.446
Maternal Lab History: VITAMIN B-12-postPregnancy:0.264
Maternal Diagnosis:9ccs48:Thyroid dsor:0.250
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.229
Maternal Lab History: URINE CULTURE-postPregnancy:-0.213
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.189
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.183
Maternal Lab History: BASE DEFICIT-postPregnancy:0.176
Maternal Lab History: BICARBONATE-postPregnancy:-0.174
Maternal Procedure History:99000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 312 | OR_unadj: 0.695 [0.395 1.225] | indivs AUC:0.546
Correlated most with:
Maternal Procedure History:99000-postPregnancy:1.000
Maternal Procedure History:99401-postPregnancy:0.236
Maternal Procedure History:86703-postPregnancy:0.227
Maternal Lab History: A/G-postPregnancy:0.212
Maternal Procedure History:99000-otherPregnancy:-0.210
Maternal Procedure History:81000-postPregnancy:0.210
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.206
Maternal Lab History: HCG-otherPregnancy:0.201
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.196
Maternal Procedure History:90656-otherPregnancy:-0.194
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.491
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:295669 BILIRUBIN DIRECT - LMC:0.374
Diagnosis:9ccs151:Oth liver dx:-0.123
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Maternal Lab History: URINE KETONES-otherPregnancy:-0.101
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.101
Diagnosis:9ccs222:Perint jaund:-0.101
Diagnosis:9ccs205:Back problem:0.095
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.091
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.090
Maternal Diagnosis:9ccs192:Umbil cord | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 150 | OR_unadj: 1.129 [0.762 1.672] | indivs AUC:0.485
Correlated most with:
Maternal Diagnosis:9ccs192:Umbil cord:1.000
Diagnosis:9ccs141:Ot dx stomch:0.079
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.076
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.075
Diagnosis:9ccs205:Back problem:0.069
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.067
Diagnosis:9ccs48:Thyroid dsor:0.064
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.063
Maternal Procedure History:J1055-postPregnancy:0.063
Maternal Lab History: URINE PH-otherPregnancy:0.063
Maternal Lab History: Alk Phos-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 181 | OR_unadj: 1.186 [0.654 2.152] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: Alk Phos-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:-0.417
Maternal Lab History: AST-otherPregnancy:0.300
Maternal Lab History: AST (SGOT)-otherPregnancy:0.289
Maternal Lab History: Alk Phos-postPregnancy:0.282
Maternal Lab History: CALCIUM-otherPregnancy:-0.248
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.221
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.219
Maternal Lab History: 1 HOUR-otherPregnancy:-0.218
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.215
Maternal Lab History: TRIGLYCERIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 122 | OR_unadj: 1.428 [0.724 2.816] | indivs AUC:0.535
Correlated most with:
Maternal Lab History: TRIGLYCERIDE-postPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.660
Maternal Lab History: VLDL-postPregnancy:0.584
Maternal Lab History: CHOLESTEROL-postPregnancy:0.449
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.412
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.350
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.289
Maternal Lab History: AST (SGOT)-postPregnancy:0.258
Maternal Lab History: ALT-postPregnancy:0.235
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.227
Maternal Lab History: HEMOGLOBIN A1-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 184 | OR_unadj: 0.770 [0.496 1.197] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.853
Maternal Lab History: CREATININE-postPregnancy:-0.366
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.264
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.234
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.232
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.180
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.171
Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.161
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.150
Maternal Lab History: MCH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.728 [0.461 1.147] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: MCH-otherPregnancy:1.000
Maternal Lab History: MCV-otherPregnancy:0.775
Maternal Lab History: RDW-otherPregnancy:-0.568
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.534
Maternal Lab History: MCH-postPregnancy:0.447
Maternal Lab History: MCV-postPregnancy:0.414
Maternal Lab History: RDW-postPregnancy:-0.323
Maternal Lab History: RBC-otherPregnancy:-0.319
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.293
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.281
Maternal Diagnosis:9ccs190:Fetal distrs | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 408 | OR_unadj: 1.221 [0.942 1.584] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs190:Fetal distrs:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.173
Maternal Diagnosis:9ccs195:Ot compl bir:0.122
Maternal Diagnosis:9ccs185:Long pregncy:0.103
Maternal Diagnosis:9ccs184:Early labor:-0.089
Newborn Diagnosis:9ccs219:Low birth wt:-0.082
Maternal Diagnosis:9ccs176:Contraceptiv:-0.081
Maternal Diagnosis:9ccs181:Ot preg comp:0.076
Diagnosis:9ccs240:Burns:0.076
Diagnosis:9ccs209:Ot acq defor:0.067
Maternal Lab History: PAPP-A MoM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 53 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: PAPP-A MoM-postPregnancy:1.000
Maternal Lab History: INHMOM-postPregnancy:0.342
Maternal Lab History: APF MoM-otherPregnancy:0.303
Maternal Lab History: INHMOM-otherPregnancy:0.290
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.287
Maternal Lab History: HCG-otherPregnancy:0.285
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.277
Maternal Lab History: NT MoM-otherPregnancy:0.269
Maternal Procedure History:96372-postPregnancy:0.236
Maternal Lab History: HCG-postPregnancy:0.229
Maternal Lab History: CHLORIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.025 [0.629 1.671] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: CHLORIDE-otherPregnancy:1.000
Maternal Lab History: SODIUM-otherPregnancy:0.423
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.312
Maternal Lab History: ALBUMIN-otherPregnancy:-0.268
Maternal Lab History: CALCIUM-otherPregnancy:-0.223
Maternal Lab History: ANION GAP-otherPregnancy:-0.202
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.176
Maternal Lab History: CHLORIDE-postPregnancy:0.172
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.163
Maternal Lab History: AFP-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 121 | OR_unadj: 0.583 [0.244 1.394] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: AFP-postPregnancy:1.000
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.426
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.421
Maternal Lab History: ESTRIOL-postPregnancy:0.326
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.262
Maternal Lab History: AFP-otherPregnancy:0.234
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.182
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.181
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.181
Maternal Lab History: AST-otherPregnancy:0.178
Maternal Lab History: EOSINOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 234 | OR_unadj: 0.841 [0.497 1.425] | indivs AUC:0.523
Correlated most with:
Maternal Lab History: EOSINOPHIL-otherPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.371
Maternal Lab History: EOSINOPHIL-postPregnancy:0.354
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.211
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.206
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.185
Maternal Procedure History:99401-postPregnancy:-0.163
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.163
Maternal Lab History: BASOPHIL-otherPregnancy:0.158
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.145
Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Diagnosis:9ccs239:Superfic inj:0.115
Diagnosis:9ccs10:Immuniz/scrn:0.108
Number of Visits:0.106
Diagnosis:9ccs253:Allergy:0.105
Diagnosis:9ccs137:Mouth dx:0.104
Diagnosis:9ccs138:Esophgeal dx:0.103
Diagnosis:9ccs200:Oth skin dx:0.103
Diagnosis:9ccs92:Otitis media:0.099
Diagnosis:9ccs7:Viral infect:0.089
Maternal Diagnosis:9ccs181:Ot preg comp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 448 | OR_unadj: 1.076 [0.833 1.391] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.536
Maternal Diagnosis:9ccs59:Anemia:0.373
Maternal Diagnosis:9ccs128:Asthma:0.203
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.201
Maternal Diagnosis:9ccs60:Acut p-h anm:0.176
Maternal Diagnosis:9ccs106:Dysrhythmia:0.152
Maternal Diagnosis:9ccs48:Thyroid dsor:0.136
Maternal Diagnosis:9ccs149:Biliary dx:0.136
Maternal Diagnosis:9ccs168:PID:0.128
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs7:Viral infect:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.105
Number of Visits:0.101
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.095
Newborn Diagnosis:9ccs218:Liveborn:-0.094
Diagnosis:9ccs155:Other GI dx:0.094
Diagnosis:9ccs137:Mouth dx:0.085
Diagnosis:9ccs2603:E Codes: Fall:0.083
Diagnosis:9ccs200:Oth skin dx:0.082
Maternal Lab History: AST-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 245 | OR_unadj: 0.933 [0.548 1.589] | indivs AUC:0.548
Correlated most with:
Maternal Lab History: AST-postPregnancy:1.000
Maternal Lab History: ALT-postPregnancy:0.625
Maternal Lab History: Alk Phos-postPregnancy:0.284
Maternal Lab History: LDH-postPregnancy:0.239
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.198
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.196
Maternal Procedure History:97110-postPregnancy:0.178
Maternal Lab History: AST (SGOT)-otherPregnancy:0.172
Maternal Procedure History:81000-postPregnancy:-0.169
Maternal Procedure History:97001-postPregnancy:0.164
Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs126:Ot up rsp in:0.206
Diagnosis:9ccs92:Otitis media:0.204
Diagnosis:9ccs7:Viral infect:0.180
Diagnosis:9ccs125:Bronchitis:0.175
Diagnosis:9ccs91:Other eye dx:0.173
Number of Visits:0.171
Diagnosis:9ccs10:Immuniz/scrn:0.151
Diagnosis:9ccs257:Ot aftercare:0.148
Diagnosis:9ccs155:Other GI dx:0.131
Maternal Lab History: ESTRIOL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 160 | OR_unadj: 0.771 [0.398 1.497] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: ESTRIOL-postPregnancy:1.000
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.589
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.486
Maternal Lab History: URINE CULTURE-postPregnancy:0.358
Maternal Lab History: AFP-postPregnancy:0.326
Maternal Lab History: ESTRIOL-otherPregnancy:0.273
Maternal Diagnosis:9ccs149:Biliary dx:0.206
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.193
Diagnosis:9ccs219:Low birth wt:0.187
Maternal Lab History: AFP-otherPregnancy:0.185
Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.110
Maternal Lab History: URINE SUGAR-otherPregnancy:0.099
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.096
Diagnosis:9ccs212:Ot bone dx:0.085
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.075
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.075
Maternal Lab History: eGFR-otherPregnancy:0.075
Maternal Lab History: URINE SUGAR-postPregnancy:0.070
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.070
Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.187
Diagnosis:9ccs200:Oth skin dx:0.160
Diagnosis:9ccs10:Immuniz/scrn:0.106
Diagnosis:9ccs7:Viral infect:0.101
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs255:Social admin:0.089
Diagnosis:9ccs92:Otitis media:0.082
Diagnosis:9ccs91:Other eye dx:0.081
Diagnosis:9ccs257:Ot aftercare:0.081
Maternal Diagnosis:9ccs185:Long pregncy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 418 | OR_unadj: 1.131 [0.872 1.468] | indivs AUC:0.527
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:1.000
Newborn Diagnosis:9ccs224:Ot perint dx:0.343
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.151
Maternal Diagnosis:9ccs184:Early labor:-0.146
Newborn Diagnosis:9ccs219:Low birth wt:-0.141
Maternal Diagnosis:9ccs186:DM in preg:-0.118
Maternal Diagnosis:9ccs190:Fetal distrs:0.103
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.082
Diagnosis:9ccs197:Skin infectn:0.082
Maternal Diagnosis:9ccs128:Asthma:-0.076
Maternal Lab History: ALBUMIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 0.865 [0.503 1.490] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: ALBUMIN-otherPregnancy:1.000
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.757
Maternal Lab History: CALCIUM-otherPregnancy:0.650
Maternal Lab History: Alk Phos-otherPregnancy:-0.417
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.317
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.296
Maternal Lab History: BUN-otherPregnancy:0.280
Maternal Lab History: CHLORIDE-otherPregnancy:-0.268
Maternal Lab History: A/G-otherPregnancy:0.261
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.242
Maternal Diagnosis:9ccs187:Malposition | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 0.746 [0.443 1.257] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs187:Malposition:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.140
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.132
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.125
Maternal Lab History: HERPES II IgG-postPregnancy:0.123
Maternal Lab History: ESTRIOL-postPregnancy:0.114
Maternal Lab History: URINE CULTURE-postPregnancy:0.103
Maternal Lab History: BETA HCG FREE-postPregnancy:0.099
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.098
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.096
Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Diagnosis:9ccs125:Bronchitis:0.288
Diagnosis:9ccs126:Ot up rsp in:0.279
Diagnosis:9ccs92:Otitis media:0.273
Number of Visits:0.226
Diagnosis:9ccs7:Viral infect:0.225
Diagnosis:9ccs10:Immuniz/scrn:0.212
Diagnosis:9ccs255:Social admin:0.197
Diagnosis:9ccs128:Asthma:0.189
Diagnosis:9ccs122:Pneumonia:0.182
Maternal Lab History: BASOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 213 | OR_unadj: 0.879 [0.510 1.514] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: BASOPHIL-otherPregnancy:1.000
Maternal Lab History: MONOCYTE-otherPregnancy:0.294
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.223
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.214
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.194
Maternal Lab History: BASOPHIL-postPregnancy:0.186
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.170
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.169
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.169
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.169
Maternal Diagnosis:9ccs183:HTN in preg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 202 | OR_unadj: 1.377 [0.987 1.920] | indivs AUC:0.480
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg:1.000
Maternal Diagnosis:9ccs98:HTN:0.230
Maternal Lab History: LDH-postPregnancy:0.174
Newborn Diagnosis:9ccs219:Low birth wt:0.165
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.163
Maternal Diagnosis:9ccs184:Early labor:0.161
Maternal Lab History: Alk Phos-postPregnancy:0.130
Newborn Diagnosis:9ccs222:Perint jaund:0.127
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.119
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.119
Maternal Diagnosis:9ccs193:OB-related perin trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 687 | OR_unadj: 0.815 [0.645 1.031] | indivs AUC:0.458
Correlated most with:
Maternal Diagnosis:9ccs193:OB-related perin trauma:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.296
Maternal Diagnosis:9ccs187:Malposition:-0.140
Maternal Diagnosis:9ccs195:Ot compl bir:-0.140
Newborn Diagnosis:9ccs219:Low birth wt:-0.119
Maternal Diagnosis:9ccs184:Early labor:-0.110
MatDeliveryAge:-0.104
Newborn Diagnosis:9ccs256:Exam/eval:-0.102
Diagnosis:9ccs256:Exam/eval:0.097
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.096
Maternal Lab History: hCG MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 166 | OR_unadj: 1.063 [0.590 1.915] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: hCG MoM-postPregnancy:1.000
Maternal Lab History: BETA HCG FREE-postPregnancy:0.752
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.477
Maternal Lab History: HCG-postPregnancy:0.351
Maternal Lab History: hCG MoM-otherPregnancy:0.259
Maternal Lab History: INHMOM-postPregnancy:0.251
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.207
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.186
Maternal Lab History: HCG-otherPregnancy:0.185
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.180
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 1.056 [0.704 1.585] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.784
Maternal Lab History: CREATININE-otherPregnancy:-0.512
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.490
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.484
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.480
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.305
Maternal Procedure History:99000-otherPregnancy:-0.296
Maternal Procedure History:90656-otherPregnancy:-0.278
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.276
Maternal Lab History: ESTRIOL FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 119 | OR_unadj: 0.720 [0.333 1.553] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: ESTRIOL FREE-postPregnancy:1.000
Maternal Lab History: ESTRIOL-postPregnancy:0.589
Maternal Lab History: AFP-postPregnancy:0.426
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.376
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.303
Maternal Lab History: URINE KETONES-postPregnancy:0.227
Maternal Lab History: URINE CULTURE-postPregnancy:0.207
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.197
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.172
Maternal Procedure History:81000-postPregnancy:-0.167
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs138:Esophgeal dx:0.202
Diagnosis:9ccs141:Ot dx stomch:0.179
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.140
Diagnosis:9ccs133:Oth low resp:0.140
Maternal Lab History: HCG-otherPregnancy:0.134
Maternal Lab History: NT MoM-otherPregnancy:0.128
Maternal Lab History: INHMOM-postPregnancy:0.127
Diagnosis:9ccs155:Other GI dx:0.125
Diagnosis:9ccs257:Ot aftercare:0.111
Maternal Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 1.193 [0.834 1.706] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.536
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.105
Maternal Lab History: BASOPHIL-postPregnancy:0.089
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.087
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.085
Maternal Lab History: 1 HOUR-otherPregnancy:0.082
Maternal Procedure History:90471-otherPregnancy:0.076
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.068
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.066
Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs143:Abdom hernia:0.100
Diagnosis:9ccs250:Nausea/vomit:0.084
Maternal Lab History: COLONY COUNT-postPregnancy:0.079
Diagnosis:9ccs48:Thyroid dsor:0.079
Newborn Diagnosis:9ccs219:Low birth wt:0.077
Diagnosis:9ccs240:Burns:0.076
Maternal Diagnosis:9ccs183:HTN in preg:0.075
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.075
Maternal Lab History: MONOCYTE-otherPregnancy:0.073
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 76 | OR_unadj: 0.519 [0.180 1.492] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:1.000
Maternal Lab History: CALCIUM-otherPregnancy:0.244
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.221
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.210
Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.208
Maternal Lab History: O2 SATURATION-postPregnancy:0.206
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.191
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.186
Maternal Lab History: BICARBONATE-postPregnancy:0.177
Maternal Lab History: PO2-postPregnancy:0.176
Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.202
Diagnosis:9ccs154:Gastroent:0.191
Diagnosis:9ccs253:Allergy:0.183
Diagnosis:9ccs133:Oth low resp:0.172
Diagnosis:9ccs126:Ot up rsp in:0.171
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs10:Immuniz/scrn:0.146
Maternal Lab History: WEIGHT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 126 | OR_unadj: 1.596 [0.876 2.909] | indivs AUC:0.543
Correlated most with:
Maternal Lab History: WEIGHT-postPregnancy:1.000
Maternal Lab History: WEIGHT-otherPregnancy:0.236
Maternal Lab History: TP VOLUME-otherPregnancy:0.190
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.173
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.171
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.166
Maternal Lab History: LDL-postPregnancy:0.164
Maternal Lab History: AFP-postPregnancy:-0.162
Maternal Procedure History:36415-postPregnancy:-0.141
Maternal Lab History: AFP-otherPregnancy:-0.139
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 53 | OR_unadj: 0.670 [0.229 1.964] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:1.000
Maternal Lab History: NT MoM-postPregnancy:0.910
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.363
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.282
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.266
Maternal Procedure History:96372-postPregnancy:0.255
Maternal Lab History: NT MoM-otherPregnancy:0.244
Maternal Lab History: HCG-postPregnancy:0.230
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.222
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.203
Maternal Lab History: TSH THIRD GENERATION-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor:0.275
Maternal Lab History: GFR Calculation-postPregnancy:0.225
Maternal Lab History: GFR in African American-postPregnancy:0.225
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.212
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.195
Maternal Lab History: FREE T-4-postPregnancy:0.183
Maternal Lab History: HCG-otherPregnancy:-0.178
Maternal Lab History: NT MoM-otherPregnancy:-0.174
Maternal Lab History: INHMOM-otherPregnancy:-0.171
Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.133
Number of Visits:0.125
Diagnosis:9ccs165:Inf male gen:0.118
Diagnosis:9ccs257:Ot aftercare:0.115
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.111
Maternal Lab History: LIPASE-postPregnancy:-0.111
Maternal Lab History: AMYLASE-postPregnancy:-0.106
Diagnosis:9ccs126:Ot up rsp in:0.103
Diagnosis:9ccs96:Hrt valve dx:0.101
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 335 | OR_unadj: 0.982 [0.736 1.310] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.631
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.479
Maternal Lab History: CREATININE-postPregnancy:-0.404
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.390
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.379
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.355
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.337
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.330
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.306
Maternal Lab History: CALCIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 0.841 [0.497 1.425] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: CALCIUM-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.650
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.528
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.264
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.258
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.257
Maternal Lab History: Alk Phos-otherPregnancy:-0.248
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.244
Maternal Lab History: HCG-otherPregnancy:0.241
Maternal Lab History: INHMOM-otherPregnancy:0.236
Maternal Lab History: NO. OF FETUSES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 167 | OR_unadj: nan [ nan nan] | indivs AUC:0.534
Correlated most with:
Maternal Lab History: NO. OF FETUSES-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.440
Maternal Lab History: CREATININE-postPregnancy:0.435
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.313
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.308
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.290
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.283
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.282
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.265
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.262
Maternal Lab History: HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 0.728 [0.448 1.182] | indivs AUC:0.476
Correlated most with:
Maternal Lab History: HEMOGLOBIN-otherPregnancy:1.000
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.941
Maternal Lab History: RBC-otherPregnancy:0.595
Maternal Lab History: MCH-otherPregnancy:0.534
Maternal Lab History: RDW-otherPregnancy:-0.518
Maternal Lab History: MCV-otherPregnancy:0.489
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.377
Maternal Lab History: ALBUMIN-otherPregnancy:0.317
Maternal Lab History: HEMATOCRIT-postPregnancy:0.313
Maternal Lab History: MCH-postPregnancy:0.289
Maternal Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 1.393 [0.639 3.036] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs128:Asthma:1.000
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.247
Maternal Diagnosis:9ccs181:Ot preg comp:0.203
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.183
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.183
Maternal Lab History: COLONY COUNT-postPregnancy:0.166
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.160
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.150
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.146
Maternal Lab History: APTT-postPregnancy:0.143
Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs200:Oth skin dx:0.133
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs126:Ot up rsp in:0.128
Diagnosis:9ccs7:Viral infect:0.095
Number of Visits:0.091
Diagnosis:9ccs155:Other GI dx:0.087
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.085
Diagnosis:9ccs76:Meningitis:0.082
Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.501
Correlated most with:
Newborn Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.329
Diagnosis:9ccs96:Hrt valve dx:0.250
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.192
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.186
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.185
Newborn Diagnosis:9ccs213:Cardiac anom:0.156
Maternal Lab History: APF MoM-postPregnancy:0.127
Maternal Lab History: IRON-postPregnancy:0.102
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.096
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs258:Other screen:0.165
Diagnosis:9ccs200:Oth skin dx:0.105
Diagnosis:9ccs197:Skin infectn:0.104
Diagnosis:9ccs239:Superfic inj:0.094
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.093
Diagnosis:9ccs7:Viral infect:0.091
Diagnosis:9ccs147:Anal/rectal:0.087
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.085
Diagnosis:9ccs136:Teeth dx:0.085
Maternal Diagnosis:9ccs168:PID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 96 | OR_unadj: 1.054 [0.646 1.721] | indivs AUC:0.513
Correlated most with:
Maternal Diagnosis:9ccs168:PID-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.300
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.292
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.276
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.231
Maternal Lab History: CREATININE-postPregnancy:-0.228
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.226
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.217
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.208
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.196
Maternal Lab History: RUBELLA-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 146 | OR_unadj: 0.683 [0.318 1.470] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: RUBELLA-postPregnancy:1.000
Maternal Lab History: RUBELLA-otherPregnancy:0.217
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.153
Maternal Lab History: COLONY COUNT-postPregnancy:0.149
Maternal Lab History: AFP-postPregnancy:0.147
Maternal Procedure History:J1055-postPregnancy:0.124
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.119
Maternal Lab History: PT-otherPregnancy:0.118
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.117
Maternal Lab History: WEIGHT-postPregnancy:-0.107
Maternal Procedure History:36415-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 139 | OR_unadj: 0.436 [0.153 1.241] | indivs AUC:0.489
Correlated most with:
Maternal Procedure History:36415-postPregnancy:1.000
Maternal Procedure History:36415-otherPregnancy:0.264
Maternal Procedure History:86703-postPregnancy:0.228
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.224
Maternal Lab History: INHMOM-otherPregnancy:0.216
Maternal Procedure History:90471-postPregnancy:0.215
Maternal Lab History: APF MoM-otherPregnancy:0.202
Maternal Procedure History:99401-postPregnancy:0.201
Maternal Lab History: HCG-otherPregnancy:0.191
Maternal Procedure History:81000-postPregnancy:0.187
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 304 | OR_unadj: 0.846 [0.621 1.151] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.535
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.479
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.452
Maternal Lab History: CREATININE-postPregnancy:-0.408
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.396
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.359
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.345
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.333
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.332
Maternal Procedure History:58300-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 87 | OR_unadj: nan [ nan nan] | indivs AUC:0.513
Correlated most with:
Maternal Procedure History:58300-postPregnancy:1.000
Maternal Procedure History:J7300-postPregnancy:0.742
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.458
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.305
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.228
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.212
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.210
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.205
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.196
Maternal Diagnosis:9ccs159:UTI-postPregnancy:-0.174
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 44 | OR_unadj: 0.551 [0.231 1.314] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.283
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.273
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.238
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.223
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.221
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.201
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.195
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.191
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.186
Maternal Lab History: SODIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.115 [0.674 1.845] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: SODIUM-otherPregnancy:1.000
Maternal Lab History: CHLORIDE-otherPregnancy:0.423
Maternal Lab History: ANION GAP-otherPregnancy:0.303
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.173
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.172
Maternal Lab History: PTT-otherPregnancy:0.168
Maternal Lab History: O2 SATURATION-postPregnancy:0.149
Maternal Lab History: SODIUM-postPregnancy:0.145
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.143
Maternal Lab History: ALBUMIN-otherPregnancy:0.141
Maternal Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 1.619 [0.853 3.076] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c:1.000
Maternal Diagnosis:9ccs186:DM in preg:0.454
Newborn Diagnosis:9ccs259:Unclassified:0.168
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.127
MatDeliveryAge:0.121
Maternal Lab History: TP VOLUME-otherPregnancy:0.115
Lab:294147 FREE T4 - LMC:-0.114
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.108
Newborn Diagnosis:9ccs253:Allergy:0.104
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.103
Maternal Lab History: CARBON DIOXIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 0.962 [0.586 1.581] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:1.000
Maternal Lab History: ANION GAP-otherPregnancy:-0.351
Maternal Lab History: CHLORIDE-otherPregnancy:-0.183
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.177
Maternal Lab History: ALBUMIN-otherPregnancy:0.167
Maternal Lab History: CALCIUM-otherPregnancy:0.164
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.154
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.153
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.153
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.152
Maternal Procedure History:99401-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.062 [0.423 2.663] | indivs AUC:0.490
Correlated most with:
Maternal Procedure History:99401-postPregnancy:1.000
Maternal Procedure History:86703-postPregnancy:0.504
Maternal Procedure History:99401-otherPregnancy:0.483
Maternal Procedure History:81000-postPregnancy:0.343
Maternal Procedure History:99000-postPregnancy:0.236
Maternal Procedure History:86703-otherPregnancy:0.211
Maternal Procedure History:36415-postPregnancy:0.201
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.197
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.179
Maternal Lab History: HCG-otherPregnancy:0.175
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.499
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.770
Diagnosis:9ccs219:Low birth wt:0.467
Newborn Diagnosis:9ccs256:Exam/eval:0.332
Newborn Diagnosis:9ccs222:Perint jaund:0.329
Newborn Diagnosis:9ccs221:Resp distres:0.314
Maternal Diagnosis:9ccs182:Hemorr preg:0.215
Newborn Diagnosis:9ccs253:Allergy:0.213
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.202
Maternal Diagnosis:9ccs159:UTI:0.167
Maternal Procedure History:36415-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 0.955 [0.470 1.937] | indivs AUC:0.487
Correlated most with:
Maternal Procedure History:36415-otherPregnancy:1.000
Maternal Procedure History:36415-postPregnancy:0.264
Maternal Lab History: POTASSIUM-otherPregnancy:-0.167
Maternal Diagnosis:9ccs155:Other GI dx:0.154
Maternal Lab History: INR-otherPregnancy:-0.147
Maternal Procedure History:99401-postPregnancy:0.146
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.145
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.137
Maternal Procedure History:99401-otherPregnancy:0.132
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.128
* Maternal Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.931 [1.020 3.653] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs188:Pelvic obstr:1.000
Diagnosis:9ccs223:Birth trauma:0.152
Maternal Lab History: COLONY COUNT-postPregnancy:0.144
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.124
Maternal Diagnosis:9ccs155:Other GI dx:0.107
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.091
Diagnosis:9ccs165:Inf male gen:0.086
Diagnosis:9ccs251:Abdomnl pain:0.086
Maternal Lab History: O2 SATURATION-postPregnancy:-0.085
Maternal Diagnosis:9ccs59:Anemia:0.084
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.130
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.101
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.092
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.090
Diagnosis:9ccs153:GI hemorrhag:0.077
Maternal Procedure History:86580-otherPregnancy:0.076
Diagnosis:9ccs2603:E Codes: Fall:0.075
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.070
Maternal Lab History: VITAMIN B-12-postPregnancy:0.069
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.067
Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:1.000
Maternal Lab History: FREE T3-postPregnancy:-0.208
Maternal Lab History: FIBRINOGEN-postPregnancy:0.132
Maternal Lab History: MAGNESIUM-postPregnancy:-0.109
Maternal Lab History: FREE T-4-postPregnancy:-0.096
Diagnosis:9ccs141:Ot dx stomch:0.090
Maternal Diagnosis:9ccs188:Pelvic obstr:0.086
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.084
Diagnosis:9ccs205:Back problem:0.082
Diagnosis:9ccs55:Fluid/elc dx:0.082
* Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.539
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.304
Diagnosis:9ccs125:Bronchitis:0.187
Diagnosis:9ccs257:Ot aftercare:0.182
Number of Visits:0.177
Diagnosis:9ccs92:Otitis media:0.169
Diagnosis:9ccs126:Ot up rsp in:0.153
Diagnosis:9ccs90:Eye infectn:0.129
Diagnosis:9ccs135:Intest infct:0.128
Diagnosis:9ccs127:COPD:0.127
Maternal Lab History: CHOL:HDL RATIO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.451 [0.788 2.673] | indivs AUC:0.537
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.660
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.544
Maternal Lab History: CHOLESTEROL-postPregnancy:0.529
Maternal Lab History: VLDL-postPregnancy:0.502
Maternal Lab History: LDL-postPregnancy:0.433
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.374
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.335
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.293
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.215
Maternal Lab History: POTASSIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.188 [0.698 2.022] | indivs AUC:0.534
Correlated most with:
Maternal Lab History: POTASSIUM-otherPregnancy:1.000
Maternal Lab History: POTASSIUM-postPregnancy:0.235
Maternal Lab History: CALCIUM-otherPregnancy:0.205
Maternal Lab History: GAMMA GT-otherPregnancy:0.199
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.198
Maternal Lab History: LDH-otherPregnancy:0.188
Maternal Lab History: ALBUMIN-otherPregnancy:0.172
Maternal Procedure History:36415-otherPregnancy:-0.167
Maternal Procedure History:90656-otherPregnancy:0.150
Maternal Lab History: FASTING-postPregnancy:0.149
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 1.639 [0.796 3.377] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.512
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.330
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.328
Maternal Lab History: CREATININE-otherPregnancy:-0.285
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.264
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.264
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.252
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.249
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.238
Maternal Lab History: ABS LYMPH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.135 [0.693 1.860] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: ABS LYMPH-otherPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.586
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.580
Maternal Lab History: WBC-otherPregnancy:0.264
Maternal Lab History: ABS LYMPH-postPregnancy:0.238
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.237
Maternal Lab History: 2 HOUR-otherPregnancy:-0.184
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.151
Maternal Procedure History:96372-otherPregnancy:-0.139
Maternal Lab History: 2 HOUR-postPregnancy:-0.134
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.493
Correlated most with:
Newborn Diagnosis:9ccs215:gu cong anom:1.000
Diagnosis:9ccs161:Ot dx kidney:0.472
Diagnosis:9ccs215:gu cong anom:0.185
Newborn Diagnosis:9ccs217:Ot cong anom:0.150
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.128
Diagnosis:9ccs163:Other GU dx:0.110
Diagnosis:9ccs83:Epilepsy/cnv:0.104
Maternal Lab History: Varicella IgG-postPregnancy:-0.096
Maternal Lab History: RDW-postPregnancy:0.094
Maternal Lab History: LIPASE-postPregnancy:0.088
Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.181
Lab:294203 BILIRUBIN TOTAL - LMC:-0.123
Maternal Lab History: HCG-postPregnancy:0.112
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.101
Diagnosis:9ccs258:Other screen:0.100
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.097
Diagnosis:9ccs243:Poisn nonmed:0.096
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.096
Maternal Diagnosis:9ccs182:Hemorr preg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.369 [0.086 1.591] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs182:Hemorr preg:1.000
Maternal Diagnosis:9ccs184:Early labor:0.250
Newborn Diagnosis:9ccs219:Low birth wt:0.215
Maternal Procedure History:96372-otherPregnancy:0.201
Newborn Diagnosis:9ccs256:Exam/eval:0.131
Newborn Diagnosis:9ccs221:Resp distres:0.113
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.112
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.099
Diagnosis:9ccs212:Ot bone dx:0.092
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.088
Maternal Lab History: BUN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.964 [0.457 2.032] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: BUN-postPregnancy:1.000
Maternal Lab History: SODIUM-postPregnancy:0.266
Maternal Lab History: BUN-otherPregnancy:0.252
Maternal Lab History: ALBUMIN-postPregnancy:0.192
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.190
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.181
Maternal Lab History: CALCIUM-postPregnancy:0.178
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.174
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.170
Maternal Lab History: CREATININE-otherPregnancy:0.169
Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:0.090
Diagnosis:9ccs83:Epilepsy/cnv:-0.084
Maternal Diagnosis:9ccs128:Asthma:-0.069
Maternal Diagnosis:9ccs48:Thyroid dsor:0.062
Maternal Lab History: BUN-otherPregnancy:-0.061
Newborn Diagnosis:9ccs253:Allergy:-0.053
Diagnosis:9ccs94:Other ear dx:-0.049
Diagnosis:9ccs138:Esophgeal dx:-0.048
Diagnosis:9ccs4:Mycoses:-0.045
Diagnosis:10ccs58:Ot nutrit dx:0.045
* Maternal Diagnosis:9ccs186:DM in preg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 190 | OR_unadj: 1.605 [1.150 2.240] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg:1.000
Maternal Diagnosis:9ccs49:DiabMel no c:0.454
Newborn Diagnosis:9ccs259:Unclassified:0.347
MatDeliveryAge:0.233
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.230
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.175
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.146
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.127
Maternal Diagnosis:9ccs185:Long pregncy:-0.118
Maternal Lab History: ANION GAP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.152 [0.595 2.231] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: ANION GAP-otherPregnancy:1.000
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.351
Maternal Lab History: TP PERIOD-otherPregnancy:0.338
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.327
Maternal Lab History: SODIUM-otherPregnancy:0.303
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.299
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.258
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.250
Maternal Lab History: ANION GAP-postPregnancy:0.244
Maternal Lab History: CHLORIDE-otherPregnancy:-0.202
* Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs153:GI hemorrhag:0.209
Diagnosis:9ccs155:Other GI dx:0.191
Diagnosis:9ccs133:Oth low resp:0.166
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.159
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.146
Diagnosis:9ccs256:Exam/eval:0.138
Maternal Lab History: GFR Calculation-postPregnancy:0.137
Maternal Lab History: GFR in African American-postPregnancy:0.137
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.127
Maternal Lab History: URINE KETONES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: URINE KETONES-postPregnancy:1.000
Maternal Lab History: AMYLASE-postPregnancy:-0.326
Maternal Lab History: LIPASE-postPregnancy:-0.322
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.227
Lab:297275 STREP RAPID TEST (POCT):0.215
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.175
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.159
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.141
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.137
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.132
Maternal Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.249 [0.758 2.058] | indivs AUC:0.516
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.373
Maternal Procedure History:45300-postPregnancy:0.122
Maternal Lab History: RDW-postPregnancy:0.112
Maternal Diagnosis:9ccs155:Other GI dx:0.112
Maternal Procedure History:85018-postPregnancy:0.107
Maternal Lab History: TP PERIOD-otherPregnancy:0.104
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.101
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.097
Vital: Temp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.936 [0.502 1.744] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.259
Maternal Procedure History:59430-postPregnancy:0.181
Diagnosis:9ccs246:FUO:-0.176
Maternal Procedure History:36415-otherPregnancy:-0.162
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.159
Maternal Lab History: RDW-otherPregnancy:0.146
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.142
Maternal Procedure History:S9470-otherPregnancy:0.140
Maternal Procedure History:81025-otherPregnancy:-0.140
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.135
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.451 [0.158 1.284] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:1.000
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.250
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.205
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.194
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.193
Maternal Lab History: GFR Calculation-otherPregnancy:0.188
Maternal Lab History: GFR in African American-otherPregnancy:0.188
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.185
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.182
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.181
Maternal Lab History: ESTRIOL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: ESTRIOL-otherPregnancy:1.000
Maternal Lab History: AFP-otherPregnancy:0.561
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.404
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.299
Maternal Lab History: hCG MoM-otherPregnancy:-0.276
Maternal Lab History: MONOCYTE-otherPregnancy:0.275
Maternal Lab History: ESTRIOL-postPregnancy:0.273
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.248
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.219
Maternal Lab History: CALCIUM-otherPregnancy:-0.197
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Procedure History:96372-otherPregnancy:0.294
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.236
Diagnosis:9ccs250:Nausea/vomit:0.179
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.131
Maternal Lab History: BETA HCG FREE-postPregnancy:0.125
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.095
Diagnosis:9ccs251:Abdomnl pain:0.090
Diagnosis:9ccs138:Esophgeal dx:0.088
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.085
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.492
Correlated most with:
Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000
Newborn Diagnosis:9ccs94:Other ear dx:0.397
Newborn Diagnosis:9ccs0:No DX:-0.357
Newborn Diagnosis:9ccs259:Unclassified:-0.241
Newborn Diagnosis:9ccs219:Low birth wt:-0.202
Newborn Diagnosis:9ccs221:Resp distres:-0.183
Maternal Diagnosis:9ccs184:Early labor:-0.131
Diagnosis:9ccs219:Low birth wt:-0.122
Newborn Diagnosis:9ccs213:Cardiac anom:-0.113
Newborn Diagnosis:9ccs256:Exam/eval:-0.113
Maternal Lab History: INHIBIN A MOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.975 [0.442 2.151] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: INHIBIN A MOM-postPregnancy:1.000
Maternal Lab History: ESTRIOL-postPregnancy:0.486
Maternal Lab History: hCG MoM-postPregnancy:0.477
Maternal Lab History: BETA HCG FREE-postPregnancy:0.460
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.376
Maternal Diagnosis:9ccs149:Biliary dx:0.305
Maternal Lab History: AFP-postPregnancy:0.262
Maternal Lab History: Alk Phos-postPregnancy:0.261
Maternal Lab History: AST-postPregnancy:0.196
Maternal Lab History: LDH-postPregnancy:0.182
Maternal Lab History: BUN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 1.120 [0.580 2.166] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: BUN-otherPregnancy:1.000
Maternal Lab History: HCG-otherPregnancy:0.297
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.292
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.281
Maternal Lab History: ALBUMIN-otherPregnancy:0.280
Maternal Lab History: BUN-postPregnancy:0.252
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.251
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.246
Maternal Lab History: INHMOM-otherPregnancy:0.232
Maternal Lab History: NT MoM-otherPregnancy:0.229
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:1.000
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.339
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.244
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.173
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.169
Maternal Lab History: 3 HOUR-otherPregnancy:-0.150
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.149
Maternal Lab History: 1 HOUR-postPregnancy:-0.144
Maternal Lab History: AST (SGOT)-postPregnancy:0.140
Maternal Lab History: GAMMA GT-postPregnancy:0.137
Maternal Diagnosis:9ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.825 [0.473 1.439] | indivs AUC:0.489
Correlated most with:
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.310
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.266
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.232
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.229
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.228
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.219
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.196
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.190
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.187
Maternal Lab History: PAPP-A-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.181 [0.427 3.271] | indivs AUC:0.525
Correlated most with:
Maternal Lab History: PAPP-A-postPregnancy:1.000
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.235
Maternal Lab History: APF MoM-postPregnancy:-0.216
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.196
Maternal Lab History: PAPP-A MoM-postPregnancy:0.191
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.173
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.171
Maternal Lab History: A/G-otherPregnancy:0.168
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.162
Maternal Lab History: PAPP-A-otherPregnancy:0.149
Maternal Lab History: FASTING-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.883 [0.293 2.656] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:1.000
Maternal Lab History: FASTING-postPregnancy:0.669
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.358
Diagnosis:9ccs8:Oth infectns:0.162
Maternal Procedure History:85018-postPregnancy:-0.156
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:-0.146
Maternal Lab History: 2 HOUR-otherPregnancy:-0.140
Maternal Procedure History:99401-postPregnancy:0.140
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.137
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.136
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: 0.942 [0.428 2.071] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.172
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.163
Maternal Lab History: O2 SATURATION-postPregnancy:-0.153
Maternal Lab History: WBC-postPregnancy:0.137
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.134
Maternal Lab History: Immunoglobulin E-postPregnancy:0.132
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.126
Maternal Lab History: PO2-postPregnancy:-0.118
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.114
* Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.144
Diagnosis:9ccs161:Ot dx kidney:0.118
Diagnosis:9ccs216:Nerv cong an:0.115
Newborn Diagnosis:9ccs215:gu cong anom:0.104
Newborn Diagnosis:9ccs213:Cardiac anom:0.101
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.092
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Diagnosis:9ccs96:Hrt valve dx:0.089
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.087
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.512
Correlated most with:
Newborn Diagnosis:9ccs217:Ot cong anom:1.000
Newborn Diagnosis:9ccs191:Amnios dx:0.240
Newborn Diagnosis:9ccs215:gu cong anom:0.150
Diagnosis:9ccs217:Ot cong anom:0.147
Diagnosis:9ccs163:Other GU dx:0.147
Maternal Lab History: URINE CULTURE-otherPregnancy:0.123
Diagnosis:9ccs161:Ot dx kidney:0.105
Newborn Diagnosis:9ccs253:Allergy:0.094
Maternal Procedure History:59430-postPregnancy:0.086
Diagnosis:9ccs213:Cardiac anom:0.082
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:1.000
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.391
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.389
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.363
Maternal Lab History: HCG-otherPregnancy:-0.357
Maternal Lab History: INHMOM-otherPregnancy:-0.345
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.286
Maternal Lab History: APF MoM-otherPregnancy:-0.270
Maternal Lab History: NT MoM-otherPregnancy:-0.266
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.261
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 98 | OR_unadj: 1.401 [0.691 2.840] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:1.000
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.279
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.276
Maternal Lab History: URINE SUGAR-postPregnancy:-0.250
Maternal Lab History: PTT-otherPregnancy:-0.220
Maternal Lab History: INR-otherPregnancy:-0.209
Maternal Diagnosis:9ccs0:No DX:-0.127
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.124
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.122
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.115
Maternal Lab History: MONOS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.746 [0.373 1.490] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: MONOS-postPregnancy:1.000
Maternal Lab History: POLYS-postPregnancy:-0.279
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.266
Maternal Lab History: MONOS-otherPregnancy:0.237
Maternal Lab History: HERPES II IgG-postPregnancy:0.171
Maternal Procedure History:90801-postPregnancy:0.169
Maternal Lab History: INHMOM-postPregnancy:-0.169
Maternal Lab History: POLYS-otherPregnancy:-0.161
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.152
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.147
Maternal Lab History: AST (SGOT)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 83 | OR_unadj: 0.501 [0.149 1.690] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: AST (SGOT)-postPregnancy:1.000
Maternal Lab History: ALT-postPregnancy:0.459
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.453
Maternal Lab History: VLDL-postPregnancy:0.428
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.410
Maternal Lab History: GLUCOSE-postPregnancy:0.400
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.327
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.294
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.258
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.250
Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.703
Maternal Lab History: URINE CULTURE-postPregnancy:0.142
Diagnosis:9ccs8:Oth infectns:0.132
Diagnosis:9ccs64:Ot hematl dx:0.128
Diagnosis:9ccs165:Inf male gen:0.124
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.118
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.113
Maternal Lab History: ESTRIOL-postPregnancy:0.110
Maternal Lab History: POLYS-postPregnancy:-0.109
Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.473
Newborn Diagnosis:9ccs96:Hrt valve dx:0.250
Diagnosis:9ccs117:Ot circul dx:0.228
Newborn Diagnosis:9ccs213:Cardiac anom:0.208
Diagnosis:9ccs244:Other injury:0.101
Maternal Diagnosis:9ccs149:Biliary dx:0.101
Diagnosis:9ccs91:Other eye dx:0.097
Diagnosis:9ccs83:Epilepsy/cnv:0.089
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.087
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Diagnosis:9ccs258:Other screen:0.184
Diagnosis:9ccs200:Oth skin dx:0.169
Diagnosis:9ccs7:Viral infect:0.129
Diagnosis:9ccs155:Other GI dx:0.129
Diagnosis:9ccs256:Exam/eval:0.127
Diagnosis:9ccs133:Oth low resp:0.124
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.118
Diagnosis:9ccs197:Skin infectn:0.115
Maternal Lab History: ABS MONOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 193 | OR_unadj: 1.064 [0.620 1.824] | indivs AUC:0.523
Correlated most with:
Maternal Lab History: ABS MONOCYTES-otherPregnancy:1.000
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.611
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.580
Maternal Lab History: WBC-otherPregnancy:0.528
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.270
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.233
Maternal Lab History: Alk Phos-otherPregnancy:0.213
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.208
Maternal Lab History: PT-otherPregnancy:0.206
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.142
Maternal Lab History: CREATININE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 181 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.482
Correlated most with:
Maternal Lab History: CREATININE-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.738
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.729
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.727
Maternal Procedure History:99000-otherPregnancy:0.549
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.512
Maternal Procedure History:90656-otherPregnancy:0.467
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.417
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.334
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.333
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.136
Maternal Procedure History:96372-otherPregnancy:0.120
Maternal Procedure History:S9470-postPregnancy:0.113
Diagnosis:9ccs128:Asthma:0.103
Diagnosis:9ccs259:Unclassified:0.100
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.096
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.093
Maternal Lab History: SODIUM-otherPregnancy:-0.091
Diagnosis:9ccs257:Ot aftercare:0.087
Maternal Procedure History:81025-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 184 | OR_unadj: 0.712 [0.369 1.376] | indivs AUC:0.503
Correlated most with:
Maternal Procedure History:81025-postPregnancy:1.000
Maternal Procedure History:J1055-postPregnancy:0.321
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.218
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.196
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.189
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.174
Maternal Lab History: MAGNESIUM-postPregnancy:-0.160
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.158
Maternal Procedure History:87880-postPregnancy:0.153
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.152
Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:1.000
Diagnosis:9ccs243:Poisn nonmed:-0.102
Diagnosis:9ccs217:Ot cong anom:0.085
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.069
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.069
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.063
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.063
Maternal Diagnosis:9ccs183:HTN in preg:0.063
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.062
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.061
Maternal Lab History: VLDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 69 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: VLDL-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.584
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.502
Maternal Lab History: AST (SGOT)-postPregnancy:0.428
Maternal Lab History: GLUCOSE-postPregnancy:0.313
Maternal Lab History: CHOLESTEROL-postPregnancy:0.299
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.277
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.267
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.249
Maternal Lab History: ALT-postPregnancy:0.243
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 98 | OR_unadj: 0.677 [0.391 1.170] | indivs AUC:0.483
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.323
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.299
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.290
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.290
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.261
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.256
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.254
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.249
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.243
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 333 | OR_unadj: 0.791 [0.585 1.069] | indivs AUC:0.435
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.640
Maternal Procedure History:58300-postPregnancy:-0.458
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.422
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.396
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.390
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.371
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.369
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.359
Maternal Procedure History:J7300-postPregnancy:-0.341
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.472
Diagnosis:9ccs159:UTI:0.225
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.148
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.146
Diagnosis:9ccs163:Other GU dx:0.124
Diagnosis:9ccs83:Epilepsy/cnv:0.118
Newborn Diagnosis:9ccs217:Ot cong anom:0.105
Diagnosis:9ccs213:Cardiac anom:0.101
Maternal Lab History: LIPASE-postPregnancy:0.097
Maternal Lab History: 2 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 3.563 [0.887 14.312] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: 2 HOUR-postPregnancy:1.000
Maternal Lab History: 1 HOUR-postPregnancy:0.636
Maternal Procedure History:93005-otherPregnancy:0.391
Maternal Lab History: 2 HOUR-otherPregnancy:0.351
Maternal Procedure History:93005-postPregnancy:0.309
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.265
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.244
Lab:294147 FREE T4 - LMC:0.233
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.206
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.206
* Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Diagnosis:9ccs250:Nausea/vomit:0.202
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.159
Diagnosis:9ccs133:Oth low resp:0.145
Maternal Lab History: INHMOM-otherPregnancy:0.126
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Lab History: INHMOM-postPregnancy:0.122
Diagnosis:9ccs155:Other GI dx:0.121
Maternal Procedure History:90656-postPregnancy:0.118
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs64:Ot hematl dx:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.214
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.154
Diagnosis:9ccs2603:E Codes: Fall:0.128
Diagnosis:10ccs58:Ot nutrit dx:0.123
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.120
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.120
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.115
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.101
Maternal Lab History: MONOS-otherPregnancy:0.101
Maternal Lab History: AFP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 0.500 [0.174 1.434] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: AFP-otherPregnancy:1.000
Maternal Lab History: ESTRIOL-otherPregnancy:0.561
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.340
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.312
Maternal Lab History: WEIGHT-otherPregnancy:-0.248
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.240
Maternal Lab History: AFP-postPregnancy:0.234
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.217
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.205
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.192
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.105
Maternal Lab History: O2 SATURATION-postPregnancy:0.102
Maternal Lab History: PO2-postPregnancy:0.095
Diagnosis:9ccs117:Ot circul dx:0.093
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.073
Diagnosis:9ccs217:Ot cong anom:0.071
Diagnosis:9ccs166:Oth male gen:0.069
Maternal Lab History: EOSINOPHIL-postPregnancy:0.068
Maternal Lab History: RUBELLA-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.482 [0.169 1.381] | indivs AUC:0.471
Correlated most with:
Maternal Lab History: RUBELLA-otherPregnancy:1.000
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.284
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.219
Maternal Lab History: RUBELLA-postPregnancy:0.217
Maternal Lab History: URINE KETONES-otherPregnancy:0.194
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.183
Maternal Lab History: eGFR-otherPregnancy:-0.170
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.169
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.161
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.154
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.703 [0.412 1.198] | indivs AUC:0.478
Correlated most with:
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.359
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.329
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.324
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.297
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.280
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.280
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.279
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.278
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.273
Maternal Lab History: MONOCYTES-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 194 | OR_unadj: 0.948 [0.556 1.615] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: MONOCYTES-5P-otherPregnancy:1.000
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.611
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.273
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.208
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.186
Maternal Lab History: Alk Phos-otherPregnancy:0.178
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.176
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.165
Maternal Procedure History:96372-otherPregnancy:0.159
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.157
Maternal Lab History: hCG MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.951 [0.410 2.208] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: hCG MoM-otherPregnancy:1.000
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.803
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.434
Maternal Lab History: HCG-otherPregnancy:0.311
Maternal Lab History: ESTRIOL-otherPregnancy:-0.276
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.272
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.271
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.262
Maternal Lab History: hCG MoM-postPregnancy:0.259
Maternal Lab History: NT MoM-otherPregnancy:0.254
Maternal Diagnosis:9ccs253:Allergy-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.487
Correlated most with:
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.280
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.248
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.247
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.205
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.205
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.202
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.200
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.196
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.192
Maternal Procedure History:90471-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.490
Correlated most with:
Maternal Procedure History:90471-otherPregnancy:1.000
Maternal Procedure History:96372-otherPregnancy:0.256
Maternal Lab History: 1 HOUR-otherPregnancy:0.252
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.204
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.202
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.188
Maternal Lab History: PROLACTIN-postPregnancy:0.162
Maternal Lab History: INHMOM-otherPregnancy:-0.156
Maternal Lab History: MONOS-otherPregnancy:0.152
Maternal Procedure History:59430-postPregnancy:0.145
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.063
Diagnosis:9ccs259:Unclassified:0.056
Diagnosis:9ccs217:Ot cong anom:0.049
Diagnosis:9ccs256:Exam/eval:0.048
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.046
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046
Diagnosis:9ccs95:Oth nerv dx:0.045
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.043
Newborn Diagnosis:9ccs215:gu cong anom:0.043
Maternal Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd:1.000
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.151
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.138
Maternal Diagnosis:9ccs5:HIV infectn:0.130
Maternal Diagnosis:9ccs7:Viral infect:0.130
Maternal Lab History: MONOCYTE-otherPregnancy:0.119
Maternal Diagnosis:9ccs48:Thyroid dsor:0.110
Maternal Diagnosis:9ccs181:Ot preg comp:0.108
Diagnosis:9ccs55:Fluid/elc dx:0.100
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.089
Maternal Procedure History:86703-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 108 | OR_unadj: 1.090 [0.489 2.427] | indivs AUC:0.486
Correlated most with:
Maternal Procedure History:86703-otherPregnancy:1.000
Maternal Procedure History:99401-otherPregnancy:0.463
Maternal Procedure History:86703-postPregnancy:0.421
Maternal Procedure History:99401-postPregnancy:0.211
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.206
Maternal Procedure History:90656-otherPregnancy:-0.180
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.172
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.171
Maternal Lab History: HCG-otherPregnancy:0.167
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.163
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.705 [0.400 1.243] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.333
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.282
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.281
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.244
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.241
Maternal Lab History: CREATININE-postPregnancy:-0.237
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.231
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.200
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.199
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: BUN-otherPregnancy:-0.173
Newborn Diagnosis:9ccs253:Allergy:-0.170
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.129
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.118
Diagnosis:9ccs117:Ot circul dx:-0.101
Maternal Lab History: POTASSIUM-postPregnancy:-0.095
Maternal Lab History: ALBUMIN-otherPregnancy:-0.087
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.086
Diagnosis:9ccs213:Cardiac anom:-0.080
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.080
Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs76:Meningitis:1.000
Lab:297275 STREP RAPID TEST (POCT):0.106
Diagnosis:9ccs92:Otitis media:0.103
Diagnosis:9ccs124:Tonsillitis:0.084
Maternal Diagnosis:9ccs195:Ot compl bir:-0.083
Diagnosis:9ccs4:Mycoses:0.082
Number of Visits:0.082
Maternal Lab History: 3 HOUR-otherPregnancy:-0.081
Maternal Diagnosis:9ccs176:Contraceptiv:0.079
Diagnosis:9ccs133:Oth low resp:0.073
Maternal Lab History: URINE KETONES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: URINE KETONES-otherPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.199
Maternal Lab History: RUBELLA-otherPregnancy:0.194
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.185
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.177
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.168
Maternal Lab History: WBC-otherPregnancy:0.152
Maternal Lab History: POLYS-otherPregnancy:0.151
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.146
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.134
Maternal Lab History: MATERNAL WEIGHT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.660 [0.191 2.278] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:1.000
Maternal Lab History: PATIENT-postPregnancy:0.428
Maternal Lab History: Immunoglobulin E-postPregnancy:0.292
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.283
Maternal Procedure History:90746-postPregnancy:0.263
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.260
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.256
Maternal Lab History: PAPP-A-postPregnancy:-0.235
Maternal Lab History: GLOBULIN-postPregnancy:0.234
Maternal Lab History: A/G-postPregnancy:-0.227
Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.469
Newborn Diagnosis:9ccs219:Low birth wt:0.467
Newborn Diagnosis:9ccs253:Allergy:0.271
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264
Newborn Diagnosis:9ccs256:Exam/eval:0.214
Newborn Diagnosis:9ccs222:Perint jaund:0.213
Maternal Lab History: ESTRIOL-postPregnancy:0.187
Maternal Lab History: URINE CULTURE-postPregnancy:0.186
Maternal Procedure History:96372-otherPregnancy:0.179
* Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.473
Newborn Diagnosis:9ccs213:Cardiac anom:0.441
Newborn Diagnosis:9ccs96:Hrt valve dx:0.329
Diagnosis:9ccs117:Ot circul dx:0.225
Diagnosis:9ccs89:Blindness:0.129
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.123
Number of Visits:0.110
Diagnosis:9ccs161:Ot dx kidney:0.101
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.098
Maternal Lab History: URINE PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 186 | OR_unadj: 0.952 [0.550 1.647] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: URINE PH-otherPregnancy:1.000
Maternal Lab History: URINE PH-postPregnancy:0.206
Maternal Lab History: 3 HOUR-otherPregnancy:0.173
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.165
Maternal Lab History: MPV-otherPregnancy:-0.164
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.148
Maternal Lab History: eGFR-postPregnancy:0.146
Maternal Procedure History:90801-postPregnancy:-0.146
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.134
Maternal Procedure History:86703-otherPregnancy:-0.129
Maternal Lab History: ANION GAP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 0.964 [0.388 2.394] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: ANION GAP-postPregnancy:1.000
Maternal Lab History: ANION GAP-otherPregnancy:0.244
Maternal Lab History: URINE SUGAR-postPregnancy:0.215
Maternal Lab History: URINE SUGAR-otherPregnancy:0.166
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.158
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.156
Maternal Lab History: IRON-postPregnancy:0.133
Maternal Procedure History:90746-postPregnancy:-0.129
Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.125
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.123
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 1.500 [0.777 2.895] | indivs AUC:0.511
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.381
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.367
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.354
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.344
Maternal Lab History: CREATININE-otherPregnancy:-0.330
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.260
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.238
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.224
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.219
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.990 [0.425 2.307] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.324
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.320
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.306
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.277
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.272
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.232
Maternal Lab History: CREATININE-otherPregnancy:-0.227
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.217
Maternal Procedure History:90656-otherPregnancy:-0.215
Maternal Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 0.194 [0.026 1.461] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs168:PID:1.000
Maternal Lab History: URINE PROTEIN-postPregnancy:0.176
Maternal Diagnosis:9ccs189:Prev c-sectn:0.142
Newborn Diagnosis:9ccs218:Liveborn:-0.129
Maternal Diagnosis:9ccs181:Ot preg comp:0.128
Newborn Diagnosis:9ccs221:Resp distres:0.119
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.107
Maternal Diagnosis:9ccs49:DiabMel no c:0.088
Diagnosis:9ccs91:Other eye dx:0.083
Newborn Diagnosis:9ccs215:gu cong anom:0.081
Maternal Lab History: A/G-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.374 [0.113 1.237] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: A/G-postPregnancy:1.000
Maternal Lab History: GLOBULIN-postPregnancy:-0.893
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.297
Maternal Procedure History:90656-postPregnancy:0.275
Maternal Lab History: Immunoglobulin E-postPregnancy:-0.274
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.266
Maternal Procedure History:87880-postPregnancy:-0.245
Maternal Lab History: INHMOM-otherPregnancy:0.228
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.227
Maternal Lab History: APF MoM-otherPregnancy:0.220
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.179
Diagnosis:9ccs216:Nerv cong an:0.156
Diagnosis:9ccs211:Ot conn tiss:0.147
Diagnosis:9ccs217:Ot cong anom:0.107
Newborn Diagnosis:9ccs219:Low birth wt:0.105
Maternal Lab History: PROLACTIN-postPregnancy:0.102
Diagnosis:9ccs94:Other ear dx:0.101
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.100
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.098
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.108
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.093
Maternal Lab History: GFR in African American-otherPregnancy:-0.092
Maternal Lab History: GFR Calculation-otherPregnancy:-0.092
Newborn Diagnosis:9ccs222:Perint jaund:0.087
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.085
Diagnosis:9ccs155:Other GI dx:0.081
Maternal Procedure History:76830-postPregnancy:0.080
Maternal Diagnosis:9ccs59:Anemia:0.079
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 224 | OR_unadj: 0.931 [0.660 1.312] | indivs AUC:0.485
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.663
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.507
Maternal Lab History: CREATININE-postPregnancy:-0.458
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.452
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.404
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.388
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.379
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.377
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.359
Maternal Procedure History:86580-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 191 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.504
Correlated most with:
Maternal Procedure History:86580-otherPregnancy:1.000
Maternal Procedure History:86580-postPregnancy:0.490
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.218
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.182
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.168
Maternal Lab History: 2 HOUR-otherPregnancy:0.144
Maternal Lab History: GLUCOSE-otherPregnancy:0.139
Maternal Procedure History:93005-otherPregnancy:0.137
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.134
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.133
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 0.682 [0.301 1.544] | indivs AUC:0.487
Correlated most with:
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:1.000
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.367
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.365
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.323
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.318
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.315
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.306
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.280
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.268
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.268
Maternal Lab History: HDL CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 100 | OR_unadj: 0.720 [0.333 1.553] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.544
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.350
Maternal Lab History: VLDL-postPregnancy:-0.267
Maternal Lab History: CHOLESTEROL-postPregnancy:0.250
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.195
Maternal Lab History: UIBC-postPregnancy:0.171
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:-0.170
Maternal Lab History: VITAMIN B-12-postPregnancy:0.161
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.157
Maternal Lab History: HCG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.542 [0.122 2.411] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: HCG-postPregnancy:1.000
Maternal Lab History: INHMOM-postPregnancy:0.492
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.483
Maternal Lab History: HCG-otherPregnancy:0.468
Maternal Lab History: NT MoM-otherPregnancy:0.435
Maternal Lab History: INHMOM-otherPregnancy:0.424
Maternal Lab History: APF MoM-otherPregnancy:0.415
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.413
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.379
Maternal Lab History: NT MoM-postPregnancy:0.364
Maternal Lab History: GLOBULIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.519 [0.180 1.492] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: GLOBULIN-postPregnancy:1.000
Maternal Lab History: A/G-postPregnancy:-0.893
Maternal Procedure History:87880-postPregnancy:0.264
Maternal Lab History: Immunoglobulin E-postPregnancy:0.245
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.245
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.242
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.234
Maternal Lab History: CHLORIDE-postPregnancy:-0.215
Maternal Lab History: VLDL-postPregnancy:0.212
Maternal Lab History: AST (SGOT)-postPregnancy:0.210
Maternal Procedure History:90471-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 111 | OR_unadj: 0.618 [0.258 1.483] | indivs AUC:0.507
Correlated most with:
Maternal Procedure History:90471-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:0.419
Maternal Procedure History:90656-postPregnancy:0.303
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.236
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.231
Maternal Procedure History:36415-postPregnancy:0.215
Maternal Lab History: BASE DEFICIT-postPregnancy:0.214
Maternal Lab History: BICARBONATE-postPregnancy:-0.211
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.210
Maternal Lab History: NT MoM-otherPregnancy:0.207
Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs147:Anal/rectal:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.214
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.200
Maternal Lab History: PTT-otherPregnancy:0.193
Maternal Lab History: GFR in African American-otherPregnancy:0.184
Maternal Lab History: GFR Calculation-otherPregnancy:0.184
Maternal Lab History: INR-otherPregnancy:0.183
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.149
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.134
Diagnosis:9ccs155:Other GI dx:0.132
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 109 | OR_unadj: 1.062 [0.500 2.257] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:1.000
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.578
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.253
Maternal Procedure History:93005-otherPregnancy:0.241
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.216
Maternal Procedure History:93005-postPregnancy:0.199
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.189
Maternal Procedure History:96372-otherPregnancy:0.181
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.179
Maternal Lab History: ESTRIOL-otherPregnancy:0.178
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Diagnosis:9ccs134:Ot uppr resp:0.127
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.120
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.115
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.111
Maternal Lab History: TP PERIOD-otherPregnancy:0.108
Maternal Lab History: GFR in African American-otherPregnancy:0.098
Maternal Lab History: GFR Calculation-otherPregnancy:0.098
Diagnosis:9ccs126:Ot up rsp in:0.095
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.093
Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.511
Correlated most with:
Diagnosis:10ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.703
Diagnosis:9ccs64:Ot hematl dx:0.123
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.108
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.101
Diagnosis:9ccs8:Oth infectns:0.093
Diagnosis:9ccs209:Ot acq defor:0.088
Newborn Diagnosis:9ccs253:Allergy:0.083
Maternal Diagnosis:9ccs61:Sickle cell:0.083
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.083
Maternal Procedure History:59430-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: nan [ nan nan] | indivs AUC:0.499
Correlated most with:
Maternal Procedure History:59430-postPregnancy:1.000
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.352
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.257
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.257
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.257
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.240
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.240
Maternal Lab History: PH-otherPregnancy:0.237
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.170
Maternal Procedure History:86703-postPregnancy:0.159
Maternal Lab History: LDH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.374 [0.113 1.237] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: LDH-postPregnancy:1.000
Maternal Lab History: Alk Phos-postPregnancy:0.445
Maternal Lab History: URIC ACID-postPregnancy:0.404
Maternal Lab History: ALBUMIN-postPregnancy:-0.381
Maternal Lab History: CALCIUM-postPregnancy:-0.378
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.372
Maternal Lab History: MAGNESIUM-postPregnancy:0.333
Maternal Lab History: AST-postPregnancy:0.239
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.195
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.192
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.700 [0.339 1.446] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:1.000
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.302
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.302
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.277
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.261
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.249
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.248
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.247
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.246
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.236
Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs3:Oth bact inf:1.000
Diagnosis:9ccs247:Lymph enlarg:0.202
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.168
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.155
Lab:297275 STREP RAPID TEST (POCT):0.138
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.131
Diagnosis:9ccs246:FUO:0.131
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.122
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.119
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.116
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 1.365 [0.484 3.852] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:1.000
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.238
Maternal Lab History: PTT-otherPregnancy:-0.223
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.221
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.202
Maternal Lab History: TP PERIOD-otherPregnancy:0.192
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.191
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.170
Maternal Lab History: ANION GAP-otherPregnancy:0.163
Maternal Lab History: PAPP-A-otherPregnancy:0.156
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.242
Diagnosis:9ccs217:Ot cong anom:0.212
Diagnosis:9ccs213:Cardiac anom:0.129
Diagnosis:9ccs223:Birth trauma:0.109
Newborn Diagnosis:9ccs218:Liveborn:-0.103
Diagnosis:9ccs7:Viral infect:0.088
Diagnosis:9ccs257:Ot aftercare:0.081
Number of Visits:0.080
Newborn Diagnosis:9ccs191:Amnios dx:0.077
Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs205:Back problem:1.000
Maternal Diagnosis:9ccs6:Hepatitis:0.100
Lab:294203 BILIRUBIN TOTAL - LMC:0.095
Maternal Procedure History:90746-postPregnancy:-0.092
Maternal Diagnosis:9ccs191:Amnios dx:0.086
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.083
Diagnosis:9ccs251:Abdomnl pain:0.082
Diagnosis:9ccs133:Oth low resp:0.080
Diagnosis:9ccs224:Ot perint dx:0.077
Diagnosis:9ccs161:Ot dx kidney:0.075
Maternal Procedure History:S9470-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.705 [0.203 2.448] | indivs AUC:0.486
Correlated most with:
Maternal Procedure History:S9470-otherPregnancy:1.000
Maternal Procedure History:S9470-postPregnancy:0.430
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.176
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.160
Newborn Diagnosis:9ccs95:Oth nerv dx:0.149
Maternal Procedure History:99401-otherPregnancy:0.146
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.144
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.136
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.136
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.134
Maternal Lab History: PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 55 | OR_unadj: 0.756 [0.216 2.644] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: PH-postPregnancy:1.000
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.314
Maternal Lab History: GFR Calculation-otherPregnancy:0.191
Maternal Lab History: GFR in African American-otherPregnancy:0.190
Maternal Lab History: PH-otherPregnancy:0.179
Maternal Lab History: Varicella IgG-postPregnancy:-0.179
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.159
Maternal Diagnosis:9ccs159:UTI-postPregnancy:-0.157
Maternal Lab History: PTT-postPregnancy:-0.156
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.152
Maternal Lab History: PT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: PT-postPregnancy:1.000
Maternal Lab History: INR-postPregnancy:0.675
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.191
Maternal Procedure History:90472-postPregnancy:0.189
Maternal Lab History: SODIUM-postPregnancy:0.189
Maternal Lab History: PO2-postPregnancy:0.187
Maternal Lab History: BICARBONATE-postPregnancy:0.168
Maternal Lab History: FREE T3-postPregnancy:0.158
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.152
Maternal Lab History: CREATININE-postPregnancy:0.151
Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs240:Burns:1.000
Maternal Lab History: MONOCYTE-otherPregnancy:0.167
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.139
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.139
Maternal Lab History: MONOS-otherPregnancy:0.126
Diagnosis:9ccs243:Poisn nonmed:0.124
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.119
Maternal Procedure History:90472-postPregnancy:0.115
Maternal Procedure History:81025-otherPregnancy:0.111
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.108
Maternal Lab History: GAMMA GT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 95 | OR_unadj: 0.527 [0.156 1.782] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: GAMMA GT-postPregnancy:1.000
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.418
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.247
Maternal Lab History: AMYLASE-postPregnancy:0.222
Maternal Lab History: ALBUMIN-postPregnancy:0.195
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.180
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.157
Diagnosis:9ccs242:Poisn ot med:0.155
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.155
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.142
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.501 [0.149 1.690] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:1.000
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.366
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.329
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.280
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.277
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.270
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.265
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.250
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.211
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.206
Maternal Lab History: GLUCOSE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: 0.846 [0.345 2.078] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: GLUCOSE-postPregnancy:1.000
Maternal Lab History: AST (SGOT)-postPregnancy:0.400
Maternal Lab History: VLDL-postPregnancy:0.313
Maternal Procedure History:97014-postPregnancy:-0.295
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.271
Maternal Lab History: 1 HOUR-postPregnancy:-0.265
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.252
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.220
Maternal Lab History: 3 HOUR-otherPregnancy:-0.213
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.204
Maternal Diagnosis:9ccs46:Bnign ut neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.511
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo:1.000
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.138
Maternal Diagnosis:9ccs60:Acut p-h anm:0.131
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.115
Maternal Diagnosis:9ccs61:Sickle cell:0.115
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.101
Maternal Diagnosis:9ccs238:Complic proc:0.101
MatDeliveryAge:0.094
Maternal Diagnosis:9ccs195:Ot compl bir:0.083
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.082
Maternal Procedure History:90656-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 80 | OR_unadj: nan [ nan nan] | indivs AUC:0.509
Correlated most with:
Maternal Procedure History:90656-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.558
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.532
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.519
Maternal Lab History: CREATININE-otherPregnancy:0.467
Maternal Procedure History:99000-otherPregnancy:0.349
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.289
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.278
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.260
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.249
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 264 | OR_unadj: 0.823 [0.593 1.144] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.885
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.883
Maternal Lab History: CREATININE-otherPregnancy:-0.729
Maternal Procedure History:99000-otherPregnancy:-0.608
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.559
Maternal Procedure History:90656-otherPregnancy:-0.519
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.490
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.483
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.474
Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.363
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.355
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.207
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.189
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.174
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.172
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.169
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.169
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.164
Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.148
Maternal Lab History: PTT-otherPregnancy:0.144
Maternal Lab History: INR-otherPregnancy:0.137
Maternal Procedure History:93005-otherPregnancy:0.134
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.134
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.116
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.116
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.113
Diagnosis:9ccs122:Pneumonia:0.109
Maternal Lab History: BETA HCG FREE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 0.951 [0.410 2.208] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: BETA HCG FREE-otherPregnancy:1.000
Maternal Lab History: hCG MoM-otherPregnancy:0.803
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.478
Maternal Lab History: ESTRIOL-otherPregnancy:-0.299
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.261
Maternal Lab History: BETA HCG FREE-postPregnancy:0.244
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.213
Maternal Lab History: FASTING-postPregnancy:-0.192
Maternal Lab History: AFP-otherPregnancy:-0.192
Maternal Lab History: hCG MoM-postPregnancy:0.180
Maternal Lab History: NT MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.527 [0.156 1.782] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: NT MoM-postPregnancy:1.000
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.910
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.456
Maternal Lab History: NT MoM-otherPregnancy:0.446
Maternal Lab History: HCG-otherPregnancy:0.404
Maternal Lab History: APF MoM-otherPregnancy:0.374
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.367
Maternal Lab History: HCG-postPregnancy:0.364
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.359
Maternal Lab History: INHMOM-otherPregnancy:0.337
Maternal Diagnosis:9ccs168:PID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 1.511 [0.740 3.086] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs168:PID-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.349
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.349
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.326
Maternal Lab History: CREATININE-otherPregnancy:-0.253
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.230
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.226
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.217
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.215
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.195
Maternal Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1740 | OR_unadj: 2.841 [0.363 22.266] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del:1.000
Maternal Lab History: LIPASE-postPregnancy:0.234
Maternal Lab History: AMYLASE-postPregnancy:0.223
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.124
Maternal Diagnosis:9ccs0:No DX:-0.119
Maternal Lab History: URINE KETONES-postPregnancy:-0.113
Diagnosis:9ccs2:Septicemia:-0.110
Maternal Diagnosis:9ccs61:Sickle cell:-0.110
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:-0.101
Maternal Procedure History:76830-postPregnancy:0.096
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Diagnosis:9ccs3:Oth bact inf:0.202
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.140
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.124
Maternal Lab History: FREE T-4-postPregnancy:0.122
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.120
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.118
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.111
Maternal Lab History: AFP-otherPregnancy:0.110
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.108
Maternal Lab History: PROLACTIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: PROLACTIN-postPregnancy:1.000
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.492
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.317
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.286
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.266
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.194
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.184
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.175
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.172
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.169
Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.185
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.135
Diagnosis:9ccs240:Burns:0.124
Maternal Diagnosis:9ccs163:Other GU dx:0.119
Maternal Lab History: URINE KETONES-postPregnancy:0.118
Lab:292495 LEAD LEVEL - Sunrise:-0.102
Diagnosis:9ccs151:Oth liver dx:0.096
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.092
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.068
Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs246:FUO:1.000
Diagnosis:9ccs2:Septicemia:0.166
Diagnosis:9ccs3:Oth bact inf:0.131
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.125
Diagnosis:9ccs239:Superfic inj:0.093
Diagnosis:9ccs240:Burns:0.092
Maternal Diagnosis:9ccs106:Dysrhythmia:0.092
Maternal Procedure History:86580-otherPregnancy:0.091
Maternal Procedure History:86580-postPregnancy:0.085
Maternal Lab History: RDW-otherPregnancy:0.085
Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.130
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.121
Maternal Procedure History:45300-postPregnancy:0.106
Maternal Procedure History:90656-postPregnancy:0.099
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.087
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.085
Maternal Procedure History:81025-postPregnancy:0.082
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.080
Diagnosis:9ccs127:COPD:0.077
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.495
Correlated most with:
Newborn Diagnosis:9ccs223:Birth trauma:1.000
Diagnosis:9ccs223:Birth trauma:0.273
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.167
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.162
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.161
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.143
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.124
Maternal Lab History: URINE PROTEIN-postPregnancy:0.116
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.116
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.094
Maternal Diagnosis:9ccs159:UTI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.036 [0.539 1.992] | indivs AUC:0.482
Correlated most with:
Maternal Diagnosis:9ccs159:UTI-postPregnancy:1.000
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.302
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.261
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.243
Maternal Lab History: CREATININE-postPregnancy:-0.222
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.214
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.212
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.194
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.193
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.189
Maternal Lab History: INR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: INR-postPregnancy:1.000
Maternal Lab History: PT-postPregnancy:0.675
Maternal Lab History: PATIENT-postPregnancy:0.367
Maternal Lab History: Alk Phos-postPregnancy:-0.250
Maternal Lab History: CALCIUM-postPregnancy:0.218
Maternal Lab History: ALBUMIN-postPregnancy:0.216
Maternal Lab History: SODIUM-postPregnancy:0.214
Maternal Lab History: CREATININE-postPregnancy:0.214
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.195
Maternal Lab History: MAGNESIUM-postPregnancy:-0.185
Maternal Procedure History:99000-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 110 | OR_unadj: nan [ nan nan] | indivs AUC:0.529
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.608
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.600
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.595
Maternal Lab History: CREATININE-otherPregnancy:0.549
Maternal Procedure History:90656-otherPregnancy:0.349
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.338
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.337
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.296
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.278
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:1.000
Maternal Lab History: AFP-otherPregnancy:0.340
Maternal Lab History: FERRITIN-otherPregnancy:0.308
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.307
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.263
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.227
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.214
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.213
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.209
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.201
Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:1.000
Diagnosis:9ccs96:Hrt valve dx:0.228
Diagnosis:9ccs213:Cardiac anom:0.225
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.204
Newborn Diagnosis:9ccs253:Allergy:0.164
Maternal Lab History: FREE T-4-otherPregnancy:-0.119
Newborn Diagnosis:9ccs213:Cardiac anom:0.107
Maternal Lab History: FREE T3-postPregnancy:-0.101
Newborn Diagnosis:9ccs191:Amnios dx:0.095
Diagnosis:9ccs47:Ot bnign neo:0.093
Maternal Lab History: NO. OF FETUSES-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: nan [ nan nan] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: NO. OF FETUSES-otherPregnancy:1.000
Maternal Lab History: HCG-otherPregnancy:0.807
Maternal Lab History: NT MoM-otherPregnancy:0.790
Maternal Lab History: INHMOM-otherPregnancy:0.775
Maternal Lab History: APF MoM-otherPregnancy:0.763
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.730
Maternal Lab History: INHMOM-postPregnancy:0.705
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.615
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.610
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.505
* Maternal Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 2.939 [1.401 6.164] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.215
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.213
Maternal Diagnosis:9ccs181:Ot preg comp:0.201
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.184
Maternal Diagnosis:9ccs128:Asthma:0.183
Maternal Lab History: COLONY COUNT-postPregnancy:0.174
Maternal Diagnosis:9ccs183:HTN in preg:0.163
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.159
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.154
Maternal Procedure History:J7300-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: nan [ nan nan] | indivs AUC:0.489
Correlated most with:
Maternal Procedure History:J7300-postPregnancy:1.000
Maternal Procedure History:58300-postPregnancy:0.742
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.341
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.247
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.208
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.205
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.196
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.190
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.182
Maternal Lab History: CREATININE-postPregnancy:0.169
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:1.000
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.438
Maternal Lab History: PAPP-A-otherPregnancy:0.330
Maternal Procedure History:96372-postPregnancy:0.312
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.282
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.268
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.265
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.246
Maternal Lab History: INHMOM-otherPregnancy:-0.204
Maternal Lab History: PAPP-A-postPregnancy:-0.196
Maternal Lab History: BETA-HCG QUANT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-postPregnancy:1.000
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.246
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.176
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.176
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.164
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.156
Maternal Lab History: ESTRIOL-otherPregnancy:0.144
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.144
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.131
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.123
Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.506
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.491
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.267
Diagnosis:9ccs48:Thyroid dsor:0.258
Maternal Lab History: NEUTROPHIL-postPregnancy:0.257
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.223
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.215
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.202
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.202
Maternal Lab History: MONOCYTE-postPregnancy:-0.188
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.183 [0.552 2.537] | indivs AUC:0.492
Correlated most with:
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:1.000
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.355
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.284
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.277
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.260
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.258
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.258
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.250
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.237
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.234
Maternal Diagnosis:9ccs60:Acut p-h anm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs60:Acut p-h anm:1.000
Maternal Procedure History:96372-otherPregnancy:0.213
Maternal Diagnosis:9ccs181:Ot preg comp:0.176
Maternal Procedure History:97110-postPregnancy:0.153
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.139
Maternal Procedure History:97001-postPregnancy:0.137
Maternal Diagnosis:9ccs46:Bnign ut neo:0.131
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.100
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.092
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.092
Maternal Lab History: MONOS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: MONOS-otherPregnancy:1.000
Maternal Lab History: POLYS-otherPregnancy:-0.432
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.307
Maternal Lab History: MONOS-postPregnancy:0.237
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.224
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.207
Maternal Lab History: 1 HOUR-otherPregnancy:0.201
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.185
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.176
Maternal Procedure History:90471-otherPregnancy:0.152
Maternal Procedure History:96372-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 38 | OR_unadj: 0.542 [0.122 2.411] | indivs AUC:0.496
Correlated most with:
Maternal Procedure History:96372-postPregnancy:1.000
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.312
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.255
Maternal Lab History: PAPP-A MoM-postPregnancy:0.236
Maternal Lab History: NT MoM-postPregnancy:0.195
Diagnosis:9ccs55:Fluid/elc dx:0.168
Newborn Diagnosis:9ccs213:Cardiac anom:0.156
Diagnosis:9ccs163:Other GU dx:0.144
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.132
Maternal Procedure History:86580-postPregnancy:-0.119
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 0.915 [0.395 2.118] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:1.000
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.254
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.250
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.247
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.242
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.236
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.220
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.220
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.213
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.205
Maternal Lab History: LDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 62 | OR_unadj: 1.078 [0.459 2.531] | indivs AUC:0.524
Correlated most with:
Maternal Lab History: LDL-postPregnancy:1.000
Maternal Lab History: CHOLESTEROL-postPregnancy:0.627
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.433
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.241
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.228
Maternal Lab History: TP VOLUME-otherPregnancy:0.212
Maternal Lab History: URIC ACID-postPregnancy:-0.197
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.191
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.181
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.181
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.206 [0.027 1.553] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:1.000
Maternal Lab History: NT MoM-postPregnancy:0.220
Maternal Lab History: INHMOM-postPregnancy:-0.209
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.203
Maternal Lab History: POLYS-postPregnancy:-0.163
Maternal Lab History: PAPP-A-postPregnancy:-0.162
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.153
Maternal Lab History: GLUCOSE-otherPregnancy:0.143
Maternal Lab History: FERRITIN-otherPregnancy:0.125
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.122
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:1.000
Maternal Lab History: PROLACTIN-postPregnancy:-0.492
Maternal Procedure History:59430-postPregnancy:0.352
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.274
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.222
Maternal Lab History: BASOPHIL-otherPregnancy:0.214
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.209
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.208
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.207
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.200
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 55 | OR_unadj: 0.593 [0.278 1.267] | indivs AUC:0.492
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.281
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.278
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.241
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.236
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.225
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.220
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.219
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.214
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.205
Maternal Lab History: INHIBIN A MOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 1.292 [0.571 2.925] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: INHIBIN A MOM-otherPregnancy:1.000
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.478
Maternal Lab History: hCG MoM-otherPregnancy:0.434
Maternal Procedure History:93005-otherPregnancy:0.220
Maternal Lab History: URINE CULTURE-otherPregnancy:0.173
Maternal Lab History: GLUCOSE-otherPregnancy:-0.169
Maternal Lab History: FASTING-postPregnancy:-0.165
Diagnosis:9ccs123:Influenza:0.148
Maternal Procedure History:93005-postPregnancy:0.144
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.141
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.243
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.218
Maternal Lab History: GFR in African American-otherPregnancy:-0.209
Maternal Lab History: GFR Calculation-otherPregnancy:-0.209
Maternal Procedure History:97014-postPregnancy:0.181
Maternal Lab History: INHMOM-postPregnancy:0.175
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.172
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.171
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.170
Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs140:Gastritis:1.000
Maternal Procedure History:90472-postPregnancy:0.146
Maternal Lab History: MONOCYTE-postPregnancy:0.139
Diagnosis:9ccs153:GI hemorrhag:0.113
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.100
Diagnosis:9ccs213:Cardiac anom:0.098
Maternal Lab History: BICARBONATE-postPregnancy:-0.095
Newborn Diagnosis:9ccs95:Oth nerv dx:0.093
Maternal Procedure History:90649-postPregnancy:0.091
Maternal Procedure History:90471-postPregnancy:0.085
* Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Diagnosis:9ccs212:Ot bone dx:0.182
Diagnosis:9ccs2603:E Codes: Fall:0.089
Diagnosis:10ccs58:Ot nutrit dx:0.088
Maternal Lab History: URINE KETONES-postPregnancy:0.082
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.077
Maternal Lab History: WBC-otherPregnancy:0.072
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.072
Maternal Diagnosis:9ccs61:Sickle cell:0.072
Maternal Diagnosis:9ccs190:Fetal distrs:0.067
Maternal Procedure History:86580-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 1.010 [0.331 3.088] | indivs AUC:0.484
Correlated most with:
Maternal Procedure History:86580-postPregnancy:1.000
Maternal Procedure History:86580-otherPregnancy:0.490
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.182
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.172
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.170
Maternal Lab History: APTT-postPregnancy:0.157
Maternal Lab History: PROLACTIN-postPregnancy:0.152
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.144
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.144
Maternal Lab History: BETA HCG FREE-postPregnancy:0.137
Maternal Lab History: PH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.469 [0.107 2.059] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: PH-otherPregnancy:1.000
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.302
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.261
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.250
Maternal Procedure History:59430-postPregnancy:0.237
Maternal Lab History: PT-otherPregnancy:0.213
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.199
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.195
Maternal Lab History: PH-postPregnancy:0.179
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.177
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.289 [0.408 4.071] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:1.000
Maternal Lab History: PROLACTIN-postPregnancy:-0.317
Maternal Lab History: PH-otherPregnancy:-0.302
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.209
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.194
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.191
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.191
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.188
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.188
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.181
* Maternal Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 4.754 [1.059 21.333] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs61:Sickle cell:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.134
Lab:294205 TSH REFLEX TO FT4 - LMC:0.126
Maternal Diagnosis:9ccs46:Bnign ut neo:0.115
Maternal Diagnosis:9ccs196:Nml preg/del:-0.110
Maternal Diagnosis:9ccs181:Ot preg comp:0.108
Diagnosis:10ccs58:Ot nutrit dx:0.083
Maternal Diagnosis:9ccs60:Acut p-h anm:0.076
Diagnosis:9ccs8:Oth infectns:0.076
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.076
Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.506
Correlated most with:
Newborn Diagnosis:9ccs221:Resp distres:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.314
Maternal Diagnosis:9ccs184:Early labor:0.249
Maternal Lab History: URINE PROTEIN-postPregnancy:0.211
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.183
Newborn Diagnosis:9ccs256:Exam/eval:0.179
Maternal Lab History: HERPES II IgG-postPregnancy:0.168
Newborn Diagnosis:9ccs218:Liveborn:-0.157
Newborn Diagnosis:9ccs222:Perint jaund:0.144
Maternal Lab History: TP VOLUME-otherPregnancy:-0.130
Maternal Lab History: APF MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.503 [0.114 2.221] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: APF MoM-postPregnancy:1.000
Maternal Lab History: INHMOM-postPregnancy:0.358
Maternal Lab History: APF MoM-otherPregnancy:0.302
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.291
Maternal Lab History: INHMOM-otherPregnancy:0.284
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.267
Maternal Lab History: HCG-otherPregnancy:0.267
Maternal Lab History: NT MoM-otherPregnancy:0.265
Maternal Lab History: HCG-postPregnancy:0.225
Maternal Lab History: 3 HOUR-otherPregnancy:0.220
Maternal Lab History: POLYS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.746 [0.327 1.699] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: POLYS-otherPregnancy:1.000
Maternal Lab History: MONOS-otherPregnancy:-0.432
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.413
Maternal Lab History: POLYS-postPregnancy:0.277
Maternal Lab History: FREE T-4-otherPregnancy:-0.257
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.245
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.244
Maternal Lab History: WBC-otherPregnancy:0.242
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.227
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.221
Maternal Diagnosis:9ccs149:Biliary dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs149:Biliary dx:1.000
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.305
Maternal Lab History: Alk Phos-postPregnancy:0.288
Maternal Lab History: ESTRIOL-postPregnancy:0.206
Maternal Lab History: ALT-postPregnancy:0.160
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.157
Maternal Lab History: ALBUMIN-postPregnancy:-0.144
Maternal Diagnosis:9ccs181:Ot preg comp:0.136
Maternal Diagnosis:9ccs159:UTI:0.131
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.126
Maternal Procedure History:90656-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.516
Correlated most with:
Maternal Procedure History:90656-postPregnancy:1.000
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.403
Maternal Lab History: HCG-otherPregnancy:0.342
Maternal Lab History: NT MoM-otherPregnancy:0.333
Maternal Lab History: INHMOM-otherPregnancy:0.324
Maternal Lab History: INHMOM-postPregnancy:0.324
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.317
Maternal Lab History: APF MoM-otherPregnancy:0.312
Maternal Procedure History:90471-postPregnancy:0.303
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.289
Maternal Procedure History:S9470-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.508
Correlated most with:
Maternal Procedure History:S9470-postPregnancy:1.000
Maternal Procedure History:S9470-otherPregnancy:0.430
Newborn Diagnosis:9ccs95:Oth nerv dx:0.205
Maternal Lab History: APTT-postPregnancy:-0.145
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.144
Maternal Lab History: BUN-postPregnancy:-0.139
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.134
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.132
Newborn Diagnosis:9ccs253:Allergy:0.128
Maternal Lab History: LDL-postPregnancy:-0.123
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.883 [0.248 3.146] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.346
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.302
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.293
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.289
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.282
Maternal Lab History: GLUCOSE-postPregnancy:0.271
Maternal Lab History: AST (SGOT)-postPregnancy:0.228
Maternal Lab History: VLDL-postPregnancy:0.228
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.216
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 0.754 [0.310 1.834] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.512
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.290
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.282
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.258
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.231
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.211
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.205
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.193
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.190
Maternal Lab History: PTT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.251 [0.033 1.912] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: PTT-postPregnancy:1.000
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.182
Maternal Lab History: CALCIUM-postPregnancy:0.157
Maternal Lab History: PH-postPregnancy:-0.156
Maternal Lab History: BICARBONATE-postPregnancy:-0.153
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.149
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.149
Maternal Lab History: FERRITIN-postPregnancy:-0.148
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.139
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.134
Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.206
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.190
Maternal Lab History: FREE T-4-postPregnancy:-0.094
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.079
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.076
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.067
Diagnosis:9ccs0:No DX:-0.067
Diagnosis:9ccs94:Other ear dx:-0.063
Diagnosis:9ccs256:Exam/eval:-0.063
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.062
Maternal Diagnosis:9ccs59:Anemia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 0.424 [0.166 1.080] | indivs AUC:0.486
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:1.000
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.333
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.232
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.211
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.204
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.202
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.198
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.181
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.169
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.165
Maternal Lab History: HEMOGLOBIN A-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.586 [0.172 2.000] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.693
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.382
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.292
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.248
Maternal Lab History: GLOBULIN-otherPregnancy:-0.211
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.187
Maternal Lab History: PH-otherPregnancy:0.177
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176
Maternal Lab History: PROLACTIN-postPregnancy:-0.169
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 0.914 [0.647 1.292] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.946
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.885
Maternal Lab History: CREATININE-otherPregnancy:-0.727
Maternal Procedure History:99000-otherPregnancy:-0.595
Maternal Procedure History:90656-otherPregnancy:-0.558
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.496
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.484
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.466
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.414
Maternal Lab History: ESTRIOL FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 0.501 [0.149 1.690] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: ESTRIOL FREE-otherPregnancy:1.000
Maternal Lab History: ESTRIOL-otherPregnancy:0.404
Maternal Lab History: FASTING-postPregnancy:0.358
Maternal Lab History: FASTING-otherPregnancy:0.358
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.263
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.261
Maternal Lab History: AFP-otherPregnancy:0.240
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.197
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.192
Maternal Lab History: hCG MoM-otherPregnancy:-0.180
Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.509
Correlated most with:
Newborn Diagnosis:9ccs0:No DX:1.000
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.357
Newborn Diagnosis:9ccs94:Other ear dx:-0.355
Maternal Lab History: AST (SGOT)-otherPregnancy:0.252
Maternal Lab History: BILE ACIDS-otherPregnancy:0.228
Newborn Diagnosis:9ccs218:Liveborn:-0.157
Maternal Procedure History:81025-otherPregnancy:0.152
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.142
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.127
Maternal Lab History: A/G-otherPregnancy:-0.123
Maternal Diagnosis:9ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 1.006 [0.664 1.525] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.663
Maternal Lab History: CREATININE-postPregnancy:-0.427
Maternal Procedure History:81000-postPregnancy:0.423
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.405
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.398
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.381
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.370
Maternal Lab History: CREATININE-otherPregnancy:-0.334
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.321
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.504 [0.062 4.108] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:1.000
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.218
Maternal Lab History: LDH-postPregnancy:0.192
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.184
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.184
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.180
Maternal Lab History: GAMMA GT-postPregnancy:0.180
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.158
Maternal Lab History: AMYLASE-postPregnancy:0.147
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.144
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.469 [0.107 2.059] | indivs AUC:0.489
Correlated most with:
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:1.000
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.327
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.293
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.264
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.228
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.224
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.215
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.211
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.197
Maternal Lab History: APTT-postPregnancy:0.196
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.704 [0.239 2.073] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.366
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.280
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.280
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.264
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.245
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.241
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.229
Maternal Procedure History:86580-otherPregnancy:0.218
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.211
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.883 [0.329 2.367] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.706
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.216
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.202
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.196
Maternal Lab History: GLUCOSE-postPregnancy:0.196
Maternal Lab History: LDL-postPregnancy:0.181
Maternal Lab History: MAGNESIUM-postPregnancy:0.180
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.178
Maternal Lab History: PROLACTIN-postPregnancy:-0.172
Maternal Lab History: INHMOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: INHMOM-postPregnancy:1.000
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.705
Maternal Lab History: INHMOM-otherPregnancy:0.604
Maternal Lab History: HCG-otherPregnancy:0.600
Maternal Lab History: APF MoM-otherPregnancy:0.580
Maternal Lab History: NT MoM-otherPregnancy:0.553
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.548
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.497
Maternal Lab History: HCG-postPregnancy:0.492
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.456
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.503 [0.114 2.221] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:1.000
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.578
Maternal Procedure History:93005-otherPregnancy:0.296
Maternal Procedure History:93005-postPregnancy:0.234
Maternal Lab History: 3 HOUR-postPregnancy:-0.205
Maternal Lab History: ESTRIOL-otherPregnancy:0.190
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.185
Maternal Lab History: 2 HOUR-postPregnancy:0.181
Maternal Lab History: 2 HOUR-otherPregnancy:0.168
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.166
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.720 [0.392 1.323] | indivs AUC:0.484
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.474
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.466
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.465
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.422
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.400
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.363
Maternal Procedure History:99000-otherPregnancy:-0.338
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.330
Maternal Lab History: CREATININE-otherPregnancy:-0.318
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:1.000
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.308
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.276
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.246
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.241
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.231
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.222
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.212
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.207
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.202
Maternal Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.478 [0.142 1.606] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs259:Unclassified:1.000
Maternal Lab History: GLUCOSE-otherPregnancy:0.121
Maternal Lab History: O2 SATURATION-postPregnancy:-0.111
Maternal Procedure History:85018-postPregnancy:0.097
Maternal Lab History: 3 HOUR-otherPregnancy:0.092
Maternal Diagnosis:9ccs128:Asthma:0.091
Maternal Lab History: UIBC-postPregnancy:-0.088
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.084
Maternal Procedure History:86580-otherPregnancy:0.083
MatDeliveryAge:0.076
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.880 [0.621 1.247] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.946
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.883
Maternal Lab History: CREATININE-otherPregnancy:-0.738
Maternal Procedure History:99000-otherPregnancy:-0.600
Maternal Procedure History:90656-otherPregnancy:-0.532
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.498
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.480
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.465
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.430
Maternal Diagnosis:9ccs89:Blindness-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:1.000
Maternal Lab History: TEST NAME-postPregnancy:0.345
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.339
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.279
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.198
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.165
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.164
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.150
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.139
Maternal Lab History: MAGNESIUM-postPregnancy:-0.135
Maternal Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs155:Other GI dx:1.000
Maternal Procedure History:36415-otherPregnancy:0.154
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.126
Maternal Diagnosis:9ccs59:Anemia:0.112
Maternal Diagnosis:9ccs188:Pelvic obstr:0.107
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.104
Maternal Diagnosis:9ccs189:Prev c-sectn:0.101
Diagnosis:9ccs147:Anal/rectal:0.089
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.089
Maternal Diagnosis:9ccs181:Ot preg comp:0.087
Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258
Lab:294147 FREE T4 - LMC:0.232
Maternal Diagnosis:9ccs48:Thyroid dsor:0.155
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.131
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.122
Maternal Procedure History:87880-postPregnancy:0.120
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.115
Maternal Lab History: GFR Calculation-otherPregnancy:0.100
Maternal Lab History: GFR in African American-otherPregnancy:0.099
Maternal Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.330
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.155
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.130
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.124
Maternal Diagnosis:9ccs128:Asthma:0.117
Maternal Diagnosis:9ccs181:Ot preg comp:0.116
Maternal Diagnosis:9ccs48:Thyroid dsor:0.102
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.097
Maternal Diagnosis:9ccs49:DiabMel no c:0.096
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Diagnosis:9ccs154:Gastroent:0.209
Diagnosis:9ccs140:Gastritis:0.113
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.100
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.100
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.099
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.099
Maternal Lab History: hCG MoM-otherPregnancy:0.096
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.092
Maternal Procedure History:J1055-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.512
Correlated most with:
Maternal Procedure History:J1055-postPregnancy:1.000
Maternal Procedure History:90772-postPregnancy:0.651
Maternal Procedure History:81025-postPregnancy:0.321
Maternal Lab History: PATIENT-postPregnancy:0.171
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.152
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.140
Maternal Lab History: ANION GAP-otherPregnancy:0.137
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.134
Maternal Lab History: INR-postPregnancy:0.133
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.133
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 2.972 [0.902 9.793] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:1.000
Maternal Lab History: 3 HOUR-postPregnancy:-0.235
Maternal Procedure History:93005-otherPregnancy:0.202
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.172
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.165
Maternal Procedure History:93005-postPregnancy:0.160
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.158
Maternal Lab History: 3 HOUR-otherPregnancy:-0.150
Maternal Procedure History:90649-postPregnancy:0.145
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.139
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 0.956 [0.513 1.784] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.291
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.258
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.236
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.230
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.224
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.197
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.192
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.186
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.173
Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.178
Maternal Lab History: LDL-postPregnancy:0.170
Diagnosis:9ccs55:Fluid/elc dx:-0.124
Diagnosis:9ccs62:Coag/hemr dx:-0.115
Diagnosis:9ccs59:Anemia:0.095
Diagnosis:9ccs117:Ot circul dx:0.091
Maternal Diagnosis:9ccs182:Hemorr preg:0.089
Diagnosis:9ccs136:Teeth dx:0.075
Diagnosis:9ccs259:Unclassified:-0.074
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.071
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.882 [0.358 2.174] | indivs AUC:0.487
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:1.000
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.411
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.301
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.263
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.252
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.233
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.230
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.229
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.226
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.224
Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs8:Oth infectns:1.000
Maternal Lab History: FASTING-postPregnancy:0.171
Maternal Lab History: FASTING-otherPregnancy:0.162
Diagnosis:9ccs2603:E Codes: Fall:0.132
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.117
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.100
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.094
Maternal Lab History: ESTRIOL-otherPregnancy:0.093
Diagnosis:10ccs58:Ot nutrit dx:0.093
Diagnosis:9ccs117:Ot circul dx:0.087
Maternal Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs62:Coag/hemr dx:1.000
Maternal Procedure History:97110-postPregnancy:0.233
Maternal Procedure History:97001-postPregnancy:0.208
Diagnosis:9ccs55:Fluid/elc dx:0.180
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.146
Maternal Diagnosis:9ccs60:Acut p-h anm:0.139
Maternal Diagnosis:9ccs181:Ot preg comp:0.123
Diagnosis:9ccs62:Coag/hemr dx:0.114
Maternal Diagnosis:9ccs238:Complic proc:0.107
Maternal Diagnosis:9ccs46:Bnign ut neo:0.101
Maternal Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.361
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.275
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.274
Maternal Lab History: FREE T-4-postPregnancy:0.250
Maternal Lab History: FREE T-4-otherPregnancy:-0.160
Diagnosis:9ccs48:Thyroid dsor:0.155
Maternal Diagnosis:9ccs181:Ot preg comp:0.136
Lab:294147 FREE T4 - LMC:0.126
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.110
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.756 [0.216 2.644] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor:0.361
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.250
Maternal Lab History: URINE CULTURE-postPregnancy:0.246
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.237
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.228
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.221
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.211
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.197
Maternal Lab History: APTT-postPregnancy:0.196
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.584 [0.225 1.515] | indivs AUC:0.482
Correlated most with:
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:1.000
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.280
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.261
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.238
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.236
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.233
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.218
Maternal Procedure History:81025-postPregnancy:0.218
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.217
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.199
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 92 | OR_unadj: 0.792 [0.462 1.359] | indivs AUC:0.484
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:1.000
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.415
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.337
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.308
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.299
Maternal Lab History: CREATININE-postPregnancy:-0.298
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.293
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.287
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.282
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.269
Maternal Lab History: FREE T3-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: FREE T3-postPregnancy:1.000
Maternal Lab History: FREE T-4-postPregnancy:0.446
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.409
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.285
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.270
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.252
Maternal Lab History: FREE T-4-otherPregnancy:0.239
Maternal Lab History: MAGNESIUM-postPregnancy:0.227
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.223
Diagnosis:9ccs251:Abdomnl pain:-0.208
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 47 | OR_unadj: 0.930 [0.345 2.506] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.491
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.272
Maternal Lab History: FERRITIN-postPregnancy:-0.243
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.237
Maternal Lab History: HCG-otherPregnancy:-0.225
Maternal Lab History: NT MoM-otherPregnancy:-0.220
Maternal Lab History: INHMOM-otherPregnancy:-0.216
Maternal Lab History: APF MoM-otherPregnancy:-0.213
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.203
Maternal Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs238:Complic proc:1.000
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.745
Maternal Diagnosis:9ccs106:Dysrhythmia:0.139
Maternal Diagnosis:9ccs163:Other GU dx:0.132
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.107
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.107
Maternal Diagnosis:9ccs46:Bnign ut neo:0.101
Diagnosis:9ccs3:Oth bact inf:0.095
MatDeliveryAge:0.083
Maternal Diagnosis:9ccs60:Acut p-h anm:0.065
Maternal Lab History: MONOCYTE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: MONOCYTE-postPregnancy:1.000
Maternal Lab History: NEUTROPHIL-postPregnancy:0.253
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.238
Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.188
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.168
Newborn Diagnosis:9ccs191:Amnios dx:-0.166
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.166
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.139
Diagnosis:9ccs140:Gastritis:0.139
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.123
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:1.000
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.400
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.324
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.265
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.253
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.234
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.214
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.212
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.202
Maternal Procedure History:96372-otherPregnancy:0.196
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 0.754 [0.310 1.834] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.437
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.346
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.256
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.254
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.250
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.231
Maternal Diagnosis:9ccs186:DM in preg:0.230
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.227
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.216
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Diagnosis:9ccs239:Superfic inj:0.184
Diagnosis:9ccs137:Mouth dx:0.165
Diagnosis:9ccs155:Other GI dx:0.145
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.122
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.111
Diagnosis:9ccs250:Nausea/vomit:0.111
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.106
Diagnosis:9ccs127:COPD:0.103
Diagnosis:9ccs256:Exam/eval:0.102
Maternal Lab History: HEMOGLOBIN F-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.693
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.453
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.395
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.336
Maternal Lab History: PROLACTIN-postPregnancy:0.266
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.247
Maternal Lab History: GFR in African American-otherPregnancy:0.227
Maternal Lab History: GFR Calculation-otherPregnancy:0.226
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.221
Maternal Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs106:Dysrhythmia:1.000
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.191
Maternal Diagnosis:9ccs181:Ot preg comp:0.152
Maternal Diagnosis:9ccs238:Complic proc:0.139
Maternal Diagnosis:9ccs159:UTI:0.092
Diagnosis:9ccs246:FUO:0.092
Diagnosis:9ccs2:Septicemia:0.076
Maternal Diagnosis:9ccs191:Amnios dx:0.072
Diagnosis:9ccs62:Coag/hemr dx:0.070
Maternal Diagnosis:9ccs7:Viral infect:0.070
Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: APF MoM-postPregnancy:-0.294
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.137
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.115
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.112
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.111
Maternal Lab History: SODIUM-postPregnancy:-0.103
Diagnosis:9ccs141:Ot dx stomch:0.095
Diagnosis:9ccs3:Oth bact inf:0.095
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.084
Diagnosis:9ccs134:Ot uppr resp:-0.079
Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.190
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.166
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.158
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.145
Maternal Lab History: NEUTROPHIL-postPregnancy:0.138
Maternal Lab History: SODIUM-postPregnancy:-0.128
Maternal Diagnosis:9ccs0:No DX:-0.119
Maternal Lab History: 3 HOUR-otherPregnancy:-0.104
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.103
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.097
Maternal Lab History: FASTING-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: FASTING-postPregnancy:1.000
Maternal Lab History: FASTING-otherPregnancy:0.669
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.358
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.194
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.192
Diagnosis:9ccs8:Oth infectns:0.171
Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.165
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.164
Maternal Procedure History:85018-postPregnancy:-0.162
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.156
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.391 [0.049 3.099] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:1.000
Maternal Procedure History:90801-postPregnancy:0.290
Maternal Lab History: PTT-otherPregnancy:0.244
Maternal Lab History: INR-otherPregnancy:0.231
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.207
Maternal Procedure History:97001-postPregnancy:0.198
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.177
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.149
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.147
Maternal Lab History: UIBC-postPregnancy:-0.139
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:1.000
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.279
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.261
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.256
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.245
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.232
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.230
Maternal Lab History: TEST NAME-postPregnancy:0.229
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.205
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.187
Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:1.000
Diagnosis:9ccs83:Epilepsy/cnv:0.144
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.114
Lab:295669 BILIRUBIN DIRECT - LMC:-0.113
Diagnosis:9ccs47:Ot bnign neo:0.105
Diagnosis:9ccs166:Oth male gen:0.098
Diagnosis:9ccs216:Nerv cong an:0.097
Diagnosis:9ccs55:Fluid/elc dx:0.093
Diagnosis:9ccs197:Skin infectn:0.086
Newborn Diagnosis:9ccs213:Cardiac anom:0.086
Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs242:Poisn ot med:1.000
Maternal Procedure History:90801-postPregnancy:0.290
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.173
Maternal Lab History: GAMMA GT-postPregnancy:0.155
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.153
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.151
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.147
Maternal Lab History: FREE T3-postPregnancy:0.147
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.141
Maternal Lab History: UIBC-postPregnancy:-0.139
Maternal Lab History: URINE SUGAR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: URINE SUGAR-postPregnancy:1.000
Maternal Lab History: URINE SUGAR-otherPregnancy:0.835
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.250
Maternal Lab History: ANION GAP-postPregnancy:0.215
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.131
Maternal Lab History: BUN-postPregnancy:-0.110
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.107
Maternal Lab History: ABS LYMPH-otherPregnancy:0.106
Maternal Procedure History:86580-postPregnancy:-0.105
Maternal Lab History: ANION GAP-otherPregnancy:0.101
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.336
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.331
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.329
Maternal Lab History: PROLACTIN-postPregnancy:0.286
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.275
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.245
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.200
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.200
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.191
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:1.000
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.342
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.331
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.329
Maternal Lab History: PTT-otherPregnancy:0.293
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.289
Maternal Lab History: INR-otherPregnancy:0.278
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.255
Maternal Lab History: Alk Phos-otherPregnancy:0.208
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.202
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.181 [0.427 3.271] | indivs AUC:0.512
Correlated most with:
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.412
Maternal Lab History: CHOLESTEROL-postPregnancy:0.403
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.374
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.305
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.282
Maternal Lab History: VLDL-postPregnancy:0.277
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.250
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.235
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.232
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 72 | OR_unadj: 0.848 [0.468 1.537] | indivs AUC:0.486
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.483
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.430
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.422
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.415
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.414
Maternal Procedure History:99000-otherPregnancy:-0.278
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.277
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.272
Maternal Lab History: CREATININE-otherPregnancy:-0.271
Maternal Procedure History:97014-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.494
Correlated most with:
Maternal Procedure History:97014-postPregnancy:1.000
Maternal Procedure History:97110-postPregnancy:0.373
Maternal Lab History: GLUCOSE-postPregnancy:-0.295
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.217
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.208
Maternal Lab History: A/G-otherPregnancy:-0.202
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.184
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.181
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.162
Maternal Lab History: FREE T3-postPregnancy:-0.156
Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.379
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.308
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.266
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.258
Diagnosis:9ccs123:Influenza:0.207
Maternal Procedure History:76830-postPregnancy:-0.200
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.192
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.188
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.187
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.186
Maternal Procedure History:90649-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.776 [0.532 5.930] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:90649-postPregnancy:1.000
Maternal Procedure History:90471-postPregnancy:0.419
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:-0.199
Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.193
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.192
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.182
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.173
Maternal Lab History: GLOBULIN-otherPregnancy:-0.167
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.160
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.158
Maternal Procedure History:81025-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 75 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.505
Correlated most with:
Maternal Procedure History:81025-otherPregnancy:1.000
Maternal Lab History: AST (SGOT)-otherPregnancy:0.472
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.470
Maternal Lab History: BILE ACIDS-otherPregnancy:0.441
Maternal Lab History: GFR in African American-otherPregnancy:0.392
Maternal Lab History: GFR Calculation-otherPregnancy:0.392
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.343
Maternal Lab History: 1 HOUR-otherPregnancy:-0.330
Maternal Lab History: A/G-otherPregnancy:-0.318
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.305
Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498
Correlated most with:
Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.244
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.181
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.173
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.142
Maternal Lab History: GLUCOSE-otherPregnancy:0.125
Diagnosis:9ccs211:Ot conn tiss:-0.124
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.117
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.116
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.109
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.174
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.169
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.153
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.144
Maternal Lab History: LDH-postPregnancy:0.140
Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.139
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.138
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.135
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.131
Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.502
Correlated most with:
Lab:294147 FREE T4 - LMC:1.000
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.386
Maternal Lab History: 2 HOUR-postPregnancy:0.233
Diagnosis:9ccs48:Thyroid dsor:0.232
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.208
Maternal Procedure History:90649-postPregnancy:0.137
Maternal Diagnosis:9ccs48:Thyroid dsor:0.126
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.121
Maternal Lab History: WEIGHT-postPregnancy:-0.119
Maternal Diagnosis:9ccs49:DiabMel no c:-0.114
Maternal Lab History: URINE PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: URINE PROTEIN-otherPregnancy:1.000
Maternal Lab History: TP PERIOD-otherPregnancy:0.658
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.629
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.594
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.315
Maternal Lab History: ANION GAP-otherPregnancy:0.250
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.183
Maternal Lab History: PT-otherPregnancy:0.158
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.144
Maternal Lab History: Alk Phos-otherPregnancy:0.130
Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.509
Correlated most with:
Lab:297275 STREP RAPID TEST (POCT):1.000
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.241
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.220
Maternal Lab History: URINE KETONES-postPregnancy:0.215
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.180
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.156
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.150
Diagnosis:9ccs3:Oth bact inf:0.138
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.108
Diagnosis:9ccs76:Meningitis:0.106
Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs163:Other GU dx:1.000
Diagnosis:9ccs159:UTI:0.164
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Maternal Procedure History:96372-postPregnancy:0.144
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.125
Diagnosis:9ccs161:Ot dx kidney:0.124
Newborn Diagnosis:9ccs215:gu cong anom:0.110
Diagnosis:9ccs2:Septicemia:0.104
Maternal Diagnosis:9ccs211:Ot conn tiss:0.104
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.096
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Diagnosis:9ccs95:Oth nerv dx:0.147
Maternal Lab History: FERRITIN-otherPregnancy:-0.136
Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.124
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.121
Maternal Lab History: APF MoM-otherPregnancy:-0.118
Maternal Lab History: PT-otherPregnancy:-0.112
Diagnosis:9ccs134:Ot uppr resp:0.111
Maternal Lab History: PAPP-A-otherPregnancy:-0.095
Newborn Diagnosis:9ccs191:Amnios dx:0.095
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.181 [0.379 3.682] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:1.000
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.332
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.328
Maternal Lab History: INHMOM-postPregnancy:0.292
Maternal Lab History: HCG-otherPregnancy:0.285
Maternal Lab History: NT MoM-otherPregnancy:0.279
Maternal Procedure History:45300-postPregnancy:0.275
Maternal Lab History: INHMOM-otherPregnancy:0.274
Maternal Lab History: APF MoM-otherPregnancy:0.269
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.261
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.391 [0.049 3.099] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:1.000
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.282
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.248
Maternal Lab History: TEST NAME-postPregnancy:0.237
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.232
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.224
Maternal Lab History: MAGNESIUM-postPregnancy:-0.214
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.209
Maternal Procedure History:97001-postPregnancy:0.198
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.196
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:1.000
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.227
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.216
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.212
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.207
Maternal Procedure History:76830-postPregnancy:0.181
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.176
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.169
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.167
Maternal Lab History: PROLACTIN-postPregnancy:0.162
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 60 | OR_unadj: 1.186 [0.654 2.152] | indivs AUC:0.519
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.360
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.345
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.330
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.305
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.285
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.270
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.260
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.247
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.247
* Maternal Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 5.024 [1.585 15.918] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs98:HTN:1.000
Maternal Diagnosis:9ccs183:HTN in preg:0.230
Maternal Procedure History:93005-otherPregnancy:0.208
Maternal Procedure History:93005-postPregnancy:0.164
Maternal Lab History: 2 HOUR-postPregnancy:0.158
Maternal Lab History: 3 HOUR-postPregnancy:-0.129
Maternal Lab History: 1 HOUR-postPregnancy:0.129
Maternal Lab History: 2 HOUR-otherPregnancy:0.125
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.125
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.119
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.815 [0.231 2.873] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:1.000
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.405
Maternal Lab History: AST (SGOT)-otherPregnancy:0.238
Maternal Lab History: BILE ACIDS-otherPregnancy:0.204
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.194
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.188
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.180
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.168
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.166
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.166
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:1.000
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.156
Maternal Lab History: PO2-postPregnancy:-0.145
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.140
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.140
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.140
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.135
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.119
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.118
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.116
Maternal Diagnosis:9ccs205:Back problem-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 0.565 [0.218 1.462] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.367
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.242
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.242
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.234
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.230
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.226
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.215
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.210
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.202
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 0.194 [0.026 1.461] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:1.000
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.327
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.304
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.268
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.255
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.238
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.224
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.221
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.199
Maternal Lab History: FERRITIN-postPregnancy:0.194
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 76 | OR_unadj: 0.652 [0.348 1.221] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.365
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.355
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.332
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.330
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.302
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.289
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.282
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.280
Maternal Lab History: CREATININE-postPregnancy:-0.267
Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Lab:306617 OCCULT BLOOD TEST (FECAL):1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.441
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.279
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.268
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.249
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.244
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.212
Maternal Lab History: VLDL-postPregnancy:-0.200
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.190
Maternal Lab History: GLOBULIN-postPregnancy:-0.188
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:1.000
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.735
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.489
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.437
Maternal Lab History: TP VOLUME-postPregnancy:0.386
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.246
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.230
Maternal Lab History: URINE PROTEIN-postPregnancy:0.180
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.147
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.126
Maternal Procedure History:86703-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.587 [0.131 2.635] | indivs AUC:0.491
Correlated most with:
Maternal Procedure History:86703-postPregnancy:1.000
Maternal Procedure History:99401-postPregnancy:0.504
Maternal Procedure History:86703-otherPregnancy:0.421
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.269
Maternal Lab History: HCG-otherPregnancy:0.256
Maternal Procedure History:81000-postPregnancy:0.252
Maternal Lab History: NT MoM-otherPregnancy:0.251
Maternal Lab History: INHMOM-otherPregnancy:0.246
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.245
Maternal Procedure History:99401-otherPregnancy:0.242
Maternal Procedure History:97001-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.492
Correlated most with:
Maternal Procedure History:97001-postPregnancy:1.000
Maternal Procedure History:97110-postPregnancy:0.849
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.279
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.208
Maternal Procedure History:90656-postPregnancy:0.199
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.198
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.198
Diagnosis:9ccs55:Fluid/elc dx:0.174
Maternal Lab History: AST-postPregnancy:0.164
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.162
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.335
Maternal Lab History: eGFR-postPregnancy:0.244
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.188
Maternal Lab History: TP VOLUME-otherPregnancy:-0.158
Maternal Lab History: GAMMA GT-postPregnancy:-0.157
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.146
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.143
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.142
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.142
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.650 [0.249 1.700] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:1.000
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.273
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.259
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.246
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.232
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.229
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.219
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.216
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.201
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.199
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:1.000
Maternal Diagnosis:9ccs238:Complic proc:0.745
Maternal Diagnosis:9ccs106:Dysrhythmia:0.191
Maternal Diagnosis:9ccs163:Other GU dx:0.180
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.146
Maternal Diagnosis:9ccs46:Bnign ut neo:0.138
Maternal Diagnosis:9ccs60:Acut p-h anm:0.092
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.087
Diagnosis:9ccs123:Influenza:0.077
Maternal Diagnosis:9ccs181:Ot preg comp:0.067
Maternal Procedure History:J7302-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.507
Correlated most with:
Maternal Procedure History:J7302-postPregnancy:1.000
Maternal Lab History: UIBC-postPregnancy:0.443
Maternal Lab History: FREE T-4-postPregnancy:-0.155
Maternal Procedure History:58300-postPregnancy:0.148
Maternal Lab History: BASOPHIL-postPregnancy:0.130
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.126
Maternal Lab History: MONOS-postPregnancy:-0.120
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.102
Maternal Lab History: GLOBULIN-postPregnancy:-0.094
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.088
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:1.000
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.351
Maternal Lab History: COLONY COUNT-postPregnancy:0.269
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.187
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.185
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.173
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.169
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.160
Lab:297275 STREP RAPID TEST (POCT):0.156
Diagnosis:9ccs64:Ot hematl dx:0.154
Maternal Procedure History:96372-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.499
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:1.000
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.325
Diagnosis:9ccs141:Ot dx stomch:0.294
Maternal Procedure History:90471-otherPregnancy:0.256
Maternal Diagnosis:9ccs60:Acut p-h anm:0.213
Maternal Diagnosis:9ccs182:Hemorr preg:0.201
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.196
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.181
Diagnosis:9ccs219:Low birth wt:0.179
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.159
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.972 [0.902 9.793] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:1.000
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.260
Maternal Lab History: PATIENT-postPregnancy:0.255
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.243
Maternal Diagnosis:9ccs211:Ot conn tiss:0.224
Maternal Procedure History:97110-postPregnancy:-0.215
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.198
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.194
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.192
Maternal Lab History: A/G-otherPregnancy:0.181
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 0.942 [0.311 2.856] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:1.000
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.411
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.383
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.327
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.272
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.268
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.256
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.255
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.248
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.246
Maternal Lab History: GLOBULIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: GLOBULIN-otherPregnancy:1.000
Maternal Lab History: A/G-otherPregnancy:-0.780
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.606
Maternal Lab History: AST (SGOT)-otherPregnancy:0.327
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.293
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.249
Maternal Lab History: BILE ACIDS-otherPregnancy:0.229
Maternal Lab History: 1 HOUR-otherPregnancy:-0.223
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.211
Maternal Lab History: Alk Phos-postPregnancy:0.202
Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs223:Birth trauma:1.000
Newborn Diagnosis:9ccs223:Birth trauma:0.273
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.196
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.190
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.189
Maternal Diagnosis:9ccs188:Pelvic obstr:0.152
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.148
Diagnosis:9ccs89:Blindness:0.109
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.087
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.084
Maternal Diagnosis:9ccs159:UTI-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.527 [0.156 1.782] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:1.000
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.342
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.302
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.274
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.258
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.257
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.251
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.229
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.227
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.214
Maternal Lab History: HEMOGLOBIN F-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: HEMOGLOBIN F-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.770
Maternal Lab History: GFR in African American-otherPregnancy:0.623
Maternal Lab History: GFR Calculation-otherPregnancy:0.623
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.506
Maternal Procedure History:81025-otherPregnancy:0.470
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.397
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.395
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.348
Maternal Diagnosis:9ccs6:Hepatitis:0.323
Maternal Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs211:Ot conn tiss:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.237
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.224
Maternal Procedure History:90656-postPregnancy:0.211
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.198
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.178
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.170
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.166
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.155
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.151
Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.499
Correlated most with:
Newborn Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs213:Cardiac anom:0.441
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.235
Diagnosis:9ccs96:Hrt valve dx:0.208
Maternal Procedure History:96372-postPregnancy:0.156
Newborn Diagnosis:9ccs96:Hrt valve dx:0.156
Maternal Lab History: FREE T-4-otherPregnancy:-0.137
Diagnosis:9ccs55:Fluid/elc dx:0.136
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.126
Maternal Lab History: FREE T3-postPregnancy:-0.117
Maternal Lab History: GLUCOSE POCT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GLUCOSE POCT-postPregnancy:1.000
Maternal Lab History: TP VOLUME-postPregnancy:-0.198
Maternal Diagnosis:9ccs0:No DX:-0.173
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.165
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.163
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.158
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.153
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.135
Maternal Lab History: eGFR-postPregnancy:-0.130
Maternal Lab History: O2 SATURATION-postPregnancy:-0.121
Maternal Lab History: 1 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 3.556 [0.715 17.690] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:1.000
Maternal Lab History: 2 HOUR-postPregnancy:0.636
Maternal Lab History: 2 HOUR-otherPregnancy:0.337
Maternal Procedure History:93005-otherPregnancy:0.319
Maternal Lab History: GLUCOSE-postPregnancy:-0.265
Maternal Procedure History:93005-postPregnancy:0.252
Maternal Lab History: 1 HOUR-otherPregnancy:0.236
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.228
Maternal Lab History: AST (SGOT)-postPregnancy:-0.222
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.201
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:1.000
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.235
Maternal Procedure History:90471-postPregnancy:0.231
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.227
Maternal Lab History: BASE DEFICIT-postPregnancy:0.223
Maternal Lab History: BICARBONATE-postPregnancy:-0.220
Maternal Lab History: AFP-otherPregnancy:0.205
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.194
Maternal Procedure History:85018-postPregnancy:0.183
Maternal Procedure History:87880-postPregnancy:0.169
Maternal Lab History: INR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: INR-otherPregnancy:1.000
Maternal Lab History: PT-otherPregnancy:0.707
Maternal Lab History: PTT-otherPregnancy:0.446
Maternal Lab History: GAMMA GT-otherPregnancy:0.334
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.278
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.244
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.231
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.209
Diagnosis:9ccs147:Anal/rectal:0.183
Maternal Lab History: AST-otherPregnancy:0.172
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:1.000
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.289
Maternal Procedure History:59430-postPregnancy:0.257
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.193
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.184
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.152
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.151
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.145
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.139
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.139
Maternal Lab History: TP VOLUME-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: TP VOLUME-postPregnancy:1.000
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.849
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.386
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.275
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.270
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.198
Maternal Lab History: GLUCOSE-postPregnancy:-0.187
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.162
Maternal Lab History: VLDL-postPregnancy:-0.151
Maternal Lab History: ESTRIOL-postPregnancy:-0.143
Maternal Lab History: FERRITIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: FERRITIN-postPregnancy:1.000
Maternal Lab History: AST (SGOT)-otherPregnancy:0.364
Maternal Lab History: BILE ACIDS-otherPregnancy:0.327
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.243
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.220
Maternal Procedure History:81025-otherPregnancy:0.215
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.204
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.194
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.193
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.180
Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2:Septicemia:1.000
Maternal Lab History: LIPASE-postPregnancy:-0.293
Maternal Lab History: FREE T-4-otherPregnancy:0.293
Maternal Lab History: AMYLASE-postPregnancy:-0.279
Maternal Lab History: LDL-otherPregnancy:-0.262
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.240
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.168
Diagnosis:9ccs246:FUO:0.166
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.161
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.148
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.883 [0.248 3.146] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:1.000
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.253
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.230
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.226
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.223
Maternal Lab History: APTT-postPregnancy:0.208
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.193
Maternal Procedure History:90801-postPregnancy:-0.189
Maternal Procedure History:93005-otherPregnancy:0.186
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.180
Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:1.000
Diagnosis:9ccs95:Oth nerv dx:0.156
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.143
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.133
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.121
Maternal Lab History: APTT-postPregnancy:0.116
Diagnosis:9ccs83:Epilepsy/cnv:0.115
Diagnosis:9ccs59:Anemia:0.108
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.103
Diagnosis:9ccs62:Coag/hemr dx:0.097
Maternal Lab History: BAND NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:1.000
Maternal Lab History: MONOCYTE-postPregnancy:-0.238
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.223
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.223
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.212
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.169
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.165
Newborn Diagnosis:9ccs191:Amnios dx:0.156
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.156
Maternal Lab History: RUBELLA-postPregnancy:0.153
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.314
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.302
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.288
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.276
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.270
Maternal Lab History: POLYS-otherPregnancy:-0.245
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.232
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.198
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.187
Maternal Lab History: GFR Calculation-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:1.000
Maternal Lab History: GFR in African American-postPregnancy:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.407
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.393
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.381
Maternal Lab History: HCG-otherPregnancy:-0.321
Maternal Lab History: NT MoM-otherPregnancy:-0.314
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.309
Maternal Lab History: INHMOM-otherPregnancy:-0.309
Maternal Lab History: APF MoM-otherPregnancy:-0.304
Maternal Lab History: PTT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: PTT-otherPregnancy:1.000
Maternal Lab History: INR-otherPregnancy:0.446
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.293
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.257
Maternal Lab History: GAMMA GT-otherPregnancy:-0.245
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.244
Maternal Lab History: AST-otherPregnancy:-0.228
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.223
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.220
Maternal Lab History: LDH-otherPregnancy:-0.208
Maternal Procedure History:93005-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:93005-postPregnancy:1.000
Maternal Procedure History:93005-otherPregnancy:0.407
Maternal Lab History: 2 HOUR-postPregnancy:0.309
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.254
Maternal Lab History: 3 HOUR-postPregnancy:-0.253
Maternal Lab History: 1 HOUR-postPregnancy:0.252
Maternal Lab History: 2 HOUR-otherPregnancy:0.245
Maternal Lab History: GFR Calculation-postPregnancy:0.238
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.238
Maternal Lab History: GFR in African American-postPregnancy:0.238
Maternal Lab History: BASE DEFICIT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: BASE DEFICIT-postPregnancy:1.000
Maternal Lab History: BICARBONATE-postPregnancy:-0.904
Maternal Lab History: PO2-postPregnancy:0.381
Maternal Lab History: O2 SATURATION-postPregnancy:0.347
Maternal Procedure History:85018-postPregnancy:0.306
Maternal Procedure History:87880-postPregnancy:0.263
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.223
Maternal Procedure History:90471-postPregnancy:0.214
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.197
Maternal Lab History: FREE T-4-postPregnancy:0.176
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.815 [0.231 2.873] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:1.000
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.302
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.279
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.200
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.184
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.184
Newborn Diagnosis:9ccs95:Oth nerv dx:0.171
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.171
Maternal Procedure History:59430-postPregnancy:0.170
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.146
Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:1.000
Newborn Diagnosis:9ccs217:Ot cong anom:0.240
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.198
Maternal Lab History: MONOCYTE-postPregnancy:-0.166
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.156
Diagnosis:9ccs211:Ot conn tiss:0.095
Diagnosis:9ccs117:Ot circul dx:0.095
Diagnosis:9ccs83:Epilepsy/cnv:0.090
Maternal Diagnosis:9ccs59:Anemia:0.088
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.082
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:1.000
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.308
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.282
Maternal Lab History: TEST NAME-postPregnancy:0.276
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.267
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.259
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.243
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.209
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.199
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.196
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:1.000
Maternal Lab History: URINE CULTURE-postPregnancy:0.292
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.193
Maternal Lab History: FREE T-4-postPregnancy:-0.164
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.154
Maternal Lab History: ESTRIOL-postPregnancy:0.150
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.147
Maternal Lab History: POTASSIUM-postPregnancy:-0.144
Maternal Lab History: GAMMA GT-postPregnancy:0.142
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.138
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.921 [0.372 2.279] | indivs AUC:0.485
Correlated most with:
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:1.000
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.246
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.245
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.241
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.236
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.228
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.224
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.216
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.214
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.211
Maternal Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs0:No DX:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.173
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.127
Maternal Diagnosis:9ccs196:Nml preg/del:-0.119
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.111
Maternal Procedure History:J7300-postPregnancy:-0.109
Maternal Lab History: EOSINOPHIL-postPregnancy:0.106
Maternal Lab History: AFP-postPregnancy:0.103
Maternal Lab History: RUBELLA-postPregnancy:0.089
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.086
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.982 [0.362 2.662] | indivs AUC:0.485
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.306
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.246
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.207
Maternal Lab History: UIBC-postPregnancy:-0.204
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.202
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.199
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.199
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.196
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.193
Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.144
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.144
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.125
Maternal Lab History: AFP-otherPregnancy:0.106
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.104
Maternal Lab History: WEIGHT-postPregnancy:0.097
Maternal Procedure History:86703-postPregnancy:0.097
Diagnosis:9ccs2603:E Codes: Fall:-0.093
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.092
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.091
Maternal Lab History: URIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: URIC ACID-postPregnancy:1.000
Maternal Lab History: LDH-postPregnancy:0.404
Maternal Lab History: MAGNESIUM-postPregnancy:0.340
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.205
Maternal Lab History: LDL-postPregnancy:-0.197
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.196
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.192
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.191
Maternal Lab History: ALBUMIN-postPregnancy:-0.182
Maternal Lab History: INR-postPregnancy:-0.177
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.348
Maternal Lab History: A/G-otherPregnancy:0.309
Maternal Lab History: GLOBULIN-otherPregnancy:-0.293
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.289
Maternal Lab History: GFR in African American-otherPregnancy:0.248
Maternal Lab History: GFR Calculation-otherPregnancy:0.248
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.218
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.214
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.200
Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.157
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.145
Diagnosis:9ccs76:Meningitis:0.097
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.095
Maternal Lab History: FREE T-4-postPregnancy:-0.072
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.065
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.060
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.058
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.057
Maternal Diagnosis:9ccs59:Anemia:0.054
Maternal Procedure History:87880-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.494
Correlated most with:
Maternal Procedure History:87880-postPregnancy:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.317
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.296
Maternal Lab History: GLOBULIN-postPregnancy:0.264
Maternal Lab History: BASE DEFICIT-postPregnancy:0.263
Maternal Lab History: BICARBONATE-postPregnancy:-0.260
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.255
Maternal Lab History: A/G-postPregnancy:-0.245
Maternal Procedure History:85018-postPregnancy:0.239
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.228
Maternal Lab History: GFR in African American-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:1.000
Maternal Lab History: GFR Calculation-postPregnancy:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.408
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.393
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.382
Maternal Lab History: HCG-otherPregnancy:-0.321
Maternal Lab History: NT MoM-otherPregnancy:-0.315
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.309
Maternal Lab History: INHMOM-otherPregnancy:-0.309
Maternal Lab History: APF MoM-otherPregnancy:-0.304
Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:0.164
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.105
Diagnosis:9ccs234:Crush injury:-0.098
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.084
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.083
Maternal Lab History: A/G-postPregnancy:-0.080
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.080
Diagnosis:9ccs48:Thyroid dsor:-0.074
Maternal Diagnosis:9ccs49:DiabMel no c:0.070
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.069
Maternal Procedure History:85018-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:85018-postPregnancy:1.000
Maternal Lab History: BICARBONATE-postPregnancy:-0.339
Maternal Procedure History:76830-postPregnancy:0.337
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.323
Maternal Lab History: BASE DEFICIT-postPregnancy:0.306
Maternal Procedure History:87880-postPregnancy:0.239
Maternal Lab History: O2 SATURATION-postPregnancy:-0.184
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.183
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.171
Maternal Lab History: FASTING-postPregnancy:-0.162
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:1.000
Maternal Procedure History:97001-postPregnancy:0.279
Maternal Lab History: MONOS-otherPregnancy:0.207
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.198
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.184
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.171
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.163
Maternal Procedure History:97110-postPregnancy:0.162
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.146
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.138
Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:-0.143
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.094
Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.071
Maternal Diagnosis:9ccs49:DiabMel no c:-0.061
Diagnosis:9ccs128:Asthma:0.059
Diagnosis:9ccs10:Immuniz/scrn:0.055
Diagnosis:9ccs198:Ot infl skin:0.055
Maternal Diagnosis:9ccs189:Prev c-sectn:0.053
Newborn Diagnosis:9ccs259:Unclassified:-0.049
Diagnosis:9ccs7:Viral infect:0.046
Maternal Procedure History:90772-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.508
Correlated most with:
Maternal Procedure History:90772-postPregnancy:1.000
Maternal Procedure History:J1055-postPregnancy:0.651
Maternal Lab History: PATIENT-postPregnancy:0.176
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.153
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.139
Maternal Lab History: Immunoglobulin E-postPregnancy:0.120
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.117
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.117
Maternal Procedure History:90746-postPregnancy:0.108
Maternal Lab History: INR-postPregnancy:0.107
Maternal Lab History: HERPES II IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HERPES II IgG-postPregnancy:1.000
Maternal Lab History: HERPES I IgG-postPregnancy:0.592
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.581
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.248
Maternal Lab History: MONOS-postPregnancy:0.171
Newborn Diagnosis:9ccs221:Resp distres:0.168
Maternal Lab History: BASOPHIL-postPregnancy:0.155
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.131
Maternal Diagnosis:9ccs187:Malposition:0.123
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.109
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.706
Maternal Lab History: MAGNESIUM-postPregnancy:0.249
Maternal Lab History: LDL-postPregnancy:0.241
Maternal Diagnosis:9ccs211:Ot conn tiss:-0.237
Maternal Procedure History:81025-postPregnancy:-0.196
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.191
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.190
Maternal Lab History: CHOLESTEROL-postPregnancy:0.180
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.179
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 2.665 [0.594 11.959] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:1.000
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.276
Maternal Lab History: FREE T3-postPregnancy:-0.155
Maternal Lab History: CHLORIDE-otherPregnancy:-0.152
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.132
Maternal Lab History: URINE KETONES-otherPregnancy:-0.131
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.129
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.118
Maternal Lab History: POTASSIUM-otherPregnancy:0.112
Maternal Lab History: FIBRINOGEN-postPregnancy:0.110
Maternal Lab History: MONOCYTE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: MONOCYTE-otherPregnancy:1.000
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.697
Maternal Lab History: BASOPHIL-otherPregnancy:0.294
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.288
Maternal Lab History: ESTRIOL-otherPregnancy:0.275
Maternal Lab History: FERRITIN-otherPregnancy:0.267
Diagnosis:9ccs240:Burns:0.167
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.162
Maternal Lab History: RDW-otherPregnancy:0.162
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.145
Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs55:Fluid/elc dx:1.000
Maternal Procedure History:97110-postPregnancy:0.194
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.180
Maternal Procedure History:97001-postPregnancy:0.174
Maternal Procedure History:96372-postPregnancy:0.168
Maternal Lab History: URINE CULTURE-postPregnancy:0.140
Newborn Diagnosis:9ccs213:Cardiac anom:0.136
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.132
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.126
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.116
Maternal Lab History: FIBRINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: FIBRINOGEN-postPregnancy:1.000
Maternal Lab History: FREE T3-postPregnancy:-0.270
Maternal Lab History: URINE PROTEIN-postPregnancy:0.215
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.171
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.166
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.163
Maternal Lab History: eGFR-postPregnancy:-0.152
Maternal Lab History: SODIUM-postPregnancy:-0.149
Maternal Lab History: BICARBONATE-postPregnancy:0.149
Maternal Lab History: FREE T-4-postPregnancy:-0.142
Maternal Lab History: NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: NEUTROPHIL-postPregnancy:1.000
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.487
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.257
Maternal Lab History: MONOCYTE-postPregnancy:0.253
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.223
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.169
Maternal Lab History: MONOCYTE-otherPregnancy:-0.162
Maternal Lab History: WBC-otherPregnancy:0.162
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.131
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.130
Maternal Lab History: HEMOGLOBIN A-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.770
Maternal Lab History: GFR in African American-otherPregnancy:-0.390
Maternal Lab History: GFR Calculation-otherPregnancy:-0.390
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.382
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.336
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.317
Maternal Procedure History:81025-otherPregnancy:-0.305
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.249
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.218
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:1.000
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.264
Maternal Procedure History:59430-postPregnancy:0.240
Maternal Lab History: IRON-postPregnancy:-0.227
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.218
Maternal Lab History: FERRITIN-otherPregnancy:-0.215
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.188
Maternal Lab History: APF MoM-otherPregnancy:-0.185
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.171
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.169
Maternal Lab History: URINE CULTURE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: URINE CULTURE-otherPregnancy:1.000
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.482
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.200
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.196
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.173
Maternal Lab History: IRON-postPregnancy:0.172
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.165
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.147
Maternal Lab History: APF MoM-otherPregnancy:0.140
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.138
Maternal Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.180 [0.237 5.868] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:1.000
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.264
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.239
Maternal Lab History: AST (SGOT)-postPregnancy:0.217
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.180
Maternal Procedure History:87880-postPregnancy:0.158
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.155
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.141
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.130
Maternal Diagnosis:9ccs6:Hepatitis:0.130
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.010 [0.209 4.884] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:1.000
Maternal Procedure History:93005-otherPregnancy:-0.221
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.207
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.197
Maternal Lab History: 2 HOUR-otherPregnancy:-0.190
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.178
Maternal Lab History: AST (SGOT)-postPregnancy:0.176
Maternal Lab History: RUBELLA-otherPregnancy:-0.169
Maternal Lab History: VLDL-postPregnancy:0.159
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.153
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.977 [0.659 5.935] | indivs AUC:0.513
Correlated most with:
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:1.000
Maternal Lab History: GAMMA GT-postPregnancy:0.418
Maternal Lab History: ALT-postPregnancy:0.289
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.258
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.248
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.232
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.230
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.203
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.200
Maternal Lab History: AST-postPregnancy:0.198
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:1.000
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.500
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.196
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.195
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.179
Maternal Lab History: URINE KETONES-otherPregnancy:0.168
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.157
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.154
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.149
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.143
Maternal Procedure History:97110-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.492
Correlated most with:
Maternal Procedure History:97110-postPregnancy:1.000
Maternal Procedure History:97001-postPregnancy:0.849
Maternal Procedure History:97014-postPregnancy:0.373
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.233
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.215
Maternal Procedure History:90656-postPregnancy:0.202
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.200
Diagnosis:9ccs55:Fluid/elc dx:0.194
Maternal Lab History: A/G-otherPregnancy:-0.186
Maternal Lab History: AST-postPregnancy:0.178
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:1.000
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.212
Newborn Diagnosis:9ccs215:gu cong anom:0.128
Diagnosis:9ccs215:gu cong anom:0.099
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.096
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:-0.095
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.093
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.093
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.093
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.089
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.441 [0.055 3.534] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:1.000
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.649
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.500
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.452
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.326
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.269
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.254
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.251
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.246
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.243
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:1.000
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.253
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.241
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.229
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.224
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.215
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.207
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.202
Maternal Lab History: BASE DEFICIT-postPregnancy:0.197
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.196
Maternal Lab History: ABSOLUTE EOS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-postPregnancy:1.000
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.407
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.363
Maternal Lab History: GFR in African American-otherPregnancy:-0.353
Maternal Lab History: GFR Calculation-otherPregnancy:-0.352
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.332
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.329
Maternal Lab History: GFR Calculation-postPregnancy:-0.309
Maternal Lab History: GFR in African American-postPregnancy:-0.309
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.280
Maternal Lab History: URINE PROT. RANDOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:1.000
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.735
Maternal Lab History: AFP-otherPregnancy:0.312
Maternal Lab History: ESTRIOL-otherPregnancy:0.248
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.245
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.227
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.226
Maternal Lab History: URINE PROTEIN-postPregnancy:0.214
Maternal Lab History: AFP-postPregnancy:0.182
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.170
Maternal Lab History: MAGNESIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: MAGNESIUM-postPregnancy:1.000
Maternal Lab History: URIC ACID-postPregnancy:0.340
Maternal Lab History: Alk Phos-postPregnancy:0.335
Maternal Lab History: LDH-postPregnancy:0.333
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.297
Maternal Lab History: ALBUMIN-postPregnancy:-0.290
Maternal Lab History: CALCIUM-postPregnancy:-0.274
Maternal Lab History: TEST NAME-postPregnancy:-0.272
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.249
Maternal Lab History: FREE T3-postPregnancy:0.227
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.270 [0.035 2.072] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:1.000
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.354
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.236
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.236
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.235
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.195
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.184
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.184
Maternal Procedure History:S9470-otherPregnancy:0.176
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.173
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:1.000
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.255
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.246
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.207
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.200
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.183
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.172
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.164
Maternal Diagnosis:9ccs211:Ot conn tiss:0.151
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.151
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:1.000
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.400
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.274
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.270
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.255
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.235
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.234
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.204
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.200
Maternal Lab History: GFR Calculation-otherPregnancy:0.197
Maternal Lab History: CMV AB (IGG)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CMV AB (IGG)-postPregnancy:1.000
Maternal Lab History: CMV AB (IGM)-postPregnancy:0.535
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.289
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.217
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.212
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.210
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.205
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.205
Maternal Procedure History:90471-otherPregnancy:0.202
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.200
Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.502
Correlated most with:
Maternal Procedure History:93005-otherPregnancy:-0.194
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.182
Maternal Lab History: WEIGHT-otherPregnancy:-0.167
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.159
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.146
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.140
Diagnosis:9ccs216:Nerv cong an:0.125
Maternal Lab History: 2 HOUR-otherPregnancy:-0.117
Diagnosis:9ccs48:Thyroid dsor:0.116
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.111
Newborn Diagnosis:9ccs218:Liveborn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1748 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs218:Liveborn:1.000
Newborn Diagnosis:9ccs0:No DX:-0.157
Newborn Diagnosis:9ccs221:Resp distres:-0.157
Maternal Diagnosis:9ccs168:PID:-0.129
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.111
Newborn Diagnosis:9ccs94:Other ear dx:0.110
Diagnosis:9ccs89:Blindness:-0.103
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.099
Diagnosis:9ccs136:Teeth dx:-0.094
Maternal Diagnosis:9ccs49:DiabMel no c:-0.081
Maternal Lab History: HERPES I IgG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HERPES I IgG-postPregnancy:1.000
Maternal Lab History: HERPES II IgG-postPregnancy:0.592
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.353
Maternal Lab History: APTT-postPregnancy:0.299
Maternal Lab History: PATIENT-postPregnancy:0.206
Maternal Lab History: eGFR-postPregnancy:-0.166
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.157
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.138
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.132
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.115
Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.506
Correlated most with:
Maternal Procedure History:93005-otherPregnancy:0.210
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.208
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.196
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.138
Diagnosis:9ccs216:Nerv cong an:-0.134
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.133
Maternal Lab History: 2 HOUR-otherPregnancy:0.126
Maternal Lab History: WEIGHT-otherPregnancy:0.110
Maternal Diagnosis:9ccs168:PID:-0.108
Diagnosis:9ccs234:Crush injury:0.092
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.670 [0.229 1.964] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.437
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.400
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.345
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.302
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.287
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.286
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.286
Maternal Lab History: 1 HOUR-otherPregnancy:0.280
Maternal Lab History: CREATININE-otherPregnancy:-0.267
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.962
Maternal Lab History: ALT-otherPregnancy:0.415
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.398
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.352
Maternal Lab History: TP VOLUME-otherPregnancy:-0.338
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.282
Maternal Lab History: TP PERIOD-otherPregnancy:-0.197
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.191
Diagnosis:9ccs161:Ot dx kidney:0.148
Maternal Lab History: UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: UREA NITROGEN-otherPregnancy:1.000
Maternal Lab History: GLOBULIN-otherPregnancy:-0.606
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.472
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.433
Maternal Lab History: 1 HOUR-otherPregnancy:0.413
Maternal Lab History: A/G-otherPregnancy:0.374
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.322
Maternal Lab History: 2 HOUR-otherPregnancy:0.287
Maternal Lab History: PH-otherPregnancy:-0.250
Maternal Lab History: PAPP-A-otherPregnancy:0.235
Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs75:Hx mental dx:1.000
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.138
Maternal Lab History: ALT-otherPregnancy:0.132
Diagnosis:9ccs113:Late eff CVD:0.127
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.115
Maternal Procedure History:96372-postPregnancy:0.111
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.090
Maternal Procedure History:97110-postPregnancy:-0.089
Maternal Procedure History:76830-postPregnancy:0.085
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.081
Maternal Lab History: 3 HOUR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: 3 HOUR-otherPregnancy:1.000
Maternal Lab History: 3 HOUR-postPregnancy:0.514
Maternal Lab History: GLUCOSE-otherPregnancy:0.308
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.249
Maternal Lab History: 2 HOUR-otherPregnancy:0.248
Maternal Lab History: AST (SGOT)-postPregnancy:-0.232
Maternal Lab History: APF MoM-postPregnancy:0.220
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.219
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.216
Maternal Lab History: GLUCOSE-postPregnancy:-0.213
Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs212:Ot bone dx:1.000
Diagnosis:9ccs209:Ot acq defor:0.182
Maternal Diagnosis:9ccs182:Hemorr preg:0.092
Diagnosis:9ccs0:No DX:0.085
Diagnosis:9ccs89:Blindness:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Diagnosis:9ccs47:Ot bnign neo:0.064
Maternal Diagnosis:9ccs49:DiabMel no c:0.059
Diagnosis:9ccs96:Hrt valve dx:0.058
Diagnosis:9ccs58:Ot nutrit dx:0.057
Maternal Lab History: PT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: PT-otherPregnancy:1.000
Maternal Lab History: INR-otherPregnancy:0.707
Maternal Lab History: GAMMA GT-otherPregnancy:0.442
Maternal Lab History: AST-otherPregnancy:0.331
Maternal Lab History: CALCIUM-otherPregnancy:-0.230
Maternal Lab History: PH-otherPregnancy:0.213
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.206
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.187
Maternal Lab History: AFP-postPregnancy:0.168
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.158
Maternal Lab History: AMYLASE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: AMYLASE-postPregnancy:1.000
Maternal Lab History: LIPASE-postPregnancy:0.845
Maternal Lab History: URINE KETONES-postPregnancy:-0.326
Maternal Lab History: CMV AB (IGM)-postPregnancy:0.300
Diagnosis:9ccs2:Septicemia:-0.279
Maternal Diagnosis:9ccs196:Nml preg/del:0.223
Maternal Lab History: GAMMA GT-postPregnancy:0.222
Maternal Lab History: MCH-otherPregnancy:-0.172
Maternal Lab History: IRON-postPregnancy:-0.153
Maternal Lab History: MCV-otherPregnancy:-0.151
Maternal Lab History: ABSOLUTE MONO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: ABSOLUTE MONO-postPregnancy:1.000
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.655
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.649
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.470
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.256
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.239
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.227
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.205
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.194
Maternal Lab History: GFR Calculation-postPregnancy:-0.174
Maternal Diagnosis:9ccs98:HTN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs98:HTN-postPregnancy:1.000
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.713
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.533
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.505
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.300
Maternal Procedure History:93005-otherPregnancy:0.272
Maternal Lab History: TP VOLUME-postPregnancy:0.270
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.264
Maternal Procedure History:59430-postPregnancy:0.257
Maternal Lab History: 2 HOUR-postPregnancy:0.206
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.807
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.635
Maternal Lab History: LDL-otherPregnancy:0.449
Maternal Lab History: TP VOLUME-otherPregnancy:0.417
Maternal Lab History: WEIGHT-otherPregnancy:0.301
Maternal Lab History: FREE T-4-otherPregnancy:-0.289
Maternal Lab History: 2 HOUR-otherPregnancy:-0.253
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.222
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.213
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.380
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.344
Maternal Lab History: AST (SGOT)-postPregnancy:0.294
Maternal Lab History: AST-otherPregnancy:0.275
Maternal Lab History: ALT-otherPregnancy:0.254
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.228
Maternal Procedure History:87880-postPregnancy:0.228
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.214
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.211
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.314
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.236
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.232
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.227
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.215
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.198
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.186
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.180
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.178
Maternal Diagnosis:9ccs127:COPD-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs127:COPD-postPregnancy:1.000
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.229
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.203
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.199
Maternal Lab History: BETA HCG FREE-postPregnancy:0.189
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.182
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.180
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.176
Maternal Diagnosis:9ccs211:Ot conn tiss:0.166
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.151
Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.504
Correlated most with:
Lab:294205 TSH REFLEX TO FT4 - LMC:1.000
Lab:294147 FREE T4 - LMC:-0.386
Maternal Lab History: 2 HOUR-postPregnancy:-0.188
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167
Maternal Diagnosis:9ccs61:Sickle cell:0.126
Maternal Lab History: WEIGHT-postPregnancy:0.096
Maternal Diagnosis:9ccs49:DiabMel no c:0.092
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.091
Diagnosis:9ccs165:Inf male gen:0.089
Diagnosis:9ccs223:Birth trauma:-0.087
Maternal Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs163:Other GU dx:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.250
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.180
Maternal Diagnosis:9ccs238:Complic proc:0.132
Diagnosis:9ccs243:Poisn nonmed:0.119
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.114
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.099
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.098
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.094
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.086
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.848 [0.761 10.659] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:1.000
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.442
Maternal Procedure History:85018-postPregnancy:0.323
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.245
Maternal Procedure History:76830-postPregnancy:0.233
Maternal Lab History: O2 SATURATION-postPregnancy:-0.183
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.176
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.162
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.139
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.132
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.962
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.414
Maternal Lab History: ALT-otherPregnancy:0.411
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.397
Maternal Lab History: TP VOLUME-otherPregnancy:-0.388
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.324
Maternal Lab History: TP PERIOD-otherPregnancy:-0.248
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.170
Maternal Lab History: WEIGHT-otherPregnancy:-0.163
Maternal Lab History: 1 HOUR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: 1 HOUR-otherPregnancy:1.000
Maternal Lab History: 2 HOUR-otherPregnancy:0.521
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.432
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.413
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.386
Maternal Procedure History:81025-otherPregnancy:-0.330
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.328
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.307
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.280
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.269
Maternal Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs159:UTI:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.194
Newborn Diagnosis:9ccs219:Low birth wt:0.167
Diagnosis:9ccs219:Low birth wt:0.158
Maternal Diagnosis:9ccs149:Biliary dx:0.131
Maternal Diagnosis:9ccs184:Early labor:0.117
Maternal Diagnosis:9ccs106:Dysrhythmia:0.092
Diagnosis:9ccs153:GI hemorrhag:0.092
Maternal Diagnosis:9ccs181:Ot preg comp:0.091
Newborn Diagnosis:9ccs256:Exam/eval:0.079
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:1.000
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.960
Maternal Lab History: GFR in African American-postPregnancy:0.408
Maternal Lab History: GFR Calculation-postPregnancy:0.407
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.332
Maternal Lab History: FREE T3-postPregnancy:0.285
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.276
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.260
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.259
Maternal Lab History: GLUCOSE-postPregnancy:0.252
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:1.000
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.461
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.279
Maternal Procedure History:45300-postPregnancy:-0.277
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.172
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.164
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.162
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.137
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.130
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.126
Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:0.107
Maternal Diagnosis:9ccs128:Asthma:-0.097
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.080
Diagnosis:9ccs122:Pneumonia:0.064
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.062
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.062
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.061
Newborn Diagnosis:9ccs94:Other ear dx:0.057
Newborn Diagnosis:9ccs224:Ot perint dx:0.052
Diagnosis:9ccs127:COPD:-0.052
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:1.000
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.713
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.533
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.505
Maternal Lab History: MONOCYTE-otherPregnancy:0.288
Maternal Procedure History:93005-otherPregnancy:0.272
Maternal Procedure History:59430-postPregnancy:0.257
Maternal Lab History: 2 HOUR-postPregnancy:0.206
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.198
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.181
Maternal Procedure History:90801-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Procedure History:90801-postPregnancy:1.000
Maternal Lab History: UIBC-postPregnancy:-0.423
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.323
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.305
Diagnosis:9ccs242:Poisn ot med:0.290
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.290
Maternal Procedure History:93005-postPregnancy:-0.235
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.232
Maternal Lab History: VITAMIN B-12-postPregnancy:0.224
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.192
Maternal Lab History: NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: NEUTROPHIL-otherPregnancy:1.000
Maternal Lab History: NEUTROPHIL-postPregnancy:0.487
Maternal Lab History: URINE CULTURE-otherPregnancy:-0.482
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.271
Maternal Lab History: WBC-otherPregnancy:0.234
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.204
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.175
Maternal Lab History: MONOCYTE-postPregnancy:-0.168
Maternal Lab History: POLYS-postPregnancy:0.144
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.140
Maternal Lab History: CREATININE CLEARANCE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:1.000
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.489
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.348
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.339
Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.289
Maternal Lab History: TP VOLUME-postPregnancy:0.275
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.226
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.194
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.176
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.171
Maternal Procedure History:45300-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.506
Correlated most with:
Maternal Procedure History:45300-postPregnancy:1.000
Newborn Diagnosis:9ccs95:Oth nerv dx:0.388
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.299
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.277
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.275
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.157
Maternal Diagnosis:9ccs59:Anemia:0.122
Diagnosis:9ccs234:Crush injury:0.106
Maternal Lab History: AST-postPregnancy:-0.093
Diagnosis:9ccs94:Other ear dx:0.089
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:1.000
Maternal Lab History: TEST NAME-postPregnancy:-0.396
Maternal Lab History: VITAMIN B-12-postPregnancy:0.367
Maternal Lab History: PATIENT-postPregnancy:-0.266
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.219
Maternal Lab History: UIBC-postPregnancy:-0.216
Maternal Procedure History:90471-postPregnancy:0.210
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.209
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.199
Maternal Lab History: Immunoglobulin E-postPregnancy:-0.182
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.782 [0.714 4.448] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:1.000
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.363
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.261
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.242
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.225
Maternal Procedure History:81000-otherPregnancy:0.218
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.213
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.209
Maternal Lab History: LDL-otherPregnancy:0.209
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.196
Maternal Lab History: A/G-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: A/G-otherPregnancy:1.000
Maternal Lab History: GLOBULIN-otherPregnancy:-0.780
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.546
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.409
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.383
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.374
Maternal Procedure History:81025-otherPregnancy:-0.318
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.309
Maternal Lab History: GFR Calculation-otherPregnancy:-0.297
Maternal Lab History: GFR in African American-otherPregnancy:-0.297
Maternal Lab History: ABSOLUTE BASO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: ABSOLUTE BASO-postPregnancy:1.000
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.490
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.472
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.407
Maternal Lab History: 1 HOUR-otherPregnancy:0.386
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.358
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.329
Maternal Lab History: AST (SGOT)-postPregnancy:0.327
Maternal Lab History: 2 HOUR-otherPregnancy:0.299
Maternal Lab History: PAPP-A-otherPregnancy:0.290
Maternal Lab History: COLONY COUNT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: COLONY COUNT-postPregnancy:1.000
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.417
Maternal Diagnosis:9ccs7:Viral infect:0.330
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.269
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.227
Diagnosis:9ccs64:Ot hematl dx:0.214
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.209
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.206
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.197
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.174
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.276
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.272
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.254
Maternal Lab History: POLYS-otherPregnancy:0.227
Maternal Lab History: MONOS-otherPregnancy:-0.224
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.222
Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.205
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.197
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.191
Maternal Lab History: ABSOLUTE BASO-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.471
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.331
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.326
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.308
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.294
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.276
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.266
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.260
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.245
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:1.000
Maternal Procedure History:90656-postPregnancy:0.317
Maternal Lab History: APTT-postPregnancy:-0.274
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.231
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.219
Maternal Procedure History:93005-postPregnancy:0.215
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.205
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.196
Maternal Lab History: PATIENT-postPregnancy:-0.189
Maternal Procedure History:90471-postPregnancy:0.173
Maternal Lab History: GFR in African American-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: GFR in African American-otherPregnancy:1.000
Maternal Lab History: GFR Calculation-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.623
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.448
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.421
Maternal Procedure History:81025-otherPregnancy:0.392
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.390
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.353
Maternal Lab History: A/G-otherPregnancy:-0.297
Maternal Lab History: GLUCOSE-otherPregnancy:-0.278
Maternal Lab History: eGFR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: eGFR-postPregnancy:1.000
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.244
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.213
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.199
Maternal Lab History: WEIGHT-otherPregnancy:-0.177
Maternal Lab History: HERPES I IgG-postPregnancy:-0.166
Maternal Lab History: ESTRIOL-postPregnancy:-0.163
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.152
Maternal Lab History: URINE PH-otherPregnancy:0.146
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.140
Maternal Lab History: GAMMA GT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: GAMMA GT-otherPregnancy:1.000
Maternal Lab History: LDH-otherPregnancy:0.598
Maternal Lab History: PT-otherPregnancy:0.442
Maternal Lab History: INR-otherPregnancy:0.334
Maternal Lab History: eGFR-otherPregnancy:0.262
Maternal Lab History: AST-otherPregnancy:0.249
Maternal Lab History: PTT-otherPregnancy:-0.245
Maternal Lab History: POTASSIUM-otherPregnancy:0.199
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.183
Maternal Lab History: WBC-otherPregnancy:0.165
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:1.000
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.655
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.316
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.275
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.272
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.264
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.259
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.251
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.250
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.250
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.500
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.471
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.470
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.398
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.355
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.294
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.281
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.275
Maternal Lab History: ANION GAP-otherPregnancy:-0.258
Maternal Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs6:Hepatitis:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.323
Maternal Lab History: GFR in African American-otherPregnancy:0.277
Maternal Lab History: GFR Calculation-otherPregnancy:0.277
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.225
Maternal Procedure History:81025-otherPregnancy:0.204
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.202
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.176
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.151
Maternal Diagnosis:9ccs5:HIV infectn:0.130
Maternal Lab History: TOXOPLASMA IGG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:1.000
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.275
Maternal Lab History: HERPES II IgG-postPregnancy:-0.248
Maternal Lab History: eGFR-postPregnancy:-0.213
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.177
Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.172
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.169
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.163
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.138
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.138
Maternal Lab History: 2 HOUR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: 2 HOUR-otherPregnancy:1.000
Maternal Lab History: 1 HOUR-otherPregnancy:0.521
Maternal Procedure History:93005-otherPregnancy:0.448
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.353
Maternal Lab History: 2 HOUR-postPregnancy:0.351
Maternal Lab History: 1 HOUR-postPregnancy:0.337
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.331
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.299
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.287
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.281
Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.265
Maternal Lab History: A/G-postPregnancy:-0.252
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.216
Maternal Procedure History:90656-postPregnancy:-0.208
Maternal Lab History: GLOBULIN-postPregnancy:0.185
Maternal Procedure History:99000-postPregnancy:-0.130
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.128
Maternal Lab History: URINE SUGAR-otherPregnancy:0.127
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.118
Maternal Procedure History:99401-postPregnancy:-0.117
Maternal Lab History: TIMED URINE CREATININE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.343
Lab:306617 OCCULT BLOOD TEST (FECAL):0.279
Maternal Lab History: URINE CULTURE-postPregnancy:0.239
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.200
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.191
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.166
Maternal Lab History: GLUCOSE-postPregnancy:0.160
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.158
Maternal Lab History: GLOBULIN-postPregnancy:-0.145
Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.503
Correlated most with:
Newborn Diagnosis:9ccs95:Oth nerv dx:1.000
Maternal Procedure History:45300-postPregnancy:0.388
Maternal Lab History: FREE T-4-otherPregnancy:0.274
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.260
Maternal Lab History: LDL-otherPregnancy:-0.245
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.225
Maternal Procedure History:S9470-postPregnancy:0.205
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.171
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.157
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.150
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.503 [0.114 2.221] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:1.000
Maternal Lab History: URINE CULTURE-postPregnancy:0.253
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.214
Maternal Procedure History:81025-postPregnancy:0.189
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.186
Maternal Procedure History:90801-postPregnancy:0.183
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.179
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.174
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.174
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.164
Maternal Diagnosis:9ccs128:Asthma-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.089 [0.353 3.359] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:1.000
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.383
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.355
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.327
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.323
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.322
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.301
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.270
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.252
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.250
Maternal Lab History: CMV AB (IGM)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CMV AB (IGM)-postPregnancy:1.000
Maternal Lab History: HERPES II IgG-postPregnancy:-0.581
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.535
Maternal Lab History: LIPASE-postPregnancy:0.365
Maternal Lab History: HERPES I IgG-postPregnancy:-0.353
Maternal Lab History: AMYLASE-postPregnancy:0.300
Maternal Lab History: IRON-postPregnancy:-0.251
Maternal Lab History: MCV-otherPregnancy:-0.185
Maternal Lab History: MCH-otherPregnancy:-0.176
Maternal Lab History: RDW-postPregnancy:0.147
Maternal Lab History: GFR Calculation-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: GFR Calculation-otherPregnancy:1.000
Maternal Lab History: GFR in African American-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.623
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.447
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.421
Maternal Procedure History:81025-otherPregnancy:0.392
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.390
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.352
Maternal Lab History: A/G-otherPregnancy:-0.297
Maternal Lab History: GLUCOSE-otherPregnancy:-0.279
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:1.000
Maternal Lab History: MONOCYTE-otherPregnancy:-0.697
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.271
Maternal Lab History: URINE CULTURE-otherPregnancy:0.200
Maternal Lab History: BASOPHIL-otherPregnancy:-0.194
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.170
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:-0.169
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.165
Maternal Lab History: LDH-otherPregnancy:0.162
Maternal Lab History: RUBELLA-otherPregnancy:0.161
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:1.000
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.341
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.336
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.252
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.223
Maternal Lab History: RUBELLA-otherPregnancy:0.219
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.208
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.205
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.205
Maternal Lab History: AST (SGOT)-postPregnancy:0.197
Maternal Lab History: BETA-HCG QUANT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:1.000
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.355
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.250
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.229
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.175
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.150
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.142
Maternal Lab History: PH-otherPregnancy:-0.140
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:-0.136
Maternal Lab History: MPV-otherPregnancy:-0.120
Maternal Lab History: FERRITIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: FERRITIN-otherPregnancy:1.000
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.416
Maternal Lab History: IRON-postPregnancy:0.385
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.383
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.372
Maternal Lab History: PAPP-A-otherPregnancy:0.359
Maternal Lab History: APF MoM-otherPregnancy:0.317
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.308
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.299
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.271
Maternal Lab History: BICARBONATE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: BICARBONATE-postPregnancy:1.000
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.904
Maternal Procedure History:85018-postPregnancy:-0.339
Maternal Procedure History:87880-postPregnancy:-0.260
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.224
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.224
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.220
Maternal Procedure History:90471-postPregnancy:-0.211
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:-0.194
Maternal Lab History: O2 SATURATION-postPregnancy:-0.190
Maternal Lab History: LDH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: LDH-otherPregnancy:1.000
Maternal Lab History: GAMMA GT-otherPregnancy:0.598
Maternal Lab History: eGFR-otherPregnancy:0.251
Maternal Lab History: PTT-otherPregnancy:-0.208
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.201
Maternal Lab History: WBC-otherPregnancy:0.199
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.198
Maternal Lab History: POTASSIUM-otherPregnancy:0.188
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.165
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.162
Maternal Lab History: FREE T-4-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: FREE T-4-otherPregnancy:1.000
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.605
Maternal Lab History: LDL-otherPregnancy:-0.552
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.496
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.306
Diagnosis:9ccs2:Septicemia:0.293
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.289
Newborn Diagnosis:9ccs95:Oth nerv dx:0.274
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.259
Maternal Lab History: POLYS-otherPregnancy:-0.257
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.959
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.627
Maternal Lab History: AST (SGOT)-postPregnancy:0.453
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.407
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.395
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.380
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.334
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.305
Maternal Procedure History:87880-postPregnancy:0.296
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.977 [0.659 5.935] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:1.000
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.238
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.236
Maternal Lab History: AST (SGOT)-otherPregnancy:0.230
Maternal Lab History: PATIENT-postPregnancy:0.226
Maternal Lab History: BILE ACIDS-otherPregnancy:0.220
Maternal Lab History: COLONY COUNT-postPregnancy:0.206
Maternal Diagnosis:9ccs211:Ot conn tiss:0.198
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.194
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.189
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.815 [0.231 2.873] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.341
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.245
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.234
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.233
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.228
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.220
Maternal Procedure History:86703-otherPregnancy:0.206
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.200
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.200
Maternal Lab History: GLUCOSE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GLUCOSE-otherPregnancy:1.000
Maternal Lab History: 3 HOUR-otherPregnancy:0.308
Maternal Lab History: GFR Calculation-otherPregnancy:-0.279
Maternal Lab History: GFR in African American-otherPregnancy:-0.278
Maternal Lab History: UIBC-postPregnancy:-0.264
Maternal Lab History: APF MoM-postPregnancy:0.170
Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.169
Maternal Lab History: GLOBULIN-otherPregnancy:0.160
Maternal Procedure History:93005-postPregnancy:-0.156
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.156
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:1.000
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.746
Maternal Lab History: HCG-otherPregnancy:0.693
Maternal Lab History: NT MoM-otherPregnancy:0.656
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.622
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.424
Maternal Lab History: FERRITIN-otherPregnancy:0.416
Maternal Lab History: PAPP-A-otherPregnancy:0.362
Maternal Lab History: APF MoM-otherPregnancy:0.351
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.349
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:1.000
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.255
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.255
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.228
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.195
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.195
Maternal Lab History: FERRITIN-postPregnancy:0.193
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.186
Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.173
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.164
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.405
Maternal Lab History: AST (SGOT)-otherPregnancy:0.388
Maternal Lab History: BILE ACIDS-otherPregnancy:0.332
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.306
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.293
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.274
Maternal Lab History: 1 HOUR-otherPregnancy:-0.249
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.234
Maternal Lab History: Alk Phos-otherPregnancy:0.219
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:1.000
Maternal Lab History: PAPP-A-otherPregnancy:-0.660
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.660
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.499
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.453
Maternal Lab History: NT MoM-otherPregnancy:-0.411
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.307
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.248
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.214
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.207
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:1.000
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.500
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.250
Maternal Lab History: URINE KETONES-otherPregnancy:0.185
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.173
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.171
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.169
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.169
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.165
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.161
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.506
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.490
Maternal Lab History: GFR in African American-otherPregnancy:-0.448
Maternal Lab History: GFR Calculation-otherPregnancy:-0.447
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.433
Maternal Lab History: 2 HOUR-otherPregnancy:0.353
Maternal Procedure History:81025-otherPregnancy:-0.343
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.317
Maternal Lab History: 1 HOUR-otherPregnancy:0.307
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:1.000
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.306
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.301
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.267
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.255
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.244
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.191
Maternal Procedure History:99000-otherPregnancy:-0.186
Maternal Lab History: BUN-otherPregnancy:0.186
Maternal Procedure History:90649-postPregnancy:-0.182
Maternal Lab History: TRIGLYCERIDE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.807
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.485
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.397
Maternal Lab History: TP VOLUME-otherPregnancy:0.326
Maternal Lab History: FREE T-4-otherPregnancy:-0.306
Maternal Lab History: 2 HOUR-otherPregnancy:-0.281
Maternal Lab History: WEIGHT-otherPregnancy:0.272
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.271
Maternal Lab History: LDL-otherPregnancy:0.260
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:1.000
Maternal Lab History: GFR Calculation-otherPregnancy:-0.421
Maternal Lab History: GFR in African American-otherPregnancy:-0.421
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.397
Maternal Lab History: A/G-otherPregnancy:0.383
Maternal Lab History: Immunoglobulin E-postPregnancy:0.357
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.322
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.288
Maternal Procedure History:81025-otherPregnancy:-0.266
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.263
Maternal Lab History: BILE ACIDS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: BILE ACIDS-otherPregnancy:1.000
Maternal Lab History: AST (SGOT)-otherPregnancy:0.769
Maternal Procedure History:81025-otherPregnancy:0.441
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.441
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.441
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.427
Maternal Lab History: A/G-otherPregnancy:-0.409
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.332
Maternal Lab History: 1 HOUR-otherPregnancy:-0.328
Maternal Lab History: FERRITIN-postPregnancy:0.327
Maternal Lab History: CREATININE VOLUME-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:1.000
Maternal Lab History: TP VOLUME-postPregnancy:0.849
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.437
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.339
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.300
Maternal Lab History: GLUCOSE-postPregnancy:-0.220
Maternal Lab History: ESTRIOL-postPregnancy:-0.193
Maternal Lab History: VLDL-postPregnancy:-0.188
Maternal Lab History: URINE CULTURE-postPregnancy:-0.165
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.159
Maternal Lab History: URINE CULTURE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:1.000
Maternal Lab History: ESTRIOL-postPregnancy:0.358
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.292
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.253
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.246
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.239
Maternal Lab History: FREE T-4-postPregnancy:-0.213
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.207
Maternal Lab History: POLYS-postPregnancy:-0.203
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.186
Maternal Lab History: Immunoglobulin E-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: Immunoglobulin E-postPregnancy:1.000
Maternal Lab History: PATIENT-postPregnancy:0.486
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.357
Maternal Procedure History:90746-postPregnancy:0.298
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.292
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.291
Maternal Lab History: A/G-postPregnancy:-0.274
Maternal Lab History: GLOBULIN-postPregnancy:0.245
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.238
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.182
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.774 [0.442 7.127] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:1.000
Maternal Lab History: PTT-otherPregnancy:0.257
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.249
Maternal Lab History: INR-otherPregnancy:0.244
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.226
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.224
Maternal Lab History: FERRITIN-postPregnancy:0.204
Maternal Lab History: AST (SGOT)-postPregnancy:0.200
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.198
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.188
Maternal Lab History: CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: CHOLESTEROL-otherPregnancy:1.000
Maternal Lab History: LDL-otherPregnancy:0.911
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.635
Maternal Lab History: TP VOLUME-otherPregnancy:0.520
Maternal Lab History: FREE T-4-otherPregnancy:-0.496
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.485
Maternal Lab History: 2 HOUR-otherPregnancy:-0.331
Diagnosis:9ccs2:Septicemia:-0.240
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.237
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.225
Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:-0.097
Diagnosis:9ccs0:No DX:-0.086
Diagnosis:9ccs136:Teeth dx:-0.072
Diagnosis:9ccs94:Other ear dx:-0.064
Diagnosis:9ccs134:Ot uppr resp:-0.064
Diagnosis:9ccs197:Skin infectn:-0.061
Lab:306617 OCCULT BLOOD TEST (FECAL):0.058
Diagnosis:9ccs76:Meningitis:-0.054
Diagnosis:9ccs153:GI hemorrhag:0.054
Diagnosis:9ccs256:Exam/eval:-0.048
Maternal Lab History: AST (SGOT)-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: AST (SGOT)-otherPregnancy:1.000
Maternal Lab History: BILE ACIDS-otherPregnancy:0.769
Maternal Lab History: A/G-otherPregnancy:-0.546
Maternal Procedure History:81025-otherPregnancy:0.472
Maternal Lab History: 1 HOUR-otherPregnancy:-0.432
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.388
Maternal Lab History: FERRITIN-postPregnancy:0.364
Maternal Lab History: GLOBULIN-otherPregnancy:0.327
Maternal Lab History: Alk Phos-otherPregnancy:0.289
Newborn Diagnosis:9ccs0:No DX:0.252
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.360
Maternal Procedure History:90801-postPregnancy:0.323
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.317
Maternal Procedure History:87880-postPregnancy:0.317
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.314
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.314
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.307
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.305
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.271
Maternal Procedure History:76830-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.511
Correlated most with:
Maternal Procedure History:76830-postPregnancy:1.000
Maternal Procedure History:85018-postPregnancy:0.337
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.234
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.233
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.209
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.187
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.181
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.168
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.159
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.151
Maternal Lab History: PATIENT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: PATIENT-postPregnancy:1.000
Maternal Lab History: Immunoglobulin E-postPregnancy:0.486
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.471
Maternal Procedure History:90746-postPregnancy:0.437
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.428
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.426
Maternal Lab History: INR-postPregnancy:0.367
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.266
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.255
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.226
Maternal Lab History: NT MoM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: NT MoM-otherPregnancy:1.000
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.869
Maternal Lab History: HCG-otherPregnancy:0.864
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.790
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.696
Maternal Lab History: APF MoM-otherPregnancy:0.688
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.656
Maternal Lab History: INHMOM-otherPregnancy:0.603
Maternal Lab History: INHMOM-postPregnancy:0.553
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.497
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.678 [0.924 7.766] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:1.000
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.442
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.261
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.248
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.220
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.213
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.198
Maternal Procedure History:93005-otherPregnancy:0.192
Maternal Procedure History:76830-postPregnancy:0.187
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.180
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.772 [0.323 9.712] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:1.000
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.461
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.302
Maternal Procedure History:45300-postPregnancy:-0.299
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.293
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.276
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.252
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.183
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.180
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.175
Maternal Lab History: Varicella IgG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:1.000
Maternal Lab History: PH-postPregnancy:-0.179
Maternal Lab History: GFR in African American-postPregnancy:-0.115
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.114
Maternal Lab History: GFR Calculation-postPregnancy:-0.113
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.102
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.099
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.099
Newborn Diagnosis:9ccs215:gu cong anom:-0.096
Diagnosis:9ccs163:Other GU dx:-0.089
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.210
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.200
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.200
Maternal Procedure History:93005-postPregnancy:0.164
Maternal Lab History: 1 HOUR-otherPregnancy:0.162
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.162
Maternal Procedure History:90656-postPregnancy:0.162
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.155
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.148
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.305
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.276
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.269
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.251
Maternal Lab History: AST (SGOT)-postPregnancy:0.250
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.245
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.240
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.232
Maternal Lab History: AFP-otherPregnancy:0.217
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:1.000
Maternal Lab History: FREE T-4-otherPregnancy:-0.605
Maternal Lab History: FREE T3-postPregnancy:-0.409
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.281
Maternal Diagnosis:9ccs48:Thyroid dsor:0.274
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.262
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.252
Maternal Lab History: HCG-otherPregnancy:-0.238
Newborn Diagnosis:9ccs213:Cardiac anom:0.235
Maternal Lab History: NT MoM-otherPregnancy:-0.233
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.306
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.221
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.205
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.184
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.175
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.166
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.155
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.152
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.150
Maternal Lab History: ABSOLUTE MONO-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.452
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.398
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.395
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.308
Maternal Lab History: MONOS-otherPregnancy:0.307
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.303
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.245
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.239
Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.217
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.883 [0.187 4.178] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:1.000
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.273
Maternal Lab History: MONOS-postPregnancy:0.266
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.248
Maternal Procedure History:90801-postPregnancy:0.232
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.207
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.203
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.195
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.194
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.186
Maternal Lab History: ABSOLUTE EOS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.690
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.627
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.355
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.294
Maternal Lab History: LDL-otherPregnancy:0.281
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.272
Maternal Lab History: 1 HOUR-otherPregnancy:0.269
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.267
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.245
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:1.000
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.998
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.963
Maternal Lab History: BILE ACIDS-otherPregnancy:0.441
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.329
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.306
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.305
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.288
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.287
Maternal Procedure History:90746-postPregnancy:-0.284
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:1.000
Maternal Lab History: TP PERIOD-otherPregnancy:0.956
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.923
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.629
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.400
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.397
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.352
Maternal Lab History: ANION GAP-otherPregnancy:0.327
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.299
Maternal Lab History: TP VOLUME-otherPregnancy:0.266
Maternal Procedure History:90472-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Procedure History:90472-postPregnancy:1.000
Maternal Procedure History:90746-postPregnancy:0.298
Maternal Lab History: PT-postPregnancy:0.189
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.168
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.166
Maternal Lab History: POTASSIUM-postPregnancy:0.146
Diagnosis:9ccs140:Gastritis:0.146
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.143
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.141
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.141
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.414
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.398
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.264
Lab:297275 STREP RAPID TEST (POCT):0.241
Maternal Lab History: BICARBONATE-postPregnancy:0.224
Maternal Lab History: TP VOLUME-otherPregnancy:-0.224
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.207
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.199
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.198
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.318
Maternal Lab History: A/G-postPregnancy:0.297
Maternal Lab History: APTT-postPregnancy:0.284
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.280
Maternal Lab History: GFR Calculation-postPregnancy:-0.277
Maternal Lab History: GFR in African American-postPregnancy:-0.276
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.252
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.252
Maternal Lab History: GLOBULIN-postPregnancy:-0.245
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:1.000
Maternal Lab History: IRON-postPregnancy:-0.599
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.403
Maternal Lab History: FERRITIN-otherPregnancy:-0.372
Maternal Lab History: APF MoM-otherPregnancy:-0.321
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.275
Maternal Lab History: PAPP-A-otherPregnancy:-0.261
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.251
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.229
Maternal Lab History: FREE T-4-postPregnancy:-0.229
Maternal Lab History: LIPASE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: LIPASE-postPregnancy:1.000
Maternal Lab History: AMYLASE-postPregnancy:0.845
Maternal Lab History: CMV AB (IGM)-postPregnancy:0.365
Maternal Lab History: URINE KETONES-postPregnancy:-0.322
Diagnosis:9ccs2:Septicemia:-0.293
Maternal Lab History: IRON-postPregnancy:-0.266
Maternal Diagnosis:9ccs196:Nml preg/del:0.234
Maternal Lab History: MCH-otherPregnancy:-0.205
Maternal Lab History: MCV-otherPregnancy:-0.184
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.180
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.154 3.235] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:1.000
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.333
Maternal Lab History: GLOBULIN-otherPregnancy:0.249
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.235
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.232
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.216
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.214
Maternal Lab History: eGFR-postPregnancy:-0.199
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.197
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.196
Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.494
Correlated most with:
Newborn Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs219:Low birth wt:0.271
Newborn Diagnosis:9ccs256:Exam/eval:0.218
Newborn Diagnosis:9ccs219:Low birth wt:0.213
Newborn Diagnosis:9ccs222:Perint jaund:0.185
Maternal Diagnosis:9ccs184:Early labor:0.168
Diagnosis:9ccs117:Ot circul dx:0.164
Maternal Lab History: hCG MoM-postPregnancy:0.148
Newborn Diagnosis:9ccs95:Oth nerv dx:0.130
Maternal Procedure History:S9470-postPregnancy:0.128
Maternal Lab History: PAPP-A-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: PAPP-A-otherPregnancy:1.000
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.721
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.696
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.660
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.577
Maternal Lab History: INHMOM-otherPregnancy:-0.402
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.362
Maternal Lab History: FERRITIN-otherPregnancy:0.359
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.330
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.290
Maternal Lab History: 3 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: 3 HOUR-postPregnancy:1.000
Maternal Lab History: 3 HOUR-otherPregnancy:0.514
Maternal Procedure History:93005-otherPregnancy:-0.320
Maternal Procedure History:93005-postPregnancy:-0.253
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.249
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.235
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.205
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.200
Maternal Lab History: 1 HOUR-otherPregnancy:-0.175
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.169
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:1.000
Maternal Lab History: HCG-otherPregnancy:-0.760
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.746
Maternal Lab History: INHMOM-otherPregnancy:-0.736
Maternal Lab History: PAPP-A-otherPregnancy:0.721
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.615
Maternal Lab History: APF MoM-otherPregnancy:-0.577
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.499
Maternal Lab History: INHMOM-postPregnancy:-0.497
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.418
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:1.000
Maternal Lab History: PATIENT-postPregnancy:0.471
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.329
Maternal Procedure History:90746-postPregnancy:0.290
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.283
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.282
Maternal Lab History: Immunoglobulin E-postPregnancy:0.238
Diagnosis:9ccs141:Ot dx stomch:-0.236
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.229
Maternal Lab History: hCG MoM-postPregnancy:-0.207
Maternal Lab History: APTT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: APTT-postPregnancy:1.000
Maternal Lab History: HERPES I IgG-postPregnancy:0.299
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.284
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.274
Maternal Lab History: GFR Calculation-postPregnancy:-0.233
Maternal Lab History: GFR in African American-postPregnancy:-0.232
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.218
Maternal Lab History: A/G-postPregnancy:0.209
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.208
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.207
Maternal Lab History: PAPP-A MoM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: PAPP-A MoM-otherPregnancy:1.000
Maternal Lab History: HCG-otherPregnancy:0.885
Maternal Lab History: APF MoM-otherPregnancy:0.788
Maternal Lab History: INHMOM-otherPregnancy:0.756
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.746
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.746
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.730
Maternal Lab History: NT MoM-otherPregnancy:0.696
Maternal Lab History: INHMOM-postPregnancy:0.548
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.459
Vital : 0.786180799501
Number of Visits : 0.00827843216335
MatDeliveryAge : 0.00517548381565
Census : 0.0876499466077
Maternal Lab History : 0.0663299609914
Diagnosis : 0.0237777270814
Lab : 0.00238789806878
Newborn Diagnosis : 0.00405809995387
Maternal Diagnosis : 0.0120862305785
Maternal Procedure History : 0.0040754212385
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_index_min_5_full
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_results_min_5_full
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_models_min_5_full.pkl
-----------------------------------------------------
boys min_5 no_census lasso
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.921, R^2 test: -0.343
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.800, R^2 test: 0.065
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.712, R^2 test: 0.166
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.374, R^2 test: 0.267
best alpha via bootstrap CV: 0.1
AUC Train: 0.840, Explained Variance Score Train: 0.374
AUC Validation: 0.741, Explained Variance Score Validation: 0.383
AUC Test: 0.743, Explained Variance Score Test: 0.273
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.940, R^2 test: -1.069
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.785, R^2 test: -0.037
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.660, R^2 test: 0.145
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.291, R^2 test: 0.241
best alpha via bootstrap CV: 0.1
AUC Train: 0.766, Explained Variance Score Train: 0.291
AUC Validation: 0.820, Explained Variance Score Validation: 0.292
AUC Test: 0.743, Explained Variance Score Test: 0.242
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.966, R^2 test: -0.933
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.852, R^2 test: -0.165
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.774, R^2 test: 0.033
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.402, R^2 test: 0.260
best alpha via bootstrap CV: 0.1
AUC Train: 0.833, Explained Variance Score Train: 0.402
AUC Validation: 0.743, Explained Variance Score Validation: 0.320
AUC Test: 0.749, Explained Variance Score Test: 0.261
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.912, R^2 test: -1.627
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.728, R^2 test: -0.134
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.615, R^2 test: 0.096
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.287, R^2 test: 0.278
best alpha via bootstrap CV: 0.1
AUC Train: 0.786, Explained Variance Score Train: 0.287
AUC Validation: 0.650, Explained Variance Score Validation: 0.160
AUC Test: 0.746, Explained Variance Score Test: 0.285
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.924, R^2 test: -3.774
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.732, R^2 test: -0.363
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.594, R^2 test: 0.052
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.231, R^2 test: 0.255
best alpha via bootstrap CV: 0.1
AUC Train: 0.799, Explained Variance Score Train: 0.231
AUC Validation: 0.657, Explained Variance Score Validation: 0.191
AUC Test: 0.741, Explained Variance Score Test: 0.257
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.887, R^2 test: -1.485
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.704, R^2 test: -0.082
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.598, R^2 test: 0.129
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.276, R^2 test: 0.256
best alpha via bootstrap CV: 0.1
AUC Train: 0.773, Explained Variance Score Train: 0.276
AUC Validation: 0.841, Explained Variance Score Validation: 0.356
AUC Test: 0.733, Explained Variance Score Test: 0.257
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.948, R^2 test: -1.459
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.795, R^2 test: -0.053
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.681, R^2 test: 0.137
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.360, R^2 test: 0.273
best alpha via bootstrap CV: 0.1
AUC Train: 0.842, Explained Variance Score Train: 0.360
AUC Validation: 0.772, Explained Variance Score Validation: 0.220
AUC Test: 0.745, Explained Variance Score Test: 0.274
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.868, R^2 test: -1.270
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.663, R^2 test: 0.053
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.564, R^2 test: 0.228
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.317, R^2 test: 0.298
best alpha via bootstrap CV: 0.1
AUC Train: 0.813, Explained Variance Score Train: 0.317
AUC Validation: 0.849, Explained Variance Score Validation: 0.209
AUC Test: 0.749, Explained Variance Score Test: 0.298
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.961, R^2 test: -1.366
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.825, R^2 test: -0.168
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.746, R^2 test: 0.068
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.441, R^2 test: 0.273
best alpha via bootstrap CV: 0.1
AUC Train: 0.859, Explained Variance Score Train: 0.441
AUC Validation: 0.813, Explained Variance Score Validation: 0.192
AUC Test: 0.741, Explained Variance Score Test: 0.275
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.945, R^2 test: -1.301
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.750, R^2 test: -0.101
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.601, R^2 test: 0.155
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.194, R^2 test: 0.223
best alpha via bootstrap CV: 0.1
AUC Train: 0.763, Explained Variance Score Train: 0.194
AUC Validation: 0.813, Explained Variance Score Validation: 0.234
AUC Test: 0.746, Explained Variance Score Test: 0.231
total variables 330 and total subjects: 1751
->AUC validation: 0.770 95% CI: [0.728 , 0.812]
->AUC test: 0.743 95% CI: [0.741 , 0.746]
->Explained Variance (R2) validation: 0.256 95% CI: [0.210 , 0.301]
->Explained Variance (R2) test: 0.265 95% CI: [0.254 , 0.277]
Test set metrics:
@threshold:1.508, sens:0.000, spec:1.000, ppv:0.000, acc:0.766, f1:0.000, total+:0, total-:350
@threshold:1.221, sens:0.024, spec:1.000, ppv:1.000, acc:0.771, f1:0.048, total+:2, total-:348
@threshold:1.190, sens:0.037, spec:1.000, ppv:1.000, acc:0.774, f1:0.071, total+:3, total-:347
@threshold:1.141, sens:0.037, spec:0.996, ppv:0.750, acc:0.771, f1:0.070, total+:4, total-:346
@threshold:1.117, sens:0.049, spec:0.996, ppv:0.800, acc:0.774, f1:0.092, total+:5, total-:345
@threshold:1.055, sens:0.073, spec:0.993, ppv:0.750, acc:0.777, f1:0.133, total+:8, total-:342
@threshold:0.860, sens:0.085, spec:0.993, ppv:0.778, acc:0.780, f1:0.154, total+:9, total-:341
@threshold:0.859, sens:0.085, spec:0.989, ppv:0.700, acc:0.777, f1:0.152, total+:10, total-:340
@threshold:0.848, sens:0.098, spec:0.989, ppv:0.727, acc:0.780, f1:0.172, total+:11, total-:339
@threshold:0.691, sens:0.183, spec:0.985, ppv:0.789, acc:0.797, f1:0.297, total+:19, total-:331
@threshold:0.678, sens:0.195, spec:0.985, ppv:0.800, acc:0.800, f1:0.314, total+:20, total-:330
@threshold:0.677, sens:0.195, spec:0.981, ppv:0.762, acc:0.797, f1:0.311, total+:21, total-:329
@threshold:0.629, sens:0.207, spec:0.981, ppv:0.773, acc:0.800, f1:0.327, total+:22, total-:328
@threshold:0.597, sens:0.207, spec:0.978, ppv:0.739, acc:0.797, f1:0.324, total+:23, total-:327
@threshold:0.592, sens:0.220, spec:0.978, ppv:0.750, acc:0.800, f1:0.340, total+:24, total-:326
@threshold:0.568, sens:0.244, spec:0.974, ppv:0.741, acc:0.803, f1:0.367, total+:27, total-:323
@threshold:0.538, sens:0.256, spec:0.970, ppv:0.724, acc:0.803, f1:0.378, total+:29, total-:321
@threshold:0.518, sens:0.280, spec:0.966, ppv:0.719, acc:0.806, f1:0.404, total+:32, total-:318
@threshold:0.473, sens:0.293, spec:0.963, ppv:0.706, acc:0.806, f1:0.414, total+:34, total-:316
@threshold:0.451, sens:0.293, spec:0.959, ppv:0.686, acc:0.803, f1:0.410, total+:35, total-:315
@threshold:0.446, sens:0.305, spec:0.955, ppv:0.676, acc:0.803, f1:0.420, total+:37, total-:313
@threshold:0.438, sens:0.305, spec:0.951, ppv:0.658, acc:0.800, f1:0.417, total+:38, total-:312
@threshold:0.388, sens:0.317, spec:0.929, ppv:0.578, acc:0.786, f1:0.409, total+:45, total-:305
@threshold:0.376, sens:0.329, spec:0.925, ppv:0.574, acc:0.786, f1:0.419, total+:47, total-:303
@threshold:0.375, sens:0.341, spec:0.925, ppv:0.583, acc:0.789, f1:0.431, total+:48, total-:302
@threshold:0.366, sens:0.341, spec:0.922, ppv:0.571, acc:0.786, f1:0.427, total+:49, total-:301
@threshold:0.355, sens:0.354, spec:0.914, ppv:0.558, acc:0.783, f1:0.433, total+:52, total-:298
@threshold:0.347, sens:0.354, spec:0.910, ppv:0.547, acc:0.780, f1:0.430, total+:53, total-:297
@threshold:0.334, sens:0.366, spec:0.903, ppv:0.536, acc:0.777, f1:0.435, total+:56, total-:294
@threshold:0.331, sens:0.366, spec:0.899, ppv:0.526, acc:0.774, f1:0.432, total+:57, total-:293
@threshold:0.319, sens:0.378, spec:0.892, ppv:0.517, acc:0.771, f1:0.437, total+:60, total-:290
@threshold:0.311, sens:0.378, spec:0.888, ppv:0.508, acc:0.769, f1:0.434, total+:61, total-:289
@threshold:0.305, sens:0.390, spec:0.888, ppv:0.516, acc:0.771, f1:0.444, total+:62, total-:288
@threshold:0.304, sens:0.390, spec:0.884, ppv:0.508, acc:0.769, f1:0.441, total+:63, total-:287
@threshold:0.262, sens:0.402, spec:0.873, ppv:0.493, acc:0.763, f1:0.443, total+:67, total-:283
@threshold:0.261, sens:0.402, spec:0.869, ppv:0.485, acc:0.760, f1:0.440, total+:68, total-:282
@threshold:0.256, sens:0.415, spec:0.866, ppv:0.486, acc:0.760, f1:0.447, total+:70, total-:280
@threshold:0.240, sens:0.427, spec:0.862, ppv:0.486, acc:0.760, f1:0.455, total+:72, total-:278
@threshold:0.236, sens:0.439, spec:0.854, ppv:0.480, acc:0.757, f1:0.459, total+:75, total-:275
@threshold:0.224, sens:0.439, spec:0.851, ppv:0.474, acc:0.754, f1:0.456, total+:76, total-:274
@threshold:0.209, sens:0.451, spec:0.840, ppv:0.463, acc:0.749, f1:0.457, total+:80, total-:270
@threshold:0.194, sens:0.463, spec:0.836, ppv:0.463, acc:0.749, f1:0.463, total+:82, total-:268
@threshold:0.184, sens:0.476, spec:0.825, ppv:0.453, acc:0.743, f1:0.464, total+:86, total-:264
@threshold:0.183, sens:0.476, spec:0.821, ppv:0.448, acc:0.740, f1:0.462, total+:87, total-:263
@threshold:0.178, sens:0.488, spec:0.821, ppv:0.455, acc:0.743, f1:0.471, total+:88, total-:262
@threshold:0.177, sens:0.488, spec:0.817, ppv:0.449, acc:0.740, f1:0.468, total+:89, total-:261
@threshold:0.143, sens:0.500, spec:0.806, ppv:0.441, acc:0.734, f1:0.469, total+:93, total-:257
@threshold:0.141, sens:0.500, spec:0.802, ppv:0.436, acc:0.731, f1:0.466, total+:94, total-:256
@threshold:0.100, sens:0.512, spec:0.776, ppv:0.412, acc:0.714, f1:0.457, total+:102, total-:248
@threshold:0.093, sens:0.524, spec:0.772, ppv:0.413, acc:0.714, f1:0.462, total+:104, total-:246
@threshold:0.074, sens:0.537, spec:0.769, ppv:0.415, acc:0.714, f1:0.468, total+:106, total-:244
@threshold:0.073, sens:0.537, spec:0.765, ppv:0.411, acc:0.711, f1:0.466, total+:107, total-:243
@threshold:0.070, sens:0.549, spec:0.761, ppv:0.413, acc:0.711, f1:0.471, total+:109, total-:241
@threshold:0.067, sens:0.549, spec:0.757, ppv:0.409, acc:0.709, f1:0.469, total+:110, total-:240
@threshold:0.058, sens:0.561, spec:0.754, ppv:0.411, acc:0.709, f1:0.474, total+:112, total-:238
@threshold:0.039, sens:0.573, spec:0.750, ppv:0.412, acc:0.709, f1:0.480, total+:114, total-:236
@threshold:0.030, sens:0.585, spec:0.735, ppv:0.403, acc:0.700, f1:0.478, total+:119, total-:231
@threshold:0.025, sens:0.585, spec:0.731, ppv:0.400, acc:0.697, f1:0.475, total+:120, total-:230
@threshold:0.015, sens:0.598, spec:0.724, ppv:0.398, acc:0.694, f1:0.478, total+:123, total-:227
@threshold:0.014, sens:0.598, spec:0.720, ppv:0.395, acc:0.691, f1:0.476, total+:124, total-:226
@threshold:0.007, sens:0.610, spec:0.709, ppv:0.391, acc:0.686, f1:0.476, total+:128, total-:222
@threshold:0.002, sens:0.622, spec:0.705, ppv:0.392, acc:0.686, f1:0.481, total+:130, total-:220
@threshold:0.001, sens:0.634, spec:0.705, ppv:0.397, acc:0.689, f1:0.488, total+:131, total-:219
@threshold:-0.002, sens:0.634, spec:0.701, ppv:0.394, acc:0.686, f1:0.486, total+:132, total-:218
@threshold:-0.003, sens:0.646, spec:0.701, ppv:0.398, acc:0.689, f1:0.493, total+:133, total-:217
@threshold:-0.003, sens:0.646, spec:0.698, ppv:0.396, acc:0.686, f1:0.491, total+:134, total-:216
@threshold:-0.018, sens:0.659, spec:0.698, ppv:0.400, acc:0.689, f1:0.498, total+:135, total-:215
@threshold:-0.023, sens:0.659, spec:0.694, ppv:0.397, acc:0.686, f1:0.495, total+:136, total-:214
@threshold:-0.060, sens:0.671, spec:0.657, ppv:0.374, acc:0.660, f1:0.480, total+:147, total-:203
@threshold:-0.064, sens:0.671, spec:0.653, ppv:0.372, acc:0.657, f1:0.478, total+:148, total-:202
@threshold:-0.072, sens:0.683, spec:0.638, ppv:0.366, acc:0.649, f1:0.477, total+:153, total-:197
@threshold:-0.073, sens:0.683, spec:0.634, ppv:0.364, acc:0.646, f1:0.475, total+:154, total-:196
@threshold:-0.077, sens:0.695, spec:0.634, ppv:0.368, acc:0.649, f1:0.481, total+:155, total-:195
@threshold:-0.081, sens:0.695, spec:0.631, ppv:0.365, acc:0.646, f1:0.479, total+:156, total-:194
@threshold:-0.084, sens:0.756, spec:0.593, ppv:0.363, acc:0.631, f1:0.490, total+:171, total-:179
@threshold:-0.096, sens:0.768, spec:0.575, ppv:0.356, acc:0.620, f1:0.486, total+:177, total-:173
@threshold:-0.104, sens:0.780, spec:0.571, ppv:0.358, acc:0.620, f1:0.490, total+:179, total-:171
@threshold:-0.110, sens:0.793, spec:0.549, ppv:0.349, acc:0.606, f1:0.485, total+:186, total-:164
@threshold:-0.111, sens:0.793, spec:0.545, ppv:0.348, acc:0.603, f1:0.483, total+:187, total-:163
@threshold:-0.144, sens:0.805, spec:0.519, ppv:0.338, acc:0.586, f1:0.477, total+:195, total-:155
@threshold:-0.145, sens:0.805, spec:0.515, ppv:0.337, acc:0.583, f1:0.475, total+:196, total-:154
@threshold:-0.148, sens:0.817, spec:0.511, ppv:0.338, acc:0.583, f1:0.479, total+:198, total-:152
@threshold:-0.156, sens:0.817, spec:0.507, ppv:0.337, acc:0.580, f1:0.477, total+:199, total-:151
@threshold:-0.169, sens:0.829, spec:0.504, ppv:0.338, acc:0.580, f1:0.481, total+:201, total-:149
@threshold:-0.169, sens:0.829, spec:0.500, ppv:0.337, acc:0.577, f1:0.479, total+:202, total-:148
@threshold:-0.175, sens:0.841, spec:0.500, ppv:0.340, acc:0.580, f1:0.484, total+:203, total-:147
@threshold:-0.175, sens:0.841, spec:0.496, ppv:0.338, acc:0.577, f1:0.483, total+:204, total-:146
@threshold:-0.203, sens:0.854, spec:0.459, ppv:0.326, acc:0.551, f1:0.471, total+:215, total-:135
@threshold:-0.204, sens:0.854, spec:0.455, ppv:0.324, acc:0.549, f1:0.470, total+:216, total-:134
@threshold:-0.220, sens:0.866, spec:0.437, ppv:0.320, acc:0.537, f1:0.467, total+:222, total-:128
@threshold:-0.225, sens:0.866, spec:0.433, ppv:0.318, acc:0.534, f1:0.466, total+:223, total-:127
@threshold:-0.280, sens:0.878, spec:0.373, ppv:0.300, acc:0.491, f1:0.447, total+:240, total-:110
@threshold:-0.282, sens:0.878, spec:0.369, ppv:0.299, acc:0.489, f1:0.446, total+:241, total-:109
@threshold:-0.284, sens:0.890, spec:0.369, ppv:0.302, acc:0.491, f1:0.451, total+:242, total-:108
@threshold:-0.285, sens:0.890, spec:0.366, ppv:0.300, acc:0.489, f1:0.449, total+:243, total-:107
@threshold:-0.331, sens:0.902, spec:0.321, ppv:0.289, acc:0.457, f1:0.438, total+:256, total-:94
@threshold:-0.331, sens:0.902, spec:0.317, ppv:0.288, acc:0.454, f1:0.437, total+:257, total-:93
@threshold:-0.340, sens:0.915, spec:0.310, ppv:0.288, acc:0.451, f1:0.439, total+:260, total-:90
@threshold:-0.342, sens:0.915, spec:0.306, ppv:0.287, acc:0.449, f1:0.437, total+:261, total-:89
@threshold:-0.345, sens:0.927, spec:0.302, ppv:0.289, acc:0.449, f1:0.441, total+:263, total-:87
@threshold:-0.358, sens:0.927, spec:0.299, ppv:0.288, acc:0.446, f1:0.439, total+:264, total-:86
@threshold:-0.362, sens:0.939, spec:0.291, ppv:0.288, acc:0.443, f1:0.441, total+:267, total-:83
@threshold:-0.364, sens:0.939, spec:0.287, ppv:0.287, acc:0.440, f1:0.440, total+:268, total-:82
@threshold:-0.450, sens:0.951, spec:0.216, ppv:0.271, acc:0.389, f1:0.422, total+:288, total-:62
@threshold:-0.464, sens:0.951, spec:0.213, ppv:0.270, acc:0.386, f1:0.420, total+:289, total-:61
@threshold:-0.573, sens:0.963, spec:0.153, ppv:0.258, acc:0.343, f1:0.407, total+:306, total-:44
@threshold:-0.574, sens:0.963, spec:0.149, ppv:0.257, acc:0.340, f1:0.406, total+:307, total-:43
@threshold:-0.706, sens:0.976, spec:0.063, ppv:0.242, acc:0.277, f1:0.387, total+:331, total-:19
@threshold:-0.711, sens:0.976, spec:0.060, ppv:0.241, acc:0.274, f1:0.386, total+:332, total-:18
@threshold:-0.762, sens:0.988, spec:0.052, ppv:0.242, acc:0.271, f1:0.388, total+:335, total-:15
@threshold:-0.774, sens:0.988, spec:0.049, ppv:0.241, acc:0.269, f1:0.388, total+:336, total-:14
@threshold:-1.244, sens:1.000, spec:0.004, ppv:0.235, acc:0.237, f1:0.381, total+:349, total-:1
* Vital: Wt-avg19to24 | coef 0.150 95% CI: [0.062 , 0.238] | OR_adj 1.162 [1.064 1.268] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.723
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.088
Maternal Lab History: WBC-otherPregnancy:0.086
Newborn Diagnosis:9ccs191:Amnios dx:0.086
Diagnosis:9ccs128:Asthma:0.083
Newborn Diagnosis:9ccs219:Low birth wt:-0.079
Maternal Diagnosis:9ccs188:Pelvic obstr:0.078
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.075
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.075
* Vital: BMI-latest | coef 0.098 95% CI: [0.022 , 0.175] | OR_adj 1.103 [1.022 1.191] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.728
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:-0.085
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.075
Maternal Lab History: WBC-otherPregnancy:0.074
Maternal Lab History: IRON-postPregnancy:-0.073
Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs5:HIV infectn:-0.070
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.070
Maternal Lab History: FREE T-4-otherPregnancy:-0.069
* Vital: BMI-gain0to24 | coef 0.050 95% CI: [-0.017 , 0.117] | OR_adj 1.051 [0.983 1.124] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.731
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.109
Diagnosis:9ccs58:Ot nutrit dx:0.096
Diagnosis:9ccs128:Asthma:0.085
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.075
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
Maternal Lab History: WBC-otherPregnancy:0.072
Maternal Diagnosis:9ccs185:Long pregncy:0.071
Diagnosis:9ccs246:FUO:0.071
Diagnosis:9ccs243:Poisn nonmed:0.071
* Vital: Wt-gain0to24 | coef 0.046 95% CI: [-0.014 , 0.106] | OR_adj 1.047 [0.986 1.112] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.719
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.095
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Maternal Lab History: WBC-otherPregnancy:0.088
Diagnosis:9ccs128:Asthma:0.084
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.078
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.078
Maternal Diagnosis:9ccs188:Pelvic obstr:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
* Vital: Wt for Length ZScore-latest | coef 0.036 95% CI: [0.004 , 0.068] | OR_adj 1.037 [1.004 1.071] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.736
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.361
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.275
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.274
Maternal Lab History: FREE T-4-postPregnancy:0.250
Maternal Lab History: FREE T-4-otherPregnancy:-0.160
Diagnosis:9ccs48:Thyroid dsor:0.155
Maternal Diagnosis:9ccs181:Ot preg comp:0.136
Lab:294147 FREE T4 - LMC:0.126
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.110
* Vital: BMI-avg16to19 | coef 0.035 95% CI: [0.004 , 0.066] | OR_adj 1.036 [1.004 1.068] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.702
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.090
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Maternal Lab History: WBC-otherPregnancy:0.076
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.073
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.069
Newborn Diagnosis:9ccs191:Amnios dx:0.066
Maternal Lab History: CREATININE-postPregnancy:0.064
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.064
Maternal Lab History: RUBELLA-postPregnancy:0.063
Diagnosis:9ccs143:Abdom hernia:0.062
* Vital: Wt for Len Percentile-latest | coef 0.034 95% CI: [-0.002 , 0.070] | OR_adj 1.034 [0.998 1.073] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.748
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.083
Maternal Lab History: PROLACTIN-postPregnancy:-0.080
Diagnosis:9ccs95:Oth nerv dx:-0.074
Diagnosis:9ccs138:Esophgeal dx:-0.073
Maternal Lab History: MCH-postPregnancy:-0.071
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070
Maternal Lab History: IRON-postPregnancy:-0.069
Maternal Lab History: WBC-otherPregnancy:0.068
* Vital: Wt for Length ZScore-avg19to24 | coef 0.027 95% CI: [-0.023 , 0.076] | OR_adj 1.027 [0.977 1.079] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.732
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo:1.000
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.138
Maternal Diagnosis:9ccs60:Acut p-h anm:0.131
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.115
Maternal Diagnosis:9ccs61:Sickle cell:0.115
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.101
Maternal Diagnosis:9ccs238:Complic proc:0.101
MatDeliveryAge:0.094
Maternal Diagnosis:9ccs195:Ot compl bir:0.083
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.082
* Vital: Wt for Length ZScore-avg16to19 | coef 0.025 95% CI: [-0.002 , 0.052] | OR_adj 1.025 [0.998 1.053] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.705
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.536
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.105
Maternal Lab History: BASOPHIL-postPregnancy:0.089
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.087
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.085
Maternal Lab History: 1 HOUR-otherPregnancy:0.082
Maternal Procedure History:90471-otherPregnancy:0.076
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.068
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.066
* Vital: Wt for Length ZScore-avg5to7 | coef 0.013 95% CI: [-0.003 , 0.029] | OR_adj 1.013 [0.997 1.029] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.583
Correlated most with:
Maternal Diagnosis:9ccs0:No DX:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.173
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.127
Maternal Diagnosis:9ccs196:Nml preg/del:-0.119
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.111
Maternal Procedure History:J7300-postPregnancy:-0.109
Maternal Lab History: EOSINOPHIL-postPregnancy:0.106
Maternal Lab History: AFP-postPregnancy:0.103
Maternal Lab History: RUBELLA-postPregnancy:0.089
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.086
* Vital: Wt-latest | coef 0.011 95% CI: [-0.010 , 0.033] | OR_adj 1.012 [0.990 1.033] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.711
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.282
Diagnosis:9ccs92:Otitis media:0.237
Number of Visits:0.235
Diagnosis:9ccs10:Immuniz/scrn:0.219
Diagnosis:9ccs128:Asthma:0.149
Diagnosis:9ccs257:Ot aftercare:0.137
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs125:Bronchitis:0.134
Diagnosis:9ccs135:Intest infct:0.133
Diagnosis:9ccs122:Pneumonia:0.116
MatDeliveryAge | coef 0.011 95% CI: [-0.007 , 0.029] | OR_adj 1.011 [0.993 1.029] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.551
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.511
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.309
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.258
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.244
* Vital: Wt for Len Percentile-avg16to19 | coef 0.009 95% CI: [-0.008 , 0.025] | OR_adj 1.009 [0.992 1.026] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.722
Correlated most with:
MatDeliveryAge:-0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.086
Maternal Lab History: WBC-otherPregnancy:0.078
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.076
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.075
Maternal Lab History: ESTRIOL-postPregnancy:0.074
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.072
* Vital: BMI-avg7to10 | coef 0.008 95% CI: [-0.002 , 0.019] | OR_adj 1.008 [0.998 1.019] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.628
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.104
Diagnosis:9ccs128:Asthma:0.087
Maternal Procedure History:S9470-postPregnancy:0.087
Diagnosis:9ccs125:Bronchitis:0.084
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: URINE PH-otherPregnancy:-0.077
Maternal Lab History: APTT-postPregnancy:-0.077
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.077
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.076
Diagnosis:9ccs95:Oth nerv dx:-0.073
* Vital: Wt-avg0to1 | coef 0.008 95% CI: [-0.007 , 0.022] | OR_adj 1.008 [0.993 1.023] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.548
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.352
Maternal Diagnosis:9ccs184:Early labor:-0.345
Diagnosis:9ccs219:Low birth wt:-0.282
Maternal Diagnosis:9ccs185:Long pregncy:0.261
Maternal Diagnosis:9ccs183:HTN in preg:-0.159
Lab:297262 HEMOGLOBIN (HEMOCUE):0.131
Newborn Diagnosis:9ccs221:Resp distres:-0.123
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs190:Fetal distrs:0.110
Maternal Lab History: INHMOM-postPregnancy:-0.106
Vital: BMI-gain7to13 | coef -0.008 95% CI: [-0.018 , 0.002] | OR_adj 0.992 [0.982 1.002] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.548
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:0.119
Maternal Lab History: APF MoM-otherPregnancy:-0.107
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.095
Maternal Lab History: INHMOM-otherPregnancy:-0.093
Maternal Lab History: NT MoM-otherPregnancy:-0.090
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.090
Maternal Lab History: INHMOM-postPregnancy:-0.084
Maternal Lab History: HCG-otherPregnancy:-0.083
Maternal Lab History: PTT-otherPregnancy:0.080
Maternal Lab History: Alk Phos-postPregnancy:-0.074
* Vital: Wt Change-avg16to19 | coef 0.007 95% CI: [-0.006 , 0.020] | OR_adj 1.007 [0.994 1.020] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.130
Diagnosis:9ccs239:Superfic inj:-0.097
Diagnosis:9ccs125:Bronchitis:-0.097
Diagnosis:9ccs7:Viral infect:-0.097
Number of Visits:-0.094
Diagnosis:9ccs128:Asthma:-0.090
Diagnosis:9ccs257:Ot aftercare:-0.086
Diagnosis:9ccs126:Ot up rsp in:-0.086
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.085
Maternal Lab History: hCG MoM-postPregnancy:-0.085
* Vital: Ht-avg1to3 | coef 0.007 95% CI: [-0.006 , 0.020] | OR_adj 1.007 [0.994 1.020] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.539
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.297
Newborn Diagnosis:9ccs219:Low birth wt:-0.290
Diagnosis:9ccs219:Low birth wt:-0.225
Maternal Diagnosis:9ccs185:Long pregncy:0.182
Newborn Diagnosis:9ccs221:Resp distres:-0.146
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126
Newborn Diagnosis:9ccs256:Exam/eval:-0.108
Newborn Diagnosis:9ccs253:Allergy:-0.106
Newborn Diagnosis:9ccs222:Perint jaund:-0.099
Lab:297262 HEMOGLOBIN (HEMOCUE):0.095
Vital: HR-avg3to5 | coef -0.007 95% CI: [-0.019 , 0.006] | OR_adj 0.993 [0.981 1.006] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.468
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.100
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.082
Maternal Procedure History:59430-postPregnancy:0.080
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.079
Maternal Diagnosis:9ccs185:Long pregncy:-0.079
Diagnosis:9ccs224:Ot perint dx:0.077
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.076
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.076
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.071
Maternal Lab History: TP PERIOD-otherPregnancy:0.070
Vital: Wt for Length ZScore-avg0to1 | coef 0.004 95% CI: [-0.004 , 0.012] | OR_adj 1.004 [0.996 1.012] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.549
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449
Vital: BMI-gain1to5 | coef -0.004 95% CI: [-0.012 , 0.004] | OR_adj 0.996 [0.988 1.004] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.121
Maternal Lab History: ALBUMIN-postPregnancy:-0.116
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.095
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.089
Number of Visits:0.088
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.081
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.081
Maternal Diagnosis:9ccs184:Early labor:0.078
Diagnosis:9ccs257:Ot aftercare:0.076
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.069
* Vital: Wt-avg3to5 | coef 0.003 95% CI: [-0.001 , 0.006] | OR_adj 1.003 [0.999 1.006] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.609
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.187
Maternal Diagnosis:9ccs184:Early labor:-0.178
Maternal Diagnosis:9ccs185:Long pregncy:0.149
Diagnosis:9ccs219:Low birth wt:-0.140
Diagnosis:9ccs138:Esophgeal dx:-0.105
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: LIPASE-postPregnancy:0.099
Maternal Lab History: IRON-postPregnancy:-0.095
Newborn Diagnosis:9ccs253:Allergy:-0.093
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.089
* Vital: Wt for Length ZScore-avg1to3 | coef 0.002 95% CI: [-0.002 , 0.006] | OR_adj 1.002 [0.998 1.006] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.530
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.994
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.336
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.335
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.264
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.172
* Vital: BMI-avg1to3 | coef 0.002 95% CI: [-0.002 , 0.006] | OR_adj 1.002 [0.998 1.006] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.563
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.155
Maternal Diagnosis:9ccs184:Early labor:-0.147
Diagnosis:9ccs219:Low birth wt:-0.133
Diagnosis:9ccs64:Ot hematl dx:0.098
Maternal Lab History: MONOCYTE-otherPregnancy:0.092
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Lab History: PLATELET COUNT-postPregnancy:0.083
Maternal Lab History: ANION GAP-otherPregnancy:0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.080
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.076
* Vital: Wt for Length ZScore-avg13to16 | coef 0.002 95% CI: [-0.002 , 0.005] | OR_adj 1.002 [0.998 1.005] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.677
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.330
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.155
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.130
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.124
Maternal Diagnosis:9ccs128:Asthma:0.117
Maternal Diagnosis:9ccs181:Ot preg comp:0.116
Maternal Diagnosis:9ccs48:Thyroid dsor:0.102
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.097
Maternal Diagnosis:9ccs49:DiabMel no c:0.096
* Vital: Wt for Length ZScore-avg7to10 | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.631
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:1.000
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.264
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.239
Maternal Lab History: AST (SGOT)-postPregnancy:0.217
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.180
Maternal Procedure History:87880-postPregnancy:0.158
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.155
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.141
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.130
Maternal Diagnosis:9ccs6:Hepatitis:0.130
Number of Visits | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 1743 | OR_unadj: 1.107 [0.879 1.394] | indivs AUC:0.540
Correlated most with:
Number of Visits:1.000
Diagnosis:9ccs126:Ot up rsp in:0.332
Diagnosis:9ccs92:Otitis media:0.277
Diagnosis:9ccs7:Viral infect:0.267
Diagnosis:9ccs135:Intest infct:0.234
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs155:Other GI dx:0.220
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs133:Oth low resp:0.195
Diagnosis:9ccs128:Asthma:0.187
* Vital: Wt for Len Percentile-avg7to10 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.620
Correlated most with:
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.088
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Lab History: APTT-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.077
Maternal Procedure History:S9470-postPregnancy:0.076
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.074
MatDeliveryAge:-0.073
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
* Vital: Wt for Length Zscore-avg10to13 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.677
Correlated most with:
Maternal Diagnosis:9ccs6:Hepatitis:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.323
Maternal Lab History: GFR in African American-otherPregnancy:0.277
Maternal Lab History: GFR Calculation-otherPregnancy:0.277
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.225
Maternal Procedure History:81025-otherPregnancy:0.204
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.202
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.176
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.151
Maternal Diagnosis:9ccs5:HIV infectn:0.130
* Vital: Wt for Len Percentile-avg5to7 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.553
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.107
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.078
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.078
Maternal Lab History: CREATININE-postPregnancy:0.077
Newborn Diagnosis:9ccs191:Amnios dx:0.076
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.076
Diagnosis:9ccs128:Asthma:0.070
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.065
* Vital: Wt for Length ZScore-avg3to5 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.589
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.918
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.916
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.794
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.792
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.788
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787
* Vital: Wt for Length ZScore-gain16to24 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.551
Correlated most with:
Maternal Diagnosis:9ccs98:HTN:1.000
Maternal Diagnosis:9ccs183:HTN in preg:0.230
Maternal Procedure History:93005-otherPregnancy:0.208
Maternal Procedure History:93005-postPregnancy:0.164
Maternal Lab History: 2 HOUR-postPregnancy:0.158
Maternal Lab History: 3 HOUR-postPregnancy:-0.129
Maternal Lab History: 1 HOUR-postPregnancy:0.129
Maternal Lab History: 2 HOUR-otherPregnancy:0.125
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.125
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.119
Vital: Wt for Len Percentile-gain5to10 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:-0.075
Maternal Lab History: Alk Phos-postPregnancy:0.072
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.070
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068
Maternal Lab History: WEIGHT-postPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.066
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.063
Maternal Lab History: PO2-postPregnancy:0.063
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.063
Maternal Lab History: RDW-postPregnancy:0.063
* Vital: Wt for Length ZScore-gain3to7 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.553
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.373
Maternal Procedure History:45300-postPregnancy:0.122
Maternal Lab History: RDW-postPregnancy:0.112
Maternal Diagnosis:9ccs155:Other GI dx:0.112
Maternal Procedure History:85018-postPregnancy:0.107
Maternal Lab History: TP PERIOD-otherPregnancy:0.104
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.101
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.097
Vital: Ht-avg7to10 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.534
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.153
Maternal Diagnosis:9ccs184:Early labor:-0.145
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Diagnosis:9ccs219:Low birth wt:-0.081
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.081
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.076
Maternal Lab History: AST (SGOT)-postPregnancy:0.075
Maternal Lab History: TP VOLUME-otherPregnancy:-0.070
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.069
Vital: Wt for Length ZScore-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.549
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c:1.000
Maternal Diagnosis:9ccs186:DM in preg:0.454
Newborn Diagnosis:9ccs259:Unclassified:0.168
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.127
MatDeliveryAge:0.121
Maternal Lab History: TP VOLUME-otherPregnancy:0.115
Lab:294147 FREE T4 - LMC:-0.114
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.108
Newborn Diagnosis:9ccs253:Allergy:0.104
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.103
* Vital: Wt for Len Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.683
Correlated most with:
Diagnosis:9ccs128:Asthma:0.105
Maternal Lab History: ESTRIOL-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
MatDeliveryAge:-0.077
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.074
Maternal Diagnosis:9ccs190:Fetal distrs:0.073
Diagnosis:9ccs95:Oth nerv dx:-0.071
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.070
* Vital: Wt for Len Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.586
Correlated most with:
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087
Newborn Diagnosis:9ccs224:Ot perint dx:-0.080
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Diagnosis:9ccs76:Meningitis:0.071
Diagnosis:9ccs92:Otitis media:0.069
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.069
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.064
Maternal Lab History: HERPES II IgG-postPregnancy:0.063
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.062
Maternal Lab History: 3 HOUR-otherPregnancy:0.061
* Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.736
Correlated most with:
Maternal Diagnosis:9ccs106:Dysrhythmia:1.000
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.191
Maternal Diagnosis:9ccs181:Ot preg comp:0.152
Maternal Diagnosis:9ccs238:Complic proc:0.139
Maternal Diagnosis:9ccs159:UTI:0.092
Diagnosis:9ccs246:FUO:0.092
Diagnosis:9ccs2:Septicemia:0.076
Maternal Diagnosis:9ccs191:Amnios dx:0.072
Diagnosis:9ccs62:Coag/hemr dx:0.070
Maternal Diagnosis:9ccs7:Viral infect:0.070
Vital : 0.566308070357
MatDeliveryAge : 0.0111262671815
Number of Visits : 0.00148807395741
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_index_min_5_no_census
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_results_min_5_no_census
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_models_min_5_no_census.pkl
-----------------------------------------------------
boys min_5 no_census randomforest
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.220
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.213
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.686, R^2 test: 0.230
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.606, R^2 test: 0.227
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.948, Explained Variance Score Train: 0.686
AUC Validation: 0.711, Explained Variance Score Validation: 0.144
AUC Test: 0.769, Explained Variance Score Test: 0.234
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.201
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.814, R^2 test: 0.202
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.661, R^2 test: 0.206
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.581, R^2 test: 0.204
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.957, Explained Variance Score Train: 0.661
AUC Validation: 0.705, Explained Variance Score Validation: 0.138
AUC Test: 0.758, Explained Variance Score Test: 0.215
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.245
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.872, R^2 test: 0.250
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.748, R^2 test: 0.253
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.673, R^2 test: 0.252
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.960, Explained Variance Score Train: 0.749
AUC Validation: 0.692, Explained Variance Score Validation: 0.184
AUC Test: 0.775, Explained Variance Score Test: 0.262
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.271
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: 0.274
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.731, R^2 test: 0.269
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.658, R^2 test: 0.263
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.977, Explained Variance Score Train: 0.855
AUC Validation: 0.809, Explained Variance Score Validation: 0.298
AUC Test: 0.774, Explained Variance Score Test: 0.274
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.922, R^2 test: 0.270
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.901, R^2 test: 0.267
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.794, R^2 test: 0.280
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.729, R^2 test: 0.271
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.964, Explained Variance Score Train: 0.794
AUC Validation: 0.735, Explained Variance Score Validation: 0.370
AUC Test: 0.777, Explained Variance Score Test: 0.290
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.203
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.822, R^2 test: 0.196
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.665, R^2 test: 0.217
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.583, R^2 test: 0.221
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.924, Explained Variance Score Train: 0.584
AUC Validation: 0.754, Explained Variance Score Validation: 0.313
AUC Test: 0.777, Explained Variance Score Test: 0.223
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.206
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.213
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.692, R^2 test: 0.213
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.619, R^2 test: 0.195
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.957, Explained Variance Score Train: 0.692
AUC Validation: 0.654, Explained Variance Score Validation: 0.164
AUC Test: 0.749, Explained Variance Score Test: 0.214
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.234
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.826, R^2 test: 0.234
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.668, R^2 test: 0.225
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.597, R^2 test: 0.221
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.986, Explained Variance Score Train: 0.826
AUC Validation: 0.711, Explained Variance Score Validation: 0.103
AUC Test: 0.773, Explained Variance Score Test: 0.243
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.245
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.857, R^2 test: 0.239
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.728, R^2 test: 0.247
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.666, R^2 test: 0.246
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.973, Explained Variance Score Train: 0.728
AUC Validation: 0.653, Explained Variance Score Validation: -0.029
AUC Test: 0.784, Explained Variance Score Test: 0.250
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.192
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.831, R^2 test: 0.197
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.671, R^2 test: 0.191
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.585, R^2 test: 0.196
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.978, Explained Variance Score Train: 0.831
AUC Validation: 0.743, Explained Variance Score Validation: 0.185
AUC Test: 0.721, Explained Variance Score Test: 0.198
total variables 330 and total subjects: 1751
->AUC validation: 0.717 95% CI: [0.689 , 0.744]
->AUC test: 0.766 95% CI: [0.755 , 0.777]
->Explained Variance (R2) validation: 0.187 95% CI: [0.119 , 0.255]
->Explained Variance (R2) test: 0.240 95% CI: [0.223 , 0.258]
Test set metrics:
@threshold:1.638, sens:0.000, spec:1.000, ppv:0.000, acc:0.760, f1:0.000, total+:0, total-:350
@threshold:1.373, sens:0.048, spec:1.000, ppv:1.000, acc:0.771, f1:0.091, total+:4, total-:346
@threshold:1.322, sens:0.060, spec:1.000, ppv:1.000, acc:0.774, f1:0.112, total+:5, total-:345
@threshold:1.298, sens:0.060, spec:0.996, ppv:0.833, acc:0.771, f1:0.111, total+:6, total-:344
@threshold:1.297, sens:0.071, spec:0.996, ppv:0.857, acc:0.774, f1:0.132, total+:7, total-:343
@threshold:1.219, sens:0.071, spec:0.992, ppv:0.750, acc:0.771, f1:0.130, total+:8, total-:342
@threshold:1.214, sens:0.083, spec:0.992, ppv:0.778, acc:0.774, f1:0.151, total+:9, total-:341
@threshold:1.199, sens:0.083, spec:0.989, ppv:0.700, acc:0.771, f1:0.149, total+:10, total-:340
@threshold:1.172, sens:0.095, spec:0.989, ppv:0.727, acc:0.774, f1:0.168, total+:11, total-:339
@threshold:1.140, sens:0.107, spec:0.985, ppv:0.692, acc:0.774, f1:0.186, total+:13, total-:337
@threshold:1.101, sens:0.119, spec:0.985, ppv:0.714, acc:0.777, f1:0.204, total+:14, total-:336
@threshold:1.054, sens:0.143, spec:0.981, ppv:0.706, acc:0.780, f1:0.238, total+:17, total-:333
@threshold:0.996, sens:0.155, spec:0.970, ppv:0.619, acc:0.774, f1:0.248, total+:21, total-:329
@threshold:0.920, sens:0.179, spec:0.966, ppv:0.625, acc:0.777, f1:0.278, total+:24, total-:326
@threshold:0.887, sens:0.190, spec:0.966, ppv:0.640, acc:0.780, f1:0.294, total+:25, total-:325
@threshold:0.878, sens:0.190, spec:0.962, ppv:0.615, acc:0.777, f1:0.291, total+:26, total-:324
@threshold:0.854, sens:0.202, spec:0.959, ppv:0.607, acc:0.777, f1:0.304, total+:28, total-:322
@threshold:0.783, sens:0.226, spec:0.955, ppv:0.613, acc:0.780, f1:0.330, total+:31, total-:319
@threshold:0.733, sens:0.238, spec:0.947, ppv:0.588, acc:0.777, f1:0.339, total+:34, total-:316
@threshold:0.679, sens:0.238, spec:0.944, ppv:0.571, acc:0.774, f1:0.336, total+:35, total-:315
@threshold:0.652, sens:0.250, spec:0.940, ppv:0.568, acc:0.774, f1:0.347, total+:37, total-:313
@threshold:0.637, sens:0.262, spec:0.936, ppv:0.564, acc:0.774, f1:0.358, total+:39, total-:311
@threshold:0.635, sens:0.274, spec:0.936, ppv:0.575, acc:0.777, f1:0.371, total+:40, total-:310
@threshold:0.588, sens:0.286, spec:0.932, ppv:0.571, acc:0.777, f1:0.381, total+:42, total-:308
@threshold:0.577, sens:0.298, spec:0.932, ppv:0.581, acc:0.780, f1:0.394, total+:43, total-:307
@threshold:0.572, sens:0.298, spec:0.929, ppv:0.568, acc:0.777, f1:0.391, total+:44, total-:306
@threshold:0.511, sens:0.310, spec:0.917, ppv:0.542, acc:0.771, f1:0.394, total+:48, total-:302
@threshold:0.490, sens:0.310, spec:0.914, ppv:0.531, acc:0.769, f1:0.391, total+:49, total-:301
@threshold:0.465, sens:0.321, spec:0.906, ppv:0.519, acc:0.766, f1:0.397, total+:52, total-:298
@threshold:0.463, sens:0.321, spec:0.902, ppv:0.509, acc:0.763, f1:0.394, total+:53, total-:297
@threshold:0.458, sens:0.333, spec:0.898, ppv:0.509, acc:0.763, f1:0.403, total+:55, total-:295
@threshold:0.456, sens:0.333, spec:0.895, ppv:0.500, acc:0.760, f1:0.400, total+:56, total-:294
@threshold:0.452, sens:0.345, spec:0.891, ppv:0.500, acc:0.760, f1:0.408, total+:58, total-:292
@threshold:0.451, sens:0.345, spec:0.887, ppv:0.492, acc:0.757, f1:0.406, total+:59, total-:291
@threshold:0.435, sens:0.357, spec:0.883, ppv:0.492, acc:0.757, f1:0.414, total+:61, total-:289
@threshold:0.416, sens:0.393, spec:0.880, ppv:0.508, acc:0.763, f1:0.443, total+:65, total-:285
@threshold:0.408, sens:0.405, spec:0.876, ppv:0.507, acc:0.763, f1:0.450, total+:67, total-:283
@threshold:0.398, sens:0.429, spec:0.872, ppv:0.514, acc:0.766, f1:0.468, total+:70, total-:280
@threshold:0.356, sens:0.440, spec:0.853, ppv:0.487, acc:0.754, f1:0.463, total+:76, total-:274
@threshold:0.349, sens:0.440, spec:0.850, ppv:0.481, acc:0.751, f1:0.460, total+:77, total-:273
@threshold:0.330, sens:0.452, spec:0.842, ppv:0.475, acc:0.749, f1:0.463, total+:80, total-:270
@threshold:0.326, sens:0.452, spec:0.838, ppv:0.469, acc:0.746, f1:0.461, total+:81, total-:269
@threshold:0.313, sens:0.464, spec:0.835, ppv:0.470, acc:0.746, f1:0.467, total+:83, total-:267
@threshold:0.302, sens:0.476, spec:0.831, ppv:0.471, acc:0.746, f1:0.473, total+:85, total-:265
@threshold:0.299, sens:0.488, spec:0.831, ppv:0.477, acc:0.749, f1:0.482, total+:86, total-:264
@threshold:0.297, sens:0.488, spec:0.827, ppv:0.471, acc:0.746, f1:0.480, total+:87, total-:263
@threshold:0.278, sens:0.500, spec:0.820, ppv:0.467, acc:0.743, f1:0.483, total+:90, total-:260
@threshold:0.269, sens:0.500, spec:0.816, ppv:0.462, acc:0.740, f1:0.480, total+:91, total-:259
@threshold:0.267, sens:0.512, spec:0.816, ppv:0.467, acc:0.743, f1:0.489, total+:92, total-:258
@threshold:0.267, sens:0.512, spec:0.812, ppv:0.462, acc:0.740, f1:0.486, total+:93, total-:257
@threshold:0.254, sens:0.524, spec:0.808, ppv:0.463, acc:0.740, f1:0.492, total+:95, total-:255
@threshold:0.236, sens:0.524, spec:0.805, ppv:0.458, acc:0.737, f1:0.489, total+:96, total-:254
@threshold:0.225, sens:0.536, spec:0.797, ppv:0.455, acc:0.734, f1:0.492, total+:99, total-:251
@threshold:0.218, sens:0.536, spec:0.793, ppv:0.450, acc:0.731, f1:0.489, total+:100, total-:250
@threshold:0.203, sens:0.548, spec:0.778, ppv:0.438, acc:0.723, f1:0.487, total+:105, total-:245
@threshold:0.201, sens:0.560, spec:0.774, ppv:0.439, acc:0.723, f1:0.492, total+:107, total-:243
@threshold:0.188, sens:0.571, spec:0.774, ppv:0.444, acc:0.726, f1:0.500, total+:108, total-:242
@threshold:0.138, sens:0.643, spec:0.771, ppv:0.470, acc:0.740, f1:0.543, total+:115, total-:235
@threshold:0.077, sens:0.655, spec:0.737, ppv:0.440, acc:0.717, f1:0.526, total+:125, total-:225
@threshold:0.075, sens:0.655, spec:0.733, ppv:0.437, acc:0.714, f1:0.524, total+:126, total-:224
@threshold:0.053, sens:0.667, spec:0.722, ppv:0.431, acc:0.709, f1:0.523, total+:130, total-:220
@threshold:0.047, sens:0.667, spec:0.718, ppv:0.427, acc:0.706, f1:0.521, total+:131, total-:219
@threshold:0.038, sens:0.679, spec:0.711, ppv:0.425, acc:0.703, f1:0.523, total+:134, total-:216
@threshold:0.017, sens:0.679, spec:0.707, ppv:0.422, acc:0.700, f1:0.521, total+:135, total-:215
@threshold:-0.007, sens:0.690, spec:0.692, ppv:0.414, acc:0.691, f1:0.518, total+:140, total-:210
@threshold:-0.008, sens:0.690, spec:0.688, ppv:0.411, acc:0.689, f1:0.516, total+:141, total-:209
@threshold:-0.073, sens:0.702, spec:0.665, ppv:0.399, acc:0.674, f1:0.509, total+:148, total-:202
@threshold:-0.084, sens:0.702, spec:0.662, ppv:0.396, acc:0.671, f1:0.506, total+:149, total-:201
@threshold:-0.118, sens:0.714, spec:0.639, ppv:0.385, acc:0.657, f1:0.500, total+:156, total-:194
@threshold:-0.122, sens:0.714, spec:0.635, ppv:0.382, acc:0.654, f1:0.498, total+:157, total-:193
@threshold:-0.133, sens:0.726, spec:0.632, ppv:0.384, acc:0.654, f1:0.502, total+:159, total-:191
@threshold:-0.135, sens:0.726, spec:0.628, ppv:0.381, acc:0.651, f1:0.500, total+:160, total-:190
@threshold:-0.171, sens:0.738, spec:0.594, ppv:0.365, acc:0.629, f1:0.488, total+:170, total-:180
@threshold:-0.172, sens:0.738, spec:0.590, ppv:0.363, acc:0.626, f1:0.486, total+:171, total-:179
@threshold:-0.196, sens:0.750, spec:0.575, ppv:0.358, acc:0.617, f1:0.485, total+:176, total-:174
@threshold:-0.196, sens:0.750, spec:0.571, ppv:0.356, acc:0.614, f1:0.483, total+:177, total-:173
@threshold:-0.199, sens:0.762, spec:0.564, ppv:0.356, acc:0.611, f1:0.485, total+:180, total-:170
@threshold:-0.203, sens:0.762, spec:0.560, ppv:0.354, acc:0.609, f1:0.483, total+:181, total-:169
@threshold:-0.273, sens:0.774, spec:0.451, ppv:0.308, acc:0.529, f1:0.441, total+:211, total-:139
@threshold:-0.276, sens:0.774, spec:0.447, ppv:0.307, acc:0.526, f1:0.439, total+:212, total-:138
@threshold:-0.280, sens:0.786, spec:0.432, ppv:0.304, acc:0.517, f1:0.439, total+:217, total-:133
@threshold:-0.282, sens:0.786, spec:0.429, ppv:0.303, acc:0.514, f1:0.437, total+:218, total-:132
@threshold:-0.302, sens:0.798, spec:0.391, ppv:0.293, acc:0.489, f1:0.428, total+:229, total-:121
@threshold:-0.305, sens:0.798, spec:0.387, ppv:0.291, acc:0.486, f1:0.427, total+:230, total-:120
@threshold:-0.312, sens:0.810, spec:0.376, ppv:0.291, acc:0.480, f1:0.428, total+:234, total-:116
@threshold:-0.321, sens:0.810, spec:0.372, ppv:0.289, acc:0.477, f1:0.426, total+:235, total-:115
@threshold:-0.352, sens:0.821, spec:0.327, ppv:0.278, acc:0.446, f1:0.416, total+:248, total-:102
@threshold:-0.353, sens:0.821, spec:0.323, ppv:0.277, acc:0.443, f1:0.414, total+:249, total-:101
@threshold:-0.364, sens:0.833, spec:0.297, ppv:0.272, acc:0.426, f1:0.411, total+:257, total-:93
@threshold:-0.365, sens:0.833, spec:0.293, ppv:0.271, acc:0.423, f1:0.409, total+:258, total-:92
@threshold:-0.368, sens:0.845, spec:0.286, ppv:0.272, acc:0.420, f1:0.412, total+:261, total-:89
@threshold:-0.368, sens:0.845, spec:0.282, ppv:0.271, acc:0.417, f1:0.410, total+:262, total-:88
@threshold:-0.374, sens:0.857, spec:0.274, ppv:0.272, acc:0.414, f1:0.413, total+:265, total-:85
@threshold:-0.375, sens:0.857, spec:0.271, ppv:0.271, acc:0.411, f1:0.411, total+:266, total-:84
@threshold:-0.380, sens:0.869, spec:0.259, ppv:0.270, acc:0.406, f1:0.412, total+:270, total-:80
@threshold:-0.383, sens:0.881, spec:0.256, ppv:0.272, acc:0.406, f1:0.416, total+:272, total-:78
@threshold:-0.385, sens:0.893, spec:0.252, ppv:0.274, acc:0.406, f1:0.419, total+:274, total-:76
@threshold:-0.390, sens:0.893, spec:0.248, ppv:0.273, acc:0.403, f1:0.418, total+:275, total-:75
@threshold:-0.391, sens:0.905, spec:0.248, ppv:0.275, acc:0.406, f1:0.422, total+:276, total-:74
@threshold:-0.396, sens:0.905, spec:0.244, ppv:0.274, acc:0.403, f1:0.421, total+:277, total-:73
@threshold:-0.423, sens:0.917, spec:0.207, ppv:0.267, acc:0.377, f1:0.414, total+:288, total-:62
@threshold:-0.427, sens:0.917, spec:0.203, ppv:0.266, acc:0.374, f1:0.413, total+:289, total-:61
@threshold:-0.435, sens:0.929, spec:0.195, ppv:0.267, acc:0.371, f1:0.415, total+:292, total-:58
@threshold:-0.438, sens:0.929, spec:0.192, ppv:0.266, acc:0.369, f1:0.414, total+:293, total-:57
@threshold:-0.454, sens:0.940, spec:0.180, ppv:0.266, acc:0.363, f1:0.415, total+:297, total-:53
@threshold:-0.456, sens:0.940, spec:0.177, ppv:0.265, acc:0.360, f1:0.414, total+:298, total-:52
@threshold:-0.464, sens:0.952, spec:0.162, ppv:0.264, acc:0.351, f1:0.413, total+:303, total-:47
@threshold:-0.465, sens:0.952, spec:0.158, ppv:0.263, acc:0.349, f1:0.412, total+:304, total-:46
@threshold:-0.474, sens:0.964, spec:0.150, ppv:0.264, acc:0.346, f1:0.414, total+:307, total-:43
@threshold:-0.475, sens:0.964, spec:0.147, ppv:0.263, acc:0.343, f1:0.413, total+:308, total-:42
@threshold:-0.538, sens:0.976, spec:0.083, ppv:0.252, acc:0.297, f1:0.400, total+:326, total-:24
@threshold:-0.544, sens:0.976, spec:0.079, ppv:0.251, acc:0.294, f1:0.399, total+:327, total-:23
@threshold:-0.738, sens:0.988, spec:0.015, ppv:0.241, acc:0.249, f1:0.387, total+:345, total-:5
@threshold:-0.740, sens:0.988, spec:0.011, ppv:0.240, acc:0.246, f1:0.386, total+:346, total-:4
@threshold:-0.889, sens:1.000, spec:0.004, ppv:0.241, acc:0.243, f1:0.388, total+:349, total-:1
* Vital: BMI-latest | coef 0.084 95% CI: [0.044 , 0.124] | OR_adj 1.088 [1.045 1.132] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.726
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:-0.085
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.075
Maternal Lab History: WBC-otherPregnancy:0.074
Maternal Lab History: IRON-postPregnancy:-0.073
Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs5:HIV infectn:-0.070
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.070
Maternal Lab History: FREE T-4-otherPregnancy:-0.069
* Vital: Wt for Length ZScore-avg19to24 | coef 0.036 95% CI: [0.023 , 0.049] | OR_adj 1.037 [1.024 1.050] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.747
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo:1.000
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.138
Maternal Diagnosis:9ccs60:Acut p-h anm:0.131
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.115
Maternal Diagnosis:9ccs61:Sickle cell:0.115
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.101
Maternal Diagnosis:9ccs238:Complic proc:0.101
MatDeliveryAge:0.094
Maternal Diagnosis:9ccs195:Ot compl bir:0.083
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.082
* Vital: BMI-gain0to24 | coef 0.034 95% CI: [0.007 , 0.061] | OR_adj 1.035 [1.007 1.063] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.745
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.109
Diagnosis:9ccs58:Ot nutrit dx:0.096
Diagnosis:9ccs128:Asthma:0.085
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.075
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
Maternal Lab History: WBC-otherPregnancy:0.072
Maternal Diagnosis:9ccs185:Long pregncy:0.071
Diagnosis:9ccs246:FUO:0.071
Diagnosis:9ccs243:Poisn nonmed:0.071
* Vital: Wt-latest | coef 0.031 95% CI: [0.014 , 0.049] | OR_adj 1.032 [1.014 1.051] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.763
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.282
Diagnosis:9ccs92:Otitis media:0.237
Number of Visits:0.235
Diagnosis:9ccs10:Immuniz/scrn:0.219
Diagnosis:9ccs128:Asthma:0.149
Diagnosis:9ccs257:Ot aftercare:0.137
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs125:Bronchitis:0.134
Diagnosis:9ccs135:Intest infct:0.133
Diagnosis:9ccs122:Pneumonia:0.116
* Vital: Wt for Length ZScore-gain0to24 | coef 0.031 95% CI: [0.018 , 0.045] | OR_adj 1.032 [1.018 1.046] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.754
Correlated most with:
Maternal Diagnosis:9ccs106:Dysrhythmia:1.000
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.191
Maternal Diagnosis:9ccs181:Ot preg comp:0.152
Maternal Diagnosis:9ccs238:Complic proc:0.139
Maternal Diagnosis:9ccs159:UTI:0.092
Diagnosis:9ccs246:FUO:0.092
Diagnosis:9ccs2:Septicemia:0.076
Maternal Diagnosis:9ccs191:Amnios dx:0.072
Diagnosis:9ccs62:Coag/hemr dx:0.070
Maternal Diagnosis:9ccs7:Viral infect:0.070
* Vital: Wt for Length ZScore-latest | coef 0.031 95% CI: [0.018 , 0.044] | OR_adj 1.031 [1.018 1.045] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.754
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.361
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.275
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.274
Maternal Lab History: FREE T-4-postPregnancy:0.250
Maternal Lab History: FREE T-4-otherPregnancy:-0.160
Diagnosis:9ccs48:Thyroid dsor:0.155
Maternal Diagnosis:9ccs181:Ot preg comp:0.136
Lab:294147 FREE T4 - LMC:0.126
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.110
* Vital: Wt-avg19to24 | coef 0.029 95% CI: [0.011 , 0.047] | OR_adj 1.029 [1.011 1.048] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.772
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.088
Maternal Lab History: WBC-otherPregnancy:0.086
Newborn Diagnosis:9ccs191:Amnios dx:0.086
Diagnosis:9ccs128:Asthma:0.083
Newborn Diagnosis:9ccs219:Low birth wt:-0.079
Maternal Diagnosis:9ccs188:Pelvic obstr:0.078
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.075
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.075
* Vital: Wt Percentile-latest | coef 0.025 95% CI: [0.006 , 0.043] | OR_adj 1.025 [1.006 1.044] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.705
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Lab History: IRON-postPregnancy:-0.096
Diagnosis:9ccs128:Asthma:0.091
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.080
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Diagnosis:9ccs136:Teeth dx:-0.070
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069
Diagnosis:9ccs154:Gastroent:-0.068
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.065
Newborn Diagnosis:9ccs253:Allergy:-0.065
MatDeliveryAge | coef 0.022 95% CI: [0.013 , 0.032] | OR_adj 1.023 [1.013 1.032] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.529
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.511
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.309
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.258
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.244
* Vital: BMI-avg19to24 | coef 0.022 95% CI: [0.016 , 0.029] | OR_adj 1.022 [1.016 1.029] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.741
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.105
Diagnosis:9ccs58:Ot nutrit dx:0.094
Diagnosis:9ccs128:Asthma:0.084
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
Diagnosis:9ccs95:Oth nerv dx:-0.073
Maternal Diagnosis:9ccs185:Long pregncy:0.073
Diagnosis:9ccs243:Poisn nonmed:0.072
Maternal Lab History: WBC-otherPregnancy:0.072
Diagnosis:9ccs246:FUO:0.071
Number of Visits | coef 0.022 95% CI: [0.010 , 0.034] | OR_adj 1.022 [1.010 1.034] | occ: 1743 | OR_unadj: 1.107 [0.879 1.394] | indivs AUC:0.509
Correlated most with:
Number of Visits:1.000
Diagnosis:9ccs126:Ot up rsp in:0.332
Diagnosis:9ccs92:Otitis media:0.277
Diagnosis:9ccs7:Viral infect:0.267
Diagnosis:9ccs135:Intest infct:0.234
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs155:Other GI dx:0.220
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs133:Oth low resp:0.195
Diagnosis:9ccs128:Asthma:0.187
* Vital: Wt for Len Percentile-gain0to24 | coef 0.020 95% CI: [0.006 , 0.035] | OR_adj 1.020 [1.006 1.035] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.758
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Diagnosis:9ccs128:Asthma:0.080
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.069
Diagnosis:9ccs243:Poisn nonmed:0.068
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.066
Diagnosis:9ccs95:Oth nerv dx:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.064
Maternal Lab History: PLATELET COUNT-postPregnancy:0.063
Diagnosis:9ccs246:FUO:0.062
* Vital: Wt-gain0to24 | coef 0.020 95% CI: [0.012 , 0.028] | OR_adj 1.020 [1.012 1.028] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.772
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.095
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Maternal Lab History: WBC-otherPregnancy:0.088
Diagnosis:9ccs128:Asthma:0.084
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.078
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.078
Maternal Diagnosis:9ccs188:Pelvic obstr:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
* Vital: Wt for Len Percentile-avg19to24 | coef 0.019 95% CI: [0.010 , 0.029] | OR_adj 1.020 [1.010 1.029] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.754
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Diagnosis:9ccs128:Asthma:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071
Diagnosis:9ccs243:Poisn nonmed:0.069
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.069
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.067
Maternal Diagnosis:9ccs184:Early labor:-0.065
Diagnosis:9ccs95:Oth nerv dx:-0.064
Diagnosis:9ccs246:FUO:0.062
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.062
* Vital: Wt for Len Percentile-latest | coef 0.019 95% CI: [0.006 , 0.032] | OR_adj 1.019 [1.006 1.032] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.755
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.083
Maternal Lab History: PROLACTIN-postPregnancy:-0.080
Diagnosis:9ccs95:Oth nerv dx:-0.074
Diagnosis:9ccs138:Esophgeal dx:-0.073
Maternal Lab History: MCH-postPregnancy:-0.071
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070
Maternal Lab History: IRON-postPregnancy:-0.069
Maternal Lab History: WBC-otherPregnancy:0.068
* Vital: Wt Percentile-avg16to19 | coef 0.019 95% CI: [-0.005 , 0.042] | OR_adj 1.019 [0.995 1.043] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.646
Correlated most with:
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.082
Maternal Diagnosis:9ccs185:Long pregncy:0.081
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Diagnosis:9ccs136:Teeth dx:-0.076
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.074
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.074
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.071
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.070
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.069
* Vital: Wt for Len Percentile-gain3to7 | coef 0.012 95% CI: [-0.005 , 0.029] | OR_adj 1.012 [0.995 1.029] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.548
Correlated most with:
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087
Newborn Diagnosis:9ccs224:Ot perint dx:-0.080
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Diagnosis:9ccs76:Meningitis:0.071
Diagnosis:9ccs92:Otitis media:0.069
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.069
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.064
Maternal Lab History: HERPES II IgG-postPregnancy:0.063
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.062
Maternal Lab History: 3 HOUR-otherPregnancy:0.061
* Vital: Wt for Length ZScore-avg16to19 | coef 0.010 95% CI: [0.003 , 0.018] | OR_adj 1.010 [1.003 1.018] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.752
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.536
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.105
Maternal Lab History: BASOPHIL-postPregnancy:0.089
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.087
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.085
Maternal Lab History: 1 HOUR-otherPregnancy:0.082
Maternal Procedure History:90471-otherPregnancy:0.076
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.068
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.066
* Vital: BMI-avg10to13 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.014] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.717
Correlated most with:
Diagnosis:9ccs128:Asthma:0.101
Newborn Diagnosis:9ccs191:Amnios dx:0.094
Maternal Lab History: ESTRIOL-postPregnancy:0.091
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.086
Diagnosis:9ccs246:FUO:-0.079
MatDeliveryAge:-0.077
Maternal Procedure History:86580-otherPregnancy:-0.075
Diagnosis:9ccs95:Oth nerv dx:-0.071
Diagnosis:9ccs143:Abdom hernia:0.068
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.067
Vital: Temp-latest | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.012] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.462
Correlated most with:
Maternal Lab History: TP PERIOD-otherPregnancy:0.108
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.098
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.093
Maternal Lab History: GAMMA GT-otherPregnancy:0.086
Diagnosis:9ccs83:Epilepsy/cnv:0.083
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.083
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Lab History: PTT-otherPregnancy:-0.080
Diagnosis:9ccs154:Gastroent:-0.079
* Vital: Wt Percentile-avg19to24 | coef 0.008 95% CI: [0.003 , 0.012] | OR_adj 1.008 [1.003 1.012] | occ: 920 | OR_unadj: 2.523 [1.996 3.191] | indivs AUC:0.673
Correlated most with:
Diagnosis:9ccs136:Teeth dx:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.075
Diagnosis:9ccs128:Asthma:0.072
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.067
Diagnosis:9ccs59:Anemia:-0.064
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.058
* Vital: BMI-avg16to19 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.745
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.090
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Maternal Lab History: WBC-otherPregnancy:0.076
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.073
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.069
Newborn Diagnosis:9ccs191:Amnios dx:0.066
Maternal Lab History: CREATININE-postPregnancy:0.064
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.064
Maternal Lab History: RUBELLA-postPregnancy:0.063
Diagnosis:9ccs143:Abdom hernia:0.062
Vital: HC-latest | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.602
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs257:Ot aftercare:0.193
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs10:Immuniz/scrn:0.188
Diagnosis:9ccs125:Bronchitis:0.168
Diagnosis:9ccs7:Viral infect:0.160
Number of Visits:0.139
Diagnosis:9ccs128:Asthma:0.128
Diagnosis:9ccs135:Intest infct:0.113
Diagnosis:9ccs90:Eye infectn:0.110
* Vital: Wt-avg16to19 | coef 0.007 95% CI: [0.002 , 0.012] | OR_adj 1.007 [1.002 1.012] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.753
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.104
Maternal Lab History: WBC-otherPregnancy:0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Maternal Lab History: CREATININE-postPregnancy:0.081
Maternal Lab History: PAPP-A MoM-postPregnancy:0.079
Maternal Diagnosis:9ccs184:Early labor:-0.078
Diagnosis:9ccs143:Abdom hernia:0.077
Newborn Diagnosis:9ccs219:Low birth wt:-0.074
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.074
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.072
Vital: BMI-gain5to10 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.010] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.543
Correlated most with:
Maternal Lab History: MPV-postPregnancy:0.101
Maternal Lab History: Alk Phos-postPregnancy:0.090
Maternal Lab History: PTT-otherPregnancy:-0.079
Maternal Lab History: POTASSIUM-postPregnancy:0.079
Maternal Lab History: INR-postPregnancy:-0.077
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.076
Maternal Lab History: TP VOLUME-otherPregnancy:0.072
Maternal Lab History: 2 HOUR-otherPregnancy:-0.070
Maternal Lab History: AST-otherPregnancy:0.070
Newborn Diagnosis:9ccs0:No DX:0.069
* Vital: Wt for Length Zscore-avg10to13 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.732
Correlated most with:
Maternal Diagnosis:9ccs6:Hepatitis:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.323
Maternal Lab History: GFR in African American-otherPregnancy:0.277
Maternal Lab History: GFR Calculation-otherPregnancy:0.277
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.225
Maternal Procedure History:81025-otherPregnancy:0.204
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.202
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.176
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.151
Maternal Diagnosis:9ccs5:HIV infectn:0.130
Vital: BMI-gain16to24 | coef 0.006 95% CI: [0.002 , 0.009] | OR_adj 1.006 [1.002 1.009] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.474
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.071
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.069
Diagnosis:9ccs259:Unclassified:-0.066
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.064
Maternal Diagnosis:9ccs128:Asthma:0.062
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.062
Diagnosis:9ccs126:Ot up rsp in:-0.062
Diagnosis:9ccs135:Intest infct:-0.062
Maternal Lab History: PAPP-A-otherPregnancy:0.060
* Vital: BMI-gain0to3 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1416 | OR_unadj: 1.282 [1.019 1.613] | indivs AUC:0.538
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.088
Maternal Lab History: PTT-postPregnancy:-0.084
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.076
Maternal Procedure History:96372-postPregnancy:0.072
Maternal Lab History: FASTING-postPregnancy:0.072
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.071
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.070
Maternal Procedure History:86580-otherPregnancy:-0.064
Maternal Diagnosis:9ccs185:Long pregncy:-0.062
Maternal Lab History: WBC-postPregnancy:0.061
* Vital: Wt for Length ZScore-avg7to10 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.684
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:1.000
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.264
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.239
Maternal Lab History: AST (SGOT)-postPregnancy:0.217
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.180
Maternal Procedure History:87880-postPregnancy:0.158
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.155
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.141
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.130
Maternal Diagnosis:9ccs6:Hepatitis:0.130
* Vital: Wt Percentile-gain0to24 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.674
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.093
Diagnosis:9ccs136:Teeth dx:-0.092
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.078
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.074
Diagnosis:9ccs128:Asthma:0.073
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.067
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.060
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.059
* Vital: BMI-avg0to1 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1349 | OR_unadj: 1.526 [1.213 1.918] | indivs AUC:0.592
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.268
Maternal Diagnosis:9ccs184:Early labor:-0.261
Diagnosis:9ccs219:Low birth wt:-0.212
Maternal Diagnosis:9ccs185:Long pregncy:0.190
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.123
Maternal Diagnosis:9ccs183:HTN in preg:-0.120
Maternal Lab History: INHMOM-postPregnancy:-0.103
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.100
Maternal Lab History: HERPES II IgG-postPregnancy:-0.094
Newborn Diagnosis:9ccs221:Resp distres:-0.094
Vital: Temp-avg10to13 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.139
Diagnosis:9ccs126:Ot up rsp in:0.109
Diagnosis:9ccs154:Gastroent:-0.081
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.081
Number of Visits:0.075
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.067
Diagnosis:9ccs124:Tonsillitis:0.064
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.063
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.063
* Vital: Wt-gain16to24 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1468 | OR_unadj: 1.821 [1.385 2.394] | indivs AUC:0.541
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082
Diagnosis:9ccs126:Ot up rsp in:-0.074
Maternal Diagnosis:9ccs183:HTN in preg:0.071
Maternal Diagnosis:9ccs61:Sickle cell:0.065
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.063
Maternal Lab History: 1 HOUR-postPregnancy:0.063
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.062
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.062
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.061
Maternal Lab History: TEST NAME-postPregnancy:-0.059
* Vital: HC-avg7to10 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.532
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Lab:297262 HEMOGLOBIN (HEMOCUE):0.083
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.082
Maternal Diagnosis:9ccs185:Long pregncy:0.081
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.074
Diagnosis:9ccs75:Hx mental dx:0.073
Maternal Diagnosis:9ccs184:Early labor:-0.071
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.070
Diagnosis:9ccs2603:E Codes: Fall:0.070
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.069
* Vital: Wt for Len Percentile-avg10to13 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.735
Correlated most with:
Diagnosis:9ccs128:Asthma:0.105
Maternal Lab History: ESTRIOL-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
MatDeliveryAge:-0.077
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.074
Maternal Diagnosis:9ccs190:Fetal distrs:0.073
Diagnosis:9ccs95:Oth nerv dx:-0.071
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.070
Vital: Ht Percentile-gain5to10 | coef 0.005 95% CI: [-0.001 , 0.011] | OR_adj 1.005 [0.999 1.011] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: IRON-postPregnancy:0.105
Maternal Lab History: PROLACTIN-postPregnancy:-0.100
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.099
Maternal Lab History: COLONY COUNT-postPregnancy:-0.095
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.095
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.087
Maternal Lab History: APTT-postPregnancy:0.084
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.078
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.077
Maternal Lab History: URINE CULTURE-otherPregnancy:0.077
* Vital: BMI-avg13to16 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.692
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.086
Maternal Lab History: ESTRIOL-postPregnancy:0.085
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.075
Maternal Diagnosis:9ccs188:Pelvic obstr:0.075
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Lab History: APF MoM-postPregnancy:-0.075
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.073
MatDeliveryAge:-0.071
Maternal Lab History: MCH-postPregnancy:-0.070
Diagnosis:9ccs128:Asthma:0.069
Vital: Wt for Len Percentile-gain5to10 | coef 0.005 95% CI: [0.001 , 0.009] | OR_adj 1.005 [1.001 1.009] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:-0.075
Maternal Lab History: Alk Phos-postPregnancy:0.072
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.070
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068
Maternal Lab History: WEIGHT-postPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.066
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.063
Maternal Lab History: PO2-postPregnancy:0.063
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.063
Maternal Lab History: RDW-postPregnancy:0.063
* Vital: Wt-gain13to19 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.598
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.070
Maternal Diagnosis:9ccs183:HTN in preg:-0.065
Diagnosis:9ccs243:Poisn nonmed:0.065
Maternal Lab History: PAPP-A MoM-postPregnancy:0.063
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.063
Maternal Lab History: EOSINOPHIL-postPregnancy:0.062
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.060
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.059
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.056
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.055
Vital: Wt for Length ZScore-gain10to16 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.551
Correlated most with:
Maternal Diagnosis:9ccs62:Coag/hemr dx:1.000
Maternal Procedure History:97110-postPregnancy:0.233
Maternal Procedure History:97001-postPregnancy:0.208
Diagnosis:9ccs55:Fluid/elc dx:0.180
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.146
Maternal Diagnosis:9ccs60:Acut p-h anm:0.139
Maternal Diagnosis:9ccs181:Ot preg comp:0.123
Diagnosis:9ccs62:Coag/hemr dx:0.114
Maternal Diagnosis:9ccs238:Complic proc:0.107
Maternal Diagnosis:9ccs46:Bnign ut neo:0.101
Vital: Wt-gain10to16 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.541
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.093
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.087
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.077
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.076
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.074
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.074
Maternal Lab History: GAMMA GT-otherPregnancy:0.071
Number of Visits:0.071
Diagnosis:9ccs92:Otitis media:0.070
Lab:292495 LEAD LEVEL - Sunrise:0.067
Vital: Wt for Length ZScore-gain1to5 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.215
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.213
Maternal Diagnosis:9ccs181:Ot preg comp:0.201
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.184
Maternal Diagnosis:9ccs128:Asthma:0.183
Maternal Lab History: COLONY COUNT-postPregnancy:0.174
Maternal Diagnosis:9ccs183:HTN in preg:0.163
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.159
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.154
* Vital: Wt Change-latest | coef 0.005 95% CI: [0.001 , 0.008] | OR_adj 1.005 [1.001 1.008] | occ: 987 | OR_unadj: 1.430 [1.090 1.874] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.156
Diagnosis:9ccs257:Ot aftercare:-0.152
Number of Visits:-0.142
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.124
Diagnosis:9ccs126:Ot up rsp in:-0.121
Diagnosis:9ccs7:Viral infect:-0.112
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.110
Maternal Lab History: TP PERIOD-otherPregnancy:-0.108
Maternal Lab History: FERRITIN-otherPregnancy:-0.105
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.105
* Vital: Wt-gain3to7 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs92:Otitis media:0.091
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.086
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.084
Number of Visits:0.082
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.079
Diagnosis:9ccs127:COPD:0.078
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.074
Diagnosis:9ccs212:Ot bone dx:0.073
Maternal Lab History: RBC-postPregnancy:-0.073
Vital: Wt for Length ZScore-gain5to10 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs60:Acut p-h anm:1.000
Maternal Procedure History:96372-otherPregnancy:0.213
Maternal Diagnosis:9ccs181:Ot preg comp:0.176
Maternal Procedure History:97110-postPregnancy:0.153
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.139
Maternal Procedure History:97001-postPregnancy:0.137
Maternal Diagnosis:9ccs46:Bnign ut neo:0.131
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.100
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.092
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.092
* Vital: Wt for Length ZScore-avg13to16 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.693
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.330
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.155
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.130
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.124
Maternal Diagnosis:9ccs128:Asthma:0.117
Maternal Diagnosis:9ccs181:Ot preg comp:0.116
Maternal Diagnosis:9ccs48:Thyroid dsor:0.102
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.097
Maternal Diagnosis:9ccs49:DiabMel no c:0.096
* Vital: Ht-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.625
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.347
Diagnosis:9ccs10:Immuniz/scrn:0.289
Diagnosis:9ccs92:Otitis media:0.280
Number of Visits:0.252
Diagnosis:9ccs7:Viral infect:0.183
Diagnosis:9ccs257:Ot aftercare:0.180
Diagnosis:9ccs135:Intest infct:0.160
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145
Diagnosis:9ccs125:Bronchitis:0.140
Vital: Temp-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.501
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.128
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.127
Diagnosis:9ccs113:Late eff CVD:-0.094
Diagnosis:9ccs239:Superfic inj:-0.084
Diagnosis:9ccs10:Immuniz/scrn:-0.083
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.082
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.082
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.077
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.077
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.075
Vital: Ht-gain5to10 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.527
Correlated most with:
Maternal Lab History: MPV-postPregnancy:0.102
Maternal Lab History: Alk Phos-postPregnancy:0.086
Maternal Lab History: PTT-otherPregnancy:-0.082
Maternal Lab History: AST-otherPregnancy:0.077
Maternal Lab History: Varicella IgG-postPregnancy:-0.076
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.074
Maternal Lab History: POTASSIUM-postPregnancy:0.072
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.069
Maternal Lab History: IRON-postPregnancy:0.069
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068
* Vital: Wt-avg0to1 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.578
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.352
Maternal Diagnosis:9ccs184:Early labor:-0.345
Diagnosis:9ccs219:Low birth wt:-0.282
Maternal Diagnosis:9ccs185:Long pregncy:0.261
Maternal Diagnosis:9ccs183:HTN in preg:-0.159
Lab:297262 HEMOGLOBIN (HEMOCUE):0.131
Newborn Diagnosis:9ccs221:Resp distres:-0.123
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs190:Fetal distrs:0.110
Maternal Lab History: INHMOM-postPregnancy:-0.106
* Vital: Wt for Len Percentile-avg16to19 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.757
Correlated most with:
MatDeliveryAge:-0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.086
Maternal Lab History: WBC-otherPregnancy:0.078
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.076
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.075
Maternal Lab History: ESTRIOL-postPregnancy:0.074
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.072
Vital: Ht-gain0to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.576
Correlated most with:
Maternal Lab History: PTT-postPregnancy:-0.084
Maternal Lab History: FASTING-otherPregnancy:0.084
Maternal Lab History: FASTING-postPregnancy:0.077
Diagnosis:9ccs8:Oth infectns:0.072
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.071
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.071
Maternal Lab History: WBC-postPregnancy:0.070
Diagnosis:9ccs2:Septicemia:0.067
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.067
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.066
Vital: BMI-gain3to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs127:COPD:0.084
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: TP VOLUME-otherPregnancy:-0.075
Diagnosis:9ccs222:Perint jaund:-0.075
Diagnosis:9ccs92:Otitis media:0.073
Diagnosis:9ccs212:Ot bone dx:0.071
Maternal Procedure History:96372-postPregnancy:0.070
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.066
Diagnosis:9ccs122:Pneumonia:0.065
* Vital: Wt-avg13to16 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.695
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.109
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.100
Maternal Lab History: WBC-otherPregnancy:0.086
Diagnosis:9ccs136:Teeth dx:-0.078
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs143:Abdom hernia:0.077
Maternal Diagnosis:9ccs188:Pelvic obstr:0.077
Diagnosis:9ccs147:Anal/rectal:0.077
Maternal Diagnosis:9ccs186:DM in preg:-0.075
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.075
* Vital: Wt for Length ZScore-avg5to7 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.639
Correlated most with:
Maternal Diagnosis:9ccs0:No DX:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.173
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.127
Maternal Diagnosis:9ccs196:Nml preg/del:-0.119
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.111
Maternal Procedure History:J7300-postPregnancy:-0.109
Maternal Lab History: EOSINOPHIL-postPregnancy:0.106
Maternal Lab History: AFP-postPregnancy:0.103
Maternal Lab History: RUBELLA-postPregnancy:0.089
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.086
* Vital: BMI-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1341 | OR_unadj: 1.832 [1.456 2.305] | indivs AUC:0.617
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.097
Diagnosis:9ccs128:Asthma:0.092
Maternal Procedure History:S9470-postPregnancy:0.087
Diagnosis:9ccs95:Oth nerv dx:-0.086
Diagnosis:9ccs143:Abdom hernia:0.085
Maternal Lab History: EOSINOPHIL-postPregnancy:0.075
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.072
Maternal Lab History: MCH-postPregnancy:-0.072
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.068
Diagnosis:9ccs59:Anemia:0.068
Vital: Ht-gain13to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.570
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.076
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.076
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.074
Maternal Lab History: EOSINOPHIL-postPregnancy:0.066
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.066
Diagnosis:9ccs243:Poisn nonmed:0.062
Maternal Diagnosis:9ccs183:HTN in preg:-0.061
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.060
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.059
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.057
* Vital: Ht-avg3to5 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.551
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.209
Maternal Diagnosis:9ccs184:Early labor:-0.207
Diagnosis:9ccs219:Low birth wt:-0.174
Maternal Diagnosis:9ccs185:Long pregncy:0.157
Diagnosis:9ccs10:Immuniz/scrn:-0.152
Newborn Diagnosis:9ccs253:Allergy:-0.127
Diagnosis:9ccs255:Social admin:-0.111
Maternal Lab History: 3 HOUR-otherPregnancy:-0.100
Newborn Diagnosis:9ccs256:Exam/eval:-0.098
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097
Vital: Ht-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.077
Diagnosis:9ccs55:Fluid/elc dx:-0.073
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.070
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.062
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.060
Maternal Lab History: PAPP-A-otherPregnancy:0.060
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.059
Maternal Lab History: APTT-postPregnancy:0.059
Diagnosis:9ccs126:Ot up rsp in:-0.059
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.057
* Vital: HC-gain0to24 | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.641
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:0.085
Maternal Diagnosis:9ccs61:Sickle cell:0.081
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.076
Maternal Procedure History:99000-otherPregnancy:0.069
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.066
Maternal Procedure History:S9470-otherPregnancy:-0.063
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.060
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.059
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.058
Diagnosis:9ccs251:Abdomnl pain:-0.057
* Vital: BMI-avg1to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.609
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.155
Maternal Diagnosis:9ccs184:Early labor:-0.147
Diagnosis:9ccs219:Low birth wt:-0.133
Diagnosis:9ccs64:Ot hematl dx:0.098
Maternal Lab History: MONOCYTE-otherPregnancy:0.092
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Lab History: PLATELET COUNT-postPregnancy:0.083
Maternal Lab History: ANION GAP-otherPregnancy:0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.080
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.076
Vital: HC-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.597
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.296
Diagnosis:9ccs255:Social admin:-0.264
Diagnosis:9ccs126:Ot up rsp in:-0.240
Diagnosis:9ccs7:Viral infect:-0.222
Diagnosis:9ccs257:Ot aftercare:-0.195
Diagnosis:9ccs92:Otitis media:-0.179
Number of Visits:-0.177
Diagnosis:9ccs125:Bronchitis:-0.138
Diagnosis:9ccs59:Anemia:-0.135
Diagnosis:9ccs135:Intest infct:-0.125
Vital: Temp-avg0to1 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.470
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.159
Diagnosis:9ccs255:Social admin:-0.118
Diagnosis:9ccs95:Oth nerv dx:-0.116
Diagnosis:9ccs76:Meningitis:-0.098
Diagnosis:9ccs7:Viral infect:-0.093
Diagnosis:9ccs166:Oth male gen:-0.083
Diagnosis:9ccs198:Ot infl skin:-0.076
Diagnosis:9ccs257:Ot aftercare:-0.074
Diagnosis:9ccs125:Bronchitis:-0.071
Diagnosis:9ccs128:Asthma:-0.068
Vital: HC-gain0to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.540
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:-0.083
Maternal Diagnosis:9ccs211:Ot conn tiss:-0.077
Diagnosis:9ccs251:Abdomnl pain:-0.064
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.064
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.062
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.061
Diagnosis:9ccs240:Burns:-0.059
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.057
Maternal Lab History: FREE T-4-postPregnancy:0.057
Diagnosis:9ccs200:Oth skin dx:0.057
Vital: Temp-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.587
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.277
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267
Maternal Lab History: ANION GAP-otherPregnancy:0.234
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.218
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.210
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.182
Diagnosis:9ccs255:Social admin:-0.178
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:-0.175
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.173
* Vital: Wt-avg10to13 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1417 | OR_unadj: 2.797 [2.219 3.525] | indivs AUC:0.707
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.105
Newborn Diagnosis:9ccs191:Amnios dx:0.091
Maternal Procedure History:S9470-postPregnancy:0.091
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Lab History: IRON-postPregnancy:-0.072
Maternal Diagnosis:9ccs190:Fetal distrs:0.071
Maternal Diagnosis:9ccs184:Early labor:-0.069
Maternal Lab History: ESTRIOL-postPregnancy:0.069
Maternal Diagnosis:9ccs188:Pelvic obstr:0.068
* Vital: Wt for Length ZScore-gain16to24 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.568
Correlated most with:
Maternal Diagnosis:9ccs98:HTN:1.000
Maternal Diagnosis:9ccs183:HTN in preg:0.230
Maternal Procedure History:93005-otherPregnancy:0.208
Maternal Procedure History:93005-postPregnancy:0.164
Maternal Lab History: 2 HOUR-postPregnancy:0.158
Maternal Lab History: 3 HOUR-postPregnancy:-0.129
Maternal Lab History: 1 HOUR-postPregnancy:0.129
Maternal Lab History: 2 HOUR-otherPregnancy:0.125
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.125
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.119
Vital: BMI-gain1to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.469
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.121
Maternal Lab History: ALBUMIN-postPregnancy:-0.116
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.095
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.089
Number of Visits:0.088
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.081
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.081
Maternal Diagnosis:9ccs184:Early labor:0.078
Diagnosis:9ccs257:Ot aftercare:0.076
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.069
Vital: Wt-gain1to5 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.129
Number of Visits:0.107
Maternal Lab History: ALBUMIN-postPregnancy:-0.107
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.095
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.095
Diagnosis:9ccs257:Ot aftercare:0.090
Lab:297275 STREP RAPID TEST (POCT):-0.085
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.082
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.082
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.082
* Vital: Wt-gain0to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.599
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:-0.082
Maternal Lab History: FREE T3-postPregnancy:0.078
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.071
Maternal Lab History: FASTING-otherPregnancy:0.068
Maternal Lab History: PTT-postPregnancy:-0.068
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.067
Diagnosis:9ccs216:Nerv cong an:-0.067
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.065
Diagnosis:9ccs8:Oth infectns:0.064
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.064
Vital: Temp-avg1to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:-0.106
Diagnosis:9ccs7:Viral infect:-0.100
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.096
Maternal Lab History: COLONY COUNT-postPregnancy:-0.090
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.089
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.086
Diagnosis:9ccs134:Ot uppr resp:0.086
Diagnosis:9ccs10:Immuniz/scrn:-0.086
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.078
Maternal Procedure History:99000-otherPregnancy:0.078
* Vital: BMI-avg7to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.666
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.104
Diagnosis:9ccs128:Asthma:0.087
Maternal Procedure History:S9470-postPregnancy:0.087
Diagnosis:9ccs125:Bronchitis:0.084
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: URINE PH-otherPregnancy:-0.077
Maternal Lab History: APTT-postPregnancy:-0.077
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.077
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.076
Diagnosis:9ccs95:Oth nerv dx:-0.073
Vital: Ht-avg7to10 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.511
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.153
Maternal Diagnosis:9ccs184:Early labor:-0.145
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Diagnosis:9ccs219:Low birth wt:-0.081
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.081
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.076
Maternal Lab History: AST (SGOT)-postPregnancy:0.075
Maternal Lab History: TP VOLUME-otherPregnancy:-0.070
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.069
Vital: Ht-gain10to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.085
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.072
Maternal Lab History: GAMMA GT-otherPregnancy:0.071
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.069
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.064
Maternal Lab History: LDH-postPregnancy:0.063
Lab:292495 LEAD LEVEL - Sunrise:0.062
Maternal Lab History: LDH-otherPregnancy:0.060
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.059
Vital: Ht-gain3to7 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccs127:COPD:0.093
Number of Visits:0.084
Maternal Lab History: TP VOLUME-otherPregnancy:-0.081
Diagnosis:9ccs92:Otitis media:0.080
Diagnosis:9ccs126:Ot up rsp in:0.078
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.077
Diagnosis:9ccs212:Ot bone dx:0.072
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.072
Diagnosis:9ccs47:Ot bnign neo:-0.070
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.068
Vital: Wt for Length ZScore-gain7to13 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1479 | OR_unadj: 1.133 [0.902 1.422] | indivs AUC:0.569
Correlated most with:
Maternal Diagnosis:9ccs61:Sickle cell:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.134
Lab:294205 TSH REFLEX TO FT4 - LMC:0.126
Maternal Diagnosis:9ccs46:Bnign ut neo:0.115
Maternal Diagnosis:9ccs196:Nml preg/del:-0.110
Maternal Diagnosis:9ccs181:Ot preg comp:0.108
Diagnosis:10ccs58:Ot nutrit dx:0.083
Maternal Diagnosis:9ccs60:Acut p-h anm:0.076
Diagnosis:9ccs8:Oth infectns:0.076
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.076
* Vital: HC-gain3to7 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.529
Correlated most with:
Number of Visits:0.080
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.074
Maternal Lab History: TP VOLUME-otherPregnancy:-0.068
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.064
Maternal Procedure History:45300-postPregnancy:-0.063
Maternal Procedure History:96372-postPregnancy:0.063
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.062
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:-0.062
Diagnosis:9ccs92:Otitis media:0.061
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.060
Vital: HC-gain5to10 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: IRON-postPregnancy:0.086
Maternal Lab History: MPV-postPregnancy:0.083
Maternal Lab History: BASOPHIL-postPregnancy:-0.079
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: Alk Phos-postPregnancy:0.075
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.072
Diagnosis:9ccs257:Ot aftercare:0.070
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.065
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.065
Diagnosis:9ccs154:Gastroent:-0.065
* Vital: Wt for Length ZScore-gain3to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.566
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.373
Maternal Procedure History:45300-postPregnancy:0.122
Maternal Lab History: RDW-postPregnancy:0.112
Maternal Diagnosis:9ccs155:Other GI dx:0.112
Maternal Procedure History:85018-postPregnancy:0.107
Maternal Lab History: TP PERIOD-otherPregnancy:0.104
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.101
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.097
* Vital: Wt Change-avg19to24 | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 879 | OR_unadj: 1.673 [1.252 2.235] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.145
Number of Visits:-0.130
Diagnosis:9ccs257:Ot aftercare:-0.125
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.113
Diagnosis:9ccs126:Ot up rsp in:-0.112
Diagnosis:9ccs7:Viral infect:-0.111
Maternal Lab History: GFR in African American-otherPregnancy:0.103
Maternal Lab History: GFR Calculation-otherPregnancy:0.103
Diagnosis:9ccs135:Intest infct:-0.093
Maternal Lab History: HERPES II IgG-postPregnancy:-0.089
Vital: Ht-gain7to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.097
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.086
Maternal Lab History: NT MoM-otherPregnancy:-0.085
Maternal Lab History: INHMOM-otherPregnancy:-0.084
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.083
Maternal Lab History: INHMOM-postPregnancy:-0.079
Maternal Diagnosis:9ccs183:HTN in preg:-0.079
Maternal Lab History: PTT-otherPregnancy:0.077
Maternal Lab History: HCG-otherPregnancy:-0.077
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.070
Vital: Wt-gain5to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.565
Correlated most with:
Maternal Lab History: PTT-otherPregnancy:-0.090
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.084
Maternal Lab History: Varicella IgG-postPregnancy:-0.081
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080
Maternal Lab History: AST-otherPregnancy:0.078
Diagnosis:9ccs259:Unclassified:-0.076
Maternal Lab History: MPV-postPregnancy:0.075
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.073
Maternal Lab History: Alk Phos-postPregnancy:0.071
Number of Visits:0.070
* Vital: HC-avg19to24 | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.640
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:0.085
Maternal Diagnosis:9ccs61:Sickle cell:0.081
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.072
Maternal Procedure History:S9470-otherPregnancy:-0.068
Maternal Procedure History:99000-otherPregnancy:0.066
Diagnosis:9ccs143:Abdom hernia:0.064
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.060
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.059
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.059
Maternal Diagnosis:9ccs185:Long pregncy:0.058
* Vital: Wt-avg3to5 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.667
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.187
Maternal Diagnosis:9ccs184:Early labor:-0.178
Maternal Diagnosis:9ccs185:Long pregncy:0.149
Diagnosis:9ccs219:Low birth wt:-0.140
Diagnosis:9ccs138:Esophgeal dx:-0.105
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: LIPASE-postPregnancy:0.099
Maternal Lab History: IRON-postPregnancy:-0.095
Newborn Diagnosis:9ccs253:Allergy:-0.093
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.089
Vital: Temp-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.464
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.219
Diagnosis:9ccs255:Social admin:-0.172
Diagnosis:9ccs257:Ot aftercare:-0.140
Diagnosis:9ccs7:Viral infect:-0.138
Diagnosis:9ccs126:Ot up rsp in:-0.136
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.089
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.087
Diagnosis:9ccs125:Bronchitis:-0.086
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.085
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.083
* Vital: Ht-avg0to1 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.490
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.333
Maternal Diagnosis:9ccs184:Early labor:-0.327
Diagnosis:9ccs219:Low birth wt:-0.286
Maternal Diagnosis:9ccs185:Long pregncy:0.213
Maternal Diagnosis:9ccs183:HTN in preg:-0.149
Newborn Diagnosis:9ccs253:Allergy:-0.131
Newborn Diagnosis:9ccs221:Resp distres:-0.120
Lab:297262 HEMOGLOBIN (HEMOCUE):0.114
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs190:Fetal distrs:0.103
* Vital: BMI-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1462 | OR_unadj: 1.439 [1.146 1.808] | indivs AUC:0.584
Correlated most with:
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.072
Maternal Lab History: EOSINOPHIL-postPregnancy:0.071
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.069
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.064
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.064
Maternal Lab History: LDL-postPregnancy:-0.063
Diagnosis:9ccs243:Poisn nonmed:0.059
Maternal Diagnosis:9ccs183:HTN in preg:-0.059
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.058
* Vital: Ht-gain1to5 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.415
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:-0.117
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.102
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.097
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.097
Number of Visits:0.090
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.085
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.085
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.084
Lab:297275 STREP RAPID TEST (POCT):-0.080
* Vital: Wt-avg5to7 | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.660
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.121
Maternal Diagnosis:9ccs185:Long pregncy:0.115
Newborn Diagnosis:9ccs219:Low birth wt:-0.110
Diagnosis:9ccs138:Esophgeal dx:-0.100
Diagnosis:9ccs219:Low birth wt:-0.090
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.084
Diagnosis:9ccs95:Oth nerv dx:-0.084
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.081
Diagnosis:9ccs128:Asthma:0.080
Maternal Procedure History:S9470-postPregnancy:0.077
Vital: HC-avg13to16 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.575
Correlated most with:
Maternal Procedure History:S9470-otherPregnancy:-0.087
Maternal Diagnosis:9ccs190:Fetal distrs:0.084
Lab:297262 HEMOGLOBIN (HEMOCUE):0.082
Maternal Diagnosis:9ccs238:Complic proc:0.077
Diagnosis:9ccs143:Abdom hernia:0.073
Newborn Diagnosis:9ccs224:Ot perint dx:0.068
Diagnosis:9ccs62:Coag/hemr dx:0.066
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.065
Diagnosis:9ccs76:Meningitis:-0.063
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.058
Vital: BMI-gain7to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.529
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:0.119
Maternal Lab History: APF MoM-otherPregnancy:-0.107
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.095
Maternal Lab History: INHMOM-otherPregnancy:-0.093
Maternal Lab History: NT MoM-otherPregnancy:-0.090
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.090
Maternal Lab History: INHMOM-postPregnancy:-0.084
Maternal Lab History: HCG-otherPregnancy:-0.083
Maternal Lab History: PTT-otherPregnancy:0.080
Maternal Lab History: Alk Phos-postPregnancy:-0.074
* Vital: Wt for Length ZScore-avg1to3 | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.570
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.994
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.336
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.335
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.264
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.172
Vital: Temp-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.529
Correlated most with:
Maternal Procedure History:97001-postPregnancy:-0.191
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.118
Maternal Procedure History:97110-postPregnancy:-0.100
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.088
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.087
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.086
Diagnosis:9ccs122:Pneumonia:0.081
Number of Visits:0.078
Maternal Lab History: BETA HCG FREE-postPregnancy:0.074
Maternal Procedure History:45300-postPregnancy:-0.074
Vital: HC-gain1to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.432
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.097
Maternal Lab History: ALBUMIN-postPregnancy:-0.089
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:0.086
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080
Maternal Lab History: FERRITIN-otherPregnancy:-0.078
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.075
* Vital: Ht Percentile-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.566
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.085
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.073
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.071
Diagnosis:9ccs59:Anemia:-0.070
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.069
Maternal Diagnosis:9ccs155:Other GI dx:0.066
Maternal Procedure History:59430-postPregnancy:-0.066
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.066
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.065
* Vital: Wt-avg1to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.647
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.301
Maternal Diagnosis:9ccs184:Early labor:-0.294
Diagnosis:9ccs219:Low birth wt:-0.233
Maternal Diagnosis:9ccs185:Long pregncy:0.167
Newborn Diagnosis:9ccs221:Resp distres:-0.122
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117
Newborn Diagnosis:9ccs222:Perint jaund:-0.116
Newborn Diagnosis:9ccs253:Allergy:-0.104
Lab:297262 HEMOGLOBIN (HEMOCUE):0.103
Maternal Diagnosis:9ccs183:HTN in preg:-0.096
Vital: Wt for Len Percentile-gain16to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1353 | OR_unadj: 0.799 [0.624 1.024] | indivs AUC:0.476
Correlated most with:
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.077
Diagnosis:9ccs126:Ot up rsp in:-0.074
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.073
Maternal Lab History: AST-otherPregnancy:-0.068
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.063
Maternal Diagnosis:9ccs59:Anemia:0.063
Maternal Lab History: POTASSIUM-otherPregnancy:0.062
Maternal Lab History: BASOPHIL-postPregnancy:-0.062
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.062
Maternal Lab History: TEST NAME-postPregnancy:-0.060
Vital: BMI-gain10to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.481
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.086
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.081
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.080
Maternal Lab History: GAMMA GT-otherPregnancy:0.072
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.068
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.068
Maternal Lab History: LDH-postPregnancy:0.060
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.060
Maternal Diagnosis:9ccs183:HTN in preg:0.060
Maternal Lab History: URINE CULTURE-postPregnancy:0.060
Vital: Temp-avg3to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.451
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:0.085
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083
Maternal Lab History: URINE CULTURE-postPregnancy:-0.083
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.078
Diagnosis:9ccs7:Viral infect:-0.078
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.072
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.071
Diagnosis:9ccs155:Other GI dx:0.068
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.066
Maternal Lab History: INR-postPregnancy:-0.064
* Vital: Ht-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.566
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:-0.166
Maternal Diagnosis:9ccs184:Early labor:-0.123
Diagnosis:9ccs246:FUO:0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.106
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Diagnosis:9ccs219:Low birth wt:-0.085
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.074
Maternal Diagnosis:9ccs181:Ot preg comp:0.071
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.070
Maternal Procedure History:86580-otherPregnancy:0.070
Vital: Ht-avg13to16 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.545
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.091
Diagnosis:9ccs240:Burns:0.087
Maternal Diagnosis:9ccs184:Early labor:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Diagnosis:9ccs133:Oth low resp:0.071
Maternal Lab History: RBC-otherPregnancy:0.068
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.062
Diagnosis:9ccs200:Oth skin dx:0.061
Diagnosis:9ccs256:Exam/eval:0.061
Vital: Ht Percentile-gain16to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.085
Diagnosis:9ccs59:Anemia:-0.077
Maternal Lab History: BUN-postPregnancy:0.074
Maternal Lab History: MONOS-postPregnancy:-0.067
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.066
Maternal Lab History: MPV-postPregnancy:0.065
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.062
Number of Visits:-0.062
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.061
Maternal Procedure History:90649-postPregnancy:0.060
* Vital: BMI-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.656
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.107
Maternal Procedure History:96372-postPregnancy:-0.100
Maternal Lab History: EOSINOPHIL-postPregnancy:0.093
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.088
Maternal Lab History: MCH-postPregnancy:-0.082
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080
Maternal Lab History: FASTING-otherPregnancy:-0.078
Maternal Lab History: PLATELET COUNT-postPregnancy:0.076
Maternal Lab History: 3 HOUR-otherPregnancy:0.074
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.074
Vital: HC-gain7to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.553
Correlated most with:
Maternal Lab History: Alk Phos-postPregnancy:-0.096
Maternal Lab History: APF MoM-otherPregnancy:-0.079
Maternal Diagnosis:9ccs183:HTN in preg:-0.077
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.073
Diagnosis:9ccs58:Ot nutrit dx:-0.072
Maternal Procedure History:99401-postPregnancy:-0.072
Maternal Lab History: INHMOM-postPregnancy:-0.072
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.071
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.070
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.070
Vital: Temp-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.545
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.158
Diagnosis:9ccs255:Social admin:-0.148
Diagnosis:9ccs239:Superfic inj:-0.112
Diagnosis:9ccs126:Ot up rsp in:-0.111
Number of Visits:-0.106
Diagnosis:9ccs240:Burns:-0.093
Diagnosis:9ccs257:Ot aftercare:-0.092
Diagnosis:9ccs258:Other screen:-0.086
Diagnosis:9ccs90:Eye infectn:-0.082
Diagnosis:9ccs133:Oth low resp:-0.081
* Vital: Wt-gain7to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.618
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.117
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.100
Maternal Lab History: NT MoM-otherPregnancy:-0.100
Maternal Lab History: INHMOM-otherPregnancy:-0.100
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.099
Maternal Lab History: PTT-otherPregnancy:0.094
Maternal Lab History: HCG-otherPregnancy:-0.091
Maternal Lab History: INHMOM-postPregnancy:-0.087
Maternal Lab History: APTT-postPregnancy:0.081
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.078
Vital: HC-avg0to1 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.520
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.278
Newborn Diagnosis:9ccs219:Low birth wt:-0.277
Diagnosis:9ccs219:Low birth wt:-0.224
Maternal Diagnosis:9ccs185:Long pregncy:0.192
Lab:297262 HEMOGLOBIN (HEMOCUE):0.123
Newborn Diagnosis:9ccs222:Perint jaund:-0.113
Maternal Diagnosis:9ccs190:Fetal distrs:0.108
Maternal Lab History: HERPES I IgG-postPregnancy:-0.105
Diagnosis:9ccs205:Back problem:-0.092
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Vital: HR-postPregnancy | coef 0.003 95% CI: [0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 489 | OR_unadj: 0.990 [0.709 1.381] | indivs AUC:0.528
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744
Vital: HR-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.455
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.087
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.068
Maternal Procedure History:58300-postPregnancy:-0.067
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.066
Diagnosis:9ccs124:Tonsillitis:-0.063
Diagnosis:9ccs127:COPD:-0.063
Diagnosis:9ccs96:Hrt valve dx:-0.062
Diagnosis:9ccs117:Ot circul dx:-0.061
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.060
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.058
* Vital: Ht-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.574
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.096
Maternal Lab History: PAPP-A MoM-postPregnancy:0.082
Maternal Procedure History:59430-postPregnancy:-0.077
Maternal Diagnosis:9ccs155:Other GI dx:0.076
Diagnosis:9ccs147:Anal/rectal:0.075
Newborn Diagnosis:9ccs219:Low birth wt:-0.072
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.069
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.069
Maternal Diagnosis:9ccs181:Ot preg comp:0.069
Maternal Lab History: FERRITIN-postPregnancy:-0.068
Vital: HC-gain10to16 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.459
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:0.092
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.085
Maternal Lab History: ALBUMIN-postPregnancy:-0.081
Diagnosis:9ccs239:Superfic inj:-0.073
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.070
Diagnosis:9ccs83:Epilepsy/cnv:0.068
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.066
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.066
Maternal Lab History: MCV-postPregnancy:-0.065
Newborn Diagnosis:9ccs96:Hrt valve dx:0.064
Vital: Wt for Len Percentile-gain13to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.545
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.080
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: LDL-postPregnancy:-0.075
Maternal Lab History: BASOPHIL-postPregnancy:0.074
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.065
Maternal Lab History: MONOCYTE-postPregnancy:-0.065
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.065
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.065
Maternal Lab History: TP VOLUME-otherPregnancy:-0.062
* Vital: Ht-avg5to7 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.599
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.243
Maternal Diagnosis:9ccs184:Early labor:-0.152
Newborn Diagnosis:9ccs219:Low birth wt:-0.150
Maternal Diagnosis:9ccs185:Long pregncy:0.115
Diagnosis:9ccs219:Low birth wt:-0.106
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.098
Diagnosis:9ccs3:Oth bact inf:0.097
Newborn Diagnosis:9ccs218:Liveborn:-0.097
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.088
Newborn Diagnosis:9ccs253:Allergy:-0.083
* Vital: Wt for Length ZScore-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.656
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.918
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.916
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.794
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.792
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.788
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787
* Vital: Wt for Len Percentile-avg7to10 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.672
Correlated most with:
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.088
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Lab History: APTT-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.077
Maternal Procedure History:S9470-postPregnancy:0.076
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.074
MatDeliveryAge:-0.073
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Vital: Wt for Length ZScore-avg0to1 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.576
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449
Vital: Wt for Length ZScore-gain0to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.576
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c:1.000
Maternal Diagnosis:9ccs186:DM in preg:0.454
Newborn Diagnosis:9ccs259:Unclassified:0.168
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.127
MatDeliveryAge:0.121
Maternal Lab History: TP VOLUME-otherPregnancy:0.115
Lab:294147 FREE T4 - LMC:-0.114
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.108
Newborn Diagnosis:9ccs253:Allergy:0.104
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.103
Vital: Wt for Length ZScore-gain13to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.461
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd:1.000
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.151
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.138
Maternal Diagnosis:9ccs5:HIV infectn:0.130
Maternal Diagnosis:9ccs7:Viral infect:0.130
Maternal Lab History: MONOCYTE-otherPregnancy:0.119
Maternal Diagnosis:9ccs48:Thyroid dsor:0.110
Maternal Diagnosis:9ccs181:Ot preg comp:0.108
Diagnosis:9ccs55:Fluid/elc dx:0.100
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.089
Diagnosis:9ccs94:Other ear dx | coef 0.002 95% CI: [-0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.205
Diagnosis:9ccs113:Late eff CVD:0.198
Number of Visits:0.175
Diagnosis:9ccs92:Otitis media:0.119
Diagnosis:9ccs126:Ot up rsp in:0.101
Diagnosis:9ccs95:Oth nerv dx:0.101
Maternal Procedure History:45300-postPregnancy:0.089
Diagnosis:9ccs127:COPD:0.084
Diagnosis:9ccs7:Viral infect:0.080
* Vital: Ht Percentile-gain7to13 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.560
Correlated most with:
Maternal Lab History: NT MoM-otherPregnancy:-0.093
Maternal Lab History: APF MoM-otherPregnancy:-0.091
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.090
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.087
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.085
Maternal Lab History: URINE CULTURE-postPregnancy:-0.082
Lab:292495 LEAD LEVEL - Sunrise:-0.080
Maternal Lab History: FERRITIN-otherPregnancy:-0.079
Maternal Lab History: HCG-otherPregnancy:-0.079
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.077
Vital: Ht Percentile-gain13to19 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.549
Correlated most with:
Maternal Lab History: GLUCOSE-otherPregnancy:0.074
Diagnosis:9ccs244:Other injury:0.068
Newborn Diagnosis:9ccs191:Amnios dx:-0.067
Newborn Diagnosis:9ccs223:Birth trauma:-0.066
Maternal Lab History: 1 HOUR-postPregnancy:-0.065
Diagnosis:9ccs259:Unclassified:0.064
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.063
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.060
Maternal Diagnosis:9ccs181:Ot preg comp:0.058
Maternal Lab History: POLYS-postPregnancy:-0.058
* Vital: Wt-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.660
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.089
Maternal Procedure History:S9470-postPregnancy:0.086
Maternal Diagnosis:9ccs184:Early labor:-0.084
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Maternal Lab History: URINE PH-otherPregnancy:-0.080
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.079
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.075
Diagnosis:9ccs128:Asthma:0.073
Vital: HC-gain16to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.555
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.094
Maternal Diagnosis:9ccs98:HTN:-0.089
Maternal Lab History: POTASSIUM-otherPregnancy:0.083
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.078
Diagnosis:9ccs134:Ot uppr resp:-0.076
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.067
Maternal Lab History: RUBELLA-otherPregnancy:-0.063
Maternal Lab History: TP VOLUME-otherPregnancy:0.060
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.059
Maternal Procedure History:90801-postPregnancy:-0.056
Vital: Wt for Len Percentile-gain7to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.123
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.113
Maternal Lab History: INHMOM-otherPregnancy:-0.110
Maternal Lab History: NT MoM-otherPregnancy:-0.102
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.101
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.098
Maternal Lab History: HCG-otherPregnancy:-0.095
Maternal Lab History: APTT-postPregnancy:0.093
Maternal Lab History: INHMOM-postPregnancy:-0.089
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.088
* Vital: Ht Percentile-avg19to24 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.541
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.086
Diagnosis:9ccs136:Teeth dx:-0.078
Maternal Procedure History:59430-postPregnancy:-0.077
Diagnosis:9ccs59:Anemia:-0.076
Maternal Diagnosis:9ccs155:Other GI dx:0.069
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.067
Maternal Diagnosis:9ccs185:Long pregncy:0.066
Maternal Diagnosis:9ccs184:Early labor:-0.066
Maternal Lab History: PAPP-A-postPregnancy:-0.063
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.062
* Vital: Ht-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.600
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.297
Newborn Diagnosis:9ccs219:Low birth wt:-0.290
Diagnosis:9ccs219:Low birth wt:-0.225
Maternal Diagnosis:9ccs185:Long pregncy:0.182
Newborn Diagnosis:9ccs221:Resp distres:-0.146
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126
Newborn Diagnosis:9ccs256:Exam/eval:-0.108
Newborn Diagnosis:9ccs253:Allergy:-0.106
Newborn Diagnosis:9ccs222:Perint jaund:-0.099
Lab:297262 HEMOGLOBIN (HEMOCUE):0.095
Vital: Ht Percentile-gain3to7 | coef 0.002 95% CI: [-0.001 , 0.006] | OR_adj 1.002 [0.999 1.006] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: ANION GAP-postPregnancy:-0.083
Maternal Lab History: GFR Calculation-postPregnancy:-0.080
Maternal Lab History: GFR in African American-postPregnancy:-0.080
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.078
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.078
Diagnosis:9ccs154:Gastroent:-0.076
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.075
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.072
Maternal Lab History: PAPP-A-postPregnancy:-0.072
Maternal Lab History: MONOCYTE-otherPregnancy:0.071
* Vital: Wt for Len Percentile-avg13to16 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.004] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.702
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.078
MatDeliveryAge:-0.076
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.076
Diagnosis:9ccs147:Anal/rectal:0.072
Maternal Diagnosis:9ccs188:Pelvic obstr:0.071
Maternal Diagnosis:9ccs186:DM in preg:-0.069
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.068
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.067
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.065
* Vital: Wt Change-avg16to19 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.565
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.130
Diagnosis:9ccs239:Superfic inj:-0.097
Diagnosis:9ccs125:Bronchitis:-0.097
Diagnosis:9ccs7:Viral infect:-0.097
Number of Visits:-0.094
Diagnosis:9ccs128:Asthma:-0.090
Diagnosis:9ccs257:Ot aftercare:-0.086
Diagnosis:9ccs126:Ot up rsp in:-0.086
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.085
Maternal Lab History: hCG MoM-postPregnancy:-0.085
* Vital: HC-avg16to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.563
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:-0.103
Lab:297262 HEMOGLOBIN (HEMOCUE):0.093
Diagnosis:9ccs143:Abdom hernia:0.078
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.078
Newborn Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: MPV-postPregnancy:0.072
Maternal Lab History: CREATININE-postPregnancy:0.071
Maternal Diagnosis:9ccs238:Complic proc:0.070
MatDeliveryAge:0.068
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.068
* Vital: BMI Percentile-latest | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 247 | OR_unadj: 2.918 [2.034 4.185] | indivs AUC:0.608
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.094
Newborn Diagnosis:9ccs253:Allergy:-0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.088
Diagnosis:9ccs48:Thyroid dsor:-0.084
Maternal Procedure History:99401-otherPregnancy:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Diagnosis:9ccs58:Ot nutrit dx:0.073
Maternal Procedure History:90649-postPregnancy:0.071
Newborn Diagnosis:9ccs191:Amnios dx:0.071
Diagnosis:9ccs209:Ot acq defor:0.071
Vital: Wt for Len Percentile-gain10to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.472
Correlated most with:
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.091
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.071
Maternal Lab History: APTT-postPregnancy:-0.067
Newborn Diagnosis:9ccs223:Birth trauma:0.064
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.064
Maternal Lab History: ESTRIOL-otherPregnancy:-0.062
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.060
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.059
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.058
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.058
Vital: Wt Percentile-gain16to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.089
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.082
Diagnosis:9ccs143:Abdom hernia:-0.079
Diagnosis:9ccs4:Mycoses:-0.071
Diagnosis:9ccs135:Intest infct:-0.070
Maternal Diagnosis:9ccs59:Anemia:0.068
Diagnosis:9ccs127:COPD:-0.064
Maternal Lab History: APTT-postPregnancy:0.064
Maternal Procedure History:86580-otherPregnancy:-0.061
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.059
Vital: HR-avg10to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.098
Maternal Lab History: PO2-postPregnancy:-0.096
Maternal Lab History: TP VOLUME-otherPregnancy:0.077
Diagnosis:9ccs244:Other injury:-0.076
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.074
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.074
Maternal Lab History: BUN-otherPregnancy:0.070
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.069
Diagnosis:9ccs159:UTI:0.068
Diagnosis:9ccs58:Ot nutrit dx:0.066
Vital: HR-avg7to10 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: TP VOLUME-otherPregnancy:0.106
Maternal Procedure History:87880-postPregnancy:0.097
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.089
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.082
Diagnosis:9ccs127:COPD:-0.082
Maternal Lab History: LDL-otherPregnancy:0.081
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.076
Maternal Lab History: HEMATOCRIT-postPregnancy:0.075
Number of Visits:-0.074
Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.073
Diagnosis:9ccs255:Social admin | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.472
Diagnosis:9ccs126:Ot up rsp in:0.356
Number of Visits:0.205
Diagnosis:9ccs92:Otitis media:0.205
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs257:Ot aftercare:0.197
Diagnosis:9ccs7:Viral infect:0.189
Diagnosis:9ccs125:Bronchitis:0.138
Diagnosis:9ccs135:Intest infct:0.136
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.507
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449
* Vital: HC-avg1to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.578
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.245
Maternal Diagnosis:9ccs184:Early labor:-0.244
Diagnosis:9ccs219:Low birth wt:-0.191
Maternal Diagnosis:9ccs185:Long pregncy:0.147
Newborn Diagnosis:9ccs221:Resp distres:-0.114
Lab:297262 HEMOGLOBIN (HEMOCUE):0.102
Newborn Diagnosis:9ccs222:Perint jaund:-0.094
Maternal Diagnosis:9ccs182:Hemorr preg:-0.094
Newborn Diagnosis:9ccs253:Allergy:-0.090
Maternal Lab History: ANION GAP-otherPregnancy:0.090
Vital: Wt Percentile-gain10to16 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:0.164
Diagnosis:9ccs0:No DX:0.147
Maternal Lab History: APTT-postPregnancy:-0.102
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.096
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.086
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.085
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.084
Lab:292495 LEAD LEVEL - Sunrise:0.083
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.080
Maternal Lab History: HERPES I IgG-postPregnancy:-0.078
Vital: HC-gain13to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.531
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.078
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.069
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.068
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.068
Maternal Lab History: COLONY COUNT-postPregnancy:-0.064
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.062
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.061
Diagnosis:9ccs166:Oth male gen:-0.060
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.060
* Vital: HC-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.605
Correlated most with:
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.173
Diagnosis:9ccs10:Immuniz/scrn:-0.162
Maternal Lab History: IRON-postPregnancy:-0.156
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.154
Diagnosis:9ccs3:Oth bact inf:-0.152
Diagnosis:9ccs255:Social admin:-0.137
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.134
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.131
Diagnosis:9ccs7:Viral infect:-0.123
Diagnosis:9ccs126:Ot up rsp in:-0.112
Vital: Wt Percentile-gain5to10 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.531
Correlated most with:
Maternal Lab History: URINE CULTURE-otherPregnancy:0.145
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.102
Diagnosis:9ccs92:Otitis media:0.091
Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.086
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.083
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.083
Maternal Lab History: IRON-postPregnancy:0.083
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.081
Diagnosis:9ccs125:Bronchitis:0.078
Maternal Lab History: GLUCOSE-otherPregnancy:-0.073
Vital: Wt Change-avg5to7 | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs125:Bronchitis:-0.121
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.107
Diagnosis:9ccs92:Otitis media:-0.106
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.089
Number of Visits:-0.088
Diagnosis:9ccs7:Viral infect:-0.086
Maternal Lab History: GFR in African American-postPregnancy:-0.085
Maternal Lab History: GFR Calculation-postPregnancy:-0.084
Maternal Procedure History:93005-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.079
* Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.634
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.107
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.078
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.078
Maternal Lab History: CREATININE-postPregnancy:0.077
Newborn Diagnosis:9ccs191:Amnios dx:0.076
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.076
Diagnosis:9ccs128:Asthma:0.070
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.065
* Vital: Ht Percentile-gain0to24 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.549
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.084
Maternal Procedure History:59430-postPregnancy:-0.077
Diagnosis:9ccs136:Teeth dx:-0.075
Diagnosis:9ccs59:Anemia:-0.074
Maternal Diagnosis:9ccs185:Long pregncy:0.071
Maternal Diagnosis:9ccs155:Other GI dx:0.068
Maternal Diagnosis:9ccs184:Early labor:-0.066
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.065
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.062
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.062
* Vital: Ht-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 482 | OR_unadj: 0.662 [0.460 0.953] | indivs AUC:0.425
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.996
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.919
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.915
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.783
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.714
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.711
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.667
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.663
Vital: Wt Percentile-gain13to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.556
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.084
Maternal Lab History: MONOCYTE-postPregnancy:-0.083
Maternal Procedure History:90746-postPregnancy:0.077
Maternal Lab History: 1 HOUR-postPregnancy:-0.072
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.072
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.071
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.069
Maternal Lab History: URINE CULTURE-postPregnancy:-0.068
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.068
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.067
Vital: Wt Percentile-avg0to1 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 299 | OR_unadj: 1.324 [0.896 1.956] | indivs AUC:0.547
Correlated most with:
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.136
Maternal Lab History: COLONY COUNT-postPregnancy:0.127
Maternal Lab History: NT MoM-otherPregnancy:-0.123
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.117
Maternal Lab History: HCG-otherPregnancy:-0.117
Maternal Lab History: INHMOM-postPregnancy:-0.116
Maternal Lab History: APF MoM-otherPregnancy:-0.115
Maternal Diagnosis:9ccs185:Long pregncy:0.114
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.114
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.114
Vital: Wt Change-avg10to13 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 616 | OR_unadj: 1.170 [0.832 1.646] | indivs AUC:0.481
Correlated most with:
Maternal Procedure History:J7302-postPregnancy:0.145
Maternal Lab History: IRON-postPregnancy:-0.143
Maternal Lab History: UIBC-postPregnancy:0.134
Maternal Lab History: FERRITIN-otherPregnancy:-0.115
Diagnosis:9ccs92:Otitis media:-0.114
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.110
Number of Visits:-0.107
Diagnosis:9ccs257:Ot aftercare:-0.091
Diagnosis:9ccs125:Bronchitis:-0.090
Maternal Lab History: APF MoM-otherPregnancy:-0.088
Vital: HC-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.569
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.154
Maternal Diagnosis:9ccs184:Early labor:-0.150
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Newborn Diagnosis:9ccs221:Resp distres:-0.100
Diagnosis:9ccs219:Low birth wt:-0.091
Lab:297262 HEMOGLOBIN (HEMOCUE):0.089
Maternal Lab History: APF MoM-otherPregnancy:-0.083
Maternal Lab History: INHMOM-otherPregnancy:-0.081
Newborn Diagnosis:9ccs224:Ot perint dx:0.079
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs113:Late eff CVD:0.219
Diagnosis:9ccs94:Other ear dx:0.205
Diagnosis:9ccs95:Oth nerv dx:0.179
Number of Visits:0.130
Diagnosis:9ccs10:Immuniz/scrn:0.122
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.101
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.091
Diagnosis:9ccs126:Ot up rsp in:0.089
Diagnosis:9ccs216:Nerv cong an:0.078
Vital: Wt Change-avg13to16 | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 626 | OR_unadj: 0.825 [0.577 1.179] | indivs AUC:0.474
Correlated most with:
Maternal Procedure History:J7302-postPregnancy:-0.139
Diagnosis:9ccs92:Otitis media:-0.111
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Number of Visits:-0.094
Diagnosis:9ccs125:Bronchitis:-0.087
Diagnosis:9ccs126:Ot up rsp in:-0.087
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.085
Diagnosis:9ccs257:Ot aftercare:-0.081
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.078
Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.472
Diagnosis:9ccs126:Ot up rsp in:0.309
Diagnosis:9ccs7:Viral infect:0.243
Diagnosis:9ccs257:Ot aftercare:0.212
Diagnosis:9ccs92:Otitis media:0.200
Diagnosis:9ccs253:Allergy:0.198
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.161
Diagnosis:9ccs90:Eye infectn:0.151
* Vital: Ht-gain0to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.609
Correlated most with:
Maternal Procedure History:90801-postPregnancy:-0.157
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.131
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.130
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.108
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.097
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.096
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.087
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.087
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.086
Maternal Diagnosis:9ccs185:Long pregncy:0.079
Vital: Ht Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.110
Diagnosis:9ccs0:No DX:0.103
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.087
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.085
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.070
Lab:292495 LEAD LEVEL - Sunrise:0.069
Maternal Lab History: URINE CULTURE-postPregnancy:0.068
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.064
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.063
Maternal Lab History: FERRITIN-otherPregnancy:0.062
* Vital: Ht-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.611
Correlated most with:
Maternal Procedure History:90801-postPregnancy:-0.156
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.132
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.124
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.103
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.096
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.086
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.086
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.083
Maternal Diagnosis:9ccs185:Long pregncy:0.077
Vital: Wt Percentile-gain7to13 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 663 | OR_unadj: 1.165 [0.818 1.659] | indivs AUC:0.570
Correlated most with:
Maternal Lab History: HCG-otherPregnancy:-0.180
Maternal Lab History: NT MoM-otherPregnancy:-0.179
Maternal Lab History: APF MoM-otherPregnancy:-0.175
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.175
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.165
Maternal Lab History: INHMOM-otherPregnancy:-0.155
Maternal Lab History: INHMOM-postPregnancy:-0.144
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.142
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.135
Maternal Lab History: HERPES I IgG-postPregnancy:0.129
* Vital: HR-avg5to7 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.138
Maternal Procedure History:93005-otherPregnancy:0.119
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.116
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.099
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.098
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.095
Maternal Lab History: 2 HOUR-postPregnancy:0.091
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.091
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.090
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.089
* Vital: BMI Percentile-avg19to24 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.617
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.090
Newborn Diagnosis:9ccs253:Allergy:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085
Diagnosis:9ccs48:Thyroid dsor:-0.077
Diagnosis:9ccs58:Ot nutrit dx:0.074
Maternal Procedure History:99401-otherPregnancy:0.073
Newborn Diagnosis:9ccs191:Amnios dx:0.069
Maternal Procedure History:87880-postPregnancy:-0.069
Diagnosis:9ccs209:Ot acq defor:0.068
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.065
Vital: Wt Percentile-avg1to3 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 348 | OR_unadj: 1.343 [0.953 1.892] | indivs AUC:0.544
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Newborn Diagnosis:9ccs219:Low birth wt:-0.105
Diagnosis:9ccs219:Low birth wt:-0.099
Maternal Lab History: GLUCOSE-postPregnancy:0.097
Maternal Lab History: GFR in African American-postPregnancy:0.094
Maternal Lab History: GFR Calculation-postPregnancy:0.094
Maternal Diagnosis:9ccs184:Early labor:-0.092
Diagnosis:9ccs138:Esophgeal dx:-0.090
Maternal Lab History: MONOS-otherPregnancy:0.089
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
* Vital: Wt Percentile-gain1to5 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 424 | OR_unadj: 0.622 [0.403 0.960] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: MONOCYTE-otherPregnancy:-0.117
Maternal Procedure History:90801-postPregnancy:0.104
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.096
Maternal Lab History: UIBC-postPregnancy:-0.092
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.091
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.087
Maternal Lab History: BASOPHIL-otherPregnancy:-0.087
Maternal Lab History: MONOS-otherPregnancy:-0.081
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.080
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.075
* Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.603
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097
Newborn Diagnosis:9ccs253:Allergy:-0.093
Diagnosis:9ccs48:Thyroid dsor:-0.080
Maternal Procedure History:99401-otherPregnancy:0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
Diagnosis:9ccs209:Ot acq defor:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Diagnosis:9ccs58:Ot nutrit dx:0.074
Maternal Procedure History:90649-postPregnancy:0.074
Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs200:Oth skin dx:0.229
Diagnosis:9ccs126:Ot up rsp in:0.198
Diagnosis:9ccs255:Social admin:0.198
Diagnosis:9ccs10:Immuniz/scrn:0.198
Diagnosis:9ccs198:Ot infl skin:0.187
Number of Visits:0.186
Diagnosis:9ccs155:Other GI dx:0.183
Diagnosis:9ccs7:Viral infect:0.174
Diagnosis:9ccs257:Ot aftercare:0.174
Vital: Wt-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 587 | OR_unadj: 1.252 [0.913 1.716] | indivs AUC:0.535
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.918
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.915
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.744
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.744
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.713
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.712
* Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.603
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097
Newborn Diagnosis:9ccs253:Allergy:-0.093
Diagnosis:9ccs48:Thyroid dsor:-0.080
Maternal Procedure History:99401-otherPregnancy:0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
Diagnosis:9ccs209:Ot acq defor:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Diagnosis:9ccs58:Ot nutrit dx:0.074
Maternal Procedure History:90649-postPregnancy:0.074
* Vital: Wt Percentile-avg10to13 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 638 | OR_unadj: 1.802 [1.392 2.332] | indivs AUC:0.576
Correlated most with:
Maternal Lab History: IRON-postPregnancy:-0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Newborn Diagnosis:9ccs191:Amnios dx:0.083
Diagnosis:9ccs136:Teeth dx:-0.082
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.077
Diagnosis:9ccs155:Other GI dx:-0.075
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.073
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.071
Diagnosis:9ccs239:Superfic inj:-0.070
Diagnosis:9ccs143:Abdom hernia:0.069
Vital: HR-avg19to24 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.074
Maternal Lab History: NT MoM-postPregnancy:0.070
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.070
Diagnosis:9ccs251:Abdomnl pain:-0.069
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.068
Maternal Lab History: TP PERIOD-otherPregnancy:0.066
Diagnosis:9ccs259:Unclassified:0.066
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.065
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.063
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.062
* Vital: Ht Percentile-avg10to13 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.549
Correlated most with:
Diagnosis:9ccs223:Birth trauma:0.096
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.082
Maternal Diagnosis:9ccs184:Early labor:-0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.075
Maternal Lab History: FERRITIN-otherPregnancy:-0.073
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.072
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.071
Newborn Diagnosis:9ccs219:Low birth wt:-0.069
Maternal Lab History: 3 HOUR-otherPregnancy:0.065
Vital: Wt Change-avg7to10 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 504 | OR_unadj: 0.896 [0.600 1.337] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:-0.141
Maternal Lab History: GFR Calculation-postPregnancy:-0.141
Diagnosis:9ccs92:Otitis media:-0.126
Diagnosis:9ccs125:Bronchitis:-0.100
Number of Visits:-0.100
Maternal Procedure History:90656-postPregnancy:0.100
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.089
Maternal Procedure History:J7302-postPregnancy:0.088
Maternal Lab History: APTT-postPregnancy:0.088
Diagnosis:9ccs166:Oth male gen:-0.085
Vital: Ht-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 261 | OR_unadj: 0.765 [0.475 1.231] | indivs AUC:0.445
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.996
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.736
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.734
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.693
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.688
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.674
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.670
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.654
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.649
Vital: Ht Percentile-avg5to7 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.529
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Maternal Procedure History:59430-postPregnancy:-0.091
Diagnosis:9ccs117:Ot circul dx:-0.088
Maternal Lab History: UIBC-postPregnancy:-0.084
Diagnosis:9ccs219:Low birth wt:-0.082
Newborn Diagnosis:9ccs217:Ot cong anom:0.081
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.081
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.079
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.078
Maternal Procedure History:J7300-postPregnancy:-0.077
* Vital: Ht Percentile-avg16to19 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.535
Correlated most with:
Maternal Procedure History:J1055-postPregnancy:-0.076
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.076
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.074
Maternal Procedure History:90772-postPregnancy:-0.074
Maternal Procedure History:59430-postPregnancy:-0.073
Diagnosis:9ccs147:Anal/rectal:0.072
Maternal Diagnosis:9ccs184:Early labor:-0.070
Diagnosis:9ccs223:Birth trauma:0.069
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Procedure History:90746-postPregnancy:-0.065
Vital: Ht Percentile-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.531
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Procedure History:59430-postPregnancy:-0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.072
Maternal Lab History: TP VOLUME-otherPregnancy:-0.071
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.068
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.067
Maternal Lab History: URINE CULTURE-postPregnancy:-0.064
Newborn Diagnosis:9ccs253:Allergy:-0.064
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.064
Vital: BMI-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 476 | OR_unadj: 1.407 [0.733 2.700] | indivs AUC:0.546
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.998
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.725
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.725
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.713
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712
* Vital: Wt Percentile-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 654 | OR_unadj: 1.705 [1.318 2.206] | indivs AUC:0.594
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Diagnosis:9ccs239:Superfic inj:-0.092
Diagnosis:9ccs136:Teeth dx:-0.079
Maternal Procedure History:85018-postPregnancy:-0.077
Maternal Procedure History:87880-postPregnancy:-0.075
Maternal Lab History: IRON-postPregnancy:-0.074
Maternal Procedure History:90801-postPregnancy:0.071
Maternal Diagnosis:9ccs259:Unclassified:-0.070
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.068
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.065
Vital: Wt Percentile-gain3to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.535
Correlated most with:
Maternal Lab History: PAPP-A-postPregnancy:-0.108
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.102
Maternal Lab History: APTT-postPregnancy:-0.092
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.091
Maternal Lab History: A/G-otherPregnancy:-0.084
Maternal Lab History: PAPP-A-otherPregnancy:-0.084
Diagnosis:9ccs213:Cardiac anom:0.082
Diagnosis:9ccs154:Gastroent:-0.079
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.077
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.076
Vital: HR-avg13to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.482
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.084
Maternal Lab History: COLONY COUNT-postPregnancy:0.081
Maternal Lab History: PH-otherPregnancy:-0.079
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.078
Maternal Lab History: TP VOLUME-otherPregnancy:0.077
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.072
Diagnosis:9ccs10:Immuniz/scrn:0.070
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.068
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.066
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.065
Vital: BP-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 581 | OR_unadj: 0.781 [0.558 1.093] | indivs AUC:0.490
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.999
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.336
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.298
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.292
Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.449
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.229
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs239:Superfic inj:0.169
Diagnosis:9ccs155:Other GI dx:0.168
Number of Visits:0.163
Diagnosis:9ccs198:Ot infl skin:0.160
Diagnosis:9ccs126:Ot up rsp in:0.151
Diagnosis:9ccs10:Immuniz/scrn:0.148
Diagnosis:9ccs133:Oth low resp:0.147
Vital: Ht Percentile-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.527
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.101
Diagnosis:9ccs117:Ot circul dx:-0.084
Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.080
Diagnosis:9ccs223:Birth trauma:0.077
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.076
Maternal Lab History: NT MoM-postPregnancy:-0.072
Maternal Diagnosis:9ccs184:Early labor:-0.071
Newborn Diagnosis:9ccs224:Ot perint dx:0.070
Newborn Diagnosis:9ccs253:Allergy:-0.068
Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.497
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.997
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.949
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.919
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.916
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.794
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.792
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.743
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.535
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:295669 BILIRUBIN DIRECT - LMC:0.374
Diagnosis:9ccs151:Oth liver dx:-0.123
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Maternal Lab History: URINE KETONES-otherPregnancy:-0.101
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.101
Diagnosis:9ccs222:Perint jaund:-0.101
Diagnosis:9ccs205:Back problem:0.095
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.091
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.090
Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.566
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.369
Number of Visits:0.277
Diagnosis:9ccs257:Ot aftercare:0.273
Diagnosis:9ccs128:Asthma:0.232
Diagnosis:9ccs125:Bronchitis:0.230
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs90:Eye infectn:0.204
Diagnosis:9ccs10:Immuniz/scrn:0.200
* Vital: Wt Percentile-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 536 | OR_unadj: 1.504 [1.134 1.995] | indivs AUC:0.546
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.096
Newborn Diagnosis:9ccs191:Amnios dx:0.092
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.088
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.087
Maternal Diagnosis:9ccs188:Pelvic obstr:0.084
Diagnosis:9ccs155:Other GI dx:-0.082
Maternal Lab History: APTT-postPregnancy:-0.079
Maternal Procedure History:97110-postPregnancy:-0.077
Maternal Diagnosis:9ccs259:Unclassified:-0.077
Vital: BP-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 268 | OR_unadj: 0.904 [0.578 1.413] | indivs AUC:0.474
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.345
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.214
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.196
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195
Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Diagnosis:9ccs126:Ot up rsp in:0.270
Number of Visits:0.267
Diagnosis:9ccs10:Immuniz/scrn:0.243
Diagnosis:9ccs257:Ot aftercare:0.225
Diagnosis:9ccs125:Bronchitis:0.219
Diagnosis:9ccs92:Otitis media:0.216
Diagnosis:9ccs200:Oth skin dx:0.216
Diagnosis:9ccs155:Other GI dx:0.202
Diagnosis:9ccs255:Social admin:0.189
Vital: HR-avg0to1 | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs259:Unclassified:0.140
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.082
Diagnosis:9ccs213:Cardiac anom:0.081
Diagnosis:9ccs4:Mycoses:0.075
Diagnosis:9ccs223:Birth trauma:0.069
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.068
Maternal Lab History: FREE T3-postPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.066
Diagnosis:9ccs76:Meningitis:-0.063
Diagnosis:9ccs197:Skin infectn:0.061
Diagnosis:9ccs113:Late eff CVD | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.461
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.219
Diagnosis:9ccs94:Other ear dx:0.198
Diagnosis:9ccs75:Hx mental dx:0.127
Number of Visits:0.124
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.107
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.091
Diagnosis:9ccs126:Ot up rsp in:0.091
Diagnosis:9ccs257:Ot aftercare:0.087
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.081
Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs92:Otitis media:0.369
Diagnosis:9ccs255:Social admin:0.356
Number of Visits:0.332
Diagnosis:9ccs10:Immuniz/scrn:0.309
Diagnosis:9ccs257:Ot aftercare:0.279
Diagnosis:9ccs7:Viral infect:0.270
Diagnosis:9ccs125:Bronchitis:0.250
Diagnosis:9ccs90:Eye infectn:0.206
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Diagnosis:9ccs125:Bronchitis:0.288
Diagnosis:9ccs126:Ot up rsp in:0.279
Diagnosis:9ccs92:Otitis media:0.273
Number of Visits:0.226
Diagnosis:9ccs7:Viral infect:0.225
Diagnosis:9ccs10:Immuniz/scrn:0.212
Diagnosis:9ccs255:Social admin:0.197
Diagnosis:9ccs128:Asthma:0.189
Diagnosis:9ccs122:Pneumonia:0.182
Vital: Wt Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 396 | OR_unadj: 1.125 [0.805 1.571] | indivs AUC:0.542
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.114
Newborn Diagnosis:9ccs217:Ot cong anom:0.107
Maternal Lab History: IRON-postPregnancy:-0.103
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.079
Diagnosis:9ccs219:Low birth wt:-0.074
Newborn Diagnosis:9ccs219:Low birth wt:-0.072
Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070
Maternal Procedure History:90801-postPregnancy:0.070
Vital: Wt Change-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 370 | OR_unadj: 0.972 [0.656 1.439] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:-0.113
Maternal Lab History: GFR Calculation-postPregnancy:-0.113
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.102
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.099
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.097
Diagnosis:9ccs133:Oth low resp:-0.097
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.093
Maternal Lab History: IRON-postPregnancy:-0.093
Maternal Procedure History:97014-postPregnancy:-0.084
Maternal Lab History: PH-otherPregnancy:-0.083
Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.473
Newborn Diagnosis:9ccs96:Hrt valve dx:0.250
Diagnosis:9ccs117:Ot circul dx:0.228
Newborn Diagnosis:9ccs213:Cardiac anom:0.208
Diagnosis:9ccs244:Other injury:0.101
Maternal Diagnosis:9ccs149:Biliary dx:0.101
Diagnosis:9ccs91:Other eye dx:0.097
Diagnosis:9ccs83:Epilepsy/cnv:0.089
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.087
Vital: Wt Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 363 | OR_unadj: 1.189 [0.815 1.732] | indivs AUC:0.520
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.125
Maternal Lab History: MONOCYTE-otherPregnancy:0.121
Maternal Diagnosis:9ccs211:Ot conn tiss:0.112
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.106
Maternal Procedure History:90656-postPregnancy:0.095
Maternal Lab History: AFP-otherPregnancy:-0.092
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.087
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.083
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.080
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.074
* Vital: Wt Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 462 | OR_unadj: 1.576 [1.167 2.127] | indivs AUC:0.540
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.101
Newborn Diagnosis:9ccs217:Ot cong anom:0.098
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.088
Maternal Lab History: APTT-postPregnancy:-0.087
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.086
Maternal Diagnosis:9ccs185:Long pregncy:0.083
Diagnosis:9ccs205:Back problem:0.083
Diagnosis:9ccs138:Esophgeal dx:-0.081
Diagnosis:9ccs159:UTI:0.075
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.074
Vital: HR-avg16to19 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.092
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.089
Diagnosis:9ccs125:Bronchitis:0.084
Newborn Diagnosis:9ccs217:Ot cong anom:0.083
Maternal Procedure History:59430-postPregnancy:0.080
Maternal Lab History: MONOS-otherPregnancy:0.079
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.077
Diagnosis:9ccs217:Ot cong anom:0.074
Diagnosis:9ccs247:Lymph enlarg:-0.073
Maternal Procedure History:J7300-postPregnancy:-0.069
Vital: Wt for Len Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 504 | OR_unadj: 1.284 [0.941 1.751] | indivs AUC:0.529
Correlated most with:
Maternal Lab History: PROLACTIN-postPregnancy:-0.075
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.072
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.070
Maternal Diagnosis:9ccs190:Fetal distrs:0.069
Lab:294147 FREE T4 - LMC:0.066
Maternal Lab History: ANION GAP-postPregnancy:-0.066
Maternal Procedure History:90746-postPregnancy:0.066
Diagnosis:9ccs117:Ot circul dx:-0.065
Diagnosis:9ccs211:Ot conn tiss:-0.063
Diagnosis:9ccs208:Acq foot def:0.059
Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.202
Diagnosis:9ccs154:Gastroent:0.191
Diagnosis:9ccs253:Allergy:0.183
Diagnosis:9ccs133:Oth low resp:0.172
Diagnosis:9ccs126:Ot up rsp in:0.171
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs10:Immuniz/scrn:0.146
Vital: Ht Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: UIBC-postPregnancy:-0.112
Maternal Lab History: MONOS-otherPregnancy:-0.099
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.093
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.089
Maternal Procedure History:90801-postPregnancy:0.088
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.086
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.084
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.079
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.078
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.077
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.494
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.673
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.672
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.633
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.632
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.613
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.611
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.356
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.355
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.540
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.512
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.344
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195
Vital: Ht Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.476
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:0.097
Maternal Lab History: GFR in African American-postPregnancy:0.097
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Diagnosis:9ccs184:Early labor:-0.095
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Maternal Lab History: APF MoM-otherPregnancy:-0.087
Diagnosis:9ccs117:Ot circul dx:-0.082
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.078
Maternal Lab History: INHMOM-otherPregnancy:-0.078
Vital: HR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.474
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.100
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.082
Maternal Procedure History:59430-postPregnancy:0.080
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.079
Maternal Diagnosis:9ccs185:Long pregncy:-0.079
Diagnosis:9ccs224:Ot perint dx:0.077
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.076
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.076
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.071
Maternal Lab History: TP PERIOD-otherPregnancy:0.070
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.487
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.998
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.726
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.724
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.716
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.714
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.712
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs7:Viral infect:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.105
Number of Visits:0.101
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.095
Newborn Diagnosis:9ccs218:Liveborn:-0.094
Diagnosis:9ccs155:Other GI dx:0.094
Diagnosis:9ccs137:Mouth dx:0.085
Diagnosis:9ccs2603:E Codes: Fall:0.083
Diagnosis:9ccs200:Oth skin dx:0.082
Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.466
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.181
Newborn Diagnosis:9ccs222:Perint jaund:0.108
Lab:294203 BILIRUBIN TOTAL - LMC:-0.101
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077
Maternal Diagnosis:9ccs7:Viral infect:0.075
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: POTASSIUM-otherPregnancy:-0.069
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.068
Vital: Ht Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs223:Birth trauma:0.105
Maternal Lab History: UIBC-postPregnancy:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.091
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.086
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.081
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.080
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.079
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.077
Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135
Diagnosis:9ccs216:Nerv cong an:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.085
Diagnosis:9ccs255:Social admin:0.076
Diagnosis:9ccs137:Mouth dx:0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.074
Diagnosis:9ccs4:Mycoses:0.074
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.072
Newborn Diagnosis:9ccs213:Cardiac anom:0.070
Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs126:Ot up rsp in:0.206
Diagnosis:9ccs92:Otitis media:0.204
Diagnosis:9ccs7:Viral infect:0.180
Diagnosis:9ccs125:Bronchitis:0.175
Diagnosis:9ccs91:Other eye dx:0.173
Number of Visits:0.171
Diagnosis:9ccs10:Immuniz/scrn:0.151
Diagnosis:9ccs257:Ot aftercare:0.148
Diagnosis:9ccs155:Other GI dx:0.131
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.511
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.996
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.386
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.385
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.383
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.356
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.355
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.345
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345
Vital: BMI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 261 | OR_unadj: 0.945 [0.528 1.690] | indivs AUC:0.461
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.996
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.387
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.385
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.381
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.357
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.355
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.344
Vital: Ht Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.118
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.117
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.107
Maternal Diagnosis:9ccs211:Ot conn tiss:0.102
Maternal Lab History: AFP-otherPregnancy:-0.092
Maternal Lab History: ESTRIOL-otherPregnancy:-0.084
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.082
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.079
Maternal Lab History: ANION GAP-postPregnancy:0.079
Maternal Lab History: BUN-otherPregnancy:-0.078
Vital: Wt Change-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 316 | OR_unadj: 0.819 [0.534 1.257] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: MONOCYTE-otherPregnancy:0.097
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.092
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.090
Maternal Lab History: NT MoM-postPregnancy:-0.086
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.084
Maternal Procedure History:97014-postPregnancy:-0.081
Maternal Procedure History:J1055-postPregnancy:0.080
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.078
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.077
Diagnosis:9ccs154:Gastroent:-0.076
Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.502
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.794
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.792
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787
Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.234
Diagnosis:9ccs126:Ot up rsp in:0.182
Diagnosis:9ccs257:Ot aftercare:0.171
Diagnosis:9ccs7:Viral infect:0.168
Diagnosis:9ccs125:Bronchitis:0.167
Diagnosis:9ccs92:Otitis media:0.154
Diagnosis:9ccs10:Immuniz/scrn:0.145
Diagnosis:9ccs255:Social admin:0.136
Diagnosis:9ccs155:Other GI dx:0.131
Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.446
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs257:Ot aftercare:0.288
Diagnosis:9ccs126:Ot up rsp in:0.250
Diagnosis:9ccs128:Asthma:0.246
Diagnosis:9ccs92:Otitis media:0.230
Diagnosis:9ccs7:Viral infect:0.219
Diagnosis:9ccs122:Pneumonia:0.187
Number of Visits:0.183
Diagnosis:9ccs90:Eye infectn:0.175
Diagnosis:9ccs135:Intest infct:0.167
Vital: Wt for Len Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 495 | OR_unadj: 1.260 [0.921 1.724] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.088
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.084
Diagnosis:9ccs3:Oth bact inf:-0.076
Maternal Diagnosis:9ccs190:Fetal distrs:0.072
Maternal Diagnosis:9ccs106:Dysrhythmia:-0.068
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.068
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.067
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.066
Lab:294147 FREE T4 - LMC:0.063
Maternal Procedure History:90746-postPregnancy:0.062
Vital: HR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 244 | OR_unadj: 0.917 [0.577 1.459] | indivs AUC:0.511
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.673
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.632
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.613
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.357
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355
Vital: HR-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.489
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:0.122
Diagnosis:9ccs7:Viral infect:0.104
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.084
Maternal Lab History: URINE CULTURE-postPregnancy:-0.079
Diagnosis:9ccs125:Bronchitis:0.076
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.075
Maternal Procedure History:J7302-postPregnancy:0.070
Diagnosis:9ccs122:Pneumonia:0.065
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.065
Vital: Ht Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.139
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.121
Maternal Lab History: NT MoM-otherPregnancy:-0.120
Maternal Lab History: HCG-otherPregnancy:-0.117
Maternal Lab History: COLONY COUNT-postPregnancy:0.115
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.110
Maternal Lab History: APF MoM-otherPregnancy:-0.107
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.099
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.099
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.098
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.487
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.512
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.310
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.257
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.245
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.136
Maternal Procedure History:96372-otherPregnancy:0.120
Maternal Procedure History:S9470-postPregnancy:0.113
Diagnosis:9ccs128:Asthma:0.103
Diagnosis:9ccs259:Unclassified:0.100
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.096
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.093
Maternal Lab History: SODIUM-otherPregnancy:-0.091
Diagnosis:9ccs257:Ot aftercare:0.087
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs155:Other GI dx:0.133
Number of Visits:0.121
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.093
Diagnosis:9ccs239:Superfic inj:0.093
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs200:Oth skin dx:0.087
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087
Diagnosis:9ccs257:Ot aftercare:0.081
Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.187
Diagnosis:9ccs200:Oth skin dx:0.160
Diagnosis:9ccs10:Immuniz/scrn:0.106
Diagnosis:9ccs7:Viral infect:0.101
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs255:Social admin:0.089
Diagnosis:9ccs92:Otitis media:0.082
Diagnosis:9ccs91:Other eye dx:0.081
Diagnosis:9ccs257:Ot aftercare:0.081
Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Number of Visits:0.195
Diagnosis:9ccs256:Exam/eval:0.184
Diagnosis:9ccs155:Other GI dx:0.172
Diagnosis:9ccs128:Asthma:0.170
Diagnosis:9ccs154:Gastroent:0.166
Diagnosis:9ccs253:Allergy:0.164
Diagnosis:9ccs126:Ot up rsp in:0.155
Diagnosis:9ccs127:COPD:0.155
Diagnosis:9ccs7:Viral infect:0.149
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Diagnosis:9ccs95:Oth nerv dx:0.147
Maternal Lab History: FERRITIN-otherPregnancy:-0.136
Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.124
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.121
Maternal Lab History: APF MoM-otherPregnancy:-0.118
Maternal Lab History: PT-otherPregnancy:-0.112
Diagnosis:9ccs134:Ot uppr resp:0.111
Maternal Lab History: PAPP-A-otherPregnancy:-0.095
Newborn Diagnosis:9ccs191:Amnios dx:0.095
Vital: Wt-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 266 | OR_unadj: 0.998 [0.625 1.594] | indivs AUC:0.484
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.996
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.736
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.733
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.673
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.670
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.639
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.637
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.624
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.621
* Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.538
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.304
Diagnosis:9ccs125:Bronchitis:0.187
Diagnosis:9ccs257:Ot aftercare:0.182
Number of Visits:0.177
Diagnosis:9ccs92:Otitis media:0.169
Diagnosis:9ccs126:Ot up rsp in:0.153
Diagnosis:9ccs90:Eye infectn:0.129
Diagnosis:9ccs135:Intest infct:0.128
Diagnosis:9ccs127:COPD:0.127
* Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs122:Pneumonia:0.304
Diagnosis:9ccs125:Bronchitis:0.246
Diagnosis:9ccs92:Otitis media:0.232
Diagnosis:9ccs257:Ot aftercare:0.189
Number of Visits:0.187
Diagnosis:9ccs133:Oth low resp:0.170
Diagnosis:9ccs127:COPD:0.160
Diagnosis:9ccs126:Ot up rsp in:0.156
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.181
Lab:294203 BILIRUBIN TOTAL - LMC:-0.123
Maternal Lab History: HCG-postPregnancy:0.112
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.101
Diagnosis:9ccs258:Other screen:0.100
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.097
Diagnosis:9ccs243:Poisn nonmed:0.096
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.096
Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.497
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.916
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.744
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.743
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.714
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Procedure History:96372-otherPregnancy:0.294
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.236
Diagnosis:9ccs250:Nausea/vomit:0.179
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.131
Maternal Lab History: BETA HCG FREE-postPregnancy:0.125
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.095
Diagnosis:9ccs251:Abdomnl pain:0.090
Diagnosis:9ccs138:Esophgeal dx:0.088
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.085
Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.551
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs143:Abdom hernia:0.100
Diagnosis:9ccs250:Nausea/vomit:0.084
Maternal Lab History: COLONY COUNT-postPregnancy:0.079
Diagnosis:9ccs48:Thyroid dsor:0.079
Newborn Diagnosis:9ccs219:Low birth wt:0.077
Diagnosis:9ccs240:Burns:0.076
Maternal Diagnosis:9ccs183:HTN in preg:0.075
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.075
Maternal Lab History: MONOCYTE-otherPregnancy:0.073
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Diagnosis:9ccs258:Other screen:0.184
Diagnosis:9ccs200:Oth skin dx:0.169
Diagnosis:9ccs7:Viral infect:0.129
Diagnosis:9ccs155:Other GI dx:0.129
Diagnosis:9ccs256:Exam/eval:0.127
Diagnosis:9ccs133:Oth low resp:0.124
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.118
Diagnosis:9ccs197:Skin infectn:0.115
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs138:Esophgeal dx:0.202
Diagnosis:9ccs141:Ot dx stomch:0.179
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.140
Diagnosis:9ccs133:Oth low resp:0.140
Maternal Lab History: HCG-otherPregnancy:0.134
Maternal Lab History: NT MoM-otherPregnancy:0.128
Maternal Lab History: INHMOM-postPregnancy:0.127
Diagnosis:9ccs155:Other GI dx:0.125
Diagnosis:9ccs257:Ot aftercare:0.111
Vital: Temp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 242 | OR_unadj: 1.074 [0.524 2.198] | indivs AUC:0.505
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.487
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.463
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.462
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.440
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.393
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392
Vital: HC Percentile-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:0.090
Diagnosis:9ccs83:Epilepsy/cnv:-0.084
Maternal Diagnosis:9ccs128:Asthma:-0.069
Maternal Diagnosis:9ccs48:Thyroid dsor:0.062
Maternal Lab History: BUN-otherPregnancy:-0.061
Newborn Diagnosis:9ccs253:Allergy:-0.053
Diagnosis:9ccs94:Other ear dx:-0.049
Diagnosis:9ccs138:Esophgeal dx:-0.048
Diagnosis:9ccs4:Mycoses:-0.045
Diagnosis:10ccs58:Ot nutrit dx:0.045
Vital: Wt Change-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 225 | OR_unadj: 0.845 [0.517 1.380] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.168
Diagnosis:9ccs222:Perint jaund:-0.119
Maternal Lab History: MONOS-otherPregnancy:0.119
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.114
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.110
Maternal Procedure History:81025-postPregnancy:0.098
Maternal Procedure History:J1055-postPregnancy:0.096
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.093
Maternal Lab History: GFR in African American-otherPregnancy:0.093
Maternal Lab History: GFR Calculation-otherPregnancy:0.093
Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.110
Maternal Lab History: URINE SUGAR-otherPregnancy:0.099
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.096
Diagnosis:9ccs212:Ot bone dx:0.085
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.075
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.075
Maternal Lab History: eGFR-otherPregnancy:0.075
Maternal Lab History: URINE SUGAR-postPregnancy:0.070
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.070
Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs166:Oth male gen:1.000
Maternal Procedure History:96372-otherPregnancy:0.104
Diagnosis:9ccs165:Inf male gen:0.102
Diagnosis:9ccs62:Coag/hemr dx:0.098
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs159:UTI:0.086
Diagnosis:9ccs138:Esophgeal dx:0.086
Diagnosis:9ccs133:Oth low resp:0.083
Maternal Lab History: INR-postPregnancy:-0.079
Maternal Lab History: APTT-postPregnancy:-0.077
Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.461
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.184
Diagnosis:9ccs155:Other GI dx:0.140
Diagnosis:9ccs200:Oth skin dx:0.140
Diagnosis:9ccs154:Gastroent:0.138
Diagnosis:9ccs239:Superfic inj:0.127
Diagnosis:9ccs253:Allergy:0.118
Diagnosis:9ccs258:Other screen:0.102
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.102
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.097
Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs200:Oth skin dx:0.133
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs126:Ot up rsp in:0.128
Diagnosis:9ccs7:Viral infect:0.095
Number of Visits:0.091
Diagnosis:9ccs155:Other GI dx:0.087
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.085
Diagnosis:9ccs76:Meningitis:0.082
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.242
Diagnosis:9ccs90:Eye infectn:0.173
Diagnosis:9ccs7:Viral infect:0.121
Number of Visits:0.111
Diagnosis:9ccs217:Ot cong anom:0.110
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100
Diagnosis:9ccs96:Hrt valve dx:0.097
Diagnosis:9ccs134:Ot uppr resp:0.096
Diagnosis:9ccs258:Other screen:0.093
* Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.473
Newborn Diagnosis:9ccs213:Cardiac anom:0.441
Newborn Diagnosis:9ccs96:Hrt valve dx:0.329
Diagnosis:9ccs117:Ot circul dx:0.225
Diagnosis:9ccs89:Blindness:0.129
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.123
Number of Visits:0.110
Diagnosis:9ccs161:Ot dx kidney:0.101
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.098
Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Number of Visits:0.152
Diagnosis:9ccs124:Tonsillitis:0.127
Diagnosis:9ccs253:Allergy:0.125
Diagnosis:9ccs126:Ot up rsp in:0.124
Diagnosis:9ccs90:Eye infectn:0.115
Diagnosis:9ccs211:Ot conn tiss:0.111
Diagnosis:9ccs133:Oth low resp:0.100
Diagnosis:9ccs127:COPD:0.099
Diagnosis:9ccs91:Other eye dx:0.096
Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Diagnosis:9ccs239:Superfic inj:0.115
Diagnosis:9ccs10:Immuniz/scrn:0.108
Number of Visits:0.106
Diagnosis:9ccs253:Allergy:0.105
Diagnosis:9ccs137:Mouth dx:0.104
Diagnosis:9ccs138:Esophgeal dx:0.103
Diagnosis:9ccs200:Oth skin dx:0.103
Diagnosis:9ccs92:Otitis media:0.099
Diagnosis:9ccs7:Viral infect:0.089
Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.502
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.997
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.948
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.946
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.919
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.915
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.794
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.792
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Number of Visits:0.180
Diagnosis:9ccs128:Asthma:0.160
Diagnosis:9ccs133:Oth low resp:0.155
Diagnosis:9ccs122:Pneumonia:0.127
Diagnosis:9ccs126:Ot up rsp in:0.125
Diagnosis:9ccs125:Bronchitis:0.120
Diagnosis:9ccs258:Other screen:0.103
Diagnosis:9ccs134:Ot uppr resp:0.099
Diagnosis:9ccs7:Viral infect:0.093
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.483
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Lab:294203 BILIRUBIN TOTAL - LMC:0.374
Diagnosis:9ccs62:Coag/hemr dx:-0.113
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.096
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.092
Maternal Diagnosis:9ccs5:HIV infectn:-0.088
Maternal Diagnosis:9ccs48:Thyroid dsor:0.078
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.078
Maternal Lab History: ANION GAP-postPregnancy:-0.076
Maternal Diagnosis:9ccs98:HTN:0.075
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.501
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744
Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.212
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Diagnosis:9ccs91:Other eye dx:0.110
Diagnosis:9ccs95:Oth nerv dx:0.107
Maternal Lab History: HERPES II IgG-postPregnancy:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.089
Diagnosis:9ccs257:Ot aftercare:0.089
Diagnosis:9ccs133:Oth low resp:0.085
Lab:292495 LEAD LEVEL - Sunrise:0.085
Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.130
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.121
Maternal Procedure History:45300-postPregnancy:0.106
Maternal Procedure History:90656-postPregnancy:0.099
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.087
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.085
Maternal Procedure History:81025-postPregnancy:0.082
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.080
Diagnosis:9ccs127:COPD:0.077
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.108
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.093
Maternal Lab History: GFR in African American-otherPregnancy:-0.092
Maternal Lab History: GFR Calculation-otherPregnancy:-0.092
Newborn Diagnosis:9ccs222:Perint jaund:0.087
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.085
Diagnosis:9ccs155:Other GI dx:0.081
Maternal Procedure History:76830-postPregnancy:0.080
Maternal Diagnosis:9ccs59:Anemia:0.079
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.498
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621
Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.185
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.099
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.098
Maternal Procedure History:81025-postPregnancy:0.081
Diagnosis:9ccs163:Other GU dx:0.078
Maternal Procedure History:90656-postPregnancy:0.077
Maternal Lab History: IRON-postPregnancy:-0.077
Maternal Lab History: Varicella IgG-postPregnancy:-0.074
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.074
* Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.144
Diagnosis:9ccs161:Ot dx kidney:0.118
Diagnosis:9ccs216:Nerv cong an:0.115
Newborn Diagnosis:9ccs215:gu cong anom:0.104
Newborn Diagnosis:9ccs213:Cardiac anom:0.101
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.092
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Diagnosis:9ccs96:Hrt valve dx:0.089
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.087
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.472
Diagnosis:9ccs159:UTI:0.225
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.148
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.146
Diagnosis:9ccs163:Other GU dx:0.124
Diagnosis:9ccs83:Epilepsy/cnv:0.118
Newborn Diagnosis:9ccs217:Ot cong anom:0.105
Diagnosis:9ccs213:Cardiac anom:0.101
Maternal Lab History: LIPASE-postPregnancy:0.097
Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:1.000
Diagnosis:9ccs243:Poisn nonmed:-0.102
Diagnosis:9ccs217:Ot cong anom:0.085
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.069
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.069
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.063
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.063
Maternal Diagnosis:9ccs183:HTN in preg:0.063
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.062
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.061
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Diagnosis:9ccs134:Ot uppr resp:0.127
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.120
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.115
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.111
Maternal Lab History: TP PERIOD-otherPregnancy:0.108
Maternal Lab History: GFR in African American-otherPregnancy:0.098
Maternal Lab History: GFR Calculation-otherPregnancy:0.098
Diagnosis:9ccs126:Ot up rsp in:0.095
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.093
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs258:Other screen:0.165
Diagnosis:9ccs200:Oth skin dx:0.105
Diagnosis:9ccs197:Skin infectn:0.104
Diagnosis:9ccs239:Superfic inj:0.094
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.093
Diagnosis:9ccs7:Viral infect:0.091
Diagnosis:9ccs147:Anal/rectal:0.087
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.085
Diagnosis:9ccs136:Teeth dx:0.085
Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.509
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.491
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.267
Diagnosis:9ccs48:Thyroid dsor:0.258
Maternal Lab History: NEUTROPHIL-postPregnancy:0.257
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.223
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.215
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.202
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.202
Maternal Lab History: MONOCYTE-postPregnancy:-0.188
Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.133
Number of Visits:0.125
Diagnosis:9ccs165:Inf male gen:0.118
Diagnosis:9ccs257:Ot aftercare:0.115
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.111
Maternal Lab History: LIPASE-postPregnancy:-0.111
Maternal Lab History: AMYLASE-postPregnancy:-0.106
Diagnosis:9ccs126:Ot up rsp in:0.103
Diagnosis:9ccs96:Hrt valve dx:0.101
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.225
Diagnosis:9ccs163:Other GU dx:0.164
Diagnosis:9ccs2:Septicemia:0.129
Diagnosis:9ccs257:Ot aftercare:0.120
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.117
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.115
Maternal Lab History: RUBELLA-postPregnancy:0.104
Maternal Lab History: PTT-otherPregnancy:0.096
Diagnosis:9ccs122:Pneumonia:0.095
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.242
Diagnosis:9ccs217:Ot cong anom:0.212
Diagnosis:9ccs213:Cardiac anom:0.129
Diagnosis:9ccs223:Birth trauma:0.109
Newborn Diagnosis:9ccs218:Liveborn:-0.103
Diagnosis:9ccs7:Viral infect:0.088
Diagnosis:9ccs257:Ot aftercare:0.081
Number of Visits:0.080
Newborn Diagnosis:9ccs191:Amnios dx:0.077
Vital: Temp-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.936 [0.502 1.744] | indivs AUC:0.494
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.507
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.480
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.444
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.348
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.511
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.130
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.101
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.092
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.090
Diagnosis:9ccs153:GI hemorrhag:0.077
Maternal Procedure History:86580-otherPregnancy:0.076
Diagnosis:9ccs2603:E Codes: Fall:0.075
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.070
Maternal Lab History: VITAMIN B-12-postPregnancy:0.069
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.067
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Diagnosis:9ccs3:Oth bact inf:0.202
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.140
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.124
Maternal Lab History: FREE T-4-postPregnancy:0.122
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.120
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.118
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.111
Maternal Lab History: AFP-otherPregnancy:0.110
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.108
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.179
Diagnosis:9ccs216:Nerv cong an:0.156
Diagnosis:9ccs211:Ot conn tiss:0.147
Diagnosis:9ccs217:Ot cong anom:0.107
Newborn Diagnosis:9ccs219:Low birth wt:0.105
Maternal Lab History: PROLACTIN-postPregnancy:0.102
Diagnosis:9ccs94:Other ear dx:0.101
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.100
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.098
Diagnosis:9ccs165:Inf male gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs165:Inf male gen:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.124
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.123
Diagnosis:9ccs244:Other injury:0.118
Maternal Lab History: PTT-otherPregnancy:0.112
Maternal Lab History: COLONY COUNT-postPregnancy:0.112
Lab:294147 FREE T4 - LMC:-0.110
Maternal Lab History: INR-otherPregnancy:0.107
Diagnosis:9ccs166:Oth male gen:0.102
Diagnosis:9ccs135:Intest infct:0.096
Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs205:Back problem:1.000
Maternal Diagnosis:9ccs6:Hepatitis:0.100
Lab:294203 BILIRUBIN TOTAL - LMC:0.095
Maternal Procedure History:90746-postPregnancy:-0.092
Maternal Diagnosis:9ccs191:Amnios dx:0.086
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.083
Diagnosis:9ccs251:Abdomnl pain:0.082
Diagnosis:9ccs133:Oth low resp:0.080
Diagnosis:9ccs224:Ot perint dx:0.077
Diagnosis:9ccs161:Ot dx kidney:0.075
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Diagnosis:9ccs239:Superfic inj:0.184
Diagnosis:9ccs137:Mouth dx:0.165
Diagnosis:9ccs155:Other GI dx:0.145
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.122
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.111
Diagnosis:9ccs250:Nausea/vomit:0.111
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.106
Diagnosis:9ccs127:COPD:0.103
Diagnosis:9ccs256:Exam/eval:0.102
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Diagnosis:9ccs154:Gastroent:0.209
Diagnosis:9ccs140:Gastritis:0.113
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.100
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.100
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.099
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.099
Maternal Lab History: hCG MoM-otherPregnancy:0.096
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.092
* Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Diagnosis:9ccs250:Nausea/vomit:0.202
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.159
Diagnosis:9ccs133:Oth low resp:0.145
Maternal Lab History: INHMOM-otherPregnancy:0.126
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Lab History: INHMOM-postPregnancy:0.122
Diagnosis:9ccs155:Other GI dx:0.121
Maternal Procedure History:90656-postPregnancy:0.118
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.157
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.145
Diagnosis:9ccs76:Meningitis:0.097
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.095
Maternal Lab History: FREE T-4-postPregnancy:-0.072
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.065
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.060
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.058
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.057
Maternal Diagnosis:9ccs59:Anemia:0.054
* Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.510
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Diagnosis:9ccs219:Low birth wt:-0.264
Maternal Diagnosis:9ccs159:UTI:-0.194
Diagnosis:9ccs59:Anemia:-0.135
Maternal Diagnosis:9ccs184:Early labor:-0.134
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:-0.105
Newborn Diagnosis:9ccs256:Exam/eval:-0.105
Newborn Diagnosis:9ccs219:Low birth wt:-0.095
Diagnosis:9ccs153:GI hemorrhag:-0.095
Diagnosis:9ccs147:Anal/rectal:0.094
Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs240:Burns:1.000
Maternal Lab History: MONOCYTE-otherPregnancy:0.167
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.139
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.139
Maternal Lab History: MONOS-otherPregnancy:0.126
Diagnosis:9ccs243:Poisn nonmed:0.124
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.119
Maternal Procedure History:90472-postPregnancy:0.115
Maternal Procedure History:81025-otherPregnancy:0.111
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.108
* Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Diagnosis:9ccs212:Ot bone dx:0.182
Diagnosis:9ccs2603:E Codes: Fall:0.089
Diagnosis:10ccs58:Ot nutrit dx:0.088
Maternal Lab History: URINE KETONES-postPregnancy:0.082
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.077
Maternal Lab History: WBC-otherPregnancy:0.072
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.072
Maternal Diagnosis:9ccs61:Sickle cell:0.072
Maternal Diagnosis:9ccs190:Fetal distrs:0.067
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: BUN-otherPregnancy:-0.173
Newborn Diagnosis:9ccs253:Allergy:-0.170
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.129
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.118
Diagnosis:9ccs117:Ot circul dx:-0.101
Maternal Lab History: POTASSIUM-postPregnancy:-0.095
Maternal Lab History: ALBUMIN-otherPregnancy:-0.087
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.086
Diagnosis:9ccs213:Cardiac anom:-0.080
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.080
Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.703
Maternal Lab History: URINE CULTURE-postPregnancy:0.142
Diagnosis:9ccs8:Oth infectns:0.132
Diagnosis:9ccs64:Ot hematl dx:0.128
Diagnosis:9ccs165:Inf male gen:0.124
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.118
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.113
Maternal Lab History: ESTRIOL-postPregnancy:0.110
Maternal Lab History: POLYS-postPregnancy:-0.109
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.063
Diagnosis:9ccs259:Unclassified:0.056
Diagnosis:9ccs217:Ot cong anom:0.049
Diagnosis:9ccs256:Exam/eval:0.048
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.046
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046
Diagnosis:9ccs95:Oth nerv dx:0.045
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.043
Newborn Diagnosis:9ccs215:gu cong anom:0.043
Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.148
Maternal Lab History: PTT-otherPregnancy:0.144
Maternal Lab History: INR-otherPregnancy:0.137
Maternal Procedure History:93005-otherPregnancy:0.134
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.134
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.116
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.116
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.113
Diagnosis:9ccs122:Pneumonia:0.109
Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.185
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.135
Diagnosis:9ccs240:Burns:0.124
Maternal Diagnosis:9ccs163:Other GU dx:0.119
Maternal Lab History: URINE KETONES-postPregnancy:0.118
Lab:292495 LEAD LEVEL - Sunrise:-0.102
Diagnosis:9ccs151:Oth liver dx:0.096
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.092
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.068
* Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs153:GI hemorrhag:0.209
Diagnosis:9ccs155:Other GI dx:0.191
Diagnosis:9ccs133:Oth low resp:0.166
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.159
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.146
Diagnosis:9ccs256:Exam/eval:0.138
Maternal Lab History: GFR Calculation-postPregnancy:0.137
Maternal Lab History: GFR in African American-postPregnancy:0.137
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.127
Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs8:Oth infectns:1.000
Maternal Lab History: FASTING-postPregnancy:0.171
Maternal Lab History: FASTING-otherPregnancy:0.162
Diagnosis:9ccs2603:E Codes: Fall:0.132
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.117
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.100
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.094
Maternal Lab History: ESTRIOL-otherPregnancy:0.093
Diagnosis:10ccs58:Ot nutrit dx:0.093
Diagnosis:9ccs117:Ot circul dx:0.087
Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:-0.097
Diagnosis:9ccs0:No DX:-0.086
Diagnosis:9ccs136:Teeth dx:-0.072
Diagnosis:9ccs94:Other ear dx:-0.064
Diagnosis:9ccs134:Ot uppr resp:-0.064
Diagnosis:9ccs197:Skin infectn:-0.061
Lab:306617 OCCULT BLOOD TEST (FECAL):0.058
Diagnosis:9ccs76:Meningitis:-0.054
Diagnosis:9ccs153:GI hemorrhag:0.054
Diagnosis:9ccs256:Exam/eval:-0.048
Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.144
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.144
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.125
Maternal Lab History: AFP-otherPregnancy:0.106
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.104
Maternal Lab History: WEIGHT-postPregnancy:0.097
Maternal Procedure History:86703-postPregnancy:0.097
Diagnosis:9ccs2603:E Codes: Fall:-0.093
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.092
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.091
Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:1.000
Diagnosis:9ccs96:Hrt valve dx:0.228
Diagnosis:9ccs213:Cardiac anom:0.225
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.204
Newborn Diagnosis:9ccs253:Allergy:0.164
Maternal Lab History: FREE T-4-otherPregnancy:-0.119
Newborn Diagnosis:9ccs213:Cardiac anom:0.107
Maternal Lab History: FREE T3-postPregnancy:-0.101
Newborn Diagnosis:9ccs191:Amnios dx:0.095
Diagnosis:9ccs47:Ot bnign neo:0.093
Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.469
Newborn Diagnosis:9ccs219:Low birth wt:0.467
Newborn Diagnosis:9ccs253:Allergy:0.271
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264
Newborn Diagnosis:9ccs256:Exam/eval:0.214
Newborn Diagnosis:9ccs222:Perint jaund:0.213
Maternal Lab History: ESTRIOL-postPregnancy:0.187
Maternal Lab History: URINE CULTURE-postPregnancy:0.186
Maternal Procedure History:96372-otherPregnancy:0.179
Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs147:Anal/rectal:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.214
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.200
Maternal Lab History: PTT-otherPregnancy:0.193
Maternal Lab History: GFR in African American-otherPregnancy:0.184
Maternal Lab History: GFR Calculation-otherPregnancy:0.184
Maternal Lab History: INR-otherPregnancy:0.183
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.149
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.134
Diagnosis:9ccs155:Other GI dx:0.132
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.105
Maternal Lab History: O2 SATURATION-postPregnancy:0.102
Maternal Lab History: PO2-postPregnancy:0.095
Diagnosis:9ccs117:Ot circul dx:0.093
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.073
Diagnosis:9ccs217:Ot cong anom:0.071
Diagnosis:9ccs166:Oth male gen:0.069
Maternal Lab History: EOSINOPHIL-postPregnancy:0.068
Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs76:Meningitis:1.000
Lab:297275 STREP RAPID TEST (POCT):0.106
Diagnosis:9ccs92:Otitis media:0.103
Diagnosis:9ccs124:Tonsillitis:0.084
Maternal Diagnosis:9ccs195:Ot compl bir:-0.083
Diagnosis:9ccs4:Mycoses:0.082
Number of Visits:0.082
Maternal Lab History: 3 HOUR-otherPregnancy:-0.081
Maternal Diagnosis:9ccs176:Contraceptiv:0.079
Diagnosis:9ccs133:Oth low resp:0.073
Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs3:Oth bact inf:1.000
Diagnosis:9ccs247:Lymph enlarg:0.202
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.168
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.155
Lab:297275 STREP RAPID TEST (POCT):0.138
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.131
Diagnosis:9ccs246:FUO:0.131
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.122
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.119
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.116
Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.379
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.308
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.266
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.258
Diagnosis:9ccs123:Influenza:0.207
Maternal Procedure History:76830-postPregnancy:-0.200
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.192
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.188
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.187
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.186
Vital : 0.933008905822
MatDeliveryAge : 0.0223539724581
Number of Visits : 0.0219900389743
Diagnosis : 0.0171671165316
Newborn Diagnosis : 0.00473722228888
Lab : 0.000742743924997
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_index_min_5_no_census
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_results_min_5_no_census
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_models_min_5_no_census.pkl
-----------------------------------------------------
boys min_5 no_census gradientboost
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.233
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.229
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.933, R^2 test: 0.226
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.976, Explained Variance Score Train: 0.844
AUC Validation: 0.597, Explained Variance Score Validation: 0.045
AUC Test: 0.769, Explained Variance Score Test: 0.233
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.276
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.866, R^2 test: 0.272
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.274
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.982, Explained Variance Score Train: 0.809
AUC Validation: 0.548, Explained Variance Score Validation: -0.022
AUC Test: 0.782, Explained Variance Score Test: 0.283
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.886, R^2 test: 0.267
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.943, R^2 test: 0.255
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.941, R^2 test: 0.242
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.974, Explained Variance Score Train: 0.865
AUC Validation: 0.766, Explained Variance Score Validation: 0.340
AUC Test: 0.782, Explained Variance Score Test: 0.247
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.628, R^2 test: 0.172
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: 0.210
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.200
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.964, Explained Variance Score Train: 0.805
AUC Validation: 0.622, Explained Variance Score Validation: 0.042
AUC Test: 0.770, Explained Variance Score Test: 0.203
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.766, R^2 test: 0.182
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: 0.171
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.235
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.965, Explained Variance Score Train: 0.833
AUC Validation: 0.754, Explained Variance Score Validation: 0.172
AUC Test: 0.751, Explained Variance Score Test: 0.180
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.177
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: 0.173
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.885, R^2 test: 0.197
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.984, Explained Variance Score Train: 0.887
AUC Validation: 0.591, Explained Variance Score Validation: 0.096
AUC Test: 0.737, Explained Variance Score Test: 0.158
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.226
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.225
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.245
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.990, Explained Variance Score Train: 0.835
AUC Validation: 0.753, Explained Variance Score Validation: 0.272
AUC Test: 0.755, Explained Variance Score Test: 0.215
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.824, R^2 test: 0.216
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.208
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.936, R^2 test: 0.232
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.989, Explained Variance Score Train: 0.926
AUC Validation: 0.739, Explained Variance Score Validation: 0.214
AUC Test: 0.801, Explained Variance Score Test: 0.250
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.852, R^2 test: 0.238
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.910, R^2 test: 0.226
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.913, R^2 test: 0.241
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.978, Explained Variance Score Train: 0.868
AUC Validation: 0.800, Explained Variance Score Validation: 0.342
AUC Test: 0.757, Explained Variance Score Test: 0.222
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.182
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: 0.180
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.192
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.988, Explained Variance Score Train: 0.910
AUC Validation: 0.817, Explained Variance Score Validation: 0.332
AUC Test: 0.790, Explained Variance Score Test: 0.201
total variables 330 and total subjects: 1751
->AUC validation: 0.699 95% CI: [0.641 , 0.757]
->AUC test: 0.769 95% CI: [0.758 , 0.781]
->Explained Variance (R2) validation: 0.183 95% CI: [0.102 , 0.264]
->Explained Variance (R2) test: 0.219 95% CI: [0.198 , 0.241]
Test set metrics:
@threshold:2.032, sens:0.000, spec:1.000, ppv:0.000, acc:0.771, f1:0.000, total+:0, total-:350
@threshold:1.331, sens:0.037, spec:1.000, ppv:1.000, acc:0.780, f1:0.072, total+:3, total-:347
@threshold:1.306, sens:0.050, spec:1.000, ppv:1.000, acc:0.783, f1:0.095, total+:4, total-:346
@threshold:1.093, sens:0.075, spec:0.996, ppv:0.857, acc:0.786, f1:0.138, total+:7, total-:343
@threshold:1.076, sens:0.087, spec:0.996, ppv:0.875, acc:0.789, f1:0.159, total+:8, total-:342
@threshold:0.955, sens:0.163, spec:0.993, ppv:0.867, acc:0.803, f1:0.274, total+:15, total-:335
@threshold:0.905, sens:0.175, spec:0.993, ppv:0.875, acc:0.806, f1:0.292, total+:16, total-:334
@threshold:0.904, sens:0.175, spec:0.989, ppv:0.824, acc:0.803, f1:0.289, total+:17, total-:333
@threshold:0.859, sens:0.188, spec:0.981, ppv:0.750, acc:0.800, f1:0.300, total+:20, total-:330
@threshold:0.728, sens:0.250, spec:0.978, ppv:0.769, acc:0.811, f1:0.377, total+:26, total-:324
@threshold:0.693, sens:0.263, spec:0.978, ppv:0.778, acc:0.814, f1:0.393, total+:27, total-:323
@threshold:0.691, sens:0.263, spec:0.974, ppv:0.750, acc:0.811, f1:0.389, total+:28, total-:322
@threshold:0.681, sens:0.275, spec:0.974, ppv:0.759, acc:0.814, f1:0.404, total+:29, total-:321
@threshold:0.639, sens:0.312, spec:0.970, ppv:0.758, acc:0.820, f1:0.442, total+:33, total-:317
@threshold:0.629, sens:0.325, spec:0.970, ppv:0.765, acc:0.823, f1:0.456, total+:34, total-:316
@threshold:0.609, sens:0.325, spec:0.967, ppv:0.743, acc:0.820, f1:0.452, total+:35, total-:315
@threshold:0.599, sens:0.338, spec:0.959, ppv:0.711, acc:0.817, f1:0.458, total+:38, total-:312
@threshold:0.599, sens:0.338, spec:0.956, ppv:0.692, acc:0.814, f1:0.454, total+:39, total-:311
@threshold:0.596, sens:0.350, spec:0.956, ppv:0.700, acc:0.817, f1:0.467, total+:40, total-:310
@threshold:0.595, sens:0.350, spec:0.952, ppv:0.683, acc:0.814, f1:0.463, total+:41, total-:309
@threshold:0.556, sens:0.362, spec:0.944, ppv:0.659, acc:0.811, f1:0.468, total+:44, total-:306
@threshold:0.551, sens:0.362, spec:0.941, ppv:0.644, acc:0.809, f1:0.464, total+:45, total-:305
@threshold:0.549, sens:0.375, spec:0.941, ppv:0.652, acc:0.811, f1:0.476, total+:46, total-:304
@threshold:0.473, sens:0.412, spec:0.937, ppv:0.660, acc:0.817, f1:0.508, total+:50, total-:300
@threshold:0.420, sens:0.425, spec:0.926, ppv:0.630, acc:0.811, f1:0.507, total+:54, total-:296
@threshold:0.403, sens:0.438, spec:0.922, ppv:0.625, acc:0.811, f1:0.515, total+:56, total-:294
@threshold:0.372, sens:0.450, spec:0.911, ppv:0.600, acc:0.806, f1:0.514, total+:60, total-:290
@threshold:0.360, sens:0.450, spec:0.907, ppv:0.590, acc:0.803, f1:0.511, total+:61, total-:289
@threshold:0.357, sens:0.463, spec:0.907, ppv:0.597, acc:0.806, f1:0.521, total+:62, total-:288
@threshold:0.354, sens:0.463, spec:0.904, ppv:0.587, acc:0.803, f1:0.517, total+:63, total-:287
@threshold:0.316, sens:0.475, spec:0.893, ppv:0.567, acc:0.797, f1:0.517, total+:67, total-:283
@threshold:0.300, sens:0.487, spec:0.889, ppv:0.565, acc:0.797, f1:0.523, total+:69, total-:281
@threshold:0.258, sens:0.500, spec:0.863, ppv:0.519, acc:0.780, f1:0.510, total+:77, total-:273
@threshold:0.245, sens:0.500, spec:0.859, ppv:0.513, acc:0.777, f1:0.506, total+:78, total-:272
@threshold:0.242, sens:0.512, spec:0.859, ppv:0.519, acc:0.780, f1:0.516, total+:79, total-:271
@threshold:0.236, sens:0.512, spec:0.856, ppv:0.512, acc:0.777, f1:0.512, total+:80, total-:270
@threshold:0.221, sens:0.525, spec:0.852, ppv:0.512, acc:0.777, f1:0.519, total+:82, total-:268
@threshold:0.217, sens:0.525, spec:0.848, ppv:0.506, acc:0.774, f1:0.515, total+:83, total-:267
@threshold:0.180, sens:0.537, spec:0.807, ppv:0.453, acc:0.746, f1:0.491, total+:95, total-:255
@threshold:0.179, sens:0.550, spec:0.804, ppv:0.454, acc:0.746, f1:0.497, total+:97, total-:253
@threshold:0.137, sens:0.562, spec:0.789, ppv:0.441, acc:0.737, f1:0.495, total+:102, total-:248
@threshold:0.125, sens:0.562, spec:0.785, ppv:0.437, acc:0.734, f1:0.492, total+:103, total-:247
@threshold:0.125, sens:0.575, spec:0.785, ppv:0.442, acc:0.737, f1:0.500, total+:104, total-:246
@threshold:0.124, sens:0.575, spec:0.781, ppv:0.438, acc:0.734, f1:0.497, total+:105, total-:245
@threshold:0.066, sens:0.588, spec:0.741, ppv:0.402, acc:0.706, f1:0.477, total+:117, total-:233
@threshold:0.065, sens:0.588, spec:0.737, ppv:0.398, acc:0.703, f1:0.475, total+:118, total-:232
@threshold:0.049, sens:0.600, spec:0.719, ppv:0.387, acc:0.691, f1:0.471, total+:124, total-:226
@threshold:0.042, sens:0.625, spec:0.715, ppv:0.394, acc:0.694, f1:0.483, total+:127, total-:223
@threshold:0.028, sens:0.637, spec:0.685, ppv:0.375, acc:0.674, f1:0.472, total+:136, total-:214
@threshold:0.027, sens:0.637, spec:0.681, ppv:0.372, acc:0.671, f1:0.470, total+:137, total-:213
@threshold:-0.027, sens:0.650, spec:0.589, ppv:0.319, acc:0.603, f1:0.428, total+:163, total-:187
@threshold:-0.028, sens:0.650, spec:0.585, ppv:0.317, acc:0.600, f1:0.426, total+:164, total-:186
@threshold:-0.037, sens:0.662, spec:0.585, ppv:0.321, acc:0.603, f1:0.433, total+:165, total-:185
@threshold:-0.037, sens:0.662, spec:0.581, ppv:0.319, acc:0.600, f1:0.431, total+:166, total-:184
@threshold:-0.037, sens:0.675, spec:0.581, ppv:0.323, acc:0.603, f1:0.437, total+:167, total-:183
@threshold:-0.038, sens:0.675, spec:0.578, ppv:0.321, acc:0.600, f1:0.435, total+:168, total-:182
@threshold:-0.044, sens:0.688, spec:0.578, ppv:0.325, acc:0.603, f1:0.442, total+:169, total-:181
@threshold:-0.044, sens:0.688, spec:0.574, ppv:0.324, acc:0.600, f1:0.440, total+:170, total-:180
@threshold:-0.047, sens:0.700, spec:0.570, ppv:0.326, acc:0.600, f1:0.444, total+:172, total-:178
@threshold:-0.052, sens:0.713, spec:0.567, ppv:0.328, acc:0.600, f1:0.449, total+:174, total-:176
@threshold:-0.053, sens:0.725, spec:0.567, ppv:0.331, acc:0.603, f1:0.455, total+:175, total-:175
@threshold:-0.054, sens:0.725, spec:0.563, ppv:0.330, acc:0.600, f1:0.453, total+:176, total-:174
@threshold:-0.062, sens:0.738, spec:0.548, ppv:0.326, acc:0.591, f1:0.452, total+:181, total-:169
@threshold:-0.071, sens:0.738, spec:0.544, ppv:0.324, acc:0.589, f1:0.450, total+:182, total-:168
@threshold:-0.076, sens:0.750, spec:0.541, ppv:0.326, acc:0.589, f1:0.455, total+:184, total-:166
@threshold:-0.077, sens:0.750, spec:0.537, ppv:0.324, acc:0.586, f1:0.453, total+:185, total-:165
@threshold:-0.090, sens:0.762, spec:0.504, ppv:0.313, acc:0.563, f1:0.444, total+:195, total-:155
@threshold:-0.091, sens:0.762, spec:0.500, ppv:0.311, acc:0.560, f1:0.442, total+:196, total-:154
@threshold:-0.099, sens:0.775, spec:0.481, ppv:0.307, acc:0.549, f1:0.440, total+:202, total-:148
@threshold:-0.099, sens:0.775, spec:0.478, ppv:0.305, acc:0.546, f1:0.438, total+:203, total-:147
@threshold:-0.106, sens:0.787, spec:0.463, ppv:0.303, acc:0.537, f1:0.438, total+:208, total-:142
@threshold:-0.108, sens:0.787, spec:0.459, ppv:0.301, acc:0.534, f1:0.436, total+:209, total-:141
@threshold:-0.111, sens:0.800, spec:0.452, ppv:0.302, acc:0.531, f1:0.438, total+:212, total-:138
@threshold:-0.111, sens:0.800, spec:0.448, ppv:0.300, acc:0.529, f1:0.437, total+:213, total-:137
@threshold:-0.121, sens:0.812, spec:0.441, ppv:0.301, acc:0.526, f1:0.439, total+:216, total-:134
@threshold:-0.125, sens:0.812, spec:0.437, ppv:0.300, acc:0.523, f1:0.438, total+:217, total-:133
@threshold:-0.129, sens:0.825, spec:0.437, ppv:0.303, acc:0.526, f1:0.443, total+:218, total-:132
@threshold:-0.131, sens:0.825, spec:0.433, ppv:0.301, acc:0.523, f1:0.441, total+:219, total-:131
@threshold:-0.156, sens:0.838, spec:0.411, ppv:0.296, acc:0.509, f1:0.438, total+:226, total-:124
@threshold:-0.156, sens:0.838, spec:0.407, ppv:0.295, acc:0.506, f1:0.436, total+:227, total-:123
@threshold:-0.171, sens:0.850, spec:0.381, ppv:0.289, acc:0.489, f1:0.432, total+:235, total-:115
@threshold:-0.173, sens:0.850, spec:0.378, ppv:0.288, acc:0.486, f1:0.430, total+:236, total-:114
@threshold:-0.200, sens:0.863, spec:0.337, ppv:0.278, acc:0.457, f1:0.421, total+:248, total-:102
@threshold:-0.207, sens:0.875, spec:0.333, ppv:0.280, acc:0.457, f1:0.424, total+:250, total-:100
@threshold:-0.208, sens:0.887, spec:0.333, ppv:0.283, acc:0.460, f1:0.429, total+:251, total-:99
@threshold:-0.209, sens:0.887, spec:0.330, ppv:0.282, acc:0.457, f1:0.428, total+:252, total-:98
@threshold:-0.231, sens:0.900, spec:0.315, ppv:0.280, acc:0.449, f1:0.427, total+:257, total-:93
@threshold:-0.251, sens:0.912, spec:0.311, ppv:0.282, acc:0.449, f1:0.431, total+:259, total-:91
@threshold:-0.299, sens:0.925, spec:0.259, ppv:0.270, acc:0.411, f1:0.418, total+:274, total-:76
@threshold:-0.302, sens:0.925, spec:0.256, ppv:0.269, acc:0.409, f1:0.417, total+:275, total-:75
@threshold:-0.411, sens:0.938, spec:0.174, ppv:0.252, acc:0.349, f1:0.397, total+:298, total-:52
@threshold:-0.415, sens:0.938, spec:0.170, ppv:0.251, acc:0.346, f1:0.396, total+:299, total-:51
@threshold:-0.441, sens:0.950, spec:0.152, ppv:0.249, acc:0.334, f1:0.395, total+:305, total-:45
@threshold:-0.446, sens:0.950, spec:0.148, ppv:0.248, acc:0.331, f1:0.394, total+:306, total-:44
@threshold:-0.466, sens:0.963, spec:0.141, ppv:0.249, acc:0.329, f1:0.396, total+:309, total-:41
@threshold:-0.476, sens:0.963, spec:0.137, ppv:0.248, acc:0.326, f1:0.395, total+:310, total-:40
@threshold:-0.636, sens:0.975, spec:0.044, ppv:0.232, acc:0.257, f1:0.375, total+:336, total-:14
@threshold:-0.646, sens:0.975, spec:0.041, ppv:0.231, acc:0.254, f1:0.374, total+:337, total-:13
@threshold:-0.745, sens:0.988, spec:0.030, ppv:0.232, acc:0.249, f1:0.375, total+:341, total-:9
@threshold:-0.754, sens:0.988, spec:0.026, ppv:0.231, acc:0.246, f1:0.374, total+:342, total-:8
@threshold:-1.006, sens:1.000, spec:0.004, ppv:0.229, acc:0.231, f1:0.373, total+:349, total-:1
MatDeliveryAge | coef 0.013 95% CI: [0.005 , 0.022] | OR_adj 1.013 [1.005 1.022] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.474
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.511
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.309
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.258
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.244
* Vital: Wt-gain16to24 | coef 0.012 95% CI: [0.004 , 0.021] | OR_adj 1.012 [1.004 1.021] | occ: 1468 | OR_unadj: 1.821 [1.385 2.394] | indivs AUC:0.584
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082
Diagnosis:9ccs126:Ot up rsp in:-0.074
Maternal Diagnosis:9ccs183:HTN in preg:0.071
Maternal Diagnosis:9ccs61:Sickle cell:0.065
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.063
Maternal Lab History: 1 HOUR-postPregnancy:0.063
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.062
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.062
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.061
Maternal Lab History: TEST NAME-postPregnancy:-0.059
Vital: Wt-gain5to10 | coef 0.012 95% CI: [-0.000 , 0.024] | OR_adj 1.012 [1.000 1.025] | occ: 1472 | OR_unadj: 1.156 [0.922 1.450] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: PTT-otherPregnancy:-0.090
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.084
Maternal Lab History: Varicella IgG-postPregnancy:-0.081
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080
Maternal Lab History: AST-otherPregnancy:0.078
Diagnosis:9ccs259:Unclassified:-0.076
Maternal Lab History: MPV-postPregnancy:0.075
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.073
Maternal Lab History: Alk Phos-postPregnancy:0.071
Number of Visits:0.070
Number of Visits | coef 0.011 95% CI: [0.008 , 0.014] | OR_adj 1.011 [1.008 1.014] | occ: 1743 | OR_unadj: 1.107 [0.879 1.394] | indivs AUC:0.500
Correlated most with:
Number of Visits:1.000
Diagnosis:9ccs126:Ot up rsp in:0.332
Diagnosis:9ccs92:Otitis media:0.277
Diagnosis:9ccs7:Viral infect:0.267
Diagnosis:9ccs135:Intest infct:0.234
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs155:Other GI dx:0.220
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs133:Oth low resp:0.195
Diagnosis:9ccs128:Asthma:0.187
* Vital: BMI-avg0to1 | coef 0.010 95% CI: [0.004 , 0.016] | OR_adj 1.010 [1.004 1.016] | occ: 1349 | OR_unadj: 1.526 [1.213 1.918] | indivs AUC:0.550
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.268
Maternal Diagnosis:9ccs184:Early labor:-0.261
Diagnosis:9ccs219:Low birth wt:-0.212
Maternal Diagnosis:9ccs185:Long pregncy:0.190
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.123
Maternal Diagnosis:9ccs183:HTN in preg:-0.120
Maternal Lab History: INHMOM-postPregnancy:-0.103
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.100
Maternal Lab History: HERPES II IgG-postPregnancy:-0.094
Newborn Diagnosis:9ccs221:Resp distres:-0.094
* Vital: Wt-gain3to7 | coef 0.010 95% CI: [0.007 , 0.012] | OR_adj 1.010 [1.007 1.012] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.531
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs92:Otitis media:0.091
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.086
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.084
Number of Visits:0.082
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.079
Diagnosis:9ccs127:COPD:0.078
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.074
Diagnosis:9ccs212:Ot bone dx:0.073
Maternal Lab History: RBC-postPregnancy:-0.073
Vital: Temp-avg3to5 | coef 0.010 95% CI: [0.006 , 0.013] | OR_adj 1.010 [1.006 1.014] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.443
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:0.085
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083
Maternal Lab History: URINE CULTURE-postPregnancy:-0.083
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.078
Diagnosis:9ccs7:Viral infect:-0.078
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.072
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.071
Diagnosis:9ccs155:Other GI dx:0.068
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.066
Maternal Lab History: INR-postPregnancy:-0.064
Vital: Wt for Length ZScore-gain13to19 | coef 0.009 95% CI: [0.005 , 0.014] | OR_adj 1.009 [1.005 1.014] | occ: 1485 | OR_unadj: 1.109 [0.884 1.392] | indivs AUC:0.540
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd:1.000
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.151
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.138
Maternal Diagnosis:9ccs5:HIV infectn:0.130
Maternal Diagnosis:9ccs7:Viral infect:0.130
Maternal Lab History: MONOCYTE-otherPregnancy:0.119
Maternal Diagnosis:9ccs48:Thyroid dsor:0.110
Maternal Diagnosis:9ccs181:Ot preg comp:0.108
Diagnosis:9ccs55:Fluid/elc dx:0.100
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.089
* Vital: BMI-latest | coef 0.009 95% CI: [0.007 , 0.012] | OR_adj 1.009 [1.007 1.012] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.785
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:-0.085
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.075
Maternal Lab History: WBC-otherPregnancy:0.074
Maternal Lab History: IRON-postPregnancy:-0.073
Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs5:HIV infectn:-0.070
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.070
Maternal Lab History: FREE T-4-otherPregnancy:-0.069
Vital: Wt for Length ZScore-gain1to5 | coef 0.009 95% CI: [0.006 , 0.012] | OR_adj 1.009 [1.006 1.013] | occ: 1421 | OR_unadj: 1.022 [0.812 1.287] | indivs AUC:0.463
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.215
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.213
Maternal Diagnosis:9ccs181:Ot preg comp:0.201
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.184
Maternal Diagnosis:9ccs128:Asthma:0.183
Maternal Lab History: COLONY COUNT-postPregnancy:0.174
Maternal Diagnosis:9ccs183:HTN in preg:0.163
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.159
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.154
Vital: BMI-gain3to7 | coef 0.009 95% CI: [0.003 , 0.015] | OR_adj 1.009 [1.003 1.015] | occ: 1478 | OR_unadj: 1.130 [0.893 1.430] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs127:COPD:0.084
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: TP VOLUME-otherPregnancy:-0.075
Diagnosis:9ccs222:Perint jaund:-0.075
Diagnosis:9ccs92:Otitis media:0.073
Diagnosis:9ccs212:Ot bone dx:0.071
Maternal Procedure History:96372-postPregnancy:0.070
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.066
Diagnosis:9ccs122:Pneumonia:0.065
* Vital: BMI-gain0to3 | coef 0.009 95% CI: [0.005 , 0.012] | OR_adj 1.009 [1.005 1.013] | occ: 1416 | OR_unadj: 1.282 [1.019 1.613] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.088
Maternal Lab History: PTT-postPregnancy:-0.084
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.076
Maternal Procedure History:96372-postPregnancy:0.072
Maternal Lab History: FASTING-postPregnancy:0.072
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.071
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.070
Maternal Procedure History:86580-otherPregnancy:-0.064
Maternal Diagnosis:9ccs185:Long pregncy:-0.062
Maternal Lab History: WBC-postPregnancy:0.061
* Vital: Wt-latest | coef 0.009 95% CI: [0.004 , 0.014] | OR_adj 1.009 [1.004 1.014] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.780
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.282
Diagnosis:9ccs92:Otitis media:0.237
Number of Visits:0.235
Diagnosis:9ccs10:Immuniz/scrn:0.219
Diagnosis:9ccs128:Asthma:0.149
Diagnosis:9ccs257:Ot aftercare:0.137
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs125:Bronchitis:0.134
Diagnosis:9ccs135:Intest infct:0.133
Diagnosis:9ccs122:Pneumonia:0.116
* Vital: Wt-gain7to13 | coef 0.009 95% CI: [0.006 , 0.012] | OR_adj 1.009 [1.006 1.012] | occ: 1496 | OR_unadj: 1.701 [1.338 2.162] | indivs AUC:0.543
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.117
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.100
Maternal Lab History: NT MoM-otherPregnancy:-0.100
Maternal Lab History: INHMOM-otherPregnancy:-0.100
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.099
Maternal Lab History: PTT-otherPregnancy:0.094
Maternal Lab History: HCG-otherPregnancy:-0.091
Maternal Lab History: INHMOM-postPregnancy:-0.087
Maternal Lab History: APTT-postPregnancy:0.081
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.078
* Vital: Wt Change-avg19to24 | coef 0.009 95% CI: [0.001 , 0.016] | OR_adj 1.009 [1.001 1.016] | occ: 879 | OR_unadj: 1.673 [1.252 2.235] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.145
Number of Visits:-0.130
Diagnosis:9ccs257:Ot aftercare:-0.125
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.113
Diagnosis:9ccs126:Ot up rsp in:-0.112
Diagnosis:9ccs7:Viral infect:-0.111
Maternal Lab History: GFR in African American-otherPregnancy:0.103
Maternal Lab History: GFR Calculation-otherPregnancy:0.103
Diagnosis:9ccs135:Intest infct:-0.093
Maternal Lab History: HERPES II IgG-postPregnancy:-0.089
Vital: Temp-latest | coef 0.009 95% CI: [0.006 , 0.011] | OR_adj 1.009 [1.006 1.011] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: TP PERIOD-otherPregnancy:0.108
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.098
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.093
Maternal Lab History: GAMMA GT-otherPregnancy:0.086
Diagnosis:9ccs83:Epilepsy/cnv:0.083
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.083
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Lab History: PTT-otherPregnancy:-0.080
Diagnosis:9ccs154:Gastroent:-0.079
Vital: Ht Percentile-gain16to24 | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.012] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.085
Diagnosis:9ccs59:Anemia:-0.077
Maternal Lab History: BUN-postPregnancy:0.074
Maternal Lab History: MONOS-postPregnancy:-0.067
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.066
Maternal Lab History: MPV-postPregnancy:0.065
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.062
Number of Visits:-0.062
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.061
Maternal Procedure History:90649-postPregnancy:0.060
* Vital: Wt for Length ZScore-avg13to16 | coef 0.008 95% CI: [0.004 , 0.013] | OR_adj 1.008 [1.004 1.013] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.704
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.330
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.155
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.130
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.124
Maternal Diagnosis:9ccs128:Asthma:0.117
Maternal Diagnosis:9ccs181:Ot preg comp:0.116
Maternal Diagnosis:9ccs48:Thyroid dsor:0.102
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.097
Maternal Diagnosis:9ccs49:DiabMel no c:0.096
Vital: Temp-avg1to3 | coef 0.008 95% CI: [0.005 , 0.012] | OR_adj 1.008 [1.005 1.012] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:-0.106
Diagnosis:9ccs7:Viral infect:-0.100
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.096
Maternal Lab History: COLONY COUNT-postPregnancy:-0.090
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.089
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.086
Diagnosis:9ccs134:Ot uppr resp:0.086
Diagnosis:9ccs10:Immuniz/scrn:-0.086
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.078
Maternal Procedure History:99000-otherPregnancy:0.078
Vital: Temp-avg19to24 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.504
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.128
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.127
Diagnosis:9ccs113:Late eff CVD:-0.094
Diagnosis:9ccs239:Superfic inj:-0.084
Diagnosis:9ccs10:Immuniz/scrn:-0.083
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.082
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.082
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.077
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.077
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.075
* Vital: Wt Change-latest | coef 0.008 95% CI: [0.002 , 0.013] | OR_adj 1.008 [1.002 1.014] | occ: 987 | OR_unadj: 1.430 [1.090 1.874] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.156
Diagnosis:9ccs257:Ot aftercare:-0.152
Number of Visits:-0.142
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.124
Diagnosis:9ccs126:Ot up rsp in:-0.121
Diagnosis:9ccs7:Viral infect:-0.112
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.110
Maternal Lab History: TP PERIOD-otherPregnancy:-0.108
Maternal Lab History: FERRITIN-otherPregnancy:-0.105
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.105
* Vital: HC-avg7to10 | coef 0.008 95% CI: [0.002 , 0.013] | OR_adj 1.008 [1.002 1.014] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.561
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Lab:297262 HEMOGLOBIN (HEMOCUE):0.083
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.082
Maternal Diagnosis:9ccs185:Long pregncy:0.081
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.074
Diagnosis:9ccs75:Hx mental dx:0.073
Maternal Diagnosis:9ccs184:Early labor:-0.071
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.070
Diagnosis:9ccs2603:E Codes: Fall:0.070
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.069
Vital: Temp-avg16to19 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.010] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.423
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.158
Diagnosis:9ccs255:Social admin:-0.148
Diagnosis:9ccs239:Superfic inj:-0.112
Diagnosis:9ccs126:Ot up rsp in:-0.111
Number of Visits:-0.106
Diagnosis:9ccs240:Burns:-0.093
Diagnosis:9ccs257:Ot aftercare:-0.092
Diagnosis:9ccs258:Other screen:-0.086
Diagnosis:9ccs90:Eye infectn:-0.082
Diagnosis:9ccs133:Oth low resp:-0.081
* Vital: BMI-avg5to7 | coef 0.007 95% CI: [0.005 , 0.010] | OR_adj 1.007 [1.005 1.010] | occ: 1341 | OR_unadj: 1.832 [1.456 2.305] | indivs AUC:0.624
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.097
Diagnosis:9ccs128:Asthma:0.092
Maternal Procedure History:S9470-postPregnancy:0.087
Diagnosis:9ccs95:Oth nerv dx:-0.086
Diagnosis:9ccs143:Abdom hernia:0.085
Maternal Lab History: EOSINOPHIL-postPregnancy:0.075
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.072
Maternal Lab History: MCH-postPregnancy:-0.072
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.068
Diagnosis:9ccs59:Anemia:0.068
* Vital: BMI-avg1to3 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.576
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.155
Maternal Diagnosis:9ccs184:Early labor:-0.147
Diagnosis:9ccs219:Low birth wt:-0.133
Diagnosis:9ccs64:Ot hematl dx:0.098
Maternal Lab History: MONOCYTE-otherPregnancy:0.092
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Lab History: PLATELET COUNT-postPregnancy:0.083
Maternal Lab History: ANION GAP-otherPregnancy:0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.080
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.076
Vital: Wt-gain10to16 | coef 0.007 95% CI: [0.001 , 0.014] | OR_adj 1.007 [1.001 1.014] | occ: 1466 | OR_unadj: 0.865 [0.679 1.104] | indivs AUC:0.566
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.093
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.087
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.077
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.076
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.074
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.074
Maternal Lab History: GAMMA GT-otherPregnancy:0.071
Number of Visits:0.071
Diagnosis:9ccs92:Otitis media:0.070
Lab:292495 LEAD LEVEL - Sunrise:0.067
Vital: Temp-avg10to13 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.561
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.139
Diagnosis:9ccs126:Ot up rsp in:0.109
Diagnosis:9ccs154:Gastroent:-0.081
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.081
Number of Visits:0.075
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.067
Diagnosis:9ccs124:Tonsillitis:0.064
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.063
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.063
Vital: Wt Percentile-gain16to24 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 963 | OR_unadj: 0.991 [0.728 1.347] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.089
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.082
Diagnosis:9ccs143:Abdom hernia:-0.079
Diagnosis:9ccs4:Mycoses:-0.071
Diagnosis:9ccs135:Intest infct:-0.070
Maternal Diagnosis:9ccs59:Anemia:0.068
Diagnosis:9ccs127:COPD:-0.064
Maternal Lab History: APTT-postPregnancy:0.064
Maternal Procedure History:86580-otherPregnancy:-0.061
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.059
* Vital: Wt Percentile-latest | coef 0.007 95% CI: [0.005 , 0.010] | OR_adj 1.007 [1.005 1.010] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.735
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Lab History: IRON-postPregnancy:-0.096
Diagnosis:9ccs128:Asthma:0.091
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.080
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Diagnosis:9ccs136:Teeth dx:-0.070
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069
Diagnosis:9ccs154:Gastroent:-0.068
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.065
Newborn Diagnosis:9ccs253:Allergy:-0.065
* Vital: Ht Percentile-latest | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.610
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.085
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.073
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.071
Diagnosis:9ccs59:Anemia:-0.070
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.069
Maternal Diagnosis:9ccs155:Other GI dx:0.066
Maternal Procedure History:59430-postPregnancy:-0.066
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.066
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.065
Vital: Wt-gain1to5 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.566
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.129
Number of Visits:0.107
Maternal Lab History: ALBUMIN-postPregnancy:-0.107
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.095
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.095
Diagnosis:9ccs257:Ot aftercare:0.090
Lab:297275 STREP RAPID TEST (POCT):-0.085
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.082
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.082
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.082
Vital: BMI-gain16to24 | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 1484 | OR_unadj: 1.317 [0.995 1.744] | indivs AUC:0.572
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.082
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.071
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.069
Diagnosis:9ccs259:Unclassified:-0.066
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.064
Maternal Diagnosis:9ccs128:Asthma:0.062
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.062
Diagnosis:9ccs126:Ot up rsp in:-0.062
Diagnosis:9ccs135:Intest infct:-0.062
Maternal Lab History: PAPP-A-otherPregnancy:0.060
Vital: Wt for Length ZScore-gain10to16 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1500 | OR_unadj: 1.181 [0.941 1.483] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs62:Coag/hemr dx:1.000
Maternal Procedure History:97110-postPregnancy:0.233
Maternal Procedure History:97001-postPregnancy:0.208
Diagnosis:9ccs55:Fluid/elc dx:0.180
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.146
Maternal Diagnosis:9ccs60:Acut p-h anm:0.139
Maternal Diagnosis:9ccs181:Ot preg comp:0.123
Diagnosis:9ccs62:Coag/hemr dx:0.114
Maternal Diagnosis:9ccs238:Complic proc:0.107
Maternal Diagnosis:9ccs46:Bnign ut neo:0.101
Vital: Ht Percentile-gain13to19 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.541
Correlated most with:
Maternal Lab History: GLUCOSE-otherPregnancy:0.074
Diagnosis:9ccs244:Other injury:0.068
Newborn Diagnosis:9ccs191:Amnios dx:-0.067
Newborn Diagnosis:9ccs223:Birth trauma:-0.066
Maternal Lab History: 1 HOUR-postPregnancy:-0.065
Diagnosis:9ccs259:Unclassified:0.064
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.063
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.060
Maternal Diagnosis:9ccs181:Ot preg comp:0.058
Maternal Lab History: POLYS-postPregnancy:-0.058
* Vital: Wt-gain0to3 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1425 | OR_unadj: 1.462 [1.162 1.839] | indivs AUC:0.553
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:-0.082
Maternal Lab History: FREE T3-postPregnancy:0.078
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.071
Maternal Lab History: FASTING-otherPregnancy:0.068
Maternal Lab History: PTT-postPregnancy:-0.068
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.067
Diagnosis:9ccs216:Nerv cong an:-0.067
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.065
Diagnosis:9ccs8:Oth infectns:0.064
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.064
Vital: HC-gain7to13 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.463
Correlated most with:
Maternal Lab History: Alk Phos-postPregnancy:-0.096
Maternal Lab History: APF MoM-otherPregnancy:-0.079
Maternal Diagnosis:9ccs183:HTN in preg:-0.077
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.073
Diagnosis:9ccs58:Ot nutrit dx:-0.072
Maternal Procedure History:99401-postPregnancy:-0.072
Maternal Lab History: INHMOM-postPregnancy:-0.072
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.071
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.070
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.070
* Vital: BMI-avg16to19 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.710
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.090
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Maternal Lab History: WBC-otherPregnancy:0.076
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.073
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.069
Newborn Diagnosis:9ccs191:Amnios dx:0.066
Maternal Lab History: CREATININE-postPregnancy:0.064
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.064
Maternal Lab History: RUBELLA-postPregnancy:0.063
Diagnosis:9ccs143:Abdom hernia:0.062
Vital: Wt for Length ZScore-gain7to13 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1479 | OR_unadj: 1.133 [0.902 1.422] | indivs AUC:0.559
Correlated most with:
Maternal Diagnosis:9ccs61:Sickle cell:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.134
Lab:294205 TSH REFLEX TO FT4 - LMC:0.126
Maternal Diagnosis:9ccs46:Bnign ut neo:0.115
Maternal Diagnosis:9ccs196:Nml preg/del:-0.110
Maternal Diagnosis:9ccs181:Ot preg comp:0.108
Diagnosis:10ccs58:Ot nutrit dx:0.083
Maternal Diagnosis:9ccs60:Acut p-h anm:0.076
Diagnosis:9ccs8:Oth infectns:0.076
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.076
* Vital: Wt for Length ZScore-avg5to7 | coef 0.007 95% CI: [0.003 , 0.010] | OR_adj 1.007 [1.003 1.010] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.632
Correlated most with:
Maternal Diagnosis:9ccs0:No DX:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.173
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.127
Maternal Diagnosis:9ccs196:Nml preg/del:-0.119
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.111
Maternal Procedure History:J7300-postPregnancy:-0.109
Maternal Lab History: EOSINOPHIL-postPregnancy:0.106
Maternal Lab History: AFP-postPregnancy:0.103
Maternal Lab History: RUBELLA-postPregnancy:0.089
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.086
Vital: Ht-gain7to13 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.097
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.086
Maternal Lab History: NT MoM-otherPregnancy:-0.085
Maternal Lab History: INHMOM-otherPregnancy:-0.084
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.083
Maternal Lab History: INHMOM-postPregnancy:-0.079
Maternal Diagnosis:9ccs183:HTN in preg:-0.079
Maternal Lab History: PTT-otherPregnancy:0.077
Maternal Lab History: HCG-otherPregnancy:-0.077
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.070
Vital: Ht-gain0to3 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.555
Correlated most with:
Maternal Lab History: PTT-postPregnancy:-0.084
Maternal Lab History: FASTING-otherPregnancy:0.084
Maternal Lab History: FASTING-postPregnancy:0.077
Diagnosis:9ccs8:Oth infectns:0.072
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.071
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.071
Maternal Lab History: WBC-postPregnancy:0.070
Diagnosis:9ccs2:Septicemia:0.067
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.067
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.066
* Vital: Wt Change-avg16to19 | coef 0.006 95% CI: [0.002 , 0.011] | OR_adj 1.006 [1.002 1.011] | occ: 716 | OR_unadj: 1.806 [1.349 2.418] | indivs AUC:0.537
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.130
Diagnosis:9ccs239:Superfic inj:-0.097
Diagnosis:9ccs125:Bronchitis:-0.097
Diagnosis:9ccs7:Viral infect:-0.097
Number of Visits:-0.094
Diagnosis:9ccs128:Asthma:-0.090
Diagnosis:9ccs257:Ot aftercare:-0.086
Diagnosis:9ccs126:Ot up rsp in:-0.086
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.085
Maternal Lab History: hCG MoM-postPregnancy:-0.085
* Vital: Wt for Length ZScore-avg1to3 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.501
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.994
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.336
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.336
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.335
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.333
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.266
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.264
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.174
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.172
Vital: Wt Percentile-gain13to19 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 812 | OR_unadj: 1.283 [0.948 1.736] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.084
Maternal Lab History: MONOCYTE-postPregnancy:-0.083
Maternal Procedure History:90746-postPregnancy:0.077
Maternal Lab History: 1 HOUR-postPregnancy:-0.072
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.072
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.071
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.069
Maternal Lab History: URINE CULTURE-postPregnancy:-0.068
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.068
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.067
Vital: Temp-avg0to1 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.159
Diagnosis:9ccs255:Social admin:-0.118
Diagnosis:9ccs95:Oth nerv dx:-0.116
Diagnosis:9ccs76:Meningitis:-0.098
Diagnosis:9ccs7:Viral infect:-0.093
Diagnosis:9ccs166:Oth male gen:-0.083
Diagnosis:9ccs198:Ot infl skin:-0.076
Diagnosis:9ccs257:Ot aftercare:-0.074
Diagnosis:9ccs125:Bronchitis:-0.071
Diagnosis:9ccs128:Asthma:-0.068
Vital: HR-latest | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.527
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.087
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.068
Maternal Procedure History:58300-postPregnancy:-0.067
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.066
Diagnosis:9ccs124:Tonsillitis:-0.063
Diagnosis:9ccs127:COPD:-0.063
Diagnosis:9ccs96:Hrt valve dx:-0.062
Diagnosis:9ccs117:Ot circul dx:-0.061
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.060
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.058
* Vital: Wt-avg7to10 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1374 | OR_unadj: 2.112 [1.680 2.657] | indivs AUC:0.665
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.089
Maternal Procedure History:S9470-postPregnancy:0.086
Maternal Diagnosis:9ccs184:Early labor:-0.084
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Maternal Lab History: URINE PH-otherPregnancy:-0.080
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.079
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.075
Diagnosis:9ccs128:Asthma:0.073
Vital: Temp-avg7to10 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.418
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.219
Diagnosis:9ccs255:Social admin:-0.172
Diagnosis:9ccs257:Ot aftercare:-0.140
Diagnosis:9ccs7:Viral infect:-0.138
Diagnosis:9ccs126:Ot up rsp in:-0.136
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.089
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.087
Diagnosis:9ccs125:Bronchitis:-0.086
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.085
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.083
Vital: Temp-avg13to16 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.277
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267
Maternal Lab History: ANION GAP-otherPregnancy:0.234
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.218
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.210
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.182
Diagnosis:9ccs255:Social admin:-0.178
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:-0.175
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.173
* Vital: Wt-avg0to1 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.583
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.352
Maternal Diagnosis:9ccs184:Early labor:-0.345
Diagnosis:9ccs219:Low birth wt:-0.282
Maternal Diagnosis:9ccs185:Long pregncy:0.261
Maternal Diagnosis:9ccs183:HTN in preg:-0.159
Lab:297262 HEMOGLOBIN (HEMOCUE):0.131
Newborn Diagnosis:9ccs221:Resp distres:-0.123
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs190:Fetal distrs:0.110
Maternal Lab History: INHMOM-postPregnancy:-0.106
Vital: Wt for Length ZScore-gain5to10 | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1486 | OR_unadj: 1.088 [0.866 1.367] | indivs AUC:0.478
Correlated most with:
Maternal Diagnosis:9ccs60:Acut p-h anm:1.000
Maternal Procedure History:96372-otherPregnancy:0.213
Maternal Diagnosis:9ccs181:Ot preg comp:0.176
Maternal Procedure History:97110-postPregnancy:0.153
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.139
Maternal Procedure History:97001-postPregnancy:0.137
Maternal Diagnosis:9ccs46:Bnign ut neo:0.131
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.100
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.092
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.092
* Vital: Ht Percentile-avg19to24 | coef 0.006 95% CI: [0.002 , 0.010] | OR_adj 1.006 [1.002 1.010] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.557
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.086
Diagnosis:9ccs136:Teeth dx:-0.078
Maternal Procedure History:59430-postPregnancy:-0.077
Diagnosis:9ccs59:Anemia:-0.076
Maternal Diagnosis:9ccs155:Other GI dx:0.069
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.067
Maternal Diagnosis:9ccs185:Long pregncy:0.066
Maternal Diagnosis:9ccs184:Early labor:-0.066
Maternal Lab History: PAPP-A-postPregnancy:-0.063
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.062
Vital: Wt for Length ZScore-avg0to1 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.493
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.996
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.560
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.558
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.558
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.556
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.472
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.450
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.449
* Vital: HC-gain3to7 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.461
Correlated most with:
Number of Visits:0.080
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.074
Maternal Lab History: TP VOLUME-otherPregnancy:-0.068
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.064
Maternal Procedure History:45300-postPregnancy:-0.063
Maternal Procedure History:96372-postPregnancy:0.063
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.062
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:-0.062
Diagnosis:9ccs92:Otitis media:0.061
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.060
Vital: Temp-avg5to7 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.517
Correlated most with:
Maternal Procedure History:97001-postPregnancy:-0.191
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.118
Maternal Procedure History:97110-postPregnancy:-0.100
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.088
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.087
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.086
Diagnosis:9ccs122:Pneumonia:0.081
Number of Visits:0.078
Maternal Lab History: BETA HCG FREE-postPregnancy:0.074
Maternal Procedure History:45300-postPregnancy:-0.074
Vital: HC-avg0to1 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.550
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.278
Newborn Diagnosis:9ccs219:Low birth wt:-0.277
Diagnosis:9ccs219:Low birth wt:-0.224
Maternal Diagnosis:9ccs185:Long pregncy:0.192
Lab:297262 HEMOGLOBIN (HEMOCUE):0.123
Newborn Diagnosis:9ccs222:Perint jaund:-0.113
Maternal Diagnosis:9ccs190:Fetal distrs:0.108
Maternal Lab History: HERPES I IgG-postPregnancy:-0.105
Diagnosis:9ccs205:Back problem:-0.092
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
* Vital: Wt-avg10to13 | coef 0.006 95% CI: [0.001 , 0.010] | OR_adj 1.006 [1.001 1.011] | occ: 1417 | OR_unadj: 2.797 [2.219 3.525] | indivs AUC:0.698
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.105
Newborn Diagnosis:9ccs191:Amnios dx:0.091
Maternal Procedure History:S9470-postPregnancy:0.091
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Lab History: IRON-postPregnancy:-0.072
Maternal Diagnosis:9ccs190:Fetal distrs:0.071
Maternal Diagnosis:9ccs184:Early labor:-0.069
Maternal Lab History: ESTRIOL-postPregnancy:0.069
Maternal Diagnosis:9ccs188:Pelvic obstr:0.068
* Vital: BMI-avg10to13 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.666
Correlated most with:
Diagnosis:9ccs128:Asthma:0.101
Newborn Diagnosis:9ccs191:Amnios dx:0.094
Maternal Lab History: ESTRIOL-postPregnancy:0.091
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.086
Diagnosis:9ccs246:FUO:-0.079
MatDeliveryAge:-0.077
Maternal Procedure History:86580-otherPregnancy:-0.075
Diagnosis:9ccs95:Oth nerv dx:-0.071
Diagnosis:9ccs143:Abdom hernia:0.068
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.067
* Vital: Wt-avg1to3 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.008] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.618
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.301
Maternal Diagnosis:9ccs184:Early labor:-0.294
Diagnosis:9ccs219:Low birth wt:-0.233
Maternal Diagnosis:9ccs185:Long pregncy:0.167
Newborn Diagnosis:9ccs221:Resp distres:-0.122
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117
Newborn Diagnosis:9ccs222:Perint jaund:-0.116
Newborn Diagnosis:9ccs253:Allergy:-0.104
Lab:297262 HEMOGLOBIN (HEMOCUE):0.103
Maternal Diagnosis:9ccs183:HTN in preg:-0.096
* Vital: Ht-avg10to13 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.581
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:-0.166
Maternal Diagnosis:9ccs184:Early labor:-0.123
Diagnosis:9ccs246:FUO:0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.106
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Diagnosis:9ccs219:Low birth wt:-0.085
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.074
Maternal Diagnosis:9ccs181:Ot preg comp:0.071
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.070
Maternal Procedure History:86580-otherPregnancy:0.070
Vital: Wt for Length ZScore-gain0to3 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1343 | OR_unadj: 1.177 [0.935 1.480] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c:1.000
Maternal Diagnosis:9ccs186:DM in preg:0.454
Newborn Diagnosis:9ccs259:Unclassified:0.168
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.127
MatDeliveryAge:0.121
Maternal Lab History: TP VOLUME-otherPregnancy:0.115
Lab:294147 FREE T4 - LMC:-0.114
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.108
Newborn Diagnosis:9ccs253:Allergy:0.104
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.103
* Vital: BMI-avg3to5 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.630
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.107
Maternal Procedure History:96372-postPregnancy:-0.100
Maternal Lab History: EOSINOPHIL-postPregnancy:0.093
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.088
Maternal Lab History: MCH-postPregnancy:-0.082
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080
Maternal Lab History: FASTING-otherPregnancy:-0.078
Maternal Lab History: PLATELET COUNT-postPregnancy:0.076
Maternal Lab History: 3 HOUR-otherPregnancy:0.074
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.074
* Vital: Wt for Length ZScore-gain3to7 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1470 | OR_unadj: 1.423 [1.134 1.786] | indivs AUC:0.622
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.373
Maternal Procedure History:45300-postPregnancy:0.122
Maternal Lab History: RDW-postPregnancy:0.112
Maternal Diagnosis:9ccs155:Other GI dx:0.112
Maternal Procedure History:85018-postPregnancy:0.107
Maternal Lab History: TP PERIOD-otherPregnancy:0.104
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.101
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.097
* Vital: Ht-gain1to5 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.454
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:-0.117
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.102
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.097
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.097
Number of Visits:0.090
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.085
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.085
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.084
Lab:297275 STREP RAPID TEST (POCT):-0.080
Vital: BMI-gain10to16 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1482 | OR_unadj: 0.877 [0.692 1.111] | indivs AUC:0.557
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.086
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.081
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.080
Maternal Lab History: GAMMA GT-otherPregnancy:0.072
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.068
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.068
Maternal Lab History: LDH-postPregnancy:0.060
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.060
Maternal Diagnosis:9ccs183:HTN in preg:0.060
Maternal Lab History: URINE CULTURE-postPregnancy:0.060
Vital: HC-gain16to24 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.561
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.094
Maternal Diagnosis:9ccs98:HTN:-0.089
Maternal Lab History: POTASSIUM-otherPregnancy:0.083
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.078
Diagnosis:9ccs134:Ot uppr resp:-0.076
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.067
Maternal Lab History: RUBELLA-otherPregnancy:-0.063
Maternal Lab History: TP VOLUME-otherPregnancy:0.060
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.059
Maternal Procedure History:90801-postPregnancy:-0.056
Vital: Ht-gain13to19 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.526
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.076
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.076
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.074
Maternal Lab History: EOSINOPHIL-postPregnancy:0.066
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.066
Diagnosis:9ccs243:Poisn nonmed:0.062
Maternal Diagnosis:9ccs183:HTN in preg:-0.061
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.060
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.059
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.057
Vital: Ht Percentile-gain10to16 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.110
Diagnosis:9ccs0:No DX:0.103
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.087
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.085
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.070
Lab:292495 LEAD LEVEL - Sunrise:0.069
Maternal Lab History: URINE CULTURE-postPregnancy:0.068
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.064
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.063
Maternal Lab History: FERRITIN-otherPregnancy:0.062
* Vital: Wt for Len Percentile-gain3to7 | coef 0.006 95% CI: [0.002 , 0.009] | OR_adj 1.006 [1.002 1.009] | occ: 1184 | OR_unadj: 1.549 [1.223 1.962] | indivs AUC:0.540
Correlated most with:
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087
Newborn Diagnosis:9ccs224:Ot perint dx:-0.080
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Diagnosis:9ccs76:Meningitis:0.071
Diagnosis:9ccs92:Otitis media:0.069
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.069
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.064
Maternal Lab History: HERPES II IgG-postPregnancy:0.063
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.062
Maternal Lab History: 3 HOUR-otherPregnancy:0.061
* Vital: Wt-avg13to16 | coef 0.006 95% CI: [0.001 , 0.011] | OR_adj 1.006 [1.001 1.011] | occ: 1316 | OR_unadj: 2.403 [1.908 3.025] | indivs AUC:0.721
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.109
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.100
Maternal Lab History: WBC-otherPregnancy:0.086
Diagnosis:9ccs136:Teeth dx:-0.078
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs143:Abdom hernia:0.077
Maternal Diagnosis:9ccs188:Pelvic obstr:0.077
Diagnosis:9ccs147:Anal/rectal:0.077
Maternal Diagnosis:9ccs186:DM in preg:-0.075
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.075
Vital: Ht Percentile-avg13to16 | coef 0.006 95% CI: [0.001 , 0.010] | OR_adj 1.006 [1.001 1.010] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.553
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Procedure History:59430-postPregnancy:-0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.072
Maternal Lab History: TP VOLUME-otherPregnancy:-0.071
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.068
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.067
Maternal Lab History: URINE CULTURE-postPregnancy:-0.064
Newborn Diagnosis:9ccs253:Allergy:-0.064
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.064
* Vital: Ht-latest | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.605
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.347
Diagnosis:9ccs10:Immuniz/scrn:0.289
Diagnosis:9ccs92:Otitis media:0.280
Number of Visits:0.252
Diagnosis:9ccs7:Viral infect:0.183
Diagnosis:9ccs257:Ot aftercare:0.180
Diagnosis:9ccs135:Intest infct:0.160
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145
Diagnosis:9ccs125:Bronchitis:0.140
* Vital: Ht Percentile-gain7to13 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.533
Correlated most with:
Maternal Lab History: NT MoM-otherPregnancy:-0.093
Maternal Lab History: APF MoM-otherPregnancy:-0.091
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.090
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.087
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.085
Maternal Lab History: URINE CULTURE-postPregnancy:-0.082
Lab:292495 LEAD LEVEL - Sunrise:-0.080
Maternal Lab History: FERRITIN-otherPregnancy:-0.079
Maternal Lab History: HCG-otherPregnancy:-0.079
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.077
Vital: HC-gain0to3 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:-0.083
Maternal Diagnosis:9ccs211:Ot conn tiss:-0.077
Diagnosis:9ccs251:Abdomnl pain:-0.064
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.064
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.062
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.061
Diagnosis:9ccs240:Burns:-0.059
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.057
Maternal Lab History: FREE T-4-postPregnancy:0.057
Diagnosis:9ccs200:Oth skin dx:0.057
* Vital: BMI-avg13to16 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1283 | OR_unadj: 2.266 [1.799 2.852] | indivs AUC:0.687
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.086
Maternal Lab History: ESTRIOL-postPregnancy:0.085
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.075
Maternal Diagnosis:9ccs188:Pelvic obstr:0.075
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Lab History: APF MoM-postPregnancy:-0.075
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.073
MatDeliveryAge:-0.071
Maternal Lab History: MCH-postPregnancy:-0.070
Diagnosis:9ccs128:Asthma:0.069
Vital: Wt Percentile-gain7to13 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 663 | OR_unadj: 1.165 [0.818 1.659] | indivs AUC:0.535
Correlated most with:
Maternal Lab History: HCG-otherPregnancy:-0.180
Maternal Lab History: NT MoM-otherPregnancy:-0.179
Maternal Lab History: APF MoM-otherPregnancy:-0.175
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.175
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.165
Maternal Lab History: INHMOM-otherPregnancy:-0.155
Maternal Lab History: INHMOM-postPregnancy:-0.144
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.142
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.135
Maternal Lab History: HERPES I IgG-postPregnancy:0.129
* Vital: Ht-avg5to7 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.576
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.243
Maternal Diagnosis:9ccs184:Early labor:-0.152
Newborn Diagnosis:9ccs219:Low birth wt:-0.150
Maternal Diagnosis:9ccs185:Long pregncy:0.115
Diagnosis:9ccs219:Low birth wt:-0.106
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.098
Diagnosis:9ccs3:Oth bact inf:0.097
Newborn Diagnosis:9ccs218:Liveborn:-0.097
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.088
Newborn Diagnosis:9ccs253:Allergy:-0.083
Vital: Ht-gain3to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs127:COPD:0.093
Number of Visits:0.084
Maternal Lab History: TP VOLUME-otherPregnancy:-0.081
Diagnosis:9ccs92:Otitis media:0.080
Diagnosis:9ccs126:Ot up rsp in:0.078
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.077
Diagnosis:9ccs212:Ot bone dx:0.072
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.072
Diagnosis:9ccs47:Ot bnign neo:-0.070
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.068
* Vital: Wt-gain13to19 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1448 | OR_unadj: 1.720 [1.369 2.161] | indivs AUC:0.550
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.070
Maternal Diagnosis:9ccs183:HTN in preg:-0.065
Diagnosis:9ccs243:Poisn nonmed:0.065
Maternal Lab History: PAPP-A MoM-postPregnancy:0.063
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.063
Maternal Lab History: EOSINOPHIL-postPregnancy:0.062
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.060
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.059
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.056
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.055
* Vital: Wt for Length ZScore-gain0to24 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.803
Correlated most with:
Maternal Diagnosis:9ccs106:Dysrhythmia:1.000
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.191
Maternal Diagnosis:9ccs181:Ot preg comp:0.152
Maternal Diagnosis:9ccs238:Complic proc:0.139
Maternal Diagnosis:9ccs159:UTI:0.092
Diagnosis:9ccs246:FUO:0.092
Diagnosis:9ccs2:Septicemia:0.076
Maternal Diagnosis:9ccs191:Amnios dx:0.072
Diagnosis:9ccs62:Coag/hemr dx:0.070
Maternal Diagnosis:9ccs7:Viral infect:0.070
* Vital: Wt for Length ZScore-latest | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.803
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.361
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.275
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.274
Maternal Lab History: FREE T-4-postPregnancy:0.250
Maternal Lab History: FREE T-4-otherPregnancy:-0.160
Diagnosis:9ccs48:Thyroid dsor:0.155
Maternal Diagnosis:9ccs181:Ot preg comp:0.136
Lab:294147 FREE T4 - LMC:0.126
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.110
Vital: BMI-gain1to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1461 | OR_unadj: 0.988 [0.787 1.241] | indivs AUC:0.574
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.121
Maternal Lab History: ALBUMIN-postPregnancy:-0.116
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.095
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.089
Number of Visits:0.088
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.081
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.081
Maternal Diagnosis:9ccs184:Early labor:0.078
Diagnosis:9ccs257:Ot aftercare:0.076
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.069
Vital: Wt for Len Percentile-gain13to19 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.448
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.080
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: LDL-postPregnancy:-0.075
Maternal Lab History: BASOPHIL-postPregnancy:0.074
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.065
Maternal Lab History: MONOCYTE-postPregnancy:-0.065
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.065
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.065
Maternal Lab History: TP VOLUME-otherPregnancy:-0.062
* Vital: HC-avg5to7 | coef 0.005 95% CI: [0.002 , 0.009] | OR_adj 1.005 [1.002 1.009] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.528
Correlated most with:
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.173
Diagnosis:9ccs10:Immuniz/scrn:-0.162
Maternal Lab History: IRON-postPregnancy:-0.156
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.154
Diagnosis:9ccs3:Oth bact inf:-0.152
Diagnosis:9ccs255:Social admin:-0.137
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.134
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.131
Diagnosis:9ccs7:Viral infect:-0.123
Diagnosis:9ccs126:Ot up rsp in:-0.112
* Vital: Wt for Length Zscore-avg10to13 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.700
Correlated most with:
Maternal Diagnosis:9ccs6:Hepatitis:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.323
Maternal Lab History: GFR in African American-otherPregnancy:0.277
Maternal Lab History: GFR Calculation-otherPregnancy:0.277
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.225
Maternal Procedure History:81025-otherPregnancy:0.204
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.202
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.176
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.151
Maternal Diagnosis:9ccs5:HIV infectn:0.130
Vital: BMI-gain5to10 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1471 | OR_unadj: 1.143 [0.910 1.435] | indivs AUC:0.549
Correlated most with:
Maternal Lab History: MPV-postPregnancy:0.101
Maternal Lab History: Alk Phos-postPregnancy:0.090
Maternal Lab History: PTT-otherPregnancy:-0.079
Maternal Lab History: POTASSIUM-postPregnancy:0.079
Maternal Lab History: INR-postPregnancy:-0.077
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.076
Maternal Lab History: TP VOLUME-otherPregnancy:0.072
Maternal Lab History: 2 HOUR-otherPregnancy:-0.070
Maternal Lab History: AST-otherPregnancy:0.070
Newborn Diagnosis:9ccs0:No DX:0.069
* Vital: BMI-gain13to19 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1462 | OR_unadj: 1.439 [1.146 1.808] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.072
Maternal Lab History: EOSINOPHIL-postPregnancy:0.071
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.071
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.069
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.064
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.064
Maternal Lab History: LDL-postPregnancy:-0.063
Diagnosis:9ccs243:Poisn nonmed:0.059
Maternal Diagnosis:9ccs183:HTN in preg:-0.059
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.058
* Vital: Ht-avg3to5 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.514
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.209
Maternal Diagnosis:9ccs184:Early labor:-0.207
Diagnosis:9ccs219:Low birth wt:-0.174
Maternal Diagnosis:9ccs185:Long pregncy:0.157
Diagnosis:9ccs10:Immuniz/scrn:-0.152
Newborn Diagnosis:9ccs253:Allergy:-0.127
Diagnosis:9ccs255:Social admin:-0.111
Maternal Lab History: 3 HOUR-otherPregnancy:-0.100
Newborn Diagnosis:9ccs256:Exam/eval:-0.098
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097
Vital: Ht-gain5to10 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.537
Correlated most with:
Maternal Lab History: MPV-postPregnancy:0.102
Maternal Lab History: Alk Phos-postPregnancy:0.086
Maternal Lab History: PTT-otherPregnancy:-0.082
Maternal Lab History: AST-otherPregnancy:0.077
Maternal Lab History: Varicella IgG-postPregnancy:-0.076
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.074
Maternal Lab History: POTASSIUM-postPregnancy:0.072
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.069
Maternal Lab History: IRON-postPregnancy:0.069
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068
Vital: Wt for Len Percentile-gain7to13 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1336 | OR_unadj: 1.084 [0.859 1.369] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.123
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.113
Maternal Lab History: INHMOM-otherPregnancy:-0.110
Maternal Lab History: NT MoM-otherPregnancy:-0.102
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.101
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.098
Maternal Lab History: HCG-otherPregnancy:-0.095
Maternal Lab History: APTT-postPregnancy:0.093
Maternal Lab History: INHMOM-postPregnancy:-0.089
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.088
Vital: Ht-gain16to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.077
Diagnosis:9ccs55:Fluid/elc dx:-0.073
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.070
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.062
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.060
Maternal Lab History: PAPP-A-otherPregnancy:0.060
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.059
Maternal Lab History: APTT-postPregnancy:0.059
Diagnosis:9ccs126:Ot up rsp in:-0.059
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.057
Vital: Wt for Len Percentile-gain5to10 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1318 | OR_unadj: 0.982 [0.778 1.240] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:-0.075
Maternal Lab History: Alk Phos-postPregnancy:0.072
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.070
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068
Maternal Lab History: WEIGHT-postPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.066
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.063
Maternal Lab History: PO2-postPregnancy:0.063
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.063
Maternal Lab History: RDW-postPregnancy:0.063
Vital: HC-gain1to5 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.097
Maternal Lab History: ALBUMIN-postPregnancy:-0.089
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:0.086
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080
Maternal Lab History: FERRITIN-otherPregnancy:-0.078
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.075
* Vital: Wt for Len Percentile-avg10to13 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.696
Correlated most with:
Diagnosis:9ccs128:Asthma:0.105
Maternal Lab History: ESTRIOL-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
MatDeliveryAge:-0.077
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.074
Maternal Diagnosis:9ccs190:Fetal distrs:0.073
Diagnosis:9ccs95:Oth nerv dx:-0.071
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.070
Vital: Wt Change-avg3to5 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 370 | OR_unadj: 0.972 [0.656 1.439] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:-0.113
Maternal Lab History: GFR Calculation-postPregnancy:-0.113
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.102
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.099
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.097
Diagnosis:9ccs133:Oth low resp:-0.097
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.093
Maternal Lab History: IRON-postPregnancy:-0.093
Maternal Procedure History:97014-postPregnancy:-0.084
Maternal Lab History: PH-otherPregnancy:-0.083
* Vital: Wt for Length ZScore-avg19to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1392 | OR_unadj: 4.002 [3.155 5.076] | indivs AUC:0.806
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo:1.000
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.138
Maternal Diagnosis:9ccs60:Acut p-h anm:0.131
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.115
Maternal Diagnosis:9ccs61:Sickle cell:0.115
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.101
Maternal Diagnosis:9ccs238:Complic proc:0.101
MatDeliveryAge:0.094
Maternal Diagnosis:9ccs195:Ot compl bir:0.083
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.082
* Vital: Wt-avg16to19 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1323 | OR_unadj: 3.040 [2.410 3.836] | indivs AUC:0.720
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.104
Maternal Lab History: WBC-otherPregnancy:0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Maternal Lab History: CREATININE-postPregnancy:0.081
Maternal Lab History: PAPP-A MoM-postPregnancy:0.079
Maternal Diagnosis:9ccs184:Early labor:-0.078
Diagnosis:9ccs143:Abdom hernia:0.077
Newborn Diagnosis:9ccs219:Low birth wt:-0.074
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.074
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.072
Vital: BMI-gain7to13 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1496 | OR_unadj: 1.138 [0.883 1.468] | indivs AUC:0.479
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:0.119
Maternal Lab History: APF MoM-otherPregnancy:-0.107
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.095
Maternal Lab History: INHMOM-otherPregnancy:-0.093
Maternal Lab History: NT MoM-otherPregnancy:-0.090
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.090
Maternal Lab History: INHMOM-postPregnancy:-0.084
Maternal Lab History: HCG-otherPregnancy:-0.083
Maternal Lab History: PTT-otherPregnancy:0.080
Maternal Lab History: Alk Phos-postPregnancy:-0.074
Vital: HC-gain10to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:0.092
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.085
Maternal Lab History: ALBUMIN-postPregnancy:-0.081
Diagnosis:9ccs239:Superfic inj:-0.073
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.070
Diagnosis:9ccs83:Epilepsy/cnv:0.068
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.066
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.066
Maternal Lab History: MCV-postPregnancy:-0.065
Newborn Diagnosis:9ccs96:Hrt valve dx:0.064
Vital: HC-gain5to10 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.557
Correlated most with:
Maternal Lab History: IRON-postPregnancy:0.086
Maternal Lab History: MPV-postPregnancy:0.083
Maternal Lab History: BASOPHIL-postPregnancy:-0.079
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: Alk Phos-postPregnancy:0.075
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.072
Diagnosis:9ccs257:Ot aftercare:0.070
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.065
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.065
Diagnosis:9ccs154:Gastroent:-0.065
* Vital: Wt-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1369 | OR_unadj: 2.216 [1.761 2.787] | indivs AUC:0.647
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.121
Maternal Diagnosis:9ccs185:Long pregncy:0.115
Newborn Diagnosis:9ccs219:Low birth wt:-0.110
Diagnosis:9ccs138:Esophgeal dx:-0.100
Diagnosis:9ccs219:Low birth wt:-0.090
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.084
Diagnosis:9ccs95:Oth nerv dx:-0.084
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.081
Diagnosis:9ccs128:Asthma:0.080
Maternal Procedure History:S9470-postPregnancy:0.077
Vital: HC-latest | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.573
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs257:Ot aftercare:0.193
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs10:Immuniz/scrn:0.188
Diagnosis:9ccs125:Bronchitis:0.168
Diagnosis:9ccs7:Viral infect:0.160
Number of Visits:0.139
Diagnosis:9ccs128:Asthma:0.128
Diagnosis:9ccs135:Intest infct:0.113
Diagnosis:9ccs90:Eye infectn:0.110
Vital: Ht-gain10to16 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.085
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.072
Maternal Lab History: GAMMA GT-otherPregnancy:0.071
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.069
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.064
Maternal Lab History: LDH-postPregnancy:0.063
Lab:292495 LEAD LEVEL - Sunrise:0.062
Maternal Lab History: LDH-otherPregnancy:0.060
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.059
Vital: HR-avg13to16 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.084
Maternal Lab History: COLONY COUNT-postPregnancy:0.081
Maternal Lab History: PH-otherPregnancy:-0.079
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.078
Maternal Lab History: TP VOLUME-otherPregnancy:0.077
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.072
Diagnosis:9ccs10:Immuniz/scrn:0.070
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.068
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.066
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.065
Vital: HR-postPregnancy | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 489 | OR_unadj: 0.990 [0.709 1.381] | indivs AUC:0.515
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.949
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.946
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.788
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.787
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.785
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.744
* Vital: Wt-avg3to5 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1344 | OR_unadj: 1.988 [1.580 2.502] | indivs AUC:0.635
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.187
Maternal Diagnosis:9ccs184:Early labor:-0.178
Maternal Diagnosis:9ccs185:Long pregncy:0.149
Diagnosis:9ccs219:Low birth wt:-0.140
Diagnosis:9ccs138:Esophgeal dx:-0.105
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: LIPASE-postPregnancy:0.099
Maternal Lab History: IRON-postPregnancy:-0.095
Newborn Diagnosis:9ccs253:Allergy:-0.093
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.089
Vital: HR-avg10to13 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.558
Correlated most with:
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.098
Maternal Lab History: PO2-postPregnancy:-0.096
Maternal Lab History: TP VOLUME-otherPregnancy:0.077
Diagnosis:9ccs244:Other injury:-0.076
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.074
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.074
Maternal Lab History: BUN-otherPregnancy:0.070
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.069
Diagnosis:9ccs159:UTI:0.068
Diagnosis:9ccs58:Ot nutrit dx:0.066
* Vital: Wt for Length ZScore-avg3to5 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.632
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.918
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.916
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.794
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.792
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.788
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787
* Vital: Ht Percentile-gain0to24 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.560
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.084
Maternal Procedure History:59430-postPregnancy:-0.077
Diagnosis:9ccs136:Teeth dx:-0.075
Diagnosis:9ccs59:Anemia:-0.074
Maternal Diagnosis:9ccs185:Long pregncy:0.071
Maternal Diagnosis:9ccs155:Other GI dx:0.068
Maternal Diagnosis:9ccs184:Early labor:-0.066
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.065
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.062
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.062
* Vital: HC-avg1to3 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.564
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.245
Maternal Diagnosis:9ccs184:Early labor:-0.244
Diagnosis:9ccs219:Low birth wt:-0.191
Maternal Diagnosis:9ccs185:Long pregncy:0.147
Newborn Diagnosis:9ccs221:Resp distres:-0.114
Lab:297262 HEMOGLOBIN (HEMOCUE):0.102
Newborn Diagnosis:9ccs222:Perint jaund:-0.094
Maternal Diagnosis:9ccs182:Hemorr preg:-0.094
Newborn Diagnosis:9ccs253:Allergy:-0.090
Maternal Lab History: ANION GAP-otherPregnancy:0.090
* Vital: BMI-avg7to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.646
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.104
Diagnosis:9ccs128:Asthma:0.087
Maternal Procedure History:S9470-postPregnancy:0.087
Diagnosis:9ccs125:Bronchitis:0.084
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: URINE PH-otherPregnancy:-0.077
Maternal Lab History: APTT-postPregnancy:-0.077
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.077
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.076
Diagnosis:9ccs95:Oth nerv dx:-0.073
* Vital: Ht Percentile-avg16to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.560
Correlated most with:
Maternal Procedure History:J1055-postPregnancy:-0.076
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.076
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.074
Maternal Procedure History:90772-postPregnancy:-0.074
Maternal Procedure History:59430-postPregnancy:-0.073
Diagnosis:9ccs147:Anal/rectal:0.072
Maternal Diagnosis:9ccs184:Early labor:-0.070
Diagnosis:9ccs223:Birth trauma:0.069
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Procedure History:90746-postPregnancy:-0.065
* Vital: Wt for Length ZScore-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1463 | OR_unadj: 1.409 [1.123 1.768] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs98:HTN:1.000
Maternal Diagnosis:9ccs183:HTN in preg:0.230
Maternal Procedure History:93005-otherPregnancy:0.208
Maternal Procedure History:93005-postPregnancy:0.164
Maternal Lab History: 2 HOUR-postPregnancy:0.158
Maternal Lab History: 3 HOUR-postPregnancy:-0.129
Maternal Lab History: 1 HOUR-postPregnancy:0.129
Maternal Lab History: 2 HOUR-otherPregnancy:0.125
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.125
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.119
Vital: BP-postPregnancy | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 581 | OR_unadj: 0.781 [0.558 1.093] | indivs AUC:0.516
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.999
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.336
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.298
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.292
Vital: Wt for Len Percentile-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1353 | OR_unadj: 0.799 [0.624 1.024] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.077
Diagnosis:9ccs126:Ot up rsp in:-0.074
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.073
Maternal Lab History: AST-otherPregnancy:-0.068
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.063
Maternal Diagnosis:9ccs59:Anemia:0.063
Maternal Lab History: POTASSIUM-otherPregnancy:0.062
Maternal Lab History: BASOPHIL-postPregnancy:-0.062
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.062
Maternal Lab History: TEST NAME-postPregnancy:-0.060
* Vital: Ht-avg16to19 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.544
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.096
Maternal Lab History: PAPP-A MoM-postPregnancy:0.082
Maternal Procedure History:59430-postPregnancy:-0.077
Maternal Diagnosis:9ccs155:Other GI dx:0.076
Diagnosis:9ccs147:Anal/rectal:0.075
Newborn Diagnosis:9ccs219:Low birth wt:-0.072
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.069
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.069
Maternal Diagnosis:9ccs181:Ot preg comp:0.069
Maternal Lab History: FERRITIN-postPregnancy:-0.068
Vital: HR-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.074
Maternal Lab History: NT MoM-postPregnancy:0.070
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.070
Diagnosis:9ccs251:Abdomnl pain:-0.069
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.068
Maternal Lab History: TP PERIOD-otherPregnancy:0.066
Diagnosis:9ccs259:Unclassified:0.066
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.065
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.063
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.062
Vital: Ht-avg7to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.529
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.153
Maternal Diagnosis:9ccs184:Early labor:-0.145
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Diagnosis:9ccs219:Low birth wt:-0.081
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.081
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.076
Maternal Lab History: AST (SGOT)-postPregnancy:0.075
Maternal Lab History: TP VOLUME-otherPregnancy:-0.070
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.069
* Vital: Wt for Length ZScore-avg7to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.658
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:1.000
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.264
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.239
Maternal Lab History: AST (SGOT)-postPregnancy:0.217
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.180
Maternal Procedure History:87880-postPregnancy:0.158
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.155
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.141
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.130
Maternal Diagnosis:9ccs6:Hepatitis:0.130
Vital: HR-avg7to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: TP VOLUME-otherPregnancy:0.106
Maternal Procedure History:87880-postPregnancy:0.097
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.089
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.082
Diagnosis:9ccs127:COPD:-0.082
Maternal Lab History: LDL-otherPregnancy:0.081
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.076
Maternal Lab History: HEMATOCRIT-postPregnancy:0.075
Number of Visits:-0.074
Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.073
* Vital: Ht Percentile-avg10to13 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.588
Correlated most with:
Diagnosis:9ccs223:Birth trauma:0.096
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.082
Maternal Diagnosis:9ccs184:Early labor:-0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.075
Maternal Lab History: FERRITIN-otherPregnancy:-0.073
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.072
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.071
Newborn Diagnosis:9ccs219:Low birth wt:-0.069
Maternal Lab History: 3 HOUR-otherPregnancy:0.065
Vital: Ht-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.557
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.091
Diagnosis:9ccs240:Burns:0.087
Maternal Diagnosis:9ccs184:Early labor:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Diagnosis:9ccs133:Oth low resp:0.071
Maternal Lab History: RBC-otherPregnancy:0.068
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.062
Diagnosis:9ccs200:Oth skin dx:0.061
Diagnosis:9ccs256:Exam/eval:0.061
* Vital: BMI-gain0to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.788
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.109
Diagnosis:9ccs58:Ot nutrit dx:0.096
Diagnosis:9ccs128:Asthma:0.085
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.075
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
Maternal Lab History: WBC-otherPregnancy:0.072
Maternal Diagnosis:9ccs185:Long pregncy:0.071
Diagnosis:9ccs246:FUO:0.071
Diagnosis:9ccs243:Poisn nonmed:0.071
* Vital: Ht-avg0to1 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.574
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.333
Maternal Diagnosis:9ccs184:Early labor:-0.327
Diagnosis:9ccs219:Low birth wt:-0.286
Maternal Diagnosis:9ccs185:Long pregncy:0.213
Maternal Diagnosis:9ccs183:HTN in preg:-0.149
Newborn Diagnosis:9ccs253:Allergy:-0.131
Newborn Diagnosis:9ccs221:Resp distres:-0.120
Lab:297262 HEMOGLOBIN (HEMOCUE):0.114
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs190:Fetal distrs:0.103
Vital: Wt Percentile-gain5to10 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 574 | OR_unadj: 0.822 [0.563 1.199] | indivs AUC:0.464
Correlated most with:
Maternal Lab History: URINE CULTURE-otherPregnancy:0.145
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.102
Diagnosis:9ccs92:Otitis media:0.091
Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.086
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.083
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.083
Maternal Lab History: IRON-postPregnancy:0.083
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.081
Diagnosis:9ccs125:Bronchitis:0.078
Maternal Lab History: GLUCOSE-otherPregnancy:-0.073
Vital: Wt Change-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 626 | OR_unadj: 0.825 [0.577 1.179] | indivs AUC:0.485
Correlated most with:
Maternal Procedure History:J7302-postPregnancy:-0.139
Diagnosis:9ccs92:Otitis media:-0.111
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Number of Visits:-0.094
Diagnosis:9ccs125:Bronchitis:-0.087
Diagnosis:9ccs126:Ot up rsp in:-0.087
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.085
Diagnosis:9ccs257:Ot aftercare:-0.081
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.078
* Vital: HC-avg16to19 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.566
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:-0.103
Lab:297262 HEMOGLOBIN (HEMOCUE):0.093
Diagnosis:9ccs143:Abdom hernia:0.078
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.078
Newborn Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: MPV-postPregnancy:0.072
Maternal Lab History: CREATININE-postPregnancy:0.071
Maternal Diagnosis:9ccs238:Complic proc:0.070
MatDeliveryAge:0.068
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.068
* Vital: Wt for Length ZScore-avg16to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.737
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.536
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.105
Maternal Lab History: BASOPHIL-postPregnancy:0.089
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.087
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.085
Maternal Lab History: 1 HOUR-otherPregnancy:0.082
Maternal Procedure History:90471-otherPregnancy:0.076
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.068
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.066
Vital: HC-avg10to13 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.560
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.296
Diagnosis:9ccs255:Social admin:-0.264
Diagnosis:9ccs126:Ot up rsp in:-0.240
Diagnosis:9ccs7:Viral infect:-0.222
Diagnosis:9ccs257:Ot aftercare:-0.195
Diagnosis:9ccs92:Otitis media:-0.179
Number of Visits:-0.177
Diagnosis:9ccs125:Bronchitis:-0.138
Diagnosis:9ccs59:Anemia:-0.135
Diagnosis:9ccs135:Intest infct:-0.125
Vital: Wt for Len Percentile-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1330 | OR_unadj: 1.141 [0.909 1.433] | indivs AUC:0.575
Correlated most with:
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.091
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.071
Maternal Lab History: APTT-postPregnancy:-0.067
Newborn Diagnosis:9ccs223:Birth trauma:0.064
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.064
Maternal Lab History: ESTRIOL-otherPregnancy:-0.062
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.060
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.059
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.058
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.058
Vital: Wt-postPregnancy | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 587 | OR_unadj: 1.252 [0.913 1.716] | indivs AUC:0.528
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.918
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.915
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.744
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.744
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.713
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.712
Vital: Wt Percentile-gain10to16 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 742 | OR_unadj: 0.895 [0.668 1.200] | indivs AUC:0.531
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:0.164
Diagnosis:9ccs0:No DX:0.147
Maternal Lab History: APTT-postPregnancy:-0.102
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.096
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.086
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.085
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.084
Lab:292495 LEAD LEVEL - Sunrise:0.083
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.080
Maternal Lab History: HERPES I IgG-postPregnancy:-0.078
Diagnosis:9ccs10:Immuniz/scrn | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.007] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.472
Diagnosis:9ccs126:Ot up rsp in:0.309
Diagnosis:9ccs7:Viral infect:0.243
Diagnosis:9ccs257:Ot aftercare:0.212
Diagnosis:9ccs92:Otitis media:0.200
Diagnosis:9ccs253:Allergy:0.198
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.161
Diagnosis:9ccs90:Eye infectn:0.151
* Vital: Wt-avg19to24 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.779
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.088
Maternal Lab History: WBC-otherPregnancy:0.086
Newborn Diagnosis:9ccs191:Amnios dx:0.086
Diagnosis:9ccs128:Asthma:0.083
Newborn Diagnosis:9ccs219:Low birth wt:-0.079
Maternal Diagnosis:9ccs188:Pelvic obstr:0.078
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.075
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.075
Vital: HC-avg13to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.558
Correlated most with:
Maternal Procedure History:S9470-otherPregnancy:-0.087
Maternal Diagnosis:9ccs190:Fetal distrs:0.084
Lab:297262 HEMOGLOBIN (HEMOCUE):0.082
Maternal Diagnosis:9ccs238:Complic proc:0.077
Diagnosis:9ccs143:Abdom hernia:0.073
Newborn Diagnosis:9ccs224:Ot perint dx:0.068
Diagnosis:9ccs62:Coag/hemr dx:0.066
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.065
Diagnosis:9ccs76:Meningitis:-0.063
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.058
* Vital: BMI-avg19to24 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.789
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.105
Diagnosis:9ccs58:Ot nutrit dx:0.094
Diagnosis:9ccs128:Asthma:0.084
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
Diagnosis:9ccs95:Oth nerv dx:-0.073
Maternal Diagnosis:9ccs185:Long pregncy:0.073
Diagnosis:9ccs243:Poisn nonmed:0.072
Maternal Lab History: WBC-otherPregnancy:0.072
Diagnosis:9ccs246:FUO:0.071
Vital: Ht Percentile-gain5to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.472
Correlated most with:
Maternal Lab History: IRON-postPregnancy:0.105
Maternal Lab History: PROLACTIN-postPregnancy:-0.100
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.099
Maternal Lab History: COLONY COUNT-postPregnancy:-0.095
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.095
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.087
Maternal Lab History: APTT-postPregnancy:0.084
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.078
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.077
Maternal Lab History: URINE CULTURE-otherPregnancy:0.077
* Vital: Ht-avg1to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.005] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.604
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.297
Newborn Diagnosis:9ccs219:Low birth wt:-0.290
Diagnosis:9ccs219:Low birth wt:-0.225
Maternal Diagnosis:9ccs185:Long pregncy:0.182
Newborn Diagnosis:9ccs221:Resp distres:-0.146
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126
Newborn Diagnosis:9ccs256:Exam/eval:-0.108
Newborn Diagnosis:9ccs253:Allergy:-0.106
Newborn Diagnosis:9ccs222:Perint jaund:-0.099
Lab:297262 HEMOGLOBIN (HEMOCUE):0.095
Vital: HC-avg3to5 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.570
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.154
Maternal Diagnosis:9ccs184:Early labor:-0.150
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Newborn Diagnosis:9ccs221:Resp distres:-0.100
Diagnosis:9ccs219:Low birth wt:-0.091
Lab:297262 HEMOGLOBIN (HEMOCUE):0.089
Maternal Lab History: APF MoM-otherPregnancy:-0.083
Maternal Lab History: INHMOM-otherPregnancy:-0.081
Newborn Diagnosis:9ccs224:Ot perint dx:0.079
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Vital: Wt Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 491 | OR_unadj: 1.157 [0.795 1.685] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: PAPP-A-postPregnancy:-0.108
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.102
Maternal Lab History: APTT-postPregnancy:-0.092
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.091
Maternal Lab History: A/G-otherPregnancy:-0.084
Maternal Lab History: PAPP-A-otherPregnancy:-0.084
Diagnosis:9ccs213:Cardiac anom:0.082
Diagnosis:9ccs154:Gastroent:-0.079
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.077
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.076
Vital: HC-gain13to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.477
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.078
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.069
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.068
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.068
Maternal Lab History: COLONY COUNT-postPregnancy:-0.064
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.062
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.061
Diagnosis:9ccs166:Oth male gen:-0.060
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.060
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.060
* Vital: Ht-avg19to24 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.573
Correlated most with:
Maternal Procedure History:90801-postPregnancy:-0.156
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.132
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.124
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.103
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.096
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.086
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.086
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.083
Maternal Diagnosis:9ccs185:Long pregncy:0.077
* Vital: Wt Percentile-avg10to13 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 638 | OR_unadj: 1.802 [1.392 2.332] | indivs AUC:0.606
Correlated most with:
Maternal Lab History: IRON-postPregnancy:-0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Newborn Diagnosis:9ccs191:Amnios dx:0.083
Diagnosis:9ccs136:Teeth dx:-0.082
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.077
Diagnosis:9ccs155:Other GI dx:-0.075
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.073
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.071
Diagnosis:9ccs239:Superfic inj:-0.070
Diagnosis:9ccs143:Abdom hernia:0.069
Vital: Wt Change-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 504 | OR_unadj: 0.896 [0.600 1.337] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:-0.141
Maternal Lab History: GFR Calculation-postPregnancy:-0.141
Diagnosis:9ccs92:Otitis media:-0.126
Diagnosis:9ccs125:Bronchitis:-0.100
Number of Visits:-0.100
Maternal Procedure History:90656-postPregnancy:0.100
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.089
Maternal Procedure History:J7302-postPregnancy:0.088
Maternal Lab History: APTT-postPregnancy:0.088
Diagnosis:9ccs166:Oth male gen:-0.085
Vital: Wt Percentile-gain0to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 363 | OR_unadj: 1.189 [0.815 1.732] | indivs AUC:0.519
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.125
Maternal Lab History: MONOCYTE-otherPregnancy:0.121
Maternal Diagnosis:9ccs211:Ot conn tiss:0.112
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.106
Maternal Procedure History:90656-postPregnancy:0.095
Maternal Lab History: AFP-otherPregnancy:-0.092
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.087
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.083
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.080
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.074
* Vital: Ht-gain0to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.571
Correlated most with:
Maternal Procedure History:90801-postPregnancy:-0.157
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.131
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.130
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.108
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.097
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.096
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.087
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.087
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.086
Maternal Diagnosis:9ccs185:Long pregncy:0.079
Vital: HR-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.092
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.089
Diagnosis:9ccs125:Bronchitis:0.084
Newborn Diagnosis:9ccs217:Ot cong anom:0.083
Maternal Procedure History:59430-postPregnancy:0.080
Maternal Lab History: MONOS-otherPregnancy:0.079
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.077
Diagnosis:9ccs217:Ot cong anom:0.074
Diagnosis:9ccs247:Lymph enlarg:-0.073
Maternal Procedure History:J7300-postPregnancy:-0.069
* Vital: Wt Percentile-avg19to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 920 | OR_unadj: 2.523 [1.996 3.191] | indivs AUC:0.717
Correlated most with:
Diagnosis:9ccs136:Teeth dx:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.075
Diagnosis:9ccs128:Asthma:0.072
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.067
Diagnosis:9ccs59:Anemia:-0.064
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.058
Vital: Wt Change-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 425 | OR_unadj: 1.110 [0.767 1.607] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs125:Bronchitis:-0.121
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.107
Diagnosis:9ccs92:Otitis media:-0.106
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.089
Number of Visits:-0.088
Diagnosis:9ccs7:Viral infect:-0.086
Maternal Lab History: GFR in African American-postPregnancy:-0.085
Maternal Lab History: GFR Calculation-postPregnancy:-0.084
Maternal Procedure History:93005-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.079
Vital: Ht Percentile-gain1to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: UIBC-postPregnancy:-0.112
Maternal Lab History: MONOS-otherPregnancy:-0.099
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.093
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.089
Maternal Procedure History:90801-postPregnancy:0.088
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.086
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.084
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.079
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.078
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.077
* Vital: BMI Percentile-avg19to24 | coef 0.003 95% CI: [0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 275 | OR_unadj: 2.882 [2.032 4.086] | indivs AUC:0.586
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.090
Newborn Diagnosis:9ccs253:Allergy:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085
Diagnosis:9ccs48:Thyroid dsor:-0.077
Diagnosis:9ccs58:Ot nutrit dx:0.074
Maternal Procedure History:99401-otherPregnancy:0.073
Newborn Diagnosis:9ccs191:Amnios dx:0.069
Maternal Procedure History:87880-postPregnancy:-0.069
Diagnosis:9ccs209:Ot acq defor:0.068
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.065
* Vital: Wt Percentile-gain1to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 424 | OR_unadj: 0.622 [0.403 0.960] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: MONOCYTE-otherPregnancy:-0.117
Maternal Procedure History:90801-postPregnancy:0.104
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.096
Maternal Lab History: UIBC-postPregnancy:-0.092
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.091
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.087
Maternal Lab History: BASOPHIL-otherPregnancy:-0.087
Maternal Lab History: MONOS-otherPregnancy:-0.081
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.080
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.075
Vital: HR-avg3to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.100
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.082
Maternal Procedure History:59430-postPregnancy:0.080
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.079
Maternal Diagnosis:9ccs185:Long pregncy:-0.079
Diagnosis:9ccs224:Ot perint dx:0.077
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.076
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.076
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.071
Maternal Lab History: TP PERIOD-otherPregnancy:0.070
* Vital: HR-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.138
Maternal Procedure History:93005-otherPregnancy:0.119
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.116
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.099
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.098
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.095
Maternal Lab History: 2 HOUR-postPregnancy:0.091
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.091
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.090
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.089
* Vital: Wt for Len Percentile-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.607
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.107
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.078
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.078
Maternal Lab History: CREATININE-postPregnancy:0.077
Newborn Diagnosis:9ccs191:Amnios dx:0.076
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.076
Diagnosis:9ccs128:Asthma:0.070
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.065
* Vital: Wt for Len Percentile-gain0to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1392 | OR_unadj: 3.861 [3.032 4.917] | indivs AUC:0.787
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Diagnosis:9ccs128:Asthma:0.080
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.069
Diagnosis:9ccs243:Poisn nonmed:0.068
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.066
Diagnosis:9ccs95:Oth nerv dx:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.064
Maternal Lab History: PLATELET COUNT-postPregnancy:0.063
Diagnosis:9ccs246:FUO:0.062
* Vital: Wt for Len Percentile-avg13to16 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1286 | OR_unadj: 2.171 [1.726 2.731] | indivs AUC:0.704
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.078
MatDeliveryAge:-0.076
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.076
Diagnosis:9ccs147:Anal/rectal:0.072
Maternal Diagnosis:9ccs188:Pelvic obstr:0.071
Maternal Diagnosis:9ccs186:DM in preg:-0.069
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.068
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.067
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.065
Vital: Ht Percentile-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.584
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.101
Diagnosis:9ccs117:Ot circul dx:-0.084
Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.080
Diagnosis:9ccs223:Birth trauma:0.077
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.076
Maternal Lab History: NT MoM-postPregnancy:-0.072
Maternal Diagnosis:9ccs184:Early labor:-0.071
Newborn Diagnosis:9ccs224:Ot perint dx:0.070
Newborn Diagnosis:9ccs253:Allergy:-0.068
Vital: Wt Change-avg1to3 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 316 | OR_unadj: 0.819 [0.534 1.257] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: MONOCYTE-otherPregnancy:0.097
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.092
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.090
Maternal Lab History: NT MoM-postPregnancy:-0.086
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.084
Maternal Procedure History:97014-postPregnancy:-0.081
Maternal Procedure History:J1055-postPregnancy:0.080
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.078
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.077
Diagnosis:9ccs154:Gastroent:-0.076
* Vital: Wt-gain0to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.777
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.095
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Maternal Lab History: WBC-otherPregnancy:0.088
Diagnosis:9ccs128:Asthma:0.084
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.078
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.078
Maternal Diagnosis:9ccs188:Pelvic obstr:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
* Vital: Wt Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 746 | OR_unadj: 2.004 [1.568 2.561] | indivs AUC:0.641
Correlated most with:
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.082
Maternal Diagnosis:9ccs185:Long pregncy:0.081
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Diagnosis:9ccs136:Teeth dx:-0.076
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.074
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.074
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.071
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.070
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.069
* Vital: Wt Percentile-avg13to16 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 654 | OR_unadj: 1.705 [1.318 2.206] | indivs AUC:0.624
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Diagnosis:9ccs239:Superfic inj:-0.092
Diagnosis:9ccs136:Teeth dx:-0.079
Maternal Procedure History:85018-postPregnancy:-0.077
Maternal Procedure History:87880-postPregnancy:-0.075
Maternal Lab History: IRON-postPregnancy:-0.074
Maternal Procedure History:90801-postPregnancy:0.071
Maternal Diagnosis:9ccs259:Unclassified:-0.070
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.068
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.065
Vital: Wt Change-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 616 | OR_unadj: 1.170 [0.832 1.646] | indivs AUC:0.540
Correlated most with:
Maternal Procedure History:J7302-postPregnancy:0.145
Maternal Lab History: IRON-postPregnancy:-0.143
Maternal Lab History: UIBC-postPregnancy:0.134
Maternal Lab History: FERRITIN-otherPregnancy:-0.115
Diagnosis:9ccs92:Otitis media:-0.114
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.110
Number of Visits:-0.107
Diagnosis:9ccs257:Ot aftercare:-0.091
Diagnosis:9ccs125:Bronchitis:-0.090
Maternal Lab History: APF MoM-otherPregnancy:-0.088
* Vital: Wt for Len Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.724
Correlated most with:
MatDeliveryAge:-0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.086
Maternal Lab History: WBC-otherPregnancy:0.078
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.076
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.075
Maternal Lab History: ESTRIOL-postPregnancy:0.074
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.072
* Vital: Ht-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 482 | OR_unadj: 0.662 [0.460 0.953] | indivs AUC:0.410
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.996
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.919
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.915
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.783
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.714
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.711
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.667
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.663
Vital: Ht Percentile-gain0to3 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.118
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.117
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.107
Maternal Diagnosis:9ccs211:Ot conn tiss:0.102
Maternal Lab History: AFP-otherPregnancy:-0.092
Maternal Lab History: ESTRIOL-otherPregnancy:-0.084
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.082
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.079
Maternal Lab History: ANION GAP-postPregnancy:0.079
Maternal Lab History: BUN-otherPregnancy:-0.078
Vital: Ht Percentile-avg1to3 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.536
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:0.097
Maternal Lab History: GFR in African American-postPregnancy:0.097
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Diagnosis:9ccs184:Early labor:-0.095
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Maternal Lab History: APF MoM-otherPregnancy:-0.087
Diagnosis:9ccs117:Ot circul dx:-0.082
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.078
Maternal Lab History: INHMOM-otherPregnancy:-0.078
Vital: BMI-postPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 476 | OR_unadj: 1.407 [0.733 2.700] | indivs AUC:0.568
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.998
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.725
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.725
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.715
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.713
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.712
Vital: HR-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.510
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:0.122
Diagnosis:9ccs7:Viral infect:0.104
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.084
Maternal Lab History: URINE CULTURE-postPregnancy:-0.079
Diagnosis:9ccs125:Bronchitis:0.076
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.075
Maternal Procedure History:J7302-postPregnancy:0.070
Diagnosis:9ccs122:Pneumonia:0.065
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.065
Vital: Ht Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.577
Correlated most with:
Diagnosis:9ccs223:Birth trauma:0.105
Maternal Lab History: UIBC-postPregnancy:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.091
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.086
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.081
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.080
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.079
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.077
Vital: Ht Percentile-gain3to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.464
Correlated most with:
Maternal Lab History: ANION GAP-postPregnancy:-0.083
Maternal Lab History: GFR Calculation-postPregnancy:-0.080
Maternal Lab History: GFR in African American-postPregnancy:-0.080
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.078
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.078
Diagnosis:9ccs154:Gastroent:-0.076
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.075
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.072
Maternal Lab History: PAPP-A-postPregnancy:-0.072
Maternal Lab History: MONOCYTE-otherPregnancy:0.071
* Vital: BMI Percentile-gain16to24 | coef 0.002 95% CI: [-0.001 , 0.006] | OR_adj 1.002 [0.999 1.006] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.584
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097
Newborn Diagnosis:9ccs253:Allergy:-0.093
Diagnosis:9ccs48:Thyroid dsor:-0.080
Maternal Procedure History:99401-otherPregnancy:0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
Diagnosis:9ccs209:Ot acq defor:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Diagnosis:9ccs58:Ot nutrit dx:0.074
Maternal Procedure History:90649-postPregnancy:0.074
* Vital: HC-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.606
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:0.085
Maternal Diagnosis:9ccs61:Sickle cell:0.081
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.072
Maternal Procedure History:S9470-otherPregnancy:-0.068
Maternal Procedure History:99000-otherPregnancy:0.066
Diagnosis:9ccs143:Abdom hernia:0.064
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.060
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.059
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.059
Maternal Diagnosis:9ccs185:Long pregncy:0.058
Vital: Ht Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.562
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Maternal Procedure History:59430-postPregnancy:-0.091
Diagnosis:9ccs117:Ot circul dx:-0.088
Maternal Lab History: UIBC-postPregnancy:-0.084
Diagnosis:9ccs219:Low birth wt:-0.082
Newborn Diagnosis:9ccs217:Ot cong anom:0.081
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.081
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.079
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.078
Maternal Procedure History:J7300-postPregnancy:-0.077
Vital: HR-avg0to1 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs259:Unclassified:0.140
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.082
Diagnosis:9ccs213:Cardiac anom:0.081
Diagnosis:9ccs4:Mycoses:0.075
Diagnosis:9ccs223:Birth trauma:0.069
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.068
Maternal Lab History: FREE T3-postPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.066
Diagnosis:9ccs76:Meningitis:-0.063
Diagnosis:9ccs197:Skin infectn:0.061
* Vital: Wt Percentile-gain0to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 914 | OR_unadj: 2.491 [1.969 3.150] | indivs AUC:0.717
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.093
Diagnosis:9ccs136:Teeth dx:-0.092
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.078
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.074
Diagnosis:9ccs128:Asthma:0.073
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.067
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.060
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.059
* Vital: BMI Percentile-gain0to24 | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 235 | OR_unadj: 2.838 [1.958 4.112] | indivs AUC:0.584
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.097
Newborn Diagnosis:9ccs253:Allergy:-0.093
Diagnosis:9ccs48:Thyroid dsor:-0.080
Maternal Procedure History:99401-otherPregnancy:0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.076
Diagnosis:9ccs209:Ot acq defor:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Diagnosis:9ccs58:Ot nutrit dx:0.074
Maternal Procedure History:90649-postPregnancy:0.074
Vital: Wt Change-avg0to1 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 225 | OR_unadj: 0.845 [0.517 1.380] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.168
Diagnosis:9ccs222:Perint jaund:-0.119
Maternal Lab History: MONOS-otherPregnancy:0.119
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.114
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.110
Maternal Procedure History:81025-postPregnancy:0.098
Maternal Procedure History:J1055-postPregnancy:0.096
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.093
Maternal Lab History: GFR in African American-otherPregnancy:0.093
Maternal Lab History: GFR Calculation-otherPregnancy:0.093
* Vital: Wt for Len Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1339 | OR_unadj: 2.266 [1.799 2.853] | indivs AUC:0.644
Correlated most with:
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.088
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Lab History: APTT-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.077
Maternal Procedure History:S9470-postPregnancy:0.076
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.074
MatDeliveryAge:-0.073
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
* Vital: Wt for Len Percentile-avg19to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1398 | OR_unadj: 3.884 [3.049 4.948] | indivs AUC:0.787
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Diagnosis:9ccs128:Asthma:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071
Diagnosis:9ccs243:Poisn nonmed:0.069
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.069
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.067
Maternal Diagnosis:9ccs184:Early labor:-0.065
Diagnosis:9ccs95:Oth nerv dx:-0.064
Diagnosis:9ccs246:FUO:0.062
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.062
Vital: BP-otherPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 268 | OR_unadj: 0.904 [0.578 1.413] | indivs AUC:0.503
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.345
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.214
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.196
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195
* Vital: Wt Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 536 | OR_unadj: 1.504 [1.134 1.995] | indivs AUC:0.572
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.096
Newborn Diagnosis:9ccs191:Amnios dx:0.092
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.088
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.087
Maternal Diagnosis:9ccs188:Pelvic obstr:0.084
Diagnosis:9ccs155:Other GI dx:-0.082
Maternal Lab History: APTT-postPregnancy:-0.079
Maternal Procedure History:97110-postPregnancy:-0.077
Maternal Diagnosis:9ccs259:Unclassified:-0.077
* Vital: Wt for Len Percentile-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.791
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.083
Maternal Lab History: PROLACTIN-postPregnancy:-0.080
Diagnosis:9ccs95:Oth nerv dx:-0.074
Diagnosis:9ccs138:Esophgeal dx:-0.073
Maternal Lab History: MCH-postPregnancy:-0.071
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070
Maternal Lab History: IRON-postPregnancy:-0.069
Maternal Lab History: WBC-otherPregnancy:0.068
* Vital: HC-gain0to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.610
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:0.085
Maternal Diagnosis:9ccs61:Sickle cell:0.081
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.076
Maternal Procedure History:99000-otherPregnancy:0.069
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.066
Maternal Procedure History:S9470-otherPregnancy:-0.063
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.060
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.059
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.058
Diagnosis:9ccs251:Abdomnl pain:-0.057
* Vital: Wt Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 462 | OR_unadj: 1.576 [1.167 2.127] | indivs AUC:0.589
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.101
Newborn Diagnosis:9ccs217:Ot cong anom:0.098
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.088
Maternal Lab History: APTT-postPregnancy:-0.087
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.086
Maternal Diagnosis:9ccs185:Long pregncy:0.083
Diagnosis:9ccs205:Back problem:0.083
Diagnosis:9ccs138:Esophgeal dx:-0.081
Diagnosis:9ccs159:UTI:0.075
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.074
Vital: HR-otherPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 244 | OR_unadj: 0.917 [0.577 1.459] | indivs AUC:0.510
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.673
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.672
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.633
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.632
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.613
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.612
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.357
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.355
Vital: Wt Percentile-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 299 | OR_unadj: 1.324 [0.896 1.956] | indivs AUC:0.549
Correlated most with:
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.136
Maternal Lab History: COLONY COUNT-postPregnancy:0.127
Maternal Lab History: NT MoM-otherPregnancy:-0.123
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.117
Maternal Lab History: HCG-otherPregnancy:-0.117
Maternal Lab History: INHMOM-postPregnancy:-0.116
Maternal Lab History: APF MoM-otherPregnancy:-0.115
Maternal Diagnosis:9ccs185:Long pregncy:0.114
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.114
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.114
Vital: Wt-otherPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 266 | OR_unadj: 0.998 [0.625 1.594] | indivs AUC:0.515
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.996
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.736
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.733
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.673
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.670
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.639
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.637
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.624
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.621
Vital: Wt Percentile-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 348 | OR_unadj: 1.343 [0.953 1.892] | indivs AUC:0.555
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Newborn Diagnosis:9ccs219:Low birth wt:-0.105
Diagnosis:9ccs219:Low birth wt:-0.099
Maternal Lab History: GLUCOSE-postPregnancy:0.097
Maternal Lab History: GFR in African American-postPregnancy:0.094
Maternal Lab History: GFR Calculation-postPregnancy:0.094
Maternal Diagnosis:9ccs184:Early labor:-0.092
Diagnosis:9ccs138:Esophgeal dx:-0.090
Maternal Lab History: MONOS-otherPregnancy:0.089
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Vital: BMI-otherPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 261 | OR_unadj: 0.945 [0.528 1.690] | indivs AUC:0.512
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.996
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.387
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.385
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.381
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.357
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.355
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.344
Vital: Wt for Len Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 504 | OR_unadj: 1.284 [0.941 1.751] | indivs AUC:0.537
Correlated most with:
Maternal Lab History: PROLACTIN-postPregnancy:-0.075
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.072
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.070
Maternal Diagnosis:9ccs190:Fetal distrs:0.069
Lab:294147 FREE T4 - LMC:0.066
Maternal Lab History: ANION GAP-postPregnancy:-0.066
Maternal Procedure History:90746-postPregnancy:0.066
Diagnosis:9ccs117:Ot circul dx:-0.065
Diagnosis:9ccs211:Ot conn tiss:-0.063
Diagnosis:9ccs208:Acq foot def:0.059
Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.472
Diagnosis:9ccs126:Ot up rsp in:0.356
Number of Visits:0.205
Diagnosis:9ccs92:Otitis media:0.205
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs257:Ot aftercare:0.197
Diagnosis:9ccs7:Viral infect:0.189
Diagnosis:9ccs125:Bronchitis:0.138
Diagnosis:9ccs135:Intest infct:0.136
Vital: Temp-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 242 | OR_unadj: 1.074 [0.524 2.198] | indivs AUC:0.524
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.487
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.463
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.462
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.440
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.393
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392
* Vital: BMI Percentile-latest | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 247 | OR_unadj: 2.918 [2.034 4.185] | indivs AUC:0.593
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.094
Newborn Diagnosis:9ccs253:Allergy:-0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.088
Diagnosis:9ccs48:Thyroid dsor:-0.084
Maternal Procedure History:99401-otherPregnancy:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Diagnosis:9ccs58:Ot nutrit dx:0.073
Maternal Procedure History:90649-postPregnancy:0.071
Newborn Diagnosis:9ccs191:Amnios dx:0.071
Diagnosis:9ccs209:Ot acq defor:0.071
Vital: Wt Percentile-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 396 | OR_unadj: 1.125 [0.805 1.571] | indivs AUC:0.591
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.114
Newborn Diagnosis:9ccs217:Ot cong anom:0.107
Maternal Lab History: IRON-postPregnancy:-0.103
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.079
Diagnosis:9ccs219:Low birth wt:-0.074
Newborn Diagnosis:9ccs219:Low birth wt:-0.072
Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070
Maternal Procedure History:90801-postPregnancy:0.070
Vital: Ht-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 261 | OR_unadj: 0.765 [0.475 1.231] | indivs AUC:0.487
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.996
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.736
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.734
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.693
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.688
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.674
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.670
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.654
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.649
Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.184
Diagnosis:9ccs155:Other GI dx:0.140
Diagnosis:9ccs200:Oth skin dx:0.140
Diagnosis:9ccs154:Gastroent:0.138
Diagnosis:9ccs239:Superfic inj:0.127
Diagnosis:9ccs253:Allergy:0.118
Diagnosis:9ccs258:Other screen:0.102
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.102
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.097
Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs143:Abdom hernia:0.100
Diagnosis:9ccs250:Nausea/vomit:0.084
Maternal Lab History: COLONY COUNT-postPregnancy:0.079
Diagnosis:9ccs48:Thyroid dsor:0.079
Newborn Diagnosis:9ccs219:Low birth wt:0.077
Diagnosis:9ccs240:Burns:0.076
Maternal Diagnosis:9ccs183:HTN in preg:0.075
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.075
Maternal Lab History: MONOCYTE-otherPregnancy:0.073
Vital: Wt for Len Percentile-gain1to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 495 | OR_unadj: 1.260 [0.921 1.724] | indivs AUC:0.531
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.088
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.084
Diagnosis:9ccs3:Oth bact inf:-0.076
Maternal Diagnosis:9ccs190:Fetal distrs:0.072
Maternal Diagnosis:9ccs106:Dysrhythmia:-0.068
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.068
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.067
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.066
Lab:294147 FREE T4 - LMC:0.063
Maternal Procedure History:90746-postPregnancy:0.062
Vital: Ht Percentile-avg0to1 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.555
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.139
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.121
Maternal Lab History: NT MoM-otherPregnancy:-0.120
Maternal Lab History: HCG-otherPregnancy:-0.117
Maternal Lab History: COLONY COUNT-postPregnancy:0.115
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.110
Maternal Lab History: APF MoM-otherPregnancy:-0.107
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.099
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.099
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.098
Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs92:Otitis media:0.369
Diagnosis:9ccs255:Social admin:0.356
Number of Visits:0.332
Diagnosis:9ccs10:Immuniz/scrn:0.309
Diagnosis:9ccs257:Ot aftercare:0.279
Diagnosis:9ccs7:Viral infect:0.270
Diagnosis:9ccs125:Bronchitis:0.250
Diagnosis:9ccs90:Eye infectn:0.206
Diagnosis:9ccs253:Allergy:0.198
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.504
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Lab:294203 BILIRUBIN TOTAL - LMC:0.374
Diagnosis:9ccs62:Coag/hemr dx:-0.113
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.096
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.092
Maternal Diagnosis:9ccs5:HIV infectn:-0.088
Maternal Diagnosis:9ccs48:Thyroid dsor:0.078
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.078
Maternal Lab History: ANION GAP-postPregnancy:-0.076
Maternal Diagnosis:9ccs98:HTN:0.075
Diagnosis:9ccs95:Oth nerv dx | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.179
Diagnosis:9ccs216:Nerv cong an:0.156
Diagnosis:9ccs211:Ot conn tiss:0.147
Diagnosis:9ccs217:Ot cong anom:0.107
Newborn Diagnosis:9ccs219:Low birth wt:0.105
Maternal Lab History: PROLACTIN-postPregnancy:0.102
Diagnosis:9ccs94:Other ear dx:0.101
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.100
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.098
Diagnosis:9ccs136:Teeth dx | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs7:Viral infect:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.105
Number of Visits:0.101
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.095
Newborn Diagnosis:9ccs218:Liveborn:-0.094
Diagnosis:9ccs155:Other GI dx:0.094
Diagnosis:9ccs137:Mouth dx:0.085
Diagnosis:9ccs2603:E Codes: Fall:0.083
Diagnosis:9ccs200:Oth skin dx:0.082
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.484
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.512
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.511
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.345
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.344
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.213
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.213
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.195
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.195
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.498
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.998
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.726
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.724
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.716
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.715
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.714
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.712
Vital: HC Percentile-latest | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:0.090
Diagnosis:9ccs83:Epilepsy/cnv:-0.084
Maternal Diagnosis:9ccs128:Asthma:-0.069
Maternal Diagnosis:9ccs48:Thyroid dsor:0.062
Maternal Lab History: BUN-otherPregnancy:-0.061
Newborn Diagnosis:9ccs253:Allergy:-0.053
Diagnosis:9ccs94:Other ear dx:-0.049
Diagnosis:9ccs138:Esophgeal dx:-0.048
Diagnosis:9ccs4:Mycoses:-0.045
Diagnosis:10ccs58:Ot nutrit dx:0.045
Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Diagnosis:9ccs125:Bronchitis:0.288
Diagnosis:9ccs126:Ot up rsp in:0.279
Diagnosis:9ccs92:Otitis media:0.273
Number of Visits:0.226
Diagnosis:9ccs7:Viral infect:0.225
Diagnosis:9ccs10:Immuniz/scrn:0.212
Diagnosis:9ccs255:Social admin:0.197
Diagnosis:9ccs128:Asthma:0.189
Diagnosis:9ccs122:Pneumonia:0.182
Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.466
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Diagnosis:9ccs126:Ot up rsp in:0.270
Number of Visits:0.267
Diagnosis:9ccs10:Immuniz/scrn:0.243
Diagnosis:9ccs257:Ot aftercare:0.225
Diagnosis:9ccs125:Bronchitis:0.219
Diagnosis:9ccs92:Otitis media:0.216
Diagnosis:9ccs200:Oth skin dx:0.216
Diagnosis:9ccs155:Other GI dx:0.202
Diagnosis:9ccs255:Social admin:0.189
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.504
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.512
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.511
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.310
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.309
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.257
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.257
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.245
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.245
Diagnosis:9ccs151:Oth liver dx | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.467
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.181
Lab:294203 BILIRUBIN TOTAL - LMC:-0.123
Maternal Lab History: HCG-postPregnancy:0.112
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.101
Diagnosis:9ccs258:Other screen:0.100
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.097
Diagnosis:9ccs243:Poisn nonmed:0.096
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.096
Diagnosis:9ccs0:No DX | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.110
Maternal Lab History: URINE SUGAR-otherPregnancy:0.099
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.096
Diagnosis:9ccs212:Ot bone dx:0.085
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.075
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.075
Maternal Lab History: eGFR-otherPregnancy:0.075
Maternal Lab History: URINE SUGAR-postPregnancy:0.070
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.070
Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.202
Diagnosis:9ccs154:Gastroent:0.191
Diagnosis:9ccs253:Allergy:0.183
Diagnosis:9ccs133:Oth low resp:0.172
Diagnosis:9ccs126:Ot up rsp in:0.171
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs10:Immuniz/scrn:0.146
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.514
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:295669 BILIRUBIN DIRECT - LMC:0.374
Diagnosis:9ccs151:Oth liver dx:-0.123
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Maternal Lab History: URINE KETONES-otherPregnancy:-0.101
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.101
Diagnosis:9ccs222:Perint jaund:-0.101
Diagnosis:9ccs205:Back problem:0.095
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.091
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.090
Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.453
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.181
Newborn Diagnosis:9ccs222:Perint jaund:0.108
Lab:294203 BILIRUBIN TOTAL - LMC:-0.101
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077
Maternal Diagnosis:9ccs7:Viral infect:0.075
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: POTASSIUM-otherPregnancy:-0.069
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.068
Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.212
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Diagnosis:9ccs91:Other eye dx:0.110
Diagnosis:9ccs95:Oth nerv dx:0.107
Maternal Lab History: HERPES II IgG-postPregnancy:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.089
Diagnosis:9ccs257:Ot aftercare:0.089
Diagnosis:9ccs133:Oth low resp:0.085
Lab:292495 LEAD LEVEL - Sunrise:0.085
Diagnosis:9ccs113:Late eff CVD | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.219
Diagnosis:9ccs94:Other ear dx:0.198
Diagnosis:9ccs75:Hx mental dx:0.127
Number of Visits:0.124
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.107
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.091
Diagnosis:9ccs126:Ot up rsp in:0.091
Diagnosis:9ccs257:Ot aftercare:0.087
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.081
Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs113:Late eff CVD:0.219
Diagnosis:9ccs94:Other ear dx:0.205
Diagnosis:9ccs95:Oth nerv dx:0.179
Number of Visits:0.130
Diagnosis:9ccs10:Immuniz/scrn:0.122
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.101
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.091
Diagnosis:9ccs126:Ot up rsp in:0.089
Diagnosis:9ccs216:Nerv cong an:0.078
Diagnosis:9ccs134:Ot uppr resp | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Number of Visits:0.152
Diagnosis:9ccs124:Tonsillitis:0.127
Diagnosis:9ccs253:Allergy:0.125
Diagnosis:9ccs126:Ot up rsp in:0.124
Diagnosis:9ccs90:Eye infectn:0.115
Diagnosis:9ccs211:Ot conn tiss:0.111
Diagnosis:9ccs133:Oth low resp:0.100
Diagnosis:9ccs127:COPD:0.099
Diagnosis:9ccs91:Other eye dx:0.096
Vital: Temp-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 103 | OR_unadj: 0.936 [0.502 1.744] | indivs AUC:0.501
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.507
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.481
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.480
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.444
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.351
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.348
Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.187
Diagnosis:9ccs200:Oth skin dx:0.160
Diagnosis:9ccs10:Immuniz/scrn:0.106
Diagnosis:9ccs7:Viral infect:0.101
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs255:Social admin:0.089
Diagnosis:9ccs92:Otitis media:0.082
Diagnosis:9ccs91:Other eye dx:0.081
Diagnosis:9ccs257:Ot aftercare:0.081
Diagnosis:9ccs244:Other injury | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.133
Number of Visits:0.125
Diagnosis:9ccs165:Inf male gen:0.118
Diagnosis:9ccs257:Ot aftercare:0.115
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.111
Maternal Lab History: LIPASE-postPregnancy:-0.111
Maternal Lab History: AMYLASE-postPregnancy:-0.106
Diagnosis:9ccs126:Ot up rsp in:0.103
Diagnosis:9ccs96:Hrt valve dx:0.101
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.536
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.996
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.560
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.559
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.558
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.557
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.474
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.473
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.451
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.449
Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.229
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs239:Superfic inj:0.169
Diagnosis:9ccs155:Other GI dx:0.168
Number of Visits:0.163
Diagnosis:9ccs198:Ot infl skin:0.160
Diagnosis:9ccs126:Ot up rsp in:0.151
Diagnosis:9ccs10:Immuniz/scrn:0.148
Diagnosis:9ccs133:Oth low resp:0.147
Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.552
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Diagnosis:9ccs239:Superfic inj:0.115
Diagnosis:9ccs10:Immuniz/scrn:0.108
Number of Visits:0.106
Diagnosis:9ccs253:Allergy:0.105
Diagnosis:9ccs137:Mouth dx:0.104
Diagnosis:9ccs138:Esophgeal dx:0.103
Diagnosis:9ccs200:Oth skin dx:0.103
Diagnosis:9ccs92:Otitis media:0.099
Diagnosis:9ccs7:Viral infect:0.089
* Diagnosis:9ccs128:Asthma | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs122:Pneumonia:0.304
Diagnosis:9ccs125:Bronchitis:0.246
Diagnosis:9ccs92:Otitis media:0.232
Diagnosis:9ccs257:Ot aftercare:0.189
Number of Visits:0.187
Diagnosis:9ccs133:Oth low resp:0.170
Diagnosis:9ccs127:COPD:0.160
Diagnosis:9ccs126:Ot up rsp in:0.156
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs137:Mouth dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs258:Other screen:0.165
Diagnosis:9ccs200:Oth skin dx:0.105
Diagnosis:9ccs197:Skin infectn:0.104
Diagnosis:9ccs239:Superfic inj:0.094
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.093
Diagnosis:9ccs7:Viral infect:0.091
Diagnosis:9ccs147:Anal/rectal:0.087
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.085
Diagnosis:9ccs136:Teeth dx:0.085
Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs126:Ot up rsp in:0.206
Diagnosis:9ccs92:Otitis media:0.204
Diagnosis:9ccs7:Viral infect:0.180
Diagnosis:9ccs125:Bronchitis:0.175
Diagnosis:9ccs91:Other eye dx:0.173
Number of Visits:0.171
Diagnosis:9ccs10:Immuniz/scrn:0.151
Diagnosis:9ccs257:Ot aftercare:0.148
Diagnosis:9ccs155:Other GI dx:0.131
* Diagnosis:9ccs83:Epilepsy/cnv | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.144
Diagnosis:9ccs161:Ot dx kidney:0.118
Diagnosis:9ccs216:Nerv cong an:0.115
Newborn Diagnosis:9ccs215:gu cong anom:0.104
Newborn Diagnosis:9ccs213:Cardiac anom:0.101
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.092
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Diagnosis:9ccs96:Hrt valve dx:0.089
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.087
Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs200:Oth skin dx:0.229
Diagnosis:9ccs126:Ot up rsp in:0.198
Diagnosis:9ccs255:Social admin:0.198
Diagnosis:9ccs10:Immuniz/scrn:0.198
Diagnosis:9ccs198:Ot infl skin:0.187
Number of Visits:0.186
Diagnosis:9ccs155:Other GI dx:0.183
Diagnosis:9ccs7:Viral infect:0.174
Diagnosis:9ccs257:Ot aftercare:0.174
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.242
Diagnosis:9ccs90:Eye infectn:0.173
Diagnosis:9ccs7:Viral infect:0.121
Number of Visits:0.111
Diagnosis:9ccs217:Ot cong anom:0.110
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100
Diagnosis:9ccs96:Hrt valve dx:0.097
Diagnosis:9ccs134:Ot uppr resp:0.096
Diagnosis:9ccs258:Other screen:0.093
Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Number of Visits:0.195
Diagnosis:9ccs256:Exam/eval:0.184
Diagnosis:9ccs155:Other GI dx:0.172
Diagnosis:9ccs128:Asthma:0.170
Diagnosis:9ccs154:Gastroent:0.166
Diagnosis:9ccs253:Allergy:0.164
Diagnosis:9ccs126:Ot up rsp in:0.155
Diagnosis:9ccs127:COPD:0.155
Diagnosis:9ccs7:Viral infect:0.149
Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.369
Number of Visits:0.277
Diagnosis:9ccs257:Ot aftercare:0.273
Diagnosis:9ccs128:Asthma:0.232
Diagnosis:9ccs125:Bronchitis:0.230
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs90:Eye infectn:0.204
Diagnosis:9ccs10:Immuniz/scrn:0.200
Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135
Diagnosis:9ccs216:Nerv cong an:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.085
Diagnosis:9ccs255:Social admin:0.076
Diagnosis:9ccs137:Mouth dx:0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.074
Diagnosis:9ccs4:Mycoses:0.074
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.072
Newborn Diagnosis:9ccs213:Cardiac anom:0.070
Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs166:Oth male gen:1.000
Maternal Procedure History:96372-otherPregnancy:0.104
Diagnosis:9ccs165:Inf male gen:0.102
Diagnosis:9ccs62:Coag/hemr dx:0.098
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs159:UTI:0.086
Diagnosis:9ccs138:Esophgeal dx:0.086
Diagnosis:9ccs133:Oth low resp:0.083
Maternal Lab History: INR-postPregnancy:-0.079
Maternal Lab History: APTT-postPregnancy:-0.077
Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs200:Oth skin dx:0.133
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs126:Ot up rsp in:0.128
Diagnosis:9ccs7:Viral infect:0.095
Number of Visits:0.091
Diagnosis:9ccs155:Other GI dx:0.087
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.085
Diagnosis:9ccs76:Meningitis:0.082
Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.185
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.099
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.098
Maternal Procedure History:81025-postPregnancy:0.081
Diagnosis:9ccs163:Other GU dx:0.078
Maternal Procedure History:90656-postPregnancy:0.077
Maternal Lab History: IRON-postPregnancy:-0.077
Maternal Lab History: Varicella IgG-postPregnancy:-0.074
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.074
Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.130
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.121
Maternal Procedure History:45300-postPregnancy:0.106
Maternal Procedure History:90656-postPregnancy:0.099
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.087
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.085
Maternal Procedure History:81025-postPregnancy:0.082
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.080
Diagnosis:9ccs127:COPD:0.077
Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.234
Diagnosis:9ccs126:Ot up rsp in:0.182
Diagnosis:9ccs257:Ot aftercare:0.171
Diagnosis:9ccs7:Viral infect:0.168
Diagnosis:9ccs125:Bronchitis:0.167
Diagnosis:9ccs92:Otitis media:0.154
Diagnosis:9ccs10:Immuniz/scrn:0.145
Diagnosis:9ccs255:Social admin:0.136
Diagnosis:9ccs155:Other GI dx:0.131
Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs257:Ot aftercare:0.288
Diagnosis:9ccs126:Ot up rsp in:0.250
Diagnosis:9ccs128:Asthma:0.246
Diagnosis:9ccs92:Otitis media:0.230
Diagnosis:9ccs7:Viral infect:0.219
Diagnosis:9ccs122:Pneumonia:0.187
Number of Visits:0.183
Diagnosis:9ccs90:Eye infectn:0.175
Diagnosis:9ccs135:Intest infct:0.167
Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.703
Maternal Lab History: URINE CULTURE-postPregnancy:0.142
Diagnosis:9ccs8:Oth infectns:0.132
Diagnosis:9ccs64:Ot hematl dx:0.128
Diagnosis:9ccs165:Inf male gen:0.124
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.118
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.113
Maternal Lab History: ESTRIOL-postPregnancy:0.110
Maternal Lab History: POLYS-postPregnancy:-0.109
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Number of Visits:0.180
Diagnosis:9ccs128:Asthma:0.160
Diagnosis:9ccs133:Oth low resp:0.155
Diagnosis:9ccs122:Pneumonia:0.127
Diagnosis:9ccs126:Ot up rsp in:0.125
Diagnosis:9ccs125:Bronchitis:0.120
Diagnosis:9ccs258:Other screen:0.103
Diagnosis:9ccs134:Ot uppr resp:0.099
Diagnosis:9ccs7:Viral infect:0.093
Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.498
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.918
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.794
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.792
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.789
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.787
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.508
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.996
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.386
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.385
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.383
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.382
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.356
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.355
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.345
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.345
Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.482
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.997
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.949
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.919
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.916
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.794
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.792
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.743
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs138:Esophgeal dx:0.202
Diagnosis:9ccs141:Ot dx stomch:0.179
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.140
Diagnosis:9ccs133:Oth low resp:0.140
Maternal Lab History: HCG-otherPregnancy:0.134
Maternal Lab History: NT MoM-otherPregnancy:0.128
Maternal Lab History: INHMOM-postPregnancy:0.127
Diagnosis:9ccs155:Other GI dx:0.125
Diagnosis:9ccs257:Ot aftercare:0.111
Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.473
Newborn Diagnosis:9ccs96:Hrt valve dx:0.250
Diagnosis:9ccs117:Ot circul dx:0.228
Newborn Diagnosis:9ccs213:Cardiac anom:0.208
Diagnosis:9ccs244:Other injury:0.101
Maternal Diagnosis:9ccs149:Biliary dx:0.101
Diagnosis:9ccs91:Other eye dx:0.097
Diagnosis:9ccs83:Epilepsy/cnv:0.089
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.087
* Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.304
Diagnosis:9ccs125:Bronchitis:0.187
Diagnosis:9ccs257:Ot aftercare:0.182
Number of Visits:0.177
Diagnosis:9ccs92:Otitis media:0.169
Diagnosis:9ccs126:Ot up rsp in:0.153
Diagnosis:9ccs90:Eye infectn:0.129
Diagnosis:9ccs135:Intest infct:0.128
Diagnosis:9ccs127:COPD:0.127
Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.543
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.205
Diagnosis:9ccs113:Late eff CVD:0.198
Number of Visits:0.175
Diagnosis:9ccs92:Otitis media:0.119
Diagnosis:9ccs126:Ot up rsp in:0.101
Diagnosis:9ccs95:Oth nerv dx:0.101
Maternal Procedure History:45300-postPregnancy:0.089
Diagnosis:9ccs127:COPD:0.084
Diagnosis:9ccs7:Viral infect:0.080
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.108
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.093
Maternal Lab History: GFR in African American-otherPregnancy:-0.092
Maternal Lab History: GFR Calculation-otherPregnancy:-0.092
Newborn Diagnosis:9ccs222:Perint jaund:0.087
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.085
Diagnosis:9ccs155:Other GI dx:0.081
Maternal Procedure History:76830-postPregnancy:0.080
Maternal Diagnosis:9ccs59:Anemia:0.079
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.514
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.996
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.736
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.734
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.673
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.670
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.639
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.638
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.623
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.621
* Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.473
Newborn Diagnosis:9ccs213:Cardiac anom:0.441
Newborn Diagnosis:9ccs96:Hrt valve dx:0.329
Diagnosis:9ccs117:Ot circul dx:0.225
Diagnosis:9ccs89:Blindness:0.129
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.123
Number of Visits:0.110
Diagnosis:9ccs161:Ot dx kidney:0.101
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.098
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.526
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.948
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.789
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.783
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs155:Other GI dx:0.133
Number of Visits:0.121
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.093
Diagnosis:9ccs239:Superfic inj:0.093
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs200:Oth skin dx:0.087
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087
Diagnosis:9ccs257:Ot aftercare:0.081
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Diagnosis:9ccs154:Gastroent:0.209
Diagnosis:9ccs140:Gastritis:0.113
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.100
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.100
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.099
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.099
Maternal Lab History: hCG MoM-otherPregnancy:0.096
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.092
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.225
Diagnosis:9ccs163:Other GU dx:0.164
Diagnosis:9ccs2:Septicemia:0.129
Diagnosis:9ccs257:Ot aftercare:0.120
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.117
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.115
Maternal Lab History: RUBELLA-postPregnancy:0.104
Maternal Lab History: PTT-otherPregnancy:0.096
Diagnosis:9ccs122:Pneumonia:0.095
Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.503
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.999
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.335
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.310
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.300
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.299
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.293
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.293
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.242
Diagnosis:9ccs217:Ot cong anom:0.212
Diagnosis:9ccs213:Cardiac anom:0.129
Diagnosis:9ccs223:Birth trauma:0.109
Newborn Diagnosis:9ccs218:Liveborn:-0.103
Diagnosis:9ccs7:Viral infect:0.088
Diagnosis:9ccs257:Ot aftercare:0.081
Number of Visits:0.080
Newborn Diagnosis:9ccs191:Amnios dx:0.077
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Diagnosis:9ccs258:Other screen:0.184
Diagnosis:9ccs200:Oth skin dx:0.169
Diagnosis:9ccs7:Viral infect:0.129
Diagnosis:9ccs155:Other GI dx:0.129
Diagnosis:9ccs256:Exam/eval:0.127
Diagnosis:9ccs133:Oth low resp:0.124
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.118
Diagnosis:9ccs197:Skin infectn:0.115
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Diagnosis:9ccs134:Ot uppr resp:0.127
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.120
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.115
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.111
Maternal Lab History: TP PERIOD-otherPregnancy:0.108
Maternal Lab History: GFR in African American-otherPregnancy:0.098
Maternal Lab History: GFR Calculation-otherPregnancy:0.098
Diagnosis:9ccs126:Ot up rsp in:0.095
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.093
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Diagnosis:9ccs239:Superfic inj:0.184
Diagnosis:9ccs137:Mouth dx:0.165
Diagnosis:9ccs155:Other GI dx:0.145
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.122
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.111
Diagnosis:9ccs250:Nausea/vomit:0.111
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.106
Diagnosis:9ccs127:COPD:0.103
Diagnosis:9ccs256:Exam/eval:0.102
Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Lab:306617 OCCULT BLOOD TEST (FECAL):1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.441
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.279
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.268
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.249
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.244
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.212
Maternal Lab History: VLDL-postPregnancy:-0.200
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.190
Maternal Lab History: GLOBULIN-postPregnancy:-0.188
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.136
Maternal Procedure History:96372-otherPregnancy:0.120
Maternal Procedure History:S9470-postPregnancy:0.113
Diagnosis:9ccs128:Asthma:0.103
Diagnosis:9ccs259:Unclassified:0.100
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.096
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.093
Maternal Lab History: SODIUM-otherPregnancy:-0.091
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.472
Diagnosis:9ccs159:UTI:0.225
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.148
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.146
Diagnosis:9ccs163:Other GU dx:0.124
Diagnosis:9ccs83:Epilepsy/cnv:0.118
Newborn Diagnosis:9ccs217:Ot cong anom:0.105
Diagnosis:9ccs213:Cardiac anom:0.101
Maternal Lab History: LIPASE-postPregnancy:0.097
Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.503
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.998
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.508
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.506
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.482
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.481
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.445
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.443
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.349
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.347
* Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.503
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Diagnosis:9ccs219:Low birth wt:-0.264
Maternal Diagnosis:9ccs159:UTI:-0.194
Diagnosis:9ccs59:Anemia:-0.135
Maternal Diagnosis:9ccs184:Early labor:-0.134
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:-0.105
Newborn Diagnosis:9ccs256:Exam/eval:-0.105
Newborn Diagnosis:9ccs219:Low birth wt:-0.095
Diagnosis:9ccs153:GI hemorrhag:-0.095
Diagnosis:9ccs147:Anal/rectal:0.094
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.105
Maternal Lab History: O2 SATURATION-postPregnancy:0.102
Maternal Lab History: PO2-postPregnancy:0.095
Diagnosis:9ccs117:Ot circul dx:0.093
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.073
Diagnosis:9ccs217:Ot cong anom:0.071
Diagnosis:9ccs166:Oth male gen:0.069
Maternal Lab History: EOSINOPHIL-postPregnancy:0.068
Newborn Diagnosis:9ccs218:Liveborn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1748 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.996
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.736
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.733
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.691
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.689
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.673
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.671
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.649
Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs75:Hx mental dx:1.000
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.138
Maternal Lab History: ALT-otherPregnancy:0.132
Diagnosis:9ccs113:Late eff CVD:0.127
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.115
Maternal Procedure History:96372-postPregnancy:0.111
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.090
Maternal Procedure History:97110-postPregnancy:-0.089
Maternal Procedure History:76830-postPregnancy:0.085
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.081
Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs205:Back problem:1.000
Maternal Diagnosis:9ccs6:Hepatitis:0.100
Lab:294203 BILIRUBIN TOTAL - LMC:0.095
Maternal Procedure History:90746-postPregnancy:-0.092
Maternal Diagnosis:9ccs191:Amnios dx:0.086
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.083
Diagnosis:9ccs251:Abdomnl pain:0.082
Diagnosis:9ccs133:Oth low resp:0.080
Diagnosis:9ccs224:Ot perint dx:0.077
Diagnosis:9ccs161:Ot dx kidney:0.075
Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.469
Newborn Diagnosis:9ccs219:Low birth wt:0.467
Newborn Diagnosis:9ccs253:Allergy:0.271
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264
Newborn Diagnosis:9ccs256:Exam/eval:0.214
Newborn Diagnosis:9ccs222:Perint jaund:0.213
Maternal Lab History: ESTRIOL-postPregnancy:0.187
Maternal Lab History: URINE CULTURE-postPregnancy:0.186
Maternal Procedure History:96372-otherPregnancy:0.179
Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.500
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.997
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.948
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.946
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.919
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.915
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.794
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.792
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.744
* Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs153:GI hemorrhag:0.209
Diagnosis:9ccs155:Other GI dx:0.191
Diagnosis:9ccs133:Oth low resp:0.166
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.159
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.146
Diagnosis:9ccs256:Exam/eval:0.138
Maternal Lab History: GFR Calculation-postPregnancy:0.137
Maternal Lab History: GFR in African American-postPregnancy:0.137
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.127
Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.503
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.918
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.916
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.746
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.746
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.744
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.743
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.714
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.712
Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.148
Maternal Lab History: PTT-otherPregnancy:0.144
Maternal Lab History: INR-otherPregnancy:0.137
Maternal Procedure History:93005-otherPregnancy:0.134
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.134
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.116
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.116
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.113
Diagnosis:9ccs122:Pneumonia:0.109
* Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Diagnosis:9ccs250:Nausea/vomit:0.202
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.159
Diagnosis:9ccs133:Oth low resp:0.145
Maternal Lab History: INHMOM-otherPregnancy:0.126
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Lab History: INHMOM-postPregnancy:0.122
Diagnosis:9ccs155:Other GI dx:0.121
Maternal Procedure History:90656-postPregnancy:0.118
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs223:Birth trauma:1.000
Newborn Diagnosis:9ccs223:Birth trauma:0.273
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.196
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.190
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.189
Maternal Diagnosis:9ccs188:Pelvic obstr:0.152
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.148
Diagnosis:9ccs89:Blindness:0.109
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.087
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.084
Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs8:Oth infectns:1.000
Maternal Lab History: FASTING-postPregnancy:0.171
Maternal Lab History: FASTING-otherPregnancy:0.162
Diagnosis:9ccs2603:E Codes: Fall:0.132
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.117
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.100
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.094
Maternal Lab History: ESTRIOL-otherPregnancy:0.093
Diagnosis:10ccs58:Ot nutrit dx:0.093
Diagnosis:9ccs117:Ot circul dx:0.087
Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:1.000
Diagnosis:9ccs243:Poisn nonmed:-0.102
Diagnosis:9ccs217:Ot cong anom:0.085
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.069
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.069
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.063
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.063
Maternal Diagnosis:9ccs183:HTN in preg:0.063
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.062
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.061
Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:0.164
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.105
Diagnosis:9ccs234:Crush injury:-0.098
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.084
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.083
Maternal Lab History: A/G-postPregnancy:-0.080
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.080
Diagnosis:9ccs48:Thyroid dsor:-0.074
Maternal Diagnosis:9ccs49:DiabMel no c:0.070
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.069
Diagnosis:9ccs165:Inf male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs165:Inf male gen:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.124
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.123
Diagnosis:9ccs244:Other injury:0.118
Maternal Lab History: PTT-otherPregnancy:0.112
Maternal Lab History: COLONY COUNT-postPregnancy:0.112
Lab:294147 FREE T4 - LMC:-0.110
Maternal Lab History: INR-otherPregnancy:0.107
Diagnosis:9ccs166:Oth male gen:0.102
Diagnosis:9ccs135:Intest infct:0.096
Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs3:Oth bact inf:1.000
Diagnosis:9ccs247:Lymph enlarg:0.202
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.168
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.155
Lab:297275 STREP RAPID TEST (POCT):0.138
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.131
Diagnosis:9ccs246:FUO:0.131
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.122
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.119
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.116
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Procedure History:96372-otherPregnancy:0.294
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.236
Diagnosis:9ccs250:Nausea/vomit:0.179
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.131
Maternal Lab History: BETA HCG FREE-postPregnancy:0.125
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.095
Diagnosis:9ccs251:Abdomnl pain:0.090
Diagnosis:9ccs138:Esophgeal dx:0.088
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.085
Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs240:Burns:1.000
Maternal Lab History: MONOCYTE-otherPregnancy:0.167
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.139
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.139
Maternal Lab History: MONOS-otherPregnancy:0.126
Diagnosis:9ccs243:Poisn nonmed:0.124
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.119
Maternal Procedure History:90472-postPregnancy:0.115
Maternal Procedure History:81025-otherPregnancy:0.111
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.108
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Diagnosis:9ccs3:Oth bact inf:0.202
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.140
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.124
Maternal Lab History: FREE T-4-postPregnancy:0.122
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.120
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.118
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.111
Maternal Lab History: AFP-otherPregnancy:0.110
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.108
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Diagnosis:9ccs95:Oth nerv dx:0.147
Maternal Lab History: FERRITIN-otherPregnancy:-0.136
Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.124
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.121
Maternal Lab History: APF MoM-otherPregnancy:-0.118
Maternal Lab History: PT-otherPregnancy:-0.112
Diagnosis:9ccs134:Ot uppr resp:0.111
Maternal Lab History: PAPP-A-otherPregnancy:-0.095
Newborn Diagnosis:9ccs191:Amnios dx:0.095
Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.503
Correlated most with:
Diagnosis:10ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.703
Diagnosis:9ccs64:Ot hematl dx:0.123
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.108
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.101
Diagnosis:9ccs8:Oth infectns:0.093
Diagnosis:9ccs209:Ot acq defor:0.088
Newborn Diagnosis:9ccs253:Allergy:0.083
Maternal Diagnosis:9ccs61:Sickle cell:0.083
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.083
Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:1.000
Diagnosis:9ccs96:Hrt valve dx:0.228
Diagnosis:9ccs213:Cardiac anom:0.225
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.204
Newborn Diagnosis:9ccs253:Allergy:0.164
Maternal Lab History: FREE T-4-otherPregnancy:-0.119
Newborn Diagnosis:9ccs213:Cardiac anom:0.107
Maternal Lab History: FREE T3-postPregnancy:-0.101
Newborn Diagnosis:9ccs191:Amnios dx:0.095
Diagnosis:9ccs47:Ot bnign neo:0.093
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.513
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.673
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.672
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.633
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.632
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.613
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.611
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.356
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.355
Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs55:Fluid/elc dx:1.000
Maternal Procedure History:97110-postPregnancy:0.194
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.180
Maternal Procedure History:97001-postPregnancy:0.174
Maternal Procedure History:96372-postPregnancy:0.168
Maternal Lab History: URINE CULTURE-postPregnancy:0.140
Newborn Diagnosis:9ccs213:Cardiac anom:0.136
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.132
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.126
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.116
Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.265
Maternal Lab History: A/G-postPregnancy:-0.252
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.216
Maternal Procedure History:90656-postPregnancy:-0.208
Maternal Lab History: GLOBULIN-postPregnancy:0.185
Maternal Procedure History:99000-postPregnancy:-0.130
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.128
Maternal Lab History: URINE SUGAR-otherPregnancy:0.127
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.118
Maternal Procedure History:99401-postPregnancy:-0.117
Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:1.000
Maternal Lab History: FREE T3-postPregnancy:-0.208
Maternal Lab History: FIBRINOGEN-postPregnancy:0.132
Maternal Lab History: MAGNESIUM-postPregnancy:-0.109
Maternal Lab History: FREE T-4-postPregnancy:-0.096
Diagnosis:9ccs141:Ot dx stomch:0.090
Maternal Diagnosis:9ccs188:Pelvic obstr:0.086
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.084
Diagnosis:9ccs205:Back problem:0.082
Diagnosis:9ccs55:Fluid/elc dx:0.082
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.130
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.101
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.092
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.090
Diagnosis:9ccs153:GI hemorrhag:0.077
Maternal Procedure History:86580-otherPregnancy:0.076
Diagnosis:9ccs2603:E Codes: Fall:0.075
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.070
Maternal Lab History: VITAMIN B-12-postPregnancy:0.069
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.067
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: BUN-otherPregnancy:-0.173
Newborn Diagnosis:9ccs253:Allergy:-0.170
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.129
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.118
Diagnosis:9ccs117:Ot circul dx:-0.101
Maternal Lab History: POTASSIUM-postPregnancy:-0.095
Maternal Lab History: ALBUMIN-otherPregnancy:-0.087
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.086
Diagnosis:9ccs213:Cardiac anom:-0.080
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.080
Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs163:Other GU dx:1.000
Diagnosis:9ccs159:UTI:0.164
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Maternal Procedure History:96372-postPregnancy:0.144
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.125
Diagnosis:9ccs161:Ot dx kidney:0.124
Newborn Diagnosis:9ccs215:gu cong anom:0.110
Diagnosis:9ccs2:Septicemia:0.104
Maternal Diagnosis:9ccs211:Ot conn tiss:0.104
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.096
Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.507
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.491
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.267
Diagnosis:9ccs48:Thyroid dsor:0.258
Maternal Lab History: NEUTROPHIL-postPregnancy:0.257
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.223
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.215
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.202
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.202
Maternal Lab History: MONOCYTE-postPregnancy:-0.188
Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.157
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.145
Diagnosis:9ccs76:Meningitis:0.097
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.095
Maternal Lab History: FREE T-4-postPregnancy:-0.072
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.065
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.060
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.058
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.057
Maternal Diagnosis:9ccs59:Anemia:0.054
Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:93005-otherPregnancy:0.210
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.208
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.196
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.138
Diagnosis:9ccs216:Nerv cong an:-0.134
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.133
Maternal Lab History: 2 HOUR-otherPregnancy:0.126
Maternal Lab History: WEIGHT-otherPregnancy:0.110
Maternal Diagnosis:9ccs168:PID:-0.108
Diagnosis:9ccs234:Crush injury:0.092
Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:-0.143
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:-0.094
Maternal Diagnosis:9ccs168:PID-otherPregnancy:-0.071
Maternal Diagnosis:9ccs49:DiabMel no c:-0.061
Diagnosis:9ccs128:Asthma:0.059
Diagnosis:9ccs10:Immuniz/scrn:0.055
Diagnosis:9ccs198:Ot infl skin:0.055
Maternal Diagnosis:9ccs189:Prev c-sectn:0.053
Newborn Diagnosis:9ccs259:Unclassified:-0.049
Diagnosis:9ccs7:Viral infect:0.046
Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs64:Ot hematl dx:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.214
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.154
Diagnosis:9ccs2603:E Codes: Fall:0.128
Diagnosis:10ccs58:Ot nutrit dx:0.123
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.120
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.120
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.115
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.101
Maternal Lab History: MONOS-otherPregnancy:0.101
Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:0.107
Maternal Diagnosis:9ccs128:Asthma:-0.097
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.080
Diagnosis:9ccs122:Pneumonia:0.064
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.062
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.062
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.061
Newborn Diagnosis:9ccs94:Other ear dx:0.057
Newborn Diagnosis:9ccs224:Ot perint dx:0.052
Diagnosis:9ccs127:COPD:-0.052
Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.190
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.166
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.158
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.145
Maternal Lab History: NEUTROPHIL-postPregnancy:0.138
Maternal Lab History: SODIUM-postPregnancy:-0.128
Maternal Diagnosis:9ccs0:No DX:-0.119
Maternal Lab History: 3 HOUR-otherPregnancy:-0.104
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.103
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.097
Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.363
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.355
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.207
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.189
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.174
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.172
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.169
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.169
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.164
Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs76:Meningitis:1.000
Lab:297275 STREP RAPID TEST (POCT):0.106
Diagnosis:9ccs92:Otitis media:0.103
Diagnosis:9ccs124:Tonsillitis:0.084
Maternal Diagnosis:9ccs195:Ot compl bir:-0.083
Diagnosis:9ccs4:Mycoses:0.082
Number of Visits:0.082
Maternal Lab History: 3 HOUR-otherPregnancy:-0.081
Maternal Diagnosis:9ccs176:Contraceptiv:0.079
Diagnosis:9ccs133:Oth low resp:0.073
Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258
Lab:294147 FREE T4 - LMC:0.232
Maternal Diagnosis:9ccs48:Thyroid dsor:0.155
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.131
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.122
Maternal Procedure History:87880-postPregnancy:0.120
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.115
Maternal Lab History: GFR Calculation-otherPregnancy:0.100
Maternal Lab History: GFR in African American-otherPregnancy:0.099
Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs242:Poisn ot med:1.000
Maternal Procedure History:90801-postPregnancy:0.290
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.173
Maternal Lab History: GAMMA GT-postPregnancy:0.155
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.153
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.151
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.147
Maternal Lab History: FREE T3-postPregnancy:0.147
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.141
Maternal Lab History: UIBC-postPregnancy:-0.139
Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.501
Correlated most with:
Lab:297275 STREP RAPID TEST (POCT):1.000
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.241
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.220
Maternal Lab History: URINE KETONES-postPregnancy:0.215
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.180
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.156
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.150
Diagnosis:9ccs3:Oth bact inf:0.138
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.108
Diagnosis:9ccs76:Meningitis:0.106
Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.185
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.135
Diagnosis:9ccs240:Burns:0.124
Maternal Diagnosis:9ccs163:Other GU dx:0.119
Maternal Lab History: URINE KETONES-postPregnancy:0.118
Lab:292495 LEAD LEVEL - Sunrise:-0.102
Diagnosis:9ccs151:Oth liver dx:0.096
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.092
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.068
Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.498
Correlated most with:
Maternal Procedure History:93005-otherPregnancy:-0.194
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.182
Maternal Lab History: WEIGHT-otherPregnancy:-0.167
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.159
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.146
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.140
Diagnosis:9ccs216:Nerv cong an:0.125
Maternal Lab History: 2 HOUR-otherPregnancy:-0.117
Diagnosis:9ccs48:Thyroid dsor:0.116
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.111
Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs147:Anal/rectal:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.214
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.200
Maternal Lab History: PTT-otherPregnancy:0.193
Maternal Lab History: GFR in African American-otherPregnancy:0.184
Maternal Lab History: GFR Calculation-otherPregnancy:0.184
Maternal Lab History: INR-otherPregnancy:0.183
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.149
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.134
Diagnosis:9ccs155:Other GI dx:0.132
Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.500
Correlated most with:
Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.244
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.181
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.173
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.142
Maternal Lab History: GLUCOSE-otherPregnancy:0.125
Diagnosis:9ccs211:Ot conn tiss:-0.124
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.117
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.116
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.109
Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.379
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.308
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.266
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.258
Diagnosis:9ccs123:Influenza:0.207
Maternal Procedure History:76830-postPregnancy:-0.200
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.192
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.188
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.187
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.186
Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.508
Correlated most with:
Lab:294205 TSH REFLEX TO FT4 - LMC:1.000
Lab:294147 FREE T4 - LMC:-0.386
Maternal Lab History: 2 HOUR-postPregnancy:-0.188
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167
Maternal Diagnosis:9ccs61:Sickle cell:0.126
Maternal Lab History: WEIGHT-postPregnancy:0.096
Maternal Diagnosis:9ccs49:DiabMel no c:0.092
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.091
Diagnosis:9ccs165:Inf male gen:0.089
Diagnosis:9ccs223:Birth trauma:-0.087
Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:1.000
Diagnosis:9ccs95:Oth nerv dx:0.156
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.143
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.133
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.121
Maternal Lab History: APTT-postPregnancy:0.116
Diagnosis:9ccs83:Epilepsy/cnv:0.115
Diagnosis:9ccs59:Anemia:0.108
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.103
Diagnosis:9ccs62:Coag/hemr dx:0.097
Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs140:Gastritis:1.000
Maternal Procedure History:90472-postPregnancy:0.146
Maternal Lab History: MONOCYTE-postPregnancy:0.139
Diagnosis:9ccs153:GI hemorrhag:0.113
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.100
Diagnosis:9ccs213:Cardiac anom:0.098
Maternal Lab History: BICARBONATE-postPregnancy:-0.095
Newborn Diagnosis:9ccs95:Oth nerv dx:0.093
Maternal Procedure History:90649-postPregnancy:0.091
Maternal Procedure History:90471-postPregnancy:0.085
Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:1.000
Diagnosis:9ccs83:Epilepsy/cnv:0.144
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.114
Lab:295669 BILIRUBIN DIRECT - LMC:-0.113
Diagnosis:9ccs47:Ot bnign neo:0.105
Diagnosis:9ccs166:Oth male gen:0.098
Diagnosis:9ccs216:Nerv cong an:0.097
Diagnosis:9ccs55:Fluid/elc dx:0.093
Diagnosis:9ccs197:Skin infectn:0.086
Newborn Diagnosis:9ccs213:Cardiac anom:0.086
* Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Diagnosis:9ccs212:Ot bone dx:0.182
Diagnosis:9ccs2603:E Codes: Fall:0.089
Diagnosis:10ccs58:Ot nutrit dx:0.088
Maternal Lab History: URINE KETONES-postPregnancy:0.082
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.077
Maternal Lab History: WBC-otherPregnancy:0.072
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.072
Maternal Diagnosis:9ccs61:Sickle cell:0.072
Maternal Diagnosis:9ccs190:Fetal distrs:0.067
Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.506
Correlated most with:
Lab:294147 FREE T4 - LMC:1.000
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.386
Maternal Lab History: 2 HOUR-postPregnancy:0.233
Diagnosis:9ccs48:Thyroid dsor:0.232
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.208
Maternal Procedure History:90649-postPregnancy:0.137
Maternal Diagnosis:9ccs48:Thyroid dsor:0.126
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.121
Maternal Lab History: WEIGHT-postPregnancy:-0.119
Maternal Diagnosis:9ccs49:DiabMel no c:-0.114
Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: APF MoM-postPregnancy:-0.294
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.137
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.115
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.112
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.111
Maternal Lab History: SODIUM-postPregnancy:-0.103
Diagnosis:9ccs141:Ot dx stomch:0.095
Diagnosis:9ccs3:Oth bact inf:0.095
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.084
Diagnosis:9ccs134:Ot uppr resp:-0.079
Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.206
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.190
Maternal Lab History: FREE T-4-postPregnancy:-0.094
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.079
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.076
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.067
Diagnosis:9ccs0:No DX:-0.067
Diagnosis:9ccs94:Other ear dx:-0.063
Diagnosis:9ccs256:Exam/eval:-0.063
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.062
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.063
Diagnosis:9ccs259:Unclassified:0.056
Diagnosis:9ccs217:Ot cong anom:0.049
Diagnosis:9ccs256:Exam/eval:0.048
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.046
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046
Diagnosis:9ccs95:Oth nerv dx:0.045
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.043
Newborn Diagnosis:9ccs215:gu cong anom:0.043
Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.506
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.996
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.919
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.916
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.787
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.785
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.714
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.712
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.666
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.664
Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs246:FUO:1.000
Diagnosis:9ccs2:Septicemia:0.166
Diagnosis:9ccs3:Oth bact inf:0.131
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.125
Diagnosis:9ccs239:Superfic inj:0.093
Diagnosis:9ccs240:Burns:0.092
Maternal Diagnosis:9ccs106:Dysrhythmia:0.092
Maternal Procedure History:86580-otherPregnancy:0.091
Maternal Procedure History:86580-postPregnancy:0.085
Maternal Lab History: RDW-otherPregnancy:0.085
Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.144
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.144
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.125
Maternal Lab History: AFP-otherPregnancy:0.106
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.104
Maternal Lab History: WEIGHT-postPregnancy:0.097
Maternal Procedure History:86703-postPregnancy:0.097
Diagnosis:9ccs2603:E Codes: Fall:-0.093
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.092
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.091
Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs2:Septicemia:1.000
Maternal Lab History: LIPASE-postPregnancy:-0.293
Maternal Lab History: FREE T-4-otherPregnancy:0.293
Maternal Lab History: AMYLASE-postPregnancy:-0.279
Maternal Lab History: LDL-otherPregnancy:-0.262
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.240
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.168
Diagnosis:9ccs246:FUO:0.166
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.161
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.148
Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.500
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.994
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.337
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.335
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.334
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.268
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.267
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.173
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.172
Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs212:Ot bone dx:1.000
Diagnosis:9ccs209:Ot acq defor:0.182
Maternal Diagnosis:9ccs182:Hemorr preg:0.092
Diagnosis:9ccs0:No DX:0.085
Diagnosis:9ccs89:Blindness:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Diagnosis:9ccs47:Ot bnign neo:0.064
Maternal Diagnosis:9ccs49:DiabMel no c:0.059
Diagnosis:9ccs96:Hrt valve dx:0.058
Diagnosis:9ccs58:Ot nutrit dx:0.057
Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:-0.097
Diagnosis:9ccs0:No DX:-0.086
Diagnosis:9ccs136:Teeth dx:-0.072
Diagnosis:9ccs94:Other ear dx:-0.064
Diagnosis:9ccs134:Ot uppr resp:-0.064
Diagnosis:9ccs197:Skin infectn:-0.061
Lab:306617 OCCULT BLOOD TEST (FECAL):0.058
Diagnosis:9ccs76:Meningitis:-0.054
Diagnosis:9ccs153:GI hemorrhag:0.054
Diagnosis:9ccs256:Exam/eval:-0.048
Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.511
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.486
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.485
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.463
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.462
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.438
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.438
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.392
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.391
MatDeliveryAge : 0.0132131576887
Vital : 0.932377106274
Number of Visits : 0.0108340130825
Diagnosis : 0.0351278103842
Lab : 0.00251111596292
Newborn Diagnosis : 0.00593679660786
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_index_min_5_no_census
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_results_min_5_no_census
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_models_min_5_no_census.pkl
-----------------------------------------------------
boys min_5 no_wt_bmi lasso
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.818, R^2 test: -1.246
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.652, R^2 test: -0.517
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.511, R^2 test: -0.274
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.004, R^2 test: -0.002
best alpha via bootstrap CV: 0.1
AUC Train: 0.645, Explained Variance Score Train: 0.004
AUC Validation: 0.396, Explained Variance Score Validation: -0.000
AUC Test: 0.470, Explained Variance Score Test: -0.000
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.865, R^2 test: -1.686
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.727, R^2 test: -0.453
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.620, R^2 test: -0.305
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.152, R^2 test: -0.012
best alpha via bootstrap CV: 0.1
AUC Train: 0.722, Explained Variance Score Train: 0.152
AUC Validation: 0.655, Explained Variance Score Validation: -0.018
AUC Test: 0.560, Explained Variance Score Test: -0.011
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.840, R^2 test: -1.690
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.646, R^2 test: -0.544
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.510, R^2 test: -0.288
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.000
best alpha via bootstrap CV: 0.1
AUC Train: 0.500, Explained Variance Score Train: 0.000
AUC Validation: 0.500, Explained Variance Score Validation: 0.000
AUC Test: 0.500, Explained Variance Score Test: 0.000
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.890, R^2 test: -1.624
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.699, R^2 test: -0.571
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.591, R^2 test: -0.343
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.088, R^2 test: -0.007
best alpha via bootstrap CV: 0.1
AUC Train: 0.668, Explained Variance Score Train: 0.088
AUC Validation: 0.599, Explained Variance Score Validation: 0.029
AUC Test: 0.544, Explained Variance Score Test: -0.001
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.854, R^2 test: -1.471
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.669, R^2 test: -0.385
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.556, R^2 test: -0.175
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.055, R^2 test: 0.022
best alpha via bootstrap CV: 0.1
AUC Train: 0.699, Explained Variance Score Train: 0.055
AUC Validation: 0.556, Explained Variance Score Validation: -0.002
AUC Test: 0.613, Explained Variance Score Test: 0.023
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.855, R^2 test: -1.592
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.667, R^2 test: -0.293
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.579, R^2 test: -0.176
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.054, R^2 test: -0.005
best alpha via bootstrap CV: 0.1
AUC Train: 0.619, Explained Variance Score Train: 0.054
AUC Validation: 0.649, Explained Variance Score Validation: 0.044
AUC Test: 0.526, Explained Variance Score Test: 0.003
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.897, R^2 test: -0.745
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.745, R^2 test: -0.217
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.629, R^2 test: -0.105
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.078, R^2 test: -0.000
best alpha via bootstrap CV: 0.1
AUC Train: 0.762, Explained Variance Score Train: 0.078
AUC Validation: 0.711, Explained Variance Score Validation: 0.104
AUC Test: 0.516, Explained Variance Score Test: 0.001
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.814, R^2 test: -1.498
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.595, R^2 test: -0.390
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.477, R^2 test: -0.205
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.024, R^2 test: -0.001
best alpha via bootstrap CV: 0.1
AUC Train: 0.549, Explained Variance Score Train: 0.024
AUC Validation: 0.574, Explained Variance Score Validation: 0.003
AUC Test: 0.568, Explained Variance Score Test: -0.001
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.852, R^2 test: -1.855
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.631, R^2 test: -0.417
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.492, R^2 test: -0.142
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.047, R^2 test: 0.002
best alpha via bootstrap CV: 0.1
AUC Train: 0.611, Explained Variance Score Train: 0.047
AUC Validation: 0.505, Explained Variance Score Validation: 0.001
AUC Test: 0.535, Explained Variance Score Test: 0.004
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.897, R^2 test: -1.129
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.732, R^2 test: -0.405
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.580, R^2 test: -0.220
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.052, R^2 test: 0.006
best alpha via bootstrap CV: 0.1
AUC Train: 0.718, Explained Variance Score Train: 0.052
AUC Validation: 0.531, Explained Variance Score Validation: 0.012
AUC Test: 0.546, Explained Variance Score Test: 0.007
total variables 252 and total subjects: 1751
->AUC validation: 0.568 95% CI: [0.514 , 0.621]
->AUC test: 0.538 95% CI: [0.515 , 0.561]
->Explained Variance (R2) validation: 0.017 95% CI: [-0.003 , 0.038]
->Explained Variance (R2) test: 0.003 95% CI: [-0.002 , 0.008]
Test set metrics:
@threshold:1.178, sens:0.000, spec:1.000, ppv:0.000, acc:0.797, f1:0.000, total+:0, total-:350
@threshold:0.178, sens:0.000, spec:1.000, ppv:0.000, acc:0.797, f1:0.000, total+:0, total-:350
@threshold:0.140, sens:0.000, spec:0.996, ppv:0.000, acc:0.794, f1:0.000, total+:1, total-:349
@threshold:0.122, sens:0.014, spec:0.996, ppv:0.500, acc:0.797, f1:0.027, total+:2, total-:348
@threshold:0.113, sens:0.014, spec:0.993, ppv:0.333, acc:0.794, f1:0.027, total+:3, total-:347
@threshold:0.068, sens:0.028, spec:0.975, ppv:0.222, acc:0.783, f1:0.050, total+:9, total-:341
@threshold:0.068, sens:0.028, spec:0.971, ppv:0.200, acc:0.780, f1:0.049, total+:10, total-:340
@threshold:0.064, sens:0.042, spec:0.968, ppv:0.250, acc:0.780, f1:0.072, total+:12, total-:338
@threshold:0.061, sens:0.042, spec:0.964, ppv:0.231, acc:0.777, f1:0.071, total+:13, total-:337
@threshold:0.052, sens:0.056, spec:0.953, ppv:0.235, acc:0.771, f1:0.091, total+:17, total-:333
@threshold:0.050, sens:0.056, spec:0.950, ppv:0.222, acc:0.769, f1:0.090, total+:18, total-:332
@threshold:0.045, sens:0.070, spec:0.943, ppv:0.238, acc:0.766, f1:0.109, total+:21, total-:329
@threshold:0.045, sens:0.070, spec:0.939, ppv:0.227, acc:0.763, f1:0.108, total+:22, total-:328
@threshold:0.044, sens:0.085, spec:0.935, ppv:0.250, acc:0.763, f1:0.126, total+:24, total-:326
@threshold:0.044, sens:0.085, spec:0.932, ppv:0.240, acc:0.760, f1:0.125, total+:25, total-:325
@threshold:0.043, sens:0.113, spec:0.925, ppv:0.276, acc:0.760, f1:0.160, total+:29, total-:321
@threshold:0.043, sens:0.113, spec:0.921, ppv:0.267, acc:0.757, f1:0.158, total+:30, total-:320
@threshold:0.042, sens:0.127, spec:0.903, ppv:0.250, acc:0.746, f1:0.168, total+:36, total-:314
@threshold:0.042, sens:0.141, spec:0.896, ppv:0.256, acc:0.743, f1:0.182, total+:39, total-:311
@threshold:0.041, sens:0.141, spec:0.892, ppv:0.250, acc:0.740, f1:0.180, total+:40, total-:310
@threshold:0.041, sens:0.141, spec:0.882, ppv:0.233, acc:0.731, f1:0.175, total+:43, total-:307
@threshold:0.041, sens:0.141, spec:0.878, ppv:0.227, acc:0.729, f1:0.174, total+:44, total-:306
@threshold:0.030, sens:0.141, spec:0.828, ppv:0.172, acc:0.689, f1:0.155, total+:58, total-:292
@threshold:0.030, sens:0.141, spec:0.824, ppv:0.169, acc:0.686, f1:0.154, total+:59, total-:291
@threshold:0.024, sens:0.155, spec:0.817, ppv:0.177, acc:0.683, f1:0.165, total+:62, total-:288
@threshold:0.023, sens:0.155, spec:0.814, ppv:0.175, acc:0.680, f1:0.164, total+:63, total-:287
@threshold:0.019, sens:0.169, spec:0.806, ppv:0.182, acc:0.677, f1:0.175, total+:66, total-:284
@threshold:0.017, sens:0.211, spec:0.803, ppv:0.214, acc:0.683, f1:0.213, total+:70, total-:280
@threshold:0.014, sens:0.225, spec:0.803, ppv:0.225, acc:0.686, f1:0.225, total+:71, total-:279
@threshold:0.011, sens:0.268, spec:0.799, ppv:0.253, acc:0.691, f1:0.260, total+:75, total-:275
@threshold:0.010, sens:0.282, spec:0.799, ppv:0.263, acc:0.694, f1:0.272, total+:76, total-:274
@threshold:0.009, sens:0.282, spec:0.796, ppv:0.260, acc:0.691, f1:0.270, total+:77, total-:273
@threshold:0.007, sens:0.296, spec:0.796, ppv:0.269, acc:0.694, f1:0.282, total+:78, total-:272
@threshold:0.006, sens:0.296, spec:0.792, ppv:0.266, acc:0.691, f1:0.280, total+:79, total-:271
@threshold:0.002, sens:0.310, spec:0.781, ppv:0.265, acc:0.686, f1:0.286, total+:83, total-:267
@threshold:-0.001, sens:0.310, spec:0.778, ppv:0.262, acc:0.683, f1:0.284, total+:84, total-:266
@threshold:-0.003, sens:0.324, spec:0.778, ppv:0.271, acc:0.686, f1:0.295, total+:85, total-:265
@threshold:-0.003, sens:0.324, spec:0.774, ppv:0.267, acc:0.683, f1:0.293, total+:86, total-:264
@threshold:-0.006, sens:0.338, spec:0.767, ppv:0.270, acc:0.680, f1:0.300, total+:89, total-:261
@threshold:-0.007, sens:0.352, spec:0.763, ppv:0.275, acc:0.680, f1:0.309, total+:91, total-:259
@threshold:-0.011, sens:0.366, spec:0.753, ppv:0.274, acc:0.674, f1:0.313, total+:95, total-:255
@threshold:-0.011, sens:0.366, spec:0.749, ppv:0.271, acc:0.671, f1:0.311, total+:96, total-:254
@threshold:-0.013, sens:0.380, spec:0.735, ppv:0.267, acc:0.663, f1:0.314, total+:101, total-:249
@threshold:-0.013, sens:0.380, spec:0.731, ppv:0.265, acc:0.660, f1:0.312, total+:102, total-:248
@threshold:-0.014, sens:0.380, spec:0.720, ppv:0.257, acc:0.651, f1:0.307, total+:105, total-:245
@threshold:-0.014, sens:0.380, spec:0.717, ppv:0.255, acc:0.649, f1:0.305, total+:106, total-:244
@threshold:-0.014, sens:0.394, spec:0.717, ppv:0.262, acc:0.651, f1:0.315, total+:107, total-:243
@threshold:-0.014, sens:0.394, spec:0.713, ppv:0.259, acc:0.649, f1:0.313, total+:108, total-:242
@threshold:-0.014, sens:0.394, spec:0.688, ppv:0.243, acc:0.629, f1:0.301, total+:115, total-:235
@threshold:-0.014, sens:0.394, spec:0.685, ppv:0.241, acc:0.626, f1:0.299, total+:116, total-:234
@threshold:-0.015, sens:0.451, spec:0.642, ppv:0.242, acc:0.603, f1:0.315, total+:132, total-:218
@threshold:-0.015, sens:0.451, spec:0.638, ppv:0.241, acc:0.600, f1:0.314, total+:133, total-:217
@threshold:-0.015, sens:0.465, spec:0.638, ppv:0.246, acc:0.603, f1:0.322, total+:134, total-:216
@threshold:-0.015, sens:0.465, spec:0.613, ppv:0.234, acc:0.583, f1:0.311, total+:141, total-:209
@threshold:-0.015, sens:0.761, spec:0.337, ppv:0.226, acc:0.423, f1:0.348, total+:239, total-:111
@threshold:-0.015, sens:0.761, spec:0.333, ppv:0.225, acc:0.420, f1:0.347, total+:240, total-:110
@threshold:-0.015, sens:0.803, spec:0.297, ppv:0.225, acc:0.400, f1:0.352, total+:253, total-:97
@threshold:-0.016, sens:0.803, spec:0.294, ppv:0.224, acc:0.397, f1:0.351, total+:254, total-:96
@threshold:-0.017, sens:0.817, spec:0.283, ppv:0.225, acc:0.391, f1:0.353, total+:258, total-:92
@threshold:-0.018, sens:0.817, spec:0.280, ppv:0.224, acc:0.389, f1:0.352, total+:259, total-:91
@threshold:-0.018, sens:0.831, spec:0.280, ppv:0.227, acc:0.391, f1:0.356, total+:260, total-:90
@threshold:-0.019, sens:0.845, spec:0.276, ppv:0.229, acc:0.391, f1:0.360, total+:262, total-:88
@threshold:-0.030, sens:0.859, spec:0.244, ppv:0.224, acc:0.369, f1:0.356, total+:272, total-:78
@threshold:-0.030, sens:0.859, spec:0.240, ppv:0.223, acc:0.366, f1:0.355, total+:273, total-:77
@threshold:-0.035, sens:0.873, spec:0.233, ppv:0.225, acc:0.363, f1:0.357, total+:276, total-:74
@threshold:-0.037, sens:0.873, spec:0.229, ppv:0.224, acc:0.360, f1:0.356, total+:277, total-:73
@threshold:-0.046, sens:0.887, spec:0.201, ppv:0.220, acc:0.340, f1:0.353, total+:286, total-:64
@threshold:-0.046, sens:0.887, spec:0.197, ppv:0.220, acc:0.337, f1:0.352, total+:287, total-:63
@threshold:-0.060, sens:0.901, spec:0.161, ppv:0.215, acc:0.311, f1:0.347, total+:298, total-:52
@threshold:-0.061, sens:0.901, spec:0.158, ppv:0.214, acc:0.309, f1:0.346, total+:299, total-:51
@threshold:-0.066, sens:0.915, spec:0.154, ppv:0.216, acc:0.309, f1:0.349, total+:301, total-:49
@threshold:-0.067, sens:0.915, spec:0.151, ppv:0.215, acc:0.306, f1:0.349, total+:302, total-:48
@threshold:-0.069, sens:0.930, spec:0.147, ppv:0.217, acc:0.306, f1:0.352, total+:304, total-:46
@threshold:-0.070, sens:0.930, spec:0.143, ppv:0.216, acc:0.303, f1:0.351, total+:305, total-:45
@threshold:-0.071, sens:0.944, spec:0.115, ppv:0.213, acc:0.283, f1:0.348, total+:314, total-:36
@threshold:-0.071, sens:0.944, spec:0.108, ppv:0.212, acc:0.277, f1:0.346, total+:316, total-:34
@threshold:-0.072, sens:0.944, spec:0.104, ppv:0.211, acc:0.274, f1:0.345, total+:317, total-:33
@threshold:-0.072, sens:0.944, spec:0.093, ppv:0.209, acc:0.266, f1:0.343, total+:320, total-:30
@threshold:-0.073, sens:0.958, spec:0.086, ppv:0.211, acc:0.263, f1:0.345, total+:323, total-:27
@threshold:-0.073, sens:0.958, spec:0.079, ppv:0.209, acc:0.257, f1:0.343, total+:325, total-:25
@threshold:-0.073, sens:0.958, spec:0.075, ppv:0.209, acc:0.254, f1:0.343, total+:326, total-:24
@threshold:-0.115, sens:0.972, spec:0.025, ppv:0.202, acc:0.217, f1:0.335, total+:341, total-:9
@threshold:-0.138, sens:0.972, spec:0.022, ppv:0.202, acc:0.214, f1:0.334, total+:342, total-:8
@threshold:-0.182, sens:0.986, spec:0.004, ppv:0.201, acc:0.203, f1:0.334, total+:348, total-:2
@threshold:-0.229, sens:0.986, spec:0.000, ppv:0.201, acc:0.200, f1:0.333, total+:349, total-:1
* Vital: Ht-avg16to19 | coef 0.042 95% CI: [-0.010 , 0.094] | OR_adj 1.043 [0.990 1.099] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.572
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Maternal Procedure History:59430-postPregnancy:-0.091
Diagnosis:9ccs117:Ot circul dx:-0.088
Maternal Lab History: UIBC-postPregnancy:-0.084
Diagnosis:9ccs219:Low birth wt:-0.082
Newborn Diagnosis:9ccs217:Ot cong anom:0.081
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.081
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.079
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.078
Maternal Procedure History:J7300-postPregnancy:-0.077
* Vital: Ht-avg1to3 | coef 0.020 95% CI: [-0.009 , 0.050] | OR_adj 1.020 [0.991 1.051] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.525
Correlated most with:
Maternal Lab History: BUN-otherPregnancy:-0.173
Newborn Diagnosis:9ccs253:Allergy:-0.170
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.129
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.118
Diagnosis:9ccs117:Ot circul dx:-0.101
Maternal Lab History: POTASSIUM-postPregnancy:-0.095
Maternal Lab History: ALBUMIN-otherPregnancy:-0.087
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.086
Diagnosis:9ccs213:Cardiac anom:-0.080
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.080
* Vital: Ht Percentile-avg16to19 | coef 0.019 95% CI: [-0.005 , 0.042] | OR_adj 1.019 [0.995 1.043] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.528
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.121
Maternal Diagnosis:9ccs185:Long pregncy:0.115
Newborn Diagnosis:9ccs219:Low birth wt:-0.110
Diagnosis:9ccs138:Esophgeal dx:-0.100
Diagnosis:9ccs219:Low birth wt:-0.090
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.084
Diagnosis:9ccs95:Oth nerv dx:-0.084
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.081
Diagnosis:9ccs128:Asthma:0.080
Maternal Procedure History:S9470-postPregnancy:0.077
Vital: Ht Percentile-gain10to16 | coef -0.011 95% CI: [-0.024 , 0.003] | OR_adj 0.989 [0.976 1.003] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.464
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.109
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.100
Maternal Lab History: WBC-otherPregnancy:0.086
Diagnosis:9ccs136:Teeth dx:-0.078
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs143:Abdom hernia:0.077
Maternal Diagnosis:9ccs188:Pelvic obstr:0.077
Diagnosis:9ccs147:Anal/rectal:0.077
Maternal Diagnosis:9ccs186:DM in preg:-0.075
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.075
Vital: Ht Percentile-avg5to7 | coef 0.009 95% CI: [-0.008 , 0.026] | OR_adj 1.009 [0.992 1.026] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.571
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:0.097
Maternal Lab History: GFR in African American-postPregnancy:0.097
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Diagnosis:9ccs184:Early labor:-0.095
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Maternal Lab History: APF MoM-otherPregnancy:-0.087
Diagnosis:9ccs117:Ot circul dx:-0.082
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.078
Maternal Lab History: INHMOM-otherPregnancy:-0.078
* Vital: Ht Percentile-gain7to13 | coef 0.008 95% CI: [-0.005 , 0.021] | OR_adj 1.008 [0.995 1.021] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.505
Correlated most with:
Maternal Procedure History:S9470-otherPregnancy:-0.087
Maternal Diagnosis:9ccs190:Fetal distrs:0.084
Lab:297262 HEMOGLOBIN (HEMOCUE):0.082
Maternal Diagnosis:9ccs238:Complic proc:0.077
Diagnosis:9ccs143:Abdom hernia:0.073
Newborn Diagnosis:9ccs224:Ot perint dx:0.068
Diagnosis:9ccs62:Coag/hemr dx:0.066
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.065
Diagnosis:9ccs76:Meningitis:-0.063
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.058
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.008 95% CI: [-0.007 , 0.022] | OR_adj 1.008 [0.993 1.022] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: APF MoM-postPregnancy:-0.294
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.137
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.115
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.112
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.111
Maternal Lab History: SODIUM-postPregnancy:-0.103
Diagnosis:9ccs141:Ot dx stomch:0.095
Diagnosis:9ccs3:Oth bact inf:0.095
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.084
Diagnosis:9ccs134:Ot uppr resp:-0.079
* Vital: Ht Percentile-latest | coef 0.008 95% CI: [-0.007 , 0.022] | OR_adj 1.008 [0.993 1.022] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.567
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:0.090
Diagnosis:9ccs83:Epilepsy/cnv:-0.084
Maternal Diagnosis:9ccs128:Asthma:-0.069
Maternal Diagnosis:9ccs48:Thyroid dsor:0.062
Maternal Lab History: BUN-otherPregnancy:-0.061
Newborn Diagnosis:9ccs253:Allergy:-0.053
Diagnosis:9ccs94:Other ear dx:-0.049
Diagnosis:9ccs138:Esophgeal dx:-0.048
Diagnosis:9ccs4:Mycoses:-0.045
Diagnosis:10ccs58:Ot nutrit dx:0.045
Vital: Temp-latest | coef 0.008 95% CI: [-0.002 , 0.017] | OR_adj 1.008 [0.998 1.017] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.404
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.347
Diagnosis:9ccs10:Immuniz/scrn:0.289
Diagnosis:9ccs92:Otitis media:0.280
Number of Visits:0.252
Diagnosis:9ccs7:Viral infect:0.183
Diagnosis:9ccs257:Ot aftercare:0.180
Diagnosis:9ccs135:Intest infct:0.160
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145
Diagnosis:9ccs125:Bronchitis:0.140
Number of Visits | coef 0.008 95% CI: [-0.006 , 0.022] | OR_adj 1.008 [0.994 1.022] | occ: 1743 | OR_unadj: 1.107 [0.879 1.394] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.130
Diagnosis:9ccs239:Superfic inj:-0.097
Diagnosis:9ccs125:Bronchitis:-0.097
Diagnosis:9ccs7:Viral infect:-0.097
Number of Visits:-0.094
Diagnosis:9ccs128:Asthma:-0.090
Diagnosis:9ccs257:Ot aftercare:-0.086
Diagnosis:9ccs126:Ot up rsp in:-0.086
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.085
Maternal Lab History: hCG MoM-postPregnancy:-0.085
* Diagnosis:9ccs128:Asthma | coef 0.007 95% CI: [-0.006 , 0.020] | OR_adj 1.007 [0.994 1.021] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs122:Pneumonia:0.304
Diagnosis:9ccs125:Bronchitis:0.246
Diagnosis:9ccs92:Otitis media:0.232
Diagnosis:9ccs257:Ot aftercare:0.189
Number of Visits:0.187
Diagnosis:9ccs133:Oth low resp:0.170
Diagnosis:9ccs127:COPD:0.160
Diagnosis:9ccs126:Ot up rsp in:0.156
Diagnosis:9ccs7:Viral infect:0.137
Vital: HC-gain1to5 | coef -0.007 95% CI: [-0.020 , 0.006] | OR_adj 0.993 [0.980 1.006] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.219
Diagnosis:9ccs255:Social admin:-0.172
Diagnosis:9ccs257:Ot aftercare:-0.140
Diagnosis:9ccs7:Viral infect:-0.138
Diagnosis:9ccs126:Ot up rsp in:-0.136
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.089
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.087
Diagnosis:9ccs125:Bronchitis:-0.086
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.085
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.083
* Vital: Ht Percentile-avg10to13 | coef 0.006 95% CI: [-0.004 , 0.017] | OR_adj 1.006 [0.996 1.017] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.545
Correlated most with:
Diagnosis:9ccs223:Birth trauma:0.105
Maternal Lab History: UIBC-postPregnancy:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.091
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.086
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.081
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.080
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.079
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.077
Vital: Ht Percentile-gain3to7 | coef 0.006 95% CI: [-0.002 , 0.015] | OR_adj 1.006 [0.998 1.015] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs223:Birth trauma:0.096
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.082
Maternal Diagnosis:9ccs184:Early labor:-0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.075
Maternal Lab History: FERRITIN-otherPregnancy:-0.073
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.072
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.071
Newborn Diagnosis:9ccs219:Low birth wt:-0.069
Maternal Lab History: 3 HOUR-otherPregnancy:0.065
* Vital: Ht Percentile-avg19to24 | coef 0.006 95% CI: [-0.005 , 0.017] | OR_adj 1.006 [0.995 1.017] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.534
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.107
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.078
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.078
Maternal Lab History: CREATININE-postPregnancy:0.077
Newborn Diagnosis:9ccs191:Amnios dx:0.076
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.076
Diagnosis:9ccs128:Asthma:0.070
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.065
Vital: Ht-gain7to13 | coef -0.006 95% CI: [-0.015 , 0.003] | OR_adj 0.994 [0.985 1.003] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.539
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.086
Maternal Lab History: ESTRIOL-postPregnancy:0.085
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.075
Maternal Diagnosis:9ccs188:Pelvic obstr:0.075
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Lab History: APF MoM-postPregnancy:-0.075
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.073
MatDeliveryAge:-0.071
Maternal Lab History: MCH-postPregnancy:-0.070
Diagnosis:9ccs128:Asthma:0.069
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.005 95% CI: [-0.004 , 0.014] | OR_adj 1.005 [0.996 1.014] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.470
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.088
Maternal Lab History: WBC-otherPregnancy:0.086
Newborn Diagnosis:9ccs191:Amnios dx:0.086
Diagnosis:9ccs128:Asthma:0.083
Newborn Diagnosis:9ccs219:Low birth wt:-0.079
Maternal Diagnosis:9ccs188:Pelvic obstr:0.078
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.075
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.075
Vital: HC-gain16to24 | coef -0.004 95% CI: [-0.011 , 0.003] | OR_adj 0.996 [0.989 1.003] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.078
MatDeliveryAge:-0.076
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.076
Diagnosis:9ccs147:Anal/rectal:0.072
Maternal Diagnosis:9ccs188:Pelvic obstr:0.071
Maternal Diagnosis:9ccs186:DM in preg:-0.069
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.068
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.067
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.065
* Vital: HC-avg19to24 | coef 0.004 95% CI: [-0.003 , 0.011] | OR_adj 1.004 [0.997 1.011] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.540
Correlated most with:
Maternal Procedure History:97001-postPregnancy:-0.191
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.118
Maternal Procedure History:97110-postPregnancy:-0.100
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.088
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.087
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.086
Diagnosis:9ccs122:Pneumonia:0.081
Number of Visits:0.078
Maternal Lab History: BETA HCG FREE-postPregnancy:0.074
Maternal Procedure History:45300-postPregnancy:-0.074
Vital: Ht-gain10to16 | coef -0.004 95% CI: [-0.010 , 0.003] | OR_adj 0.996 [0.990 1.003] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.486
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Procedure History:59430-postPregnancy:-0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.072
Maternal Lab History: TP VOLUME-otherPregnancy:-0.071
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.068
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.067
Maternal Lab History: URINE CULTURE-postPregnancy:-0.064
Newborn Diagnosis:9ccs253:Allergy:-0.064
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.064
* Vital: Ht-avg0to1 | coef 0.003 95% CI: [-0.003 , 0.009] | OR_adj 1.003 [0.997 1.009] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.549
Correlated most with:
Maternal Lab History: TP PERIOD-otherPregnancy:0.108
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.098
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.093
Maternal Lab History: GAMMA GT-otherPregnancy:0.086
Diagnosis:9ccs83:Epilepsy/cnv:0.083
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.083
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Lab History: PTT-otherPregnancy:-0.080
Diagnosis:9ccs154:Gastroent:-0.079
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.003 95% CI: [-0.002 , 0.008] | OR_adj 1.003 [0.998 1.008] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:0.085
Maternal Diagnosis:9ccs61:Sickle cell:0.081
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.072
Maternal Procedure History:S9470-otherPregnancy:-0.068
Maternal Procedure History:99000-otherPregnancy:0.066
Diagnosis:9ccs143:Abdom hernia:0.064
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.060
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.059
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.059
Maternal Diagnosis:9ccs185:Long pregncy:0.058
Vital: Temp-avg3to5 | coef -0.003 95% CI: [-0.007 , 0.002] | OR_adj 0.997 [0.993 1.002] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.481
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.155
Maternal Diagnosis:9ccs184:Early labor:-0.147
Diagnosis:9ccs219:Low birth wt:-0.133
Diagnosis:9ccs64:Ot hematl dx:0.098
Maternal Lab History: MONOCYTE-otherPregnancy:0.092
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Lab History: PLATELET COUNT-postPregnancy:0.083
Maternal Lab History: ANION GAP-otherPregnancy:0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.080
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.076
Vital: Ht Percentile-avg13to16 | coef 0.002 95% CI: [-0.002 , 0.005] | OR_adj 1.002 [0.998 1.005] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.534
Correlated most with:
Maternal Lab History: PROLACTIN-postPregnancy:-0.075
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.072
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.070
Maternal Diagnosis:9ccs190:Fetal distrs:0.069
Lab:294147 FREE T4 - LMC:0.066
Maternal Lab History: ANION GAP-postPregnancy:-0.066
Maternal Procedure History:90746-postPregnancy:0.066
Diagnosis:9ccs117:Ot circul dx:-0.065
Diagnosis:9ccs211:Ot conn tiss:-0.063
Diagnosis:9ccs208:Acq foot def:0.059
* Vital: HC-gain0to24 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.546
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.096
Maternal Lab History: PAPP-A MoM-postPregnancy:0.082
Maternal Procedure History:59430-postPregnancy:-0.077
Maternal Diagnosis:9ccs155:Other GI dx:0.076
Diagnosis:9ccs147:Anal/rectal:0.075
Newborn Diagnosis:9ccs219:Low birth wt:-0.072
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.069
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.069
Maternal Diagnosis:9ccs181:Ot preg comp:0.069
Maternal Lab History: FERRITIN-postPregnancy:-0.068
MatDeliveryAge | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.557
Correlated most with:
Maternal Lab History: NT MoM-otherPregnancy:-0.093
Maternal Lab History: APF MoM-otherPregnancy:-0.091
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.090
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.087
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.085
Maternal Lab History: URINE CULTURE-postPregnancy:-0.082
Lab:292495 LEAD LEVEL - Sunrise:-0.080
Maternal Lab History: FERRITIN-otherPregnancy:-0.079
Maternal Lab History: HCG-otherPregnancy:-0.079
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.077
Vital: HC-latest | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:-0.085
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.075
Maternal Lab History: WBC-otherPregnancy:0.074
Maternal Lab History: IRON-postPregnancy:-0.073
Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs5:HIV infectn:-0.070
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.070
Maternal Lab History: FREE T-4-otherPregnancy:-0.069
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.074
Maternal Lab History: NT MoM-postPregnancy:0.070
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.070
Diagnosis:9ccs251:Abdomnl pain:-0.069
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.068
Maternal Lab History: TP PERIOD-otherPregnancy:0.066
Diagnosis:9ccs259:Unclassified:0.066
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.065
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.063
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.062
Vital: Ht-gain16to24 | coef 0.001 95% CI: [-0.014 , 0.015] | OR_adj 1.001 [0.986 1.016] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.090
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Maternal Lab History: WBC-otherPregnancy:0.076
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.073
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.069
Newborn Diagnosis:9ccs191:Amnios dx:0.066
Maternal Lab History: CREATININE-postPregnancy:0.064
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.064
Maternal Lab History: RUBELLA-postPregnancy:0.063
Diagnosis:9ccs143:Abdom hernia:0.062
Vital: HC-gain13to19 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.540
Correlated most with:
Maternal Procedure History:J7302-postPregnancy:-0.139
Diagnosis:9ccs92:Otitis media:-0.111
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Number of Visits:-0.094
Diagnosis:9ccs125:Bronchitis:-0.087
Diagnosis:9ccs126:Ot up rsp in:-0.087
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.085
Diagnosis:9ccs257:Ot aftercare:-0.081
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.078
Vital : 0.109781559194
Census : 0.0163769586538
Number of Visits : 0.00756048917349
Diagnosis : 0.00715421613189
MatDeliveryAge : 0.00139492356043
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_index_min_5_no_wt_bmi
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_results_min_5_no_wt_bmi
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_models_min_5_no_wt_bmi.pkl
-----------------------------------------------------
boys min_5 no_wt_bmi randomforest
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: 0.034
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.811, R^2 test: 0.034
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.637, R^2 test: 0.027
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.543, R^2 test: 0.026
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.994, Explained Variance Score Train: 0.811
AUC Validation: 0.697, Explained Variance Score Validation: 0.117
AUC Test: 0.590, Explained Variance Score Test: 0.053
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.875, R^2 test: -0.054
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.800, R^2 test: -0.053
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.609, R^2 test: -0.051
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.521, R^2 test: -0.042
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.962, Explained Variance Score Train: 0.521
AUC Validation: 0.529, Explained Variance Score Validation: -0.069
AUC Test: 0.544, Explained Variance Score Test: -0.041
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.855, R^2 test: 0.034
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.750, R^2 test: 0.042
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.554, R^2 test: 0.041
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.453, R^2 test: 0.044
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.959, Explained Variance Score Train: 0.453
AUC Validation: 0.551, Explained Variance Score Validation: -0.024
AUC Test: 0.556, Explained Variance Score Test: 0.049
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.051
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.775, R^2 test: -0.015
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.562, R^2 test: 0.004
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.475, R^2 test: 0.007
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.942, Explained Variance Score Train: 0.475
AUC Validation: 0.595, Explained Variance Score Validation: 0.015
AUC Test: 0.529, Explained Variance Score Test: 0.027
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.868, R^2 test: -0.016
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.808, R^2 test: -0.012
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.608, R^2 test: 0.003
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.512, R^2 test: 0.005
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.939, Explained Variance Score Train: 0.512
AUC Validation: 0.620, Explained Variance Score Validation: -0.007
AUC Test: 0.540, Explained Variance Score Test: 0.007
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: 0.003
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.773, R^2 test: -0.013
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.552, R^2 test: 0.003
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.454, R^2 test: 0.009
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.961, Explained Variance Score Train: 0.454
AUC Validation: 0.642, Explained Variance Score Validation: 0.020
AUC Test: 0.580, Explained Variance Score Test: 0.014
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.853, R^2 test: -0.016
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.793, R^2 test: -0.021
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.585, R^2 test: -0.011
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.490, R^2 test: -0.000
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.970, Explained Variance Score Train: 0.490
AUC Validation: 0.570, Explained Variance Score Validation: -0.007
AUC Test: 0.561, Explained Variance Score Test: 0.005
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.012
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.791, R^2 test: -0.002
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.587, R^2 test: -0.002
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.489, R^2 test: -0.002
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.985, Explained Variance Score Train: 0.587
AUC Validation: 0.566, Explained Variance Score Validation: 0.005
AUC Test: 0.576, Explained Variance Score Test: 0.017
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: 0.052
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.760, R^2 test: 0.049
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.557, R^2 test: 0.037
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.462, R^2 test: 0.044
best alpha via bootstrap CV: (3000, 2, 1)
AUC Train: 0.998, Explained Variance Score Train: 0.857
AUC Validation: 0.519, Explained Variance Score Validation: -0.105
AUC Test: 0.601, Explained Variance Score Test: 0.059
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.858, R^2 test: -0.112
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.766, R^2 test: -0.087
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.535, R^2 test: -0.040
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.443, R^2 test: -0.025
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.953, Explained Variance Score Train: 0.443
AUC Validation: 0.548, Explained Variance Score Validation: -0.195
AUC Test: 0.527, Explained Variance Score Test: -0.025
total variables 252 and total subjects: 1751
->AUC validation: 0.584 95% CI: [0.551 , 0.616]
->AUC test: 0.560 95% CI: [0.545 , 0.576]
->Explained Variance (R2) validation: -0.025 95% CI: [-0.074 , 0.024]
->Explained Variance (R2) test: 0.017 95% CI: [-0.003 , 0.036]
Test set metrics:
@threshold:1.771, sens:0.000, spec:1.000, ppv:0.000, acc:0.771, f1:0.000, total+:0, total-:350
@threshold:0.771, sens:0.000, spec:1.000, ppv:0.000, acc:0.771, f1:0.000, total+:0, total-:350
@threshold:0.677, sens:0.000, spec:0.996, ppv:0.000, acc:0.769, f1:0.000, total+:1, total-:349
@threshold:0.663, sens:0.000, spec:0.993, ppv:0.000, acc:0.766, f1:0.000, total+:2, total-:348
@threshold:0.584, sens:0.013, spec:0.981, ppv:0.167, acc:0.760, f1:0.023, total+:6, total-:344
@threshold:0.539, sens:0.013, spec:0.978, ppv:0.143, acc:0.757, f1:0.023, total+:7, total-:343
@threshold:0.499, sens:0.025, spec:0.970, ppv:0.200, acc:0.754, f1:0.044, total+:10, total-:340
@threshold:0.456, sens:0.025, spec:0.967, ppv:0.182, acc:0.751, f1:0.044, total+:11, total-:339
@threshold:0.443, sens:0.037, spec:0.967, ppv:0.250, acc:0.754, f1:0.065, total+:12, total-:338
@threshold:0.432, sens:0.050, spec:0.963, ppv:0.286, acc:0.754, f1:0.085, total+:14, total-:336
@threshold:0.394, sens:0.062, spec:0.948, ppv:0.263, acc:0.746, f1:0.101, total+:19, total-:331
@threshold:0.380, sens:0.075, spec:0.944, ppv:0.286, acc:0.746, f1:0.119, total+:21, total-:329
@threshold:0.375, sens:0.087, spec:0.941, ppv:0.304, acc:0.746, f1:0.136, total+:23, total-:327
@threshold:0.374, sens:0.087, spec:0.937, ppv:0.292, acc:0.743, f1:0.135, total+:24, total-:326
@threshold:0.292, sens:0.100, spec:0.915, ppv:0.258, acc:0.729, f1:0.144, total+:31, total-:319
@threshold:0.284, sens:0.113, spec:0.911, ppv:0.273, acc:0.729, f1:0.159, total+:33, total-:317
@threshold:0.282, sens:0.125, spec:0.911, ppv:0.294, acc:0.731, f1:0.175, total+:34, total-:316
@threshold:0.276, sens:0.125, spec:0.907, ppv:0.286, acc:0.729, f1:0.174, total+:35, total-:315
@threshold:0.262, sens:0.138, spec:0.904, ppv:0.297, acc:0.729, f1:0.188, total+:37, total-:313
@threshold:0.260, sens:0.138, spec:0.900, ppv:0.289, acc:0.726, f1:0.186, total+:38, total-:312
@threshold:0.240, sens:0.150, spec:0.889, ppv:0.286, acc:0.720, f1:0.197, total+:42, total-:308
@threshold:0.228, sens:0.150, spec:0.885, ppv:0.279, acc:0.717, f1:0.195, total+:43, total-:307
@threshold:0.216, sens:0.163, spec:0.881, ppv:0.289, acc:0.717, f1:0.208, total+:45, total-:305
@threshold:0.213, sens:0.163, spec:0.878, ppv:0.283, acc:0.714, f1:0.206, total+:46, total-:304
@threshold:0.209, sens:0.175, spec:0.870, ppv:0.286, acc:0.711, f1:0.217, total+:49, total-:301
@threshold:0.206, sens:0.175, spec:0.867, ppv:0.280, acc:0.709, f1:0.215, total+:50, total-:300
@threshold:0.204, sens:0.188, spec:0.863, ppv:0.288, acc:0.709, f1:0.227, total+:52, total-:298
@threshold:0.198, sens:0.200, spec:0.859, ppv:0.296, acc:0.709, f1:0.239, total+:54, total-:296
@threshold:0.182, sens:0.212, spec:0.856, ppv:0.304, acc:0.709, f1:0.250, total+:56, total-:294
@threshold:0.171, sens:0.212, spec:0.852, ppv:0.298, acc:0.706, f1:0.248, total+:57, total-:293
@threshold:0.166, sens:0.225, spec:0.833, ppv:0.286, acc:0.694, f1:0.252, total+:63, total-:287
@threshold:0.162, sens:0.225, spec:0.830, ppv:0.281, acc:0.691, f1:0.250, total+:64, total-:286
@threshold:0.160, sens:0.237, spec:0.830, ppv:0.292, acc:0.694, f1:0.262, total+:65, total-:285
@threshold:0.159, sens:0.237, spec:0.826, ppv:0.288, acc:0.691, f1:0.260, total+:66, total-:284
@threshold:0.142, sens:0.250, spec:0.815, ppv:0.286, acc:0.686, f1:0.267, total+:70, total-:280
@threshold:0.135, sens:0.250, spec:0.811, ppv:0.282, acc:0.683, f1:0.265, total+:71, total-:279
@threshold:0.132, sens:0.263, spec:0.807, ppv:0.288, acc:0.683, f1:0.275, total+:73, total-:277
@threshold:0.130, sens:0.263, spec:0.804, ppv:0.284, acc:0.680, f1:0.273, total+:74, total-:276
@threshold:0.124, sens:0.275, spec:0.793, ppv:0.282, acc:0.674, f1:0.278, total+:78, total-:272
@threshold:0.122, sens:0.275, spec:0.789, ppv:0.278, acc:0.671, f1:0.277, total+:79, total-:271
@threshold:0.121, sens:0.287, spec:0.785, ppv:0.284, acc:0.671, f1:0.286, total+:81, total-:269
@threshold:0.119, sens:0.287, spec:0.781, ppv:0.280, acc:0.669, f1:0.284, total+:82, total-:268
@threshold:0.118, sens:0.300, spec:0.781, ppv:0.289, acc:0.671, f1:0.294, total+:83, total-:267
@threshold:0.118, sens:0.300, spec:0.778, ppv:0.286, acc:0.669, f1:0.293, total+:84, total-:266
@threshold:0.094, sens:0.312, spec:0.752, ppv:0.272, acc:0.651, f1:0.291, total+:92, total-:258
@threshold:0.076, sens:0.312, spec:0.748, ppv:0.269, acc:0.649, f1:0.289, total+:93, total-:257
@threshold:0.045, sens:0.325, spec:0.722, ppv:0.257, acc:0.631, f1:0.287, total+:101, total-:249
@threshold:0.041, sens:0.338, spec:0.719, ppv:0.262, acc:0.631, f1:0.295, total+:103, total-:247
@threshold:0.027, sens:0.350, spec:0.700, ppv:0.257, acc:0.620, f1:0.296, total+:109, total-:241
@threshold:0.023, sens:0.350, spec:0.696, ppv:0.255, acc:0.617, f1:0.295, total+:110, total-:240
@threshold:0.019, sens:0.362, spec:0.689, ppv:0.257, acc:0.614, f1:0.301, total+:113, total-:237
@threshold:0.013, sens:0.412, spec:0.685, ppv:0.280, acc:0.623, f1:0.333, total+:118, total-:232
@threshold:-0.003, sens:0.425, spec:0.659, ppv:0.270, acc:0.606, f1:0.330, total+:126, total-:224
@threshold:-0.004, sens:0.425, spec:0.656, ppv:0.268, acc:0.603, f1:0.329, total+:127, total-:223
@threshold:-0.017, sens:0.438, spec:0.626, ppv:0.257, acc:0.583, f1:0.324, total+:136, total-:214
@threshold:-0.017, sens:0.438, spec:0.622, ppv:0.255, acc:0.580, f1:0.323, total+:137, total-:213
@threshold:-0.021, sens:0.450, spec:0.615, ppv:0.257, acc:0.577, f1:0.327, total+:140, total-:210
@threshold:-0.025, sens:0.450, spec:0.611, ppv:0.255, acc:0.574, f1:0.326, total+:141, total-:209
@threshold:-0.043, sens:0.463, spec:0.570, ppv:0.242, acc:0.546, f1:0.318, total+:153, total-:197
@threshold:-0.043, sens:0.463, spec:0.567, ppv:0.240, acc:0.543, f1:0.316, total+:154, total-:196
@threshold:-0.049, sens:0.475, spec:0.559, ppv:0.242, acc:0.540, f1:0.321, total+:157, total-:193
@threshold:-0.050, sens:0.475, spec:0.556, ppv:0.241, acc:0.537, f1:0.319, total+:158, total-:192
@threshold:-0.062, sens:0.487, spec:0.533, ppv:0.236, acc:0.523, f1:0.318, total+:165, total-:185
@threshold:-0.065, sens:0.487, spec:0.530, ppv:0.235, acc:0.520, f1:0.317, total+:166, total-:184
@threshold:-0.070, sens:0.500, spec:0.511, ppv:0.233, acc:0.509, f1:0.317, total+:172, total-:178
@threshold:-0.070, sens:0.500, spec:0.507, ppv:0.231, acc:0.506, f1:0.316, total+:173, total-:177
@threshold:-0.070, sens:0.512, spec:0.504, ppv:0.234, acc:0.506, f1:0.322, total+:175, total-:175
@threshold:-0.075, sens:0.550, spec:0.500, ppv:0.246, acc:0.511, f1:0.340, total+:179, total-:171
@threshold:-0.076, sens:0.562, spec:0.500, ppv:0.250, acc:0.514, f1:0.346, total+:180, total-:170
@threshold:-0.077, sens:0.562, spec:0.496, ppv:0.249, acc:0.511, f1:0.345, total+:181, total-:169
@threshold:-0.078, sens:0.575, spec:0.496, ppv:0.253, acc:0.514, f1:0.351, total+:182, total-:168
@threshold:-0.084, sens:0.575, spec:0.493, ppv:0.251, acc:0.511, f1:0.350, total+:183, total-:167
@threshold:-0.091, sens:0.588, spec:0.485, ppv:0.253, acc:0.509, f1:0.353, total+:186, total-:164
@threshold:-0.094, sens:0.588, spec:0.481, ppv:0.251, acc:0.506, f1:0.352, total+:187, total-:163
@threshold:-0.108, sens:0.600, spec:0.444, ppv:0.242, acc:0.480, f1:0.345, total+:198, total-:152
@threshold:-0.111, sens:0.613, spec:0.441, ppv:0.245, acc:0.480, f1:0.350, total+:200, total-:150
@threshold:-0.111, sens:0.625, spec:0.441, ppv:0.249, acc:0.483, f1:0.356, total+:201, total-:149
@threshold:-0.113, sens:0.625, spec:0.437, ppv:0.248, acc:0.480, f1:0.355, total+:202, total-:148
@threshold:-0.138, sens:0.637, spec:0.400, ppv:0.239, acc:0.454, f1:0.348, total+:213, total-:137
@threshold:-0.139, sens:0.637, spec:0.396, ppv:0.238, acc:0.451, f1:0.347, total+:214, total-:136
@threshold:-0.143, sens:0.650, spec:0.385, ppv:0.239, acc:0.446, f1:0.349, total+:218, total-:132
@threshold:-0.146, sens:0.662, spec:0.381, ppv:0.241, acc:0.446, f1:0.353, total+:220, total-:130
@threshold:-0.153, sens:0.675, spec:0.367, ppv:0.240, acc:0.437, f1:0.354, total+:225, total-:125
@threshold:-0.155, sens:0.675, spec:0.363, ppv:0.239, acc:0.434, f1:0.353, total+:226, total-:124
@threshold:-0.158, sens:0.688, spec:0.363, ppv:0.242, acc:0.437, f1:0.358, total+:227, total-:123
@threshold:-0.163, sens:0.688, spec:0.359, ppv:0.241, acc:0.434, f1:0.357, total+:228, total-:122
@threshold:-0.172, sens:0.700, spec:0.348, ppv:0.241, acc:0.429, f1:0.359, total+:232, total-:118
@threshold:-0.172, sens:0.700, spec:0.344, ppv:0.240, acc:0.426, f1:0.358, total+:233, total-:117
@threshold:-0.177, sens:0.713, spec:0.344, ppv:0.244, acc:0.429, f1:0.363, total+:234, total-:116
@threshold:-0.183, sens:0.738, spec:0.341, ppv:0.249, acc:0.431, f1:0.372, total+:237, total-:113
@threshold:-0.194, sens:0.750, spec:0.319, ppv:0.246, acc:0.417, f1:0.370, total+:244, total-:106
@threshold:-0.202, sens:0.775, spec:0.315, ppv:0.251, acc:0.420, f1:0.379, total+:247, total-:103
@threshold:-0.204, sens:0.787, spec:0.315, ppv:0.254, acc:0.423, f1:0.384, total+:248, total-:102
@threshold:-0.205, sens:0.787, spec:0.311, ppv:0.253, acc:0.420, f1:0.383, total+:249, total-:101
@threshold:-0.205, sens:0.800, spec:0.311, ppv:0.256, acc:0.423, f1:0.388, total+:250, total-:100
@threshold:-0.206, sens:0.800, spec:0.307, ppv:0.255, acc:0.420, f1:0.387, total+:251, total-:99
@threshold:-0.214, sens:0.812, spec:0.300, ppv:0.256, acc:0.417, f1:0.389, total+:254, total-:96
@threshold:-0.214, sens:0.812, spec:0.296, ppv:0.255, acc:0.414, f1:0.388, total+:255, total-:95
@threshold:-0.228, sens:0.825, spec:0.281, ppv:0.254, acc:0.406, f1:0.388, total+:260, total-:90
@threshold:-0.231, sens:0.825, spec:0.278, ppv:0.253, acc:0.403, f1:0.387, total+:261, total-:89
@threshold:-0.233, sens:0.838, spec:0.270, ppv:0.254, acc:0.400, f1:0.390, total+:264, total-:86
@threshold:-0.235, sens:0.838, spec:0.267, ppv:0.253, acc:0.397, f1:0.388, total+:265, total-:85
@threshold:-0.235, sens:0.850, spec:0.267, ppv:0.256, acc:0.400, f1:0.393, total+:266, total-:84
@threshold:-0.238, sens:0.850, spec:0.263, ppv:0.255, acc:0.397, f1:0.392, total+:267, total-:83
@threshold:-0.244, sens:0.863, spec:0.248, ppv:0.254, acc:0.389, f1:0.392, total+:272, total-:78
@threshold:-0.247, sens:0.863, spec:0.244, ppv:0.253, acc:0.386, f1:0.391, total+:273, total-:77
@threshold:-0.263, sens:0.875, spec:0.219, ppv:0.249, acc:0.369, f1:0.388, total+:281, total-:69
@threshold:-0.265, sens:0.875, spec:0.215, ppv:0.248, acc:0.366, f1:0.387, total+:282, total-:68
@threshold:-0.267, sens:0.887, spec:0.211, ppv:0.250, acc:0.366, f1:0.390, total+:284, total-:66
@threshold:-0.268, sens:0.887, spec:0.207, ppv:0.249, acc:0.363, f1:0.389, total+:285, total-:65
@threshold:-0.277, sens:0.900, spec:0.189, ppv:0.247, acc:0.351, f1:0.388, total+:291, total-:59
@threshold:-0.277, sens:0.900, spec:0.185, ppv:0.247, acc:0.349, f1:0.387, total+:292, total-:58
@threshold:-0.305, sens:0.912, spec:0.126, ppv:0.236, acc:0.306, f1:0.375, total+:309, total-:41
@threshold:-0.306, sens:0.912, spec:0.122, ppv:0.235, acc:0.303, f1:0.374, total+:310, total-:40
@threshold:-0.335, sens:0.925, spec:0.085, ppv:0.231, acc:0.277, f1:0.369, total+:321, total-:29
@threshold:-0.336, sens:0.925, spec:0.081, ppv:0.230, acc:0.274, f1:0.368, total+:322, total-:28
@threshold:-0.346, sens:0.938, spec:0.074, ppv:0.231, acc:0.271, f1:0.370, total+:325, total-:25
@threshold:-0.347, sens:0.938, spec:0.070, ppv:0.230, acc:0.269, f1:0.369, total+:326, total-:24
@threshold:-0.349, sens:0.950, spec:0.070, ppv:0.232, acc:0.271, f1:0.373, total+:327, total-:23
@threshold:-0.350, sens:0.950, spec:0.067, ppv:0.232, acc:0.269, f1:0.373, total+:328, total-:22
@threshold:-0.428, sens:0.963, spec:0.033, ppv:0.228, acc:0.246, f1:0.368, total+:338, total-:12
@threshold:-0.429, sens:0.963, spec:0.030, ppv:0.227, acc:0.243, f1:0.368, total+:339, total-:11
@threshold:-0.446, sens:0.975, spec:0.026, ppv:0.229, acc:0.243, f1:0.371, total+:341, total-:9
@threshold:-0.475, sens:0.988, spec:0.022, ppv:0.230, acc:0.243, f1:0.374, total+:343, total-:7
@threshold:-0.591, sens:1.000, spec:0.004, ppv:0.229, acc:0.231, f1:0.373, total+:349, total-:1
MatDeliveryAge | coef 0.028 95% CI: [0.019 , 0.036] | OR_adj 1.028 [1.020 1.037] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.534
Correlated most with:
Maternal Lab History: NT MoM-otherPregnancy:-0.093
Maternal Lab History: APF MoM-otherPregnancy:-0.091
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.090
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.087
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.085
Maternal Lab History: URINE CULTURE-postPregnancy:-0.082
Lab:292495 LEAD LEVEL - Sunrise:-0.080
Maternal Lab History: FERRITIN-otherPregnancy:-0.079
Maternal Lab History: HCG-otherPregnancy:-0.079
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.077
Vital: HC-latest | coef 0.025 95% CI: [0.014 , 0.037] | OR_adj 1.026 [1.014 1.038] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:-0.085
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.075
Maternal Lab History: WBC-otherPregnancy:0.074
Maternal Lab History: IRON-postPregnancy:-0.073
Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs5:HIV infectn:-0.070
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.070
Maternal Lab History: FREE T-4-otherPregnancy:-0.069
Number of Visits | coef 0.024 95% CI: [0.017 , 0.031] | OR_adj 1.025 [1.017 1.032] | occ: 1743 | OR_unadj: 1.107 [0.879 1.394] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.130
Diagnosis:9ccs239:Superfic inj:-0.097
Diagnosis:9ccs125:Bronchitis:-0.097
Diagnosis:9ccs7:Viral infect:-0.097
Number of Visits:-0.094
Diagnosis:9ccs128:Asthma:-0.090
Diagnosis:9ccs257:Ot aftercare:-0.086
Diagnosis:9ccs126:Ot up rsp in:-0.086
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.085
Maternal Lab History: hCG MoM-postPregnancy:-0.085
Vital: Temp-avg7to10 | coef 0.020 95% CI: [0.006 , 0.034] | OR_adj 1.020 [1.006 1.035] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.190
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.166
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.158
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.145
Maternal Lab History: NEUTROPHIL-postPregnancy:0.138
Maternal Lab History: SODIUM-postPregnancy:-0.128
Maternal Diagnosis:9ccs0:No DX:-0.119
Maternal Lab History: 3 HOUR-otherPregnancy:-0.104
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.103
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.097
Vital: Ht-gain16to24 | coef 0.017 95% CI: [0.006 , 0.028] | OR_adj 1.017 [1.006 1.028] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.573
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.090
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Maternal Lab History: WBC-otherPregnancy:0.076
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.073
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.069
Newborn Diagnosis:9ccs191:Amnios dx:0.066
Maternal Lab History: CREATININE-postPregnancy:0.064
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.064
Maternal Lab History: RUBELLA-postPregnancy:0.063
Diagnosis:9ccs143:Abdom hernia:0.062
* Vital: HC-avg19to24 | coef 0.017 95% CI: [0.007 , 0.027] | OR_adj 1.017 [1.007 1.027] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.545
Correlated most with:
Maternal Procedure History:97001-postPregnancy:-0.191
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.118
Maternal Procedure History:97110-postPregnancy:-0.100
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.088
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.087
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.086
Diagnosis:9ccs122:Pneumonia:0.081
Number of Visits:0.078
Maternal Lab History: BETA HCG FREE-postPregnancy:0.074
Maternal Procedure History:45300-postPregnancy:-0.074
Vital: Temp-avg0to1 | coef 0.017 95% CI: [0.007 , 0.027] | OR_adj 1.017 [1.007 1.027] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.524
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.087
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.068
Maternal Procedure History:58300-postPregnancy:-0.067
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.066
Diagnosis:9ccs124:Tonsillitis:-0.063
Diagnosis:9ccs127:COPD:-0.063
Diagnosis:9ccs96:Hrt valve dx:-0.062
Diagnosis:9ccs117:Ot circul dx:-0.061
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.060
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.058
* Vital: HC-gain3to7 | coef 0.017 95% CI: [0.005 , 0.028] | OR_adj 1.017 [1.005 1.029] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.545
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.296
Diagnosis:9ccs255:Social admin:-0.264
Diagnosis:9ccs126:Ot up rsp in:-0.240
Diagnosis:9ccs7:Viral infect:-0.222
Diagnosis:9ccs257:Ot aftercare:-0.195
Diagnosis:9ccs92:Otitis media:-0.179
Number of Visits:-0.177
Diagnosis:9ccs125:Bronchitis:-0.138
Diagnosis:9ccs59:Anemia:-0.135
Diagnosis:9ccs135:Intest infct:-0.125
* Vital: Ht-avg1to3 | coef 0.017 95% CI: [0.009 , 0.025] | OR_adj 1.017 [1.009 1.025] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: BUN-otherPregnancy:-0.173
Newborn Diagnosis:9ccs253:Allergy:-0.170
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.129
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.118
Diagnosis:9ccs117:Ot circul dx:-0.101
Maternal Lab History: POTASSIUM-postPregnancy:-0.095
Maternal Lab History: ALBUMIN-otherPregnancy:-0.087
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.086
Diagnosis:9ccs213:Cardiac anom:-0.080
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.080
Vital: Temp-avg5to7 | coef 0.017 95% CI: [0.011 , 0.023] | OR_adj 1.017 [1.011 1.023] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.583
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.301
Maternal Diagnosis:9ccs184:Early labor:-0.294
Diagnosis:9ccs219:Low birth wt:-0.233
Maternal Diagnosis:9ccs185:Long pregncy:0.167
Newborn Diagnosis:9ccs221:Resp distres:-0.122
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117
Newborn Diagnosis:9ccs222:Perint jaund:-0.116
Newborn Diagnosis:9ccs253:Allergy:-0.104
Lab:297262 HEMOGLOBIN (HEMOCUE):0.103
Maternal Diagnosis:9ccs183:HTN in preg:-0.096
Vital: HC-gain16to24 | coef 0.016 95% CI: [0.009 , 0.023] | OR_adj 1.016 [1.009 1.024] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.477
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.078
MatDeliveryAge:-0.076
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.076
Diagnosis:9ccs147:Anal/rectal:0.072
Maternal Diagnosis:9ccs188:Pelvic obstr:0.071
Maternal Diagnosis:9ccs186:DM in preg:-0.069
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.068
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.067
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.065
Vital: HC-gain5to10 | coef 0.016 95% CI: [0.012 , 0.019] | OR_adj 1.016 [1.012 1.019] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.105
Newborn Diagnosis:9ccs191:Amnios dx:0.091
Maternal Procedure History:S9470-postPregnancy:0.091
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Lab History: IRON-postPregnancy:-0.072
Maternal Diagnosis:9ccs190:Fetal distrs:0.071
Maternal Diagnosis:9ccs184:Early labor:-0.069
Maternal Lab History: ESTRIOL-postPregnancy:0.069
Maternal Diagnosis:9ccs188:Pelvic obstr:0.068
Vital: Temp-latest | coef 0.015 95% CI: [0.008 , 0.023] | OR_adj 1.016 [1.008 1.023] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.578
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.347
Diagnosis:9ccs10:Immuniz/scrn:0.289
Diagnosis:9ccs92:Otitis media:0.280
Number of Visits:0.252
Diagnosis:9ccs7:Viral infect:0.183
Diagnosis:9ccs257:Ot aftercare:0.180
Diagnosis:9ccs135:Intest infct:0.160
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145
Diagnosis:9ccs125:Bronchitis:0.140
* Vital: HC-gain0to24 | coef 0.015 95% CI: [0.007 , 0.023] | OR_adj 1.015 [1.007 1.024] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.553
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.096
Maternal Lab History: PAPP-A MoM-postPregnancy:0.082
Maternal Procedure History:59430-postPregnancy:-0.077
Maternal Diagnosis:9ccs155:Other GI dx:0.076
Diagnosis:9ccs147:Anal/rectal:0.075
Newborn Diagnosis:9ccs219:Low birth wt:-0.072
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.069
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.069
Maternal Diagnosis:9ccs181:Ot preg comp:0.069
Maternal Lab History: FERRITIN-postPregnancy:-0.068
Vital: Temp-avg10to13 | coef 0.014 95% CI: [0.010 , 0.019] | OR_adj 1.014 [1.010 1.019] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.588
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.187
Maternal Diagnosis:9ccs184:Early labor:-0.178
Maternal Diagnosis:9ccs185:Long pregncy:0.149
Diagnosis:9ccs219:Low birth wt:-0.140
Diagnosis:9ccs138:Esophgeal dx:-0.105
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: LIPASE-postPregnancy:0.099
Maternal Lab History: IRON-postPregnancy:-0.095
Newborn Diagnosis:9ccs253:Allergy:-0.093
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.089
* Vital: HC-avg7to10 | coef 0.014 95% CI: [0.007 , 0.021] | OR_adj 1.014 [1.007 1.022] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.547
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Newborn Diagnosis:9ccs219:Low birth wt:-0.105
Diagnosis:9ccs219:Low birth wt:-0.099
Maternal Lab History: GLUCOSE-postPregnancy:0.097
Maternal Lab History: GFR in African American-postPregnancy:0.094
Maternal Lab History: GFR Calculation-postPregnancy:0.094
Maternal Diagnosis:9ccs184:Early labor:-0.092
Diagnosis:9ccs138:Esophgeal dx:-0.090
Maternal Lab History: MONOS-otherPregnancy:0.089
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
* Vital: Ht-avg19to24 | coef 0.014 95% CI: [0.006 , 0.022] | OR_adj 1.014 [1.006 1.022] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.551
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.138
Maternal Procedure History:93005-otherPregnancy:0.119
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.116
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.099
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.098
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.095
Maternal Lab History: 2 HOUR-postPregnancy:0.091
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.091
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.090
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.089
* Vital: Ht Percentile-avg16to19 | coef 0.014 95% CI: [0.007 , 0.021] | OR_adj 1.014 [1.007 1.021] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.483
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.121
Maternal Diagnosis:9ccs185:Long pregncy:0.115
Newborn Diagnosis:9ccs219:Low birth wt:-0.110
Diagnosis:9ccs138:Esophgeal dx:-0.100
Diagnosis:9ccs219:Low birth wt:-0.090
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.084
Diagnosis:9ccs95:Oth nerv dx:-0.084
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.081
Diagnosis:9ccs128:Asthma:0.080
Maternal Procedure History:S9470-postPregnancy:0.077
Vital: Ht-gain3to7 | coef 0.014 95% CI: [0.008 , 0.019] | OR_adj 1.014 [1.008 1.019] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.563
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:-0.166
Maternal Diagnosis:9ccs184:Early labor:-0.123
Diagnosis:9ccs246:FUO:0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.106
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Diagnosis:9ccs219:Low birth wt:-0.085
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.074
Maternal Diagnosis:9ccs181:Ot preg comp:0.071
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.070
Maternal Procedure History:86580-otherPregnancy:0.070
Vital: Temp-avg3to5 | coef 0.013 95% CI: [0.008 , 0.018] | OR_adj 1.013 [1.009 1.018] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.560
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.155
Maternal Diagnosis:9ccs184:Early labor:-0.147
Diagnosis:9ccs219:Low birth wt:-0.133
Diagnosis:9ccs64:Ot hematl dx:0.098
Maternal Lab History: MONOCYTE-otherPregnancy:0.092
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Lab History: PLATELET COUNT-postPregnancy:0.083
Maternal Lab History: ANION GAP-otherPregnancy:0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.080
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.076
* Vital: Ht-avg0to1 | coef 0.013 95% CI: [0.004 , 0.021] | OR_adj 1.013 [1.004 1.022] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: TP PERIOD-otherPregnancy:0.108
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.098
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.093
Maternal Lab History: GAMMA GT-otherPregnancy:0.086
Diagnosis:9ccs83:Epilepsy/cnv:0.083
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.083
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Lab History: PTT-otherPregnancy:-0.080
Diagnosis:9ccs154:Gastroent:-0.079
* Vital: Ht-avg16to19 | coef 0.013 95% CI: [0.006 , 0.020] | OR_adj 1.013 [1.006 1.020] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Maternal Procedure History:59430-postPregnancy:-0.091
Diagnosis:9ccs117:Ot circul dx:-0.088
Maternal Lab History: UIBC-postPregnancy:-0.084
Diagnosis:9ccs219:Low birth wt:-0.082
Newborn Diagnosis:9ccs217:Ot cong anom:0.081
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.081
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.079
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.078
Maternal Procedure History:J7300-postPregnancy:-0.077
* Vital: Ht-gain0to24 | coef 0.012 95% CI: [0.005 , 0.020] | OR_adj 1.013 [1.005 1.020] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.545
Correlated most with:
Maternal Procedure History:J1055-postPregnancy:-0.076
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.076
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.074
Maternal Procedure History:90772-postPregnancy:-0.074
Maternal Procedure History:59430-postPregnancy:-0.073
Diagnosis:9ccs147:Anal/rectal:0.072
Maternal Diagnosis:9ccs184:Early labor:-0.070
Diagnosis:9ccs223:Birth trauma:0.069
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Procedure History:90746-postPregnancy:-0.065
Vital: HC-gain10to16 | coef 0.012 95% CI: [0.005 , 0.019] | OR_adj 1.012 [1.005 1.019] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.479
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:0.107
Maternal Diagnosis:9ccs128:Asthma:-0.097
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.080
Diagnosis:9ccs122:Pneumonia:0.064
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.062
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.062
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.061
Newborn Diagnosis:9ccs94:Other ear dx:0.057
Newborn Diagnosis:9ccs224:Ot perint dx:0.052
Diagnosis:9ccs127:COPD:-0.052
* Vital: Ht-gain1to5 | coef 0.012 95% CI: [0.009 , 0.015] | OR_adj 1.012 [1.009 1.015] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.444
Correlated most with:
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.088
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Lab History: APTT-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.077
Maternal Procedure History:S9470-postPregnancy:0.076
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.074
MatDeliveryAge:-0.073
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Vital: Temp-avg13to16 | coef 0.011 95% CI: [0.009 , 0.014] | OR_adj 1.012 [1.009 1.014] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.531
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.097
Diagnosis:9ccs128:Asthma:0.092
Maternal Procedure History:S9470-postPregnancy:0.087
Diagnosis:9ccs95:Oth nerv dx:-0.086
Diagnosis:9ccs143:Abdom hernia:0.085
Maternal Lab History: EOSINOPHIL-postPregnancy:0.075
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.072
Maternal Lab History: MCH-postPregnancy:-0.072
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.068
Diagnosis:9ccs59:Anemia:0.068
* Vital: HR-avg5to7 | coef 0.011 95% CI: [-0.000 , 0.023] | OR_adj 1.012 [1.000 1.023] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.545
Correlated most with:
Maternal Lab History: MONOCYTE-otherPregnancy:0.097
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.092
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.090
Maternal Lab History: NT MoM-postPregnancy:-0.086
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.084
Maternal Procedure History:97014-postPregnancy:-0.081
Maternal Procedure History:J1055-postPregnancy:0.080
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.078
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.077
Diagnosis:9ccs154:Gastroent:-0.076
* Vital: Ht Percentile-latest | coef 0.011 95% CI: [0.005 , 0.017] | OR_adj 1.011 [1.005 1.017] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.577
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:0.090
Diagnosis:9ccs83:Epilepsy/cnv:-0.084
Maternal Diagnosis:9ccs128:Asthma:-0.069
Maternal Diagnosis:9ccs48:Thyroid dsor:0.062
Maternal Lab History: BUN-otherPregnancy:-0.061
Newborn Diagnosis:9ccs253:Allergy:-0.053
Diagnosis:9ccs94:Other ear dx:-0.049
Diagnosis:9ccs138:Esophgeal dx:-0.048
Diagnosis:9ccs4:Mycoses:-0.045
Diagnosis:10ccs58:Ot nutrit dx:0.045
* Vital: Ht-avg3to5 | coef 0.011 95% CI: [0.007 , 0.015] | OR_adj 1.011 [1.007 1.015] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.159
Diagnosis:9ccs255:Social admin:-0.118
Diagnosis:9ccs95:Oth nerv dx:-0.116
Diagnosis:9ccs76:Meningitis:-0.098
Diagnosis:9ccs7:Viral infect:-0.093
Diagnosis:9ccs166:Oth male gen:-0.083
Diagnosis:9ccs198:Ot infl skin:-0.076
Diagnosis:9ccs257:Ot aftercare:-0.074
Diagnosis:9ccs125:Bronchitis:-0.071
Diagnosis:9ccs128:Asthma:-0.068
Vital: HC-gain7to13 | coef 0.011 95% CI: [0.005 , 0.017] | OR_adj 1.011 [1.005 1.017] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.098
Maternal Lab History: PO2-postPregnancy:-0.096
Maternal Lab History: TP VOLUME-otherPregnancy:0.077
Diagnosis:9ccs244:Other injury:-0.076
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.074
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.074
Maternal Lab History: BUN-otherPregnancy:0.070
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.069
Diagnosis:9ccs159:UTI:0.068
Diagnosis:9ccs58:Ot nutrit dx:0.066
Vital: HC-avg0to1 | coef 0.011 95% CI: [0.006 , 0.015] | OR_adj 1.011 [1.006 1.015] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.156
Diagnosis:9ccs257:Ot aftercare:-0.152
Number of Visits:-0.142
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.124
Diagnosis:9ccs126:Ot up rsp in:-0.121
Diagnosis:9ccs7:Viral infect:-0.112
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.110
Maternal Lab History: TP PERIOD-otherPregnancy:-0.108
Maternal Lab History: FERRITIN-otherPregnancy:-0.105
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.105
Vital: Ht-gain13to19 | coef 0.010 95% CI: [0.008 , 0.013] | OR_adj 1.011 [1.008 1.013] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.443
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.277
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267
Maternal Lab History: ANION GAP-otherPregnancy:0.234
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.218
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.210
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.182
Diagnosis:9ccs255:Social admin:-0.178
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:-0.175
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.173
* Vital: Ht-latest | coef 0.010 95% CI: [0.006 , 0.014] | OR_adj 1.010 [1.006 1.014] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs257:Ot aftercare:0.193
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs10:Immuniz/scrn:0.188
Diagnosis:9ccs125:Bronchitis:0.168
Diagnosis:9ccs7:Viral infect:0.160
Number of Visits:0.139
Diagnosis:9ccs128:Asthma:0.128
Diagnosis:9ccs135:Intest infct:0.113
Diagnosis:9ccs90:Eye infectn:0.110
Vital: Ht-gain10to16 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.531
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Procedure History:59430-postPregnancy:-0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.072
Maternal Lab History: TP VOLUME-otherPregnancy:-0.071
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.068
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.067
Maternal Lab History: URINE CULTURE-postPregnancy:-0.064
Newborn Diagnosis:9ccs253:Allergy:-0.064
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.064
Vital: Ht-gain5to10 | coef 0.010 95% CI: [0.007 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: IRON-postPregnancy:-0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Newborn Diagnosis:9ccs191:Amnios dx:0.083
Diagnosis:9ccs136:Teeth dx:-0.082
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.077
Diagnosis:9ccs155:Other GI dx:-0.075
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.073
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.071
Diagnosis:9ccs239:Superfic inj:-0.070
Diagnosis:9ccs143:Abdom hernia:0.069
* Vital: HC-avg1to3 | coef 0.010 95% CI: [0.005 , 0.015] | OR_adj 1.010 [1.005 1.015] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.539
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.268
Maternal Diagnosis:9ccs184:Early labor:-0.261
Diagnosis:9ccs219:Low birth wt:-0.212
Maternal Diagnosis:9ccs185:Long pregncy:0.190
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.123
Maternal Diagnosis:9ccs183:HTN in preg:-0.120
Maternal Lab History: INHMOM-postPregnancy:-0.103
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.100
Maternal Lab History: HERPES II IgG-postPregnancy:-0.094
Newborn Diagnosis:9ccs221:Resp distres:-0.094
Vital: Temp-avg1to3 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.013] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.553
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.139
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.121
Maternal Lab History: NT MoM-otherPregnancy:-0.120
Maternal Lab History: HCG-otherPregnancy:-0.117
Maternal Lab History: COLONY COUNT-postPregnancy:0.115
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.110
Maternal Lab History: APF MoM-otherPregnancy:-0.107
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.099
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.099
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.098
Vital: Temp-avg16to19 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.013] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.566
Correlated most with:
Diagnosis:9ccs125:Bronchitis:-0.121
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.107
Diagnosis:9ccs92:Otitis media:-0.106
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.089
Number of Visits:-0.088
Diagnosis:9ccs7:Viral infect:-0.086
Maternal Lab History: GFR in African American-postPregnancy:-0.085
Maternal Lab History: GFR Calculation-postPregnancy:-0.084
Maternal Procedure History:93005-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.079
Diagnosis:9ccs94:Other ear dx | coef 0.010 95% CI: [-0.002 , 0.021] | OR_adj 1.010 [0.998 1.021] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.205
Diagnosis:9ccs113:Late eff CVD:0.198
Number of Visits:0.175
Diagnosis:9ccs92:Otitis media:0.119
Diagnosis:9ccs126:Ot up rsp in:0.101
Diagnosis:9ccs95:Oth nerv dx:0.101
Maternal Procedure History:45300-postPregnancy:0.089
Diagnosis:9ccs127:COPD:0.084
Diagnosis:9ccs7:Viral infect:0.080
Vital: Ht Percentile-gain16to24 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.582
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:-0.103
Lab:297262 HEMOGLOBIN (HEMOCUE):0.093
Diagnosis:9ccs143:Abdom hernia:0.078
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.078
Newborn Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: MPV-postPregnancy:0.072
Maternal Lab History: CREATININE-postPregnancy:0.071
Maternal Diagnosis:9ccs238:Complic proc:0.070
MatDeliveryAge:0.068
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.068
Vital: Ht-gain7to13 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.012] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.523
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.086
Maternal Lab History: ESTRIOL-postPregnancy:0.085
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.075
Maternal Diagnosis:9ccs188:Pelvic obstr:0.075
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Lab History: APF MoM-postPregnancy:-0.075
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.073
MatDeliveryAge:-0.071
Maternal Lab History: MCH-postPregnancy:-0.070
Diagnosis:9ccs128:Asthma:0.069
Vital: Temp-avg19to24 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.510
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.104
Diagnosis:9ccs128:Asthma:0.087
Maternal Procedure History:S9470-postPregnancy:0.087
Diagnosis:9ccs125:Bronchitis:0.084
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: URINE PH-otherPregnancy:-0.077
Maternal Lab History: APTT-postPregnancy:-0.077
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.077
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.076
Diagnosis:9ccs95:Oth nerv dx:-0.073
Vital: HC-avg10to13 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.011] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.549
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.154
Maternal Diagnosis:9ccs184:Early labor:-0.150
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Newborn Diagnosis:9ccs221:Resp distres:-0.100
Diagnosis:9ccs219:Low birth wt:-0.091
Lab:297262 HEMOGLOBIN (HEMOCUE):0.089
Maternal Lab History: APF MoM-otherPregnancy:-0.083
Maternal Lab History: INHMOM-otherPregnancy:-0.081
Newborn Diagnosis:9ccs224:Ot perint dx:0.079
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.008 95% CI: [0.004 , 0.013] | OR_adj 1.008 [1.004 1.013] | occ: 1129 | OR_unadj: 1.187 [0.933 1.510] | indivs AUC:0.423
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.097
Maternal Lab History: ALBUMIN-postPregnancy:-0.089
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:0.086
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080
Maternal Lab History: FERRITIN-otherPregnancy:-0.078
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.075
* Vital: Ht-avg10to13 | coef 0.008 95% CI: [0.006 , 0.011] | OR_adj 1.008 [1.006 1.011] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.554
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.209
Maternal Diagnosis:9ccs184:Early labor:-0.207
Diagnosis:9ccs219:Low birth wt:-0.174
Maternal Diagnosis:9ccs185:Long pregncy:0.157
Diagnosis:9ccs10:Immuniz/scrn:-0.152
Newborn Diagnosis:9ccs253:Allergy:-0.127
Diagnosis:9ccs255:Social admin:-0.111
Maternal Lab History: 3 HOUR-otherPregnancy:-0.100
Newborn Diagnosis:9ccs256:Exam/eval:-0.098
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097
Vital: Ht-gain0to3 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:-0.141
Maternal Lab History: GFR Calculation-postPregnancy:-0.141
Diagnosis:9ccs92:Otitis media:-0.126
Diagnosis:9ccs125:Bronchitis:-0.100
Number of Visits:-0.100
Maternal Procedure History:90656-postPregnancy:0.100
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.089
Maternal Procedure History:J7302-postPregnancy:0.088
Maternal Lab History: APTT-postPregnancy:0.088
Diagnosis:9ccs166:Oth male gen:-0.085
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.008 95% CI: [0.003 , 0.013] | OR_adj 1.008 [1.003 1.013] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.430
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.086
Diagnosis:9ccs136:Teeth dx:-0.078
Maternal Procedure History:59430-postPregnancy:-0.077
Diagnosis:9ccs59:Anemia:-0.076
Maternal Diagnosis:9ccs155:Other GI dx:0.069
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.067
Maternal Diagnosis:9ccs185:Long pregncy:0.066
Maternal Diagnosis:9ccs184:Early labor:-0.066
Maternal Lab History: PAPP-A-postPregnancy:-0.063
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.062
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.008 95% CI: [0.003 , 0.013] | OR_adj 1.008 [1.003 1.013] | occ: 1123 | OR_unadj: 1.089 [0.854 1.390] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.158
Diagnosis:9ccs255:Social admin:-0.148
Diagnosis:9ccs239:Superfic inj:-0.112
Diagnosis:9ccs126:Ot up rsp in:-0.111
Number of Visits:-0.106
Diagnosis:9ccs240:Burns:-0.093
Diagnosis:9ccs257:Ot aftercare:-0.092
Diagnosis:9ccs258:Other screen:-0.086
Diagnosis:9ccs90:Eye infectn:-0.082
Diagnosis:9ccs133:Oth low resp:-0.081
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.008 95% CI: [0.003 , 0.013] | OR_adj 1.008 [1.003 1.013] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.130
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.101
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.092
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.090
Diagnosis:9ccs153:GI hemorrhag:0.077
Maternal Procedure History:86580-otherPregnancy:0.076
Diagnosis:9ccs2603:E Codes: Fall:0.075
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.070
Maternal Lab History: VITAMIN B-12-postPregnancy:0.069
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.067
Vital: HR-avg10to13 | coef 0.008 95% CI: [-0.000 , 0.016] | OR_adj 1.008 [1.000 1.016] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:-0.113
Maternal Lab History: GFR Calculation-postPregnancy:-0.113
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.102
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.099
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.097
Diagnosis:9ccs133:Oth low resp:-0.097
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.093
Maternal Lab History: IRON-postPregnancy:-0.093
Maternal Procedure History:97014-postPregnancy:-0.084
Maternal Lab History: PH-otherPregnancy:-0.083
Vital: HC-gain0to3 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.593
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.101
Diagnosis:9ccs117:Ot circul dx:-0.084
Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.080
Diagnosis:9ccs223:Birth trauma:0.077
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.076
Maternal Lab History: NT MoM-postPregnancy:-0.072
Maternal Diagnosis:9ccs184:Early labor:-0.071
Newborn Diagnosis:9ccs224:Ot perint dx:0.070
Newborn Diagnosis:9ccs253:Allergy:-0.068
Vital: Ht Percentile-gain13to19 | coef 0.008 95% CI: [0.002 , 0.014] | OR_adj 1.008 [1.002 1.014] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.084
Maternal Lab History: COLONY COUNT-postPregnancy:0.081
Maternal Lab History: PH-otherPregnancy:-0.079
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.078
Maternal Lab History: TP VOLUME-otherPregnancy:0.077
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.072
Diagnosis:9ccs10:Immuniz/scrn:0.070
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.068
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.066
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.065
* Vital: HC-avg5to7 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.557
Correlated most with:
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.206
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.190
Maternal Lab History: FREE T-4-postPregnancy:-0.094
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.079
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.076
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.067
Diagnosis:9ccs0:No DX:-0.067
Diagnosis:9ccs94:Other ear dx:-0.063
Diagnosis:9ccs256:Exam/eval:-0.063
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.062
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.008 95% CI: [0.001 , 0.014] | OR_adj 1.008 [1.001 1.014] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.145
Number of Visits:-0.130
Diagnosis:9ccs257:Ot aftercare:-0.125
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.113
Diagnosis:9ccs126:Ot up rsp in:-0.112
Diagnosis:9ccs7:Viral infect:-0.111
Maternal Lab History: GFR in African American-otherPregnancy:0.103
Maternal Lab History: GFR Calculation-otherPregnancy:0.103
Diagnosis:9ccs135:Intest infct:-0.093
Maternal Lab History: HERPES II IgG-postPregnancy:-0.089
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.007 95% CI: [0.001 , 0.014] | OR_adj 1.007 [1.001 1.014] | occ: 1129 | OR_unadj: 1.101 [0.860 1.408] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:-0.117
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.102
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.097
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.097
Number of Visits:0.090
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.085
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.085
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.084
Lab:297275 STREP RAPID TEST (POCT):-0.080
* Vital: Ht Percentile-avg10to13 | coef 0.007 95% CI: [0.003 , 0.012] | OR_adj 1.007 [1.003 1.012] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.563
Correlated most with:
Diagnosis:9ccs223:Birth trauma:0.105
Maternal Lab History: UIBC-postPregnancy:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.091
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.086
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.081
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.080
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.079
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.077
Vital: Ht-avg7to10 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:-0.106
Diagnosis:9ccs7:Viral infect:-0.100
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.096
Maternal Lab History: COLONY COUNT-postPregnancy:-0.090
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.089
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.086
Diagnosis:9ccs134:Ot uppr resp:0.086
Diagnosis:9ccs10:Immuniz/scrn:-0.086
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.078
Maternal Procedure History:99000-otherPregnancy:0.078
* Vital: HC-avg16to19 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.551
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.243
Maternal Diagnosis:9ccs184:Early labor:-0.152
Newborn Diagnosis:9ccs219:Low birth wt:-0.150
Maternal Diagnosis:9ccs185:Long pregncy:0.115
Diagnosis:9ccs219:Low birth wt:-0.106
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.098
Diagnosis:9ccs3:Oth bact inf:0.097
Newborn Diagnosis:9ccs218:Liveborn:-0.097
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.088
Newborn Diagnosis:9ccs253:Allergy:-0.083
Vital: HR-avg13to16 | coef 0.007 95% CI: [0.002 , 0.012] | OR_adj 1.007 [1.002 1.012] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.173
Diagnosis:9ccs10:Immuniz/scrn:-0.162
Maternal Lab History: IRON-postPregnancy:-0.156
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.154
Diagnosis:9ccs3:Oth bact inf:-0.152
Diagnosis:9ccs255:Social admin:-0.137
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.134
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.131
Diagnosis:9ccs7:Viral infect:-0.123
Diagnosis:9ccs126:Ot up rsp in:-0.112
Vital: Ht-avg13to16 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.100
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.082
Maternal Procedure History:59430-postPregnancy:0.080
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.079
Maternal Diagnosis:9ccs185:Long pregncy:-0.079
Diagnosis:9ccs224:Ot perint dx:0.077
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.076
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.076
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.071
Maternal Lab History: TP PERIOD-otherPregnancy:0.070
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.405
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Diagnosis:9ccs128:Asthma:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071
Diagnosis:9ccs243:Poisn nonmed:0.069
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.069
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.067
Maternal Diagnosis:9ccs184:Early labor:-0.065
Diagnosis:9ccs95:Oth nerv dx:-0.064
Diagnosis:9ccs246:FUO:0.062
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.062
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.398
Correlated most with:
Diagnosis:9ccs127:COPD:0.084
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: TP VOLUME-otherPregnancy:-0.075
Diagnosis:9ccs222:Perint jaund:-0.075
Diagnosis:9ccs92:Otitis media:0.073
Diagnosis:9ccs212:Ot bone dx:0.071
Maternal Procedure History:96372-postPregnancy:0.070
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.066
Diagnosis:9ccs122:Pneumonia:0.065
Vital: HR-latest | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.282
Diagnosis:9ccs92:Otitis media:0.237
Number of Visits:0.235
Diagnosis:9ccs10:Immuniz/scrn:0.219
Diagnosis:9ccs128:Asthma:0.149
Diagnosis:9ccs257:Ot aftercare:0.137
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs125:Bronchitis:0.134
Diagnosis:9ccs135:Intest infct:0.133
Diagnosis:9ccs122:Pneumonia:0.116
Vital: HC-avg13to16 | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.007 [1.003 1.010] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.539
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.114
Newborn Diagnosis:9ccs217:Ot cong anom:0.107
Maternal Lab History: IRON-postPregnancy:-0.103
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.079
Diagnosis:9ccs219:Low birth wt:-0.074
Newborn Diagnosis:9ccs219:Low birth wt:-0.072
Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070
Maternal Procedure History:90801-postPregnancy:0.070
* Vital: Ht Percentile-gain7to13 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.568
Correlated most with:
Maternal Procedure History:S9470-otherPregnancy:-0.087
Maternal Diagnosis:9ccs190:Fetal distrs:0.084
Lab:297262 HEMOGLOBIN (HEMOCUE):0.082
Maternal Diagnosis:9ccs238:Complic proc:0.077
Diagnosis:9ccs143:Abdom hernia:0.073
Newborn Diagnosis:9ccs224:Ot perint dx:0.068
Diagnosis:9ccs62:Coag/hemr dx:0.066
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.065
Diagnosis:9ccs76:Meningitis:-0.063
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.058
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.006 [1.003 1.010] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.513
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.105
Diagnosis:9ccs58:Ot nutrit dx:0.094
Diagnosis:9ccs128:Asthma:0.084
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
Diagnosis:9ccs95:Oth nerv dx:-0.073
Maternal Diagnosis:9ccs185:Long pregncy:0.073
Diagnosis:9ccs243:Poisn nonmed:0.072
Maternal Lab History: WBC-otherPregnancy:0.072
Diagnosis:9ccs246:FUO:0.071
Vital: HC-gain1to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.456
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.219
Diagnosis:9ccs255:Social admin:-0.172
Diagnosis:9ccs257:Ot aftercare:-0.140
Diagnosis:9ccs7:Viral infect:-0.138
Diagnosis:9ccs126:Ot up rsp in:-0.136
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.089
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.087
Diagnosis:9ccs125:Bronchitis:-0.086
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.085
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.083
Vital: HC-gain13to19 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.521
Correlated most with:
Maternal Procedure History:J7302-postPregnancy:-0.139
Diagnosis:9ccs92:Otitis media:-0.111
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Number of Visits:-0.094
Diagnosis:9ccs125:Bronchitis:-0.087
Diagnosis:9ccs126:Ot up rsp in:-0.087
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.085
Diagnosis:9ccs257:Ot aftercare:-0.081
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.078
Vital: HC-avg3to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.168
Diagnosis:9ccs222:Perint jaund:-0.119
Maternal Lab History: MONOS-otherPregnancy:0.119
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.114
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.110
Maternal Procedure History:81025-postPregnancy:0.098
Maternal Procedure History:J1055-postPregnancy:0.096
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.093
Maternal Lab History: GFR in African American-otherPregnancy:0.093
Maternal Lab History: GFR Calculation-otherPregnancy:0.093
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1129 | OR_unadj: 0.852 [0.649 1.119] | indivs AUC:0.511
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:-0.082
Maternal Lab History: FREE T3-postPregnancy:0.078
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.071
Maternal Lab History: FASTING-otherPregnancy:0.068
Maternal Lab History: PTT-postPregnancy:-0.068
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.067
Diagnosis:9ccs216:Nerv cong an:-0.067
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.065
Diagnosis:9ccs8:Oth infectns:0.064
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.064
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.549
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.088
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.084
Diagnosis:9ccs3:Oth bact inf:-0.076
Maternal Diagnosis:9ccs190:Fetal distrs:0.072
Maternal Diagnosis:9ccs106:Dysrhythmia:-0.068
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.068
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.067
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.066
Lab:294147 FREE T4 - LMC:0.063
Maternal Procedure History:90746-postPregnancy:0.062
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.544
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.074
Maternal Lab History: NT MoM-postPregnancy:0.070
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.070
Diagnosis:9ccs251:Abdomnl pain:-0.069
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.068
Maternal Lab History: TP PERIOD-otherPregnancy:0.066
Diagnosis:9ccs259:Unclassified:0.066
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.065
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.063
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.062
Vital: Ht Percentile-avg1to3 | coef 0.005 95% CI: [0.001 , 0.009] | OR_adj 1.005 [1.001 1.010] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.525
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.333
Maternal Diagnosis:9ccs184:Early labor:-0.327
Diagnosis:9ccs219:Low birth wt:-0.286
Maternal Diagnosis:9ccs185:Long pregncy:0.213
Maternal Diagnosis:9ccs183:HTN in preg:-0.149
Newborn Diagnosis:9ccs253:Allergy:-0.131
Newborn Diagnosis:9ccs221:Resp distres:-0.120
Lab:297262 HEMOGLOBIN (HEMOCUE):0.114
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs190:Fetal distrs:0.103
Vital: Ht Percentile-gain5to10 | coef 0.005 95% CI: [0.002 , 0.009] | OR_adj 1.005 [1.002 1.009] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.139
Diagnosis:9ccs126:Ot up rsp in:0.109
Diagnosis:9ccs154:Gastroent:-0.081
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.081
Number of Visits:0.075
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.067
Diagnosis:9ccs124:Tonsillitis:0.064
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.063
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.063
Vital: Ht Percentile-avg13to16 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.009] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: PROLACTIN-postPregnancy:-0.075
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.072
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.070
Maternal Diagnosis:9ccs190:Fetal distrs:0.069
Lab:294147 FREE T4 - LMC:0.066
Maternal Lab History: ANION GAP-postPregnancy:-0.066
Maternal Procedure History:90746-postPregnancy:0.066
Diagnosis:9ccs117:Ot circul dx:-0.065
Diagnosis:9ccs211:Ot conn tiss:-0.063
Diagnosis:9ccs208:Acq foot def:0.059
* Vital: Ht-avg5to7 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.297
Newborn Diagnosis:9ccs219:Low birth wt:-0.290
Diagnosis:9ccs219:Low birth wt:-0.225
Maternal Diagnosis:9ccs185:Long pregncy:0.182
Newborn Diagnosis:9ccs221:Resp distres:-0.146
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126
Newborn Diagnosis:9ccs256:Exam/eval:-0.108
Newborn Diagnosis:9ccs253:Allergy:-0.106
Newborn Diagnosis:9ccs222:Perint jaund:-0.099
Lab:297262 HEMOGLOBIN (HEMOCUE):0.095
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: UIBC-postPregnancy:-0.112
Maternal Lab History: MONOS-otherPregnancy:-0.099
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.093
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.089
Maternal Procedure History:90801-postPregnancy:0.088
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.086
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.084
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.079
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.078
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.077
Vital: Ht Percentile-gain10to16 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.465
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.109
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.100
Maternal Lab History: WBC-otherPregnancy:0.086
Diagnosis:9ccs136:Teeth dx:-0.078
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs143:Abdom hernia:0.077
Maternal Diagnosis:9ccs188:Pelvic obstr:0.077
Diagnosis:9ccs147:Anal/rectal:0.077
Maternal Diagnosis:9ccs186:DM in preg:-0.075
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.075
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1126 | OR_unadj: 1.150 [0.895 1.477] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.157
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.145
Diagnosis:9ccs76:Meningitis:0.097
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.095
Maternal Lab History: FREE T-4-postPregnancy:-0.072
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.065
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.060
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.058
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.057
Maternal Diagnosis:9ccs59:Anemia:0.054
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.129
Number of Visits:0.107
Maternal Lab History: ALBUMIN-postPregnancy:-0.107
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.095
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.095
Diagnosis:9ccs257:Ot aftercare:0.090
Lab:297275 STREP RAPID TEST (POCT):-0.085
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.082
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.082
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.082
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs136:Teeth dx:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.075
Diagnosis:9ccs128:Asthma:0.072
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.067
Diagnosis:9ccs59:Anemia:-0.064
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.058
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.473
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.088
Maternal Lab History: WBC-otherPregnancy:0.086
Newborn Diagnosis:9ccs191:Amnios dx:0.086
Diagnosis:9ccs128:Asthma:0.083
Newborn Diagnosis:9ccs219:Low birth wt:-0.079
Maternal Diagnosis:9ccs188:Pelvic obstr:0.078
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.075
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.075
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.475
Correlated most with:
Maternal Lab History: MONOCYTE-otherPregnancy:-0.117
Maternal Procedure History:90801-postPregnancy:0.104
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.096
Maternal Lab History: UIBC-postPregnancy:-0.092
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.091
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.087
Maternal Lab History: BASOPHIL-otherPregnancy:-0.087
Maternal Lab History: MONOS-otherPregnancy:-0.081
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.080
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.075
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.494
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.128
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.127
Diagnosis:9ccs113:Late eff CVD:-0.094
Diagnosis:9ccs239:Superfic inj:-0.084
Diagnosis:9ccs10:Immuniz/scrn:-0.083
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.082
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.082
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.077
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.077
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.075
Vital: HR-avg0to1 | coef 0.005 95% CI: [0.001 , 0.008] | OR_adj 1.005 [1.001 1.008] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.470
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.083
Maternal Lab History: PROLACTIN-postPregnancy:-0.080
Diagnosis:9ccs95:Oth nerv dx:-0.074
Diagnosis:9ccs138:Esophgeal dx:-0.073
Maternal Lab History: MCH-postPregnancy:-0.071
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070
Maternal Lab History: IRON-postPregnancy:-0.069
Maternal Lab History: WBC-otherPregnancy:0.068
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:0.085
Maternal Diagnosis:9ccs61:Sickle cell:0.081
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.072
Maternal Procedure History:S9470-otherPregnancy:-0.068
Maternal Procedure History:99000-otherPregnancy:0.066
Diagnosis:9ccs143:Abdom hernia:0.064
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.060
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.059
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.059
Maternal Diagnosis:9ccs185:Long pregncy:0.058
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.476
Correlated most with:
Maternal Lab History: APF MoM-postPregnancy:-0.294
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.137
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.115
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.112
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.111
Maternal Lab History: SODIUM-postPregnancy:-0.103
Diagnosis:9ccs141:Ot dx stomch:0.095
Diagnosis:9ccs3:Oth bact inf:0.095
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.084
Diagnosis:9ccs134:Ot uppr resp:-0.079
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.121
Maternal Lab History: ALBUMIN-postPregnancy:-0.116
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.095
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.089
Number of Visits:0.088
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.081
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.081
Maternal Diagnosis:9ccs184:Early labor:0.078
Diagnosis:9ccs257:Ot aftercare:0.076
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.069
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.511
Correlated most with:
Maternal Procedure History:90801-postPregnancy:-0.156
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.132
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.124
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.103
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.096
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.086
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.086
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.083
Maternal Diagnosis:9ccs185:Long pregncy:0.077
* Vital: Ht Percentile-avg19to24 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.568
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.107
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.078
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.078
Maternal Lab History: CREATININE-postPregnancy:0.077
Newborn Diagnosis:9ccs191:Amnios dx:0.076
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.076
Diagnosis:9ccs128:Asthma:0.070
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.065
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1123 | OR_unadj: 1.201 [0.943 1.530] | indivs AUC:0.473
Correlated most with:
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.178
Maternal Lab History: LDL-postPregnancy:0.170
Diagnosis:9ccs55:Fluid/elc dx:-0.124
Diagnosis:9ccs62:Coag/hemr dx:-0.115
Diagnosis:9ccs59:Anemia:0.095
Diagnosis:9ccs117:Ot circul dx:0.091
Maternal Diagnosis:9ccs182:Hemorr preg:0.089
Diagnosis:9ccs136:Teeth dx:0.075
Diagnosis:9ccs259:Unclassified:-0.074
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.071
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.551
Correlated most with:
Maternal Lab History: PTT-postPregnancy:-0.084
Maternal Lab History: FASTING-otherPregnancy:0.084
Maternal Lab History: FASTING-postPregnancy:0.077
Diagnosis:9ccs8:Oth infectns:0.072
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.071
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.071
Maternal Lab History: WBC-postPregnancy:0.070
Diagnosis:9ccs2:Septicemia:0.067
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.067
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.066
Vital: HR-avg7to10 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.107
Maternal Procedure History:96372-postPregnancy:-0.100
Maternal Lab History: EOSINOPHIL-postPregnancy:0.093
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.088
Maternal Lab History: MCH-postPregnancy:-0.082
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080
Maternal Lab History: FASTING-otherPregnancy:-0.078
Maternal Lab History: PLATELET COUNT-postPregnancy:0.076
Maternal Lab History: 3 HOUR-otherPregnancy:0.074
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.074
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1123 | OR_unadj: 1.121 [0.884 1.421] | indivs AUC:0.545
Correlated most with:
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.092
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.089
Diagnosis:9ccs125:Bronchitis:0.084
Newborn Diagnosis:9ccs217:Ot cong anom:0.083
Maternal Procedure History:59430-postPregnancy:0.080
Maternal Lab History: MONOS-otherPregnancy:0.079
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.077
Diagnosis:9ccs217:Ot cong anom:0.074
Diagnosis:9ccs247:Lymph enlarg:-0.073
Maternal Procedure History:J7300-postPregnancy:-0.069
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.479
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.125
Maternal Lab History: MONOCYTE-otherPregnancy:0.121
Maternal Diagnosis:9ccs211:Ot conn tiss:0.112
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.106
Maternal Procedure History:90656-postPregnancy:0.095
Maternal Lab History: AFP-otherPregnancy:-0.092
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.087
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.083
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.080
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.074
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.090
Newborn Diagnosis:9ccs253:Allergy:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085
Diagnosis:9ccs48:Thyroid dsor:-0.077
Diagnosis:9ccs58:Ot nutrit dx:0.074
Maternal Procedure History:99401-otherPregnancy:0.073
Newborn Diagnosis:9ccs191:Amnios dx:0.069
Maternal Procedure History:87880-postPregnancy:-0.069
Diagnosis:9ccs209:Ot acq defor:0.068
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.065
* Vital: Ht Percentile-gain0to24 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.565
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.104
Maternal Lab History: WBC-otherPregnancy:0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Maternal Lab History: CREATININE-postPregnancy:0.081
Maternal Lab History: PAPP-A MoM-postPregnancy:0.079
Maternal Diagnosis:9ccs184:Early labor:-0.078
Diagnosis:9ccs143:Abdom hernia:0.077
Newborn Diagnosis:9ccs219:Low birth wt:-0.074
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.074
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.072
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.456
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:0.119
Maternal Lab History: APF MoM-otherPregnancy:-0.107
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.095
Maternal Lab History: INHMOM-otherPregnancy:-0.093
Maternal Lab History: NT MoM-otherPregnancy:-0.090
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.090
Maternal Lab History: INHMOM-postPregnancy:-0.084
Maternal Lab History: HCG-otherPregnancy:-0.083
Maternal Lab History: PTT-otherPregnancy:0.080
Maternal Lab History: Alk Phos-postPregnancy:-0.074
Vital: HR-avg16to19 | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.524
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.101
Newborn Diagnosis:9ccs217:Ot cong anom:0.098
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.088
Maternal Lab History: APTT-postPregnancy:-0.087
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.086
Maternal Diagnosis:9ccs185:Long pregncy:0.083
Diagnosis:9ccs205:Back problem:0.083
Diagnosis:9ccs138:Esophgeal dx:-0.081
Diagnosis:9ccs159:UTI:0.075
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.074
Vital: Ht Percentile-gain3to7 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccs223:Birth trauma:0.096
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.082
Maternal Diagnosis:9ccs184:Early labor:-0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.075
Maternal Lab History: FERRITIN-otherPregnancy:-0.073
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.072
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.071
Newborn Diagnosis:9ccs219:Low birth wt:-0.069
Maternal Lab History: 3 HOUR-otherPregnancy:0.065
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.493
Correlated most with:
MatDeliveryAge:-0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.086
Maternal Lab History: WBC-otherPregnancy:0.078
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.076
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.075
Maternal Lab History: ESTRIOL-postPregnancy:0.074
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.072
Vital: Ht Percentile-avg5to7 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:0.097
Maternal Lab History: GFR in African American-postPregnancy:0.097
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Diagnosis:9ccs184:Early labor:-0.095
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Maternal Lab History: APF MoM-otherPregnancy:-0.087
Diagnosis:9ccs117:Ot circul dx:-0.082
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.078
Maternal Lab History: INHMOM-otherPregnancy:-0.078
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.003 95% CI: [-0.001 , 0.007] | OR_adj 1.003 [0.999 1.007] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs155:Other GI dx:0.133
Number of Visits:0.121
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.093
Diagnosis:9ccs239:Superfic inj:0.093
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs200:Oth skin dx:0.087
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087
Diagnosis:9ccs257:Ot aftercare:0.081
* Diagnosis:9ccs122:Pneumonia | coef 0.003 95% CI: [-0.002 , 0.007] | OR_adj 1.003 [0.998 1.007] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.304
Diagnosis:9ccs125:Bronchitis:0.187
Diagnosis:9ccs257:Ot aftercare:0.182
Number of Visits:0.177
Diagnosis:9ccs92:Otitis media:0.169
Diagnosis:9ccs126:Ot up rsp in:0.153
Diagnosis:9ccs90:Eye infectn:0.129
Diagnosis:9ccs135:Intest infct:0.128
Diagnosis:9ccs127:COPD:0.127
Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1123 | OR_unadj: 0.979 [0.754 1.271] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.082
Maternal Diagnosis:9ccs185:Long pregncy:0.081
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Diagnosis:9ccs136:Teeth dx:-0.076
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.074
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.074
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.071
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.070
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.069
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.118
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.117
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.107
Maternal Diagnosis:9ccs211:Ot conn tiss:0.102
Maternal Lab History: AFP-otherPregnancy:-0.092
Maternal Lab History: ESTRIOL-otherPregnancy:-0.084
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.082
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.079
Maternal Lab History: ANION GAP-postPregnancy:0.079
Maternal Lab History: BUN-otherPregnancy:-0.078
Diagnosis:9ccs74:Ot mentl cnd | coef 0.003 95% CI: [0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs113:Late eff CVD:0.219
Diagnosis:9ccs94:Other ear dx:0.205
Diagnosis:9ccs95:Oth nerv dx:0.179
Number of Visits:0.130
Diagnosis:9ccs10:Immuniz/scrn:0.122
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.101
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.091
Diagnosis:9ccs126:Ot up rsp in:0.089
Diagnosis:9ccs216:Nerv cong an:0.078
Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1129 | OR_unadj: 0.967 [0.745 1.256] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:-0.083
Maternal Diagnosis:9ccs211:Ot conn tiss:-0.077
Diagnosis:9ccs251:Abdomnl pain:-0.064
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.064
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.062
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.061
Diagnosis:9ccs240:Burns:-0.059
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.057
Maternal Lab History: FREE T-4-postPregnancy:0.057
Diagnosis:9ccs200:Oth skin dx:0.057
* Diagnosis:9ccs128:Asthma | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs122:Pneumonia:0.304
Diagnosis:9ccs125:Bronchitis:0.246
Diagnosis:9ccs92:Otitis media:0.232
Diagnosis:9ccs257:Ot aftercare:0.189
Number of Visits:0.187
Diagnosis:9ccs133:Oth low resp:0.170
Diagnosis:9ccs127:COPD:0.160
Diagnosis:9ccs126:Ot up rsp in:0.156
Diagnosis:9ccs7:Viral infect:0.137
Vital: Ht Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.563
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:0.122
Diagnosis:9ccs7:Viral infect:0.104
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.084
Maternal Lab History: URINE CULTURE-postPregnancy:-0.079
Diagnosis:9ccs125:Bronchitis:0.076
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.075
Maternal Procedure History:J7302-postPregnancy:0.070
Diagnosis:9ccs122:Pneumonia:0.065
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.065
Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.462
Correlated most with:
Number of Visits:0.080
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.074
Maternal Lab History: TP VOLUME-otherPregnancy:-0.068
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.064
Maternal Procedure History:45300-postPregnancy:-0.063
Maternal Procedure History:96372-postPregnancy:0.063
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.062
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:-0.062
Diagnosis:9ccs92:Otitis media:0.061
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.060
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.467
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.088
Maternal Lab History: PTT-postPregnancy:-0.084
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.076
Maternal Procedure History:96372-postPregnancy:0.072
Maternal Lab History: FASTING-postPregnancy:0.072
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.071
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.070
Maternal Procedure History:86580-otherPregnancy:-0.064
Maternal Diagnosis:9ccs185:Long pregncy:-0.062
Maternal Lab History: WBC-postPregnancy:0.061
Vital: HR-avg19to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.545
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.153
Maternal Diagnosis:9ccs184:Early labor:-0.145
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Diagnosis:9ccs219:Low birth wt:-0.081
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.081
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.076
Maternal Lab History: AST (SGOT)-postPregnancy:0.075
Maternal Lab History: TP VOLUME-otherPregnancy:-0.070
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.069
Diagnosis:9ccs135:Intest infct | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.234
Diagnosis:9ccs126:Ot up rsp in:0.182
Diagnosis:9ccs257:Ot aftercare:0.171
Diagnosis:9ccs7:Viral infect:0.168
Diagnosis:9ccs125:Bronchitis:0.167
Diagnosis:9ccs92:Otitis media:0.154
Diagnosis:9ccs10:Immuniz/scrn:0.145
Diagnosis:9ccs255:Social admin:0.136
Diagnosis:9ccs155:Other GI dx:0.131
Diagnosis:9ccs253:Allergy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs200:Oth skin dx:0.229
Diagnosis:9ccs126:Ot up rsp in:0.198
Diagnosis:9ccs255:Social admin:0.198
Diagnosis:9ccs10:Immuniz/scrn:0.198
Diagnosis:9ccs198:Ot infl skin:0.187
Number of Visits:0.186
Diagnosis:9ccs155:Other GI dx:0.183
Diagnosis:9ccs7:Viral infect:0.174
Diagnosis:9ccs257:Ot aftercare:0.174
Vital: BP-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 581 | OR_unadj: 0.781 [0.558 1.093] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.123
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.113
Maternal Lab History: INHMOM-otherPregnancy:-0.110
Maternal Lab History: NT MoM-otherPregnancy:-0.102
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.101
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.098
Maternal Lab History: HCG-otherPregnancy:-0.095
Maternal Lab History: APTT-postPregnancy:0.093
Maternal Lab History: INHMOM-postPregnancy:-0.089
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.088
Diagnosis:9ccs255:Social admin | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.472
Diagnosis:9ccs126:Ot up rsp in:0.356
Number of Visits:0.205
Diagnosis:9ccs92:Otitis media:0.205
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs257:Ot aftercare:0.197
Diagnosis:9ccs7:Viral infect:0.189
Diagnosis:9ccs125:Bronchitis:0.138
Diagnosis:9ccs135:Intest infct:0.136
Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.472
Diagnosis:9ccs126:Ot up rsp in:0.309
Diagnosis:9ccs7:Viral infect:0.243
Diagnosis:9ccs257:Ot aftercare:0.212
Diagnosis:9ccs92:Otitis media:0.200
Diagnosis:9ccs253:Allergy:0.198
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.161
Diagnosis:9ccs90:Eye infectn:0.151
Vital: Ht Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccs259:Unclassified:0.140
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.082
Diagnosis:9ccs213:Cardiac anom:0.081
Diagnosis:9ccs4:Mycoses:0.075
Diagnosis:9ccs223:Birth trauma:0.069
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.068
Maternal Lab History: FREE T3-postPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.066
Diagnosis:9ccs76:Meningitis:-0.063
Diagnosis:9ccs197:Skin infectn:0.061
Vital: Ht Percentile-gain1to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs128:Asthma:0.101
Newborn Diagnosis:9ccs191:Amnios dx:0.094
Maternal Lab History: ESTRIOL-postPregnancy:0.091
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.086
Diagnosis:9ccs246:FUO:-0.079
MatDeliveryAge:-0.077
Maternal Procedure History:86580-otherPregnancy:-0.075
Diagnosis:9ccs95:Oth nerv dx:-0.071
Diagnosis:9ccs143:Abdom hernia:0.068
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.067
Diagnosis:9ccs259:Unclassified | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs143:Abdom hernia:0.100
Diagnosis:9ccs250:Nausea/vomit:0.084
Maternal Lab History: COLONY COUNT-postPregnancy:0.079
Diagnosis:9ccs48:Thyroid dsor:0.079
Newborn Diagnosis:9ccs219:Low birth wt:0.077
Diagnosis:9ccs240:Burns:0.076
Maternal Diagnosis:9ccs183:HTN in preg:0.075
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.075
Maternal Lab History: MONOCYTE-otherPregnancy:0.073
Vital: HR-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 489 | OR_unadj: 0.990 [0.709 1.381] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.086
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.081
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.080
Maternal Lab History: GAMMA GT-otherPregnancy:0.072
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.068
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.068
Maternal Lab History: LDH-postPregnancy:0.060
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.060
Maternal Diagnosis:9ccs183:HTN in preg:0.060
Maternal Lab History: URINE CULTURE-postPregnancy:0.060
Vital: Ht Percentile-avg0to1 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.539
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.379
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.308
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.266
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.258
Diagnosis:9ccs123:Influenza:0.207
Maternal Procedure History:76830-postPregnancy:-0.200
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.192
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.188
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.187
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.186
Diagnosis:9ccs125:Bronchitis | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.475
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs257:Ot aftercare:0.288
Diagnosis:9ccs126:Ot up rsp in:0.250
Diagnosis:9ccs128:Asthma:0.246
Diagnosis:9ccs92:Otitis media:0.230
Diagnosis:9ccs7:Viral infect:0.219
Diagnosis:9ccs122:Pneumonia:0.187
Number of Visits:0.183
Diagnosis:9ccs90:Eye infectn:0.175
Diagnosis:9ccs135:Intest infct:0.167
Diagnosis:9ccs257:Ot aftercare | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.469
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Diagnosis:9ccs125:Bronchitis:0.288
Diagnosis:9ccs126:Ot up rsp in:0.279
Diagnosis:9ccs92:Otitis media:0.273
Number of Visits:0.226
Diagnosis:9ccs7:Viral infect:0.225
Diagnosis:9ccs10:Immuniz/scrn:0.212
Diagnosis:9ccs255:Social admin:0.197
Diagnosis:9ccs128:Asthma:0.189
Diagnosis:9ccs122:Pneumonia:0.182
Diagnosis:9ccs96:Hrt valve dx | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.473
Newborn Diagnosis:9ccs96:Hrt valve dx:0.250
Diagnosis:9ccs117:Ot circul dx:0.228
Newborn Diagnosis:9ccs213:Cardiac anom:0.208
Diagnosis:9ccs244:Other injury:0.101
Maternal Diagnosis:9ccs149:Biliary dx:0.101
Diagnosis:9ccs91:Other eye dx:0.097
Diagnosis:9ccs83:Epilepsy/cnv:0.089
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.087
Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.541
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs126:Ot up rsp in:0.206
Diagnosis:9ccs92:Otitis media:0.204
Diagnosis:9ccs7:Viral infect:0.180
Diagnosis:9ccs125:Bronchitis:0.175
Diagnosis:9ccs91:Other eye dx:0.173
Number of Visits:0.171
Diagnosis:9ccs10:Immuniz/scrn:0.151
Diagnosis:9ccs257:Ot aftercare:0.148
Diagnosis:9ccs155:Other GI dx:0.131
Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Diagnosis:9ccs126:Ot up rsp in:0.270
Number of Visits:0.267
Diagnosis:9ccs10:Immuniz/scrn:0.243
Diagnosis:9ccs257:Ot aftercare:0.225
Diagnosis:9ccs125:Bronchitis:0.219
Diagnosis:9ccs92:Otitis media:0.216
Diagnosis:9ccs200:Oth skin dx:0.216
Diagnosis:9ccs155:Other GI dx:0.202
Diagnosis:9ccs255:Social admin:0.189
Vital: Temp-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 242 | OR_unadj: 1.074 [0.524 2.198] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: HCG-otherPregnancy:-0.180
Maternal Lab History: NT MoM-otherPregnancy:-0.179
Maternal Lab History: APF MoM-otherPregnancy:-0.175
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.175
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.165
Maternal Lab History: INHMOM-otherPregnancy:-0.155
Maternal Lab History: INHMOM-postPregnancy:-0.144
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.142
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.135
Maternal Lab History: HERPES I IgG-postPregnancy:0.129
Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.369
Number of Visits:0.277
Diagnosis:9ccs257:Ot aftercare:0.273
Diagnosis:9ccs128:Asthma:0.232
Diagnosis:9ccs125:Bronchitis:0.230
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs90:Eye infectn:0.204
Diagnosis:9ccs10:Immuniz/scrn:0.200
Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.229
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs239:Superfic inj:0.169
Diagnosis:9ccs155:Other GI dx:0.168
Number of Visits:0.163
Diagnosis:9ccs198:Ot infl skin:0.160
Diagnosis:9ccs126:Ot up rsp in:0.151
Diagnosis:9ccs10:Immuniz/scrn:0.148
Diagnosis:9ccs133:Oth low resp:0.147
Vital: Ht Percentile-gain0to3 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.096
Newborn Diagnosis:9ccs191:Amnios dx:0.092
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.088
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.087
Maternal Diagnosis:9ccs188:Pelvic obstr:0.084
Diagnosis:9ccs155:Other GI dx:-0.082
Maternal Lab History: APTT-postPregnancy:-0.079
Maternal Procedure History:97110-postPregnancy:-0.077
Maternal Diagnosis:9ccs259:Unclassified:-0.077
* Vital: Ht-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 482 | OR_unadj: 0.662 [0.460 0.953] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.117
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.100
Maternal Lab History: NT MoM-otherPregnancy:-0.100
Maternal Lab History: INHMOM-otherPregnancy:-0.100
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.099
Maternal Lab History: PTT-otherPregnancy:0.094
Maternal Lab History: HCG-otherPregnancy:-0.091
Maternal Lab History: INHMOM-postPregnancy:-0.087
Maternal Lab History: APTT-postPregnancy:0.081
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.078
Diagnosis:9ccs8:Oth infectns | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs8:Oth infectns:1.000
Maternal Lab History: FASTING-postPregnancy:0.171
Maternal Lab History: FASTING-otherPregnancy:0.162
Diagnosis:9ccs2603:E Codes: Fall:0.132
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.117
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.100
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.094
Maternal Lab History: ESTRIOL-otherPregnancy:0.093
Diagnosis:10ccs58:Ot nutrit dx:0.093
Diagnosis:9ccs117:Ot circul dx:0.087
Vital: HR-avg3to5 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.456
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.245
Maternal Diagnosis:9ccs184:Early labor:-0.244
Diagnosis:9ccs219:Low birth wt:-0.191
Maternal Diagnosis:9ccs185:Long pregncy:0.147
Newborn Diagnosis:9ccs221:Resp distres:-0.114
Lab:297262 HEMOGLOBIN (HEMOCUE):0.102
Newborn Diagnosis:9ccs222:Perint jaund:-0.094
Maternal Diagnosis:9ccs182:Hemorr preg:-0.094
Newborn Diagnosis:9ccs253:Allergy:-0.090
Maternal Lab History: ANION GAP-otherPregnancy:0.090
Diagnosis:9ccs91:Other eye dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.242
Diagnosis:9ccs90:Eye infectn:0.173
Diagnosis:9ccs7:Viral infect:0.121
Number of Visits:0.111
Diagnosis:9ccs217:Ot cong anom:0.110
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100
Diagnosis:9ccs96:Hrt valve dx:0.097
Diagnosis:9ccs134:Ot uppr resp:0.096
Diagnosis:9ccs258:Other screen:0.093
Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs92:Otitis media:0.369
Diagnosis:9ccs255:Social admin:0.356
Number of Visits:0.332
Diagnosis:9ccs10:Immuniz/scrn:0.309
Diagnosis:9ccs257:Ot aftercare:0.279
Diagnosis:9ccs7:Viral infect:0.270
Diagnosis:9ccs125:Bronchitis:0.250
Diagnosis:9ccs90:Eye infectn:0.206
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs166:Oth male gen | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs166:Oth male gen:1.000
Maternal Procedure History:96372-otherPregnancy:0.104
Diagnosis:9ccs165:Inf male gen:0.102
Diagnosis:9ccs62:Coag/hemr dx:0.098
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs159:UTI:0.086
Diagnosis:9ccs138:Esophgeal dx:0.086
Diagnosis:9ccs133:Oth low resp:0.083
Maternal Lab History: INR-postPregnancy:-0.079
Maternal Lab History: APTT-postPregnancy:-0.077
Diagnosis:9ccs0:No DX | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.110
Maternal Lab History: URINE SUGAR-otherPregnancy:0.099
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.096
Diagnosis:9ccs212:Ot bone dx:0.085
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.075
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.075
Maternal Lab History: eGFR-otherPregnancy:0.075
Maternal Lab History: URINE SUGAR-postPregnancy:0.070
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.070
Vital: HR-avg1to3 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.484
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.352
Maternal Diagnosis:9ccs184:Early labor:-0.345
Diagnosis:9ccs219:Low birth wt:-0.282
Maternal Diagnosis:9ccs185:Long pregncy:0.261
Maternal Diagnosis:9ccs183:HTN in preg:-0.159
Lab:297262 HEMOGLOBIN (HEMOCUE):0.131
Newborn Diagnosis:9ccs221:Resp distres:-0.123
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs190:Fetal distrs:0.110
Maternal Lab History: INHMOM-postPregnancy:-0.106
Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.475
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.202
Diagnosis:9ccs154:Gastroent:0.191
Diagnosis:9ccs253:Allergy:0.183
Diagnosis:9ccs133:Oth low resp:0.172
Diagnosis:9ccs126:Ot up rsp in:0.171
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs10:Immuniz/scrn:0.146
Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.187
Diagnosis:9ccs200:Oth skin dx:0.160
Diagnosis:9ccs10:Immuniz/scrn:0.106
Diagnosis:9ccs7:Viral infect:0.101
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs255:Social admin:0.089
Diagnosis:9ccs92:Otitis media:0.082
Diagnosis:9ccs91:Other eye dx:0.081
Diagnosis:9ccs257:Ot aftercare:0.081
Diagnosis:9ccs133:Oth low resp | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Number of Visits:0.195
Diagnosis:9ccs256:Exam/eval:0.184
Diagnosis:9ccs155:Other GI dx:0.172
Diagnosis:9ccs128:Asthma:0.170
Diagnosis:9ccs154:Gastroent:0.166
Diagnosis:9ccs253:Allergy:0.164
Diagnosis:9ccs126:Ot up rsp in:0.155
Diagnosis:9ccs127:COPD:0.155
Diagnosis:9ccs7:Viral infect:0.149
Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.526
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.097
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.086
Maternal Lab History: NT MoM-otherPregnancy:-0.085
Maternal Lab History: INHMOM-otherPregnancy:-0.084
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.083
Maternal Lab History: INHMOM-postPregnancy:-0.079
Maternal Diagnosis:9ccs183:HTN in preg:-0.079
Maternal Lab History: PTT-otherPregnancy:0.077
Maternal Lab History: HCG-otherPregnancy:-0.077
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.070
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: URINE CULTURE-otherPregnancy:0.145
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.102
Diagnosis:9ccs92:Otitis media:0.091
Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.086
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.083
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.083
Maternal Lab History: IRON-postPregnancy:0.083
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.081
Diagnosis:9ccs125:Bronchitis:0.078
Maternal Lab History: GLUCOSE-otherPregnancy:-0.073
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs258:Other screen:0.165
Diagnosis:9ccs200:Oth skin dx:0.105
Diagnosis:9ccs197:Skin infectn:0.104
Diagnosis:9ccs239:Superfic inj:0.094
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.093
Diagnosis:9ccs7:Viral infect:0.091
Diagnosis:9ccs147:Anal/rectal:0.087
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.085
Diagnosis:9ccs136:Teeth dx:0.085
Vital: HC Percentile-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.094
Newborn Diagnosis:9ccs253:Allergy:-0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.088
Diagnosis:9ccs48:Thyroid dsor:-0.084
Maternal Procedure History:99401-otherPregnancy:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Diagnosis:9ccs58:Ot nutrit dx:0.073
Maternal Procedure History:90649-postPregnancy:0.071
Newborn Diagnosis:9ccs191:Amnios dx:0.071
Diagnosis:9ccs209:Ot acq defor:0.071
Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.091
Diagnosis:9ccs240:Burns:0.087
Maternal Diagnosis:9ccs184:Early labor:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Diagnosis:9ccs133:Oth low resp:0.071
Maternal Lab History: RBC-otherPregnancy:0.068
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.062
Diagnosis:9ccs200:Oth skin dx:0.061
Diagnosis:9ccs256:Exam/eval:0.061
Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.185
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.099
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.098
Maternal Procedure History:81025-postPregnancy:0.081
Diagnosis:9ccs163:Other GU dx:0.078
Maternal Procedure History:90656-postPregnancy:0.077
Maternal Lab History: IRON-postPregnancy:-0.077
Maternal Lab History: Varicella IgG-postPregnancy:-0.074
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.074
Vital: Ht-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 261 | OR_unadj: 0.765 [0.475 1.231] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:0.092
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.085
Maternal Lab History: ALBUMIN-postPregnancy:-0.081
Diagnosis:9ccs239:Superfic inj:-0.073
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.070
Diagnosis:9ccs83:Epilepsy/cnv:0.068
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.066
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.066
Maternal Lab History: MCV-postPregnancy:-0.065
Newborn Diagnosis:9ccs96:Hrt valve dx:0.064
Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Number of Visits:0.152
Diagnosis:9ccs124:Tonsillitis:0.127
Diagnosis:9ccs253:Allergy:0.125
Diagnosis:9ccs126:Ot up rsp in:0.124
Diagnosis:9ccs90:Eye infectn:0.115
Diagnosis:9ccs211:Ot conn tiss:0.111
Diagnosis:9ccs133:Oth low resp:0.100
Diagnosis:9ccs127:COPD:0.099
Diagnosis:9ccs91:Other eye dx:0.096
* Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Diagnosis:9ccs212:Ot bone dx:0.182
Diagnosis:9ccs2603:E Codes: Fall:0.089
Diagnosis:10ccs58:Ot nutrit dx:0.088
Maternal Lab History: URINE KETONES-postPregnancy:0.082
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.077
Maternal Lab History: WBC-otherPregnancy:0.072
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.072
Maternal Diagnosis:9ccs61:Sickle cell:0.072
Maternal Diagnosis:9ccs190:Fetal distrs:0.067
Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs200:Oth skin dx:0.133
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs126:Ot up rsp in:0.128
Diagnosis:9ccs7:Viral infect:0.095
Number of Visits:0.091
Diagnosis:9ccs155:Other GI dx:0.087
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.085
Diagnosis:9ccs76:Meningitis:0.082
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: ANION GAP-postPregnancy:-0.083
Maternal Lab History: GFR Calculation-postPregnancy:-0.080
Maternal Lab History: GFR in African American-postPregnancy:-0.080
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.078
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.078
Diagnosis:9ccs154:Gastroent:-0.076
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.075
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.072
Maternal Lab History: PAPP-A-postPregnancy:-0.072
Maternal Lab History: MONOCYTE-otherPregnancy:0.071
Vital: BP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 268 | OR_unadj: 0.904 [0.578 1.413] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.085
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.072
Maternal Lab History: GAMMA GT-otherPregnancy:0.071
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.069
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.064
Maternal Lab History: LDH-postPregnancy:0.063
Lab:292495 LEAD LEVEL - Sunrise:0.062
Maternal Lab History: LDH-otherPregnancy:0.060
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.059
Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.507
Correlated most with:
Maternal Procedure History:93005-otherPregnancy:0.210
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.208
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.196
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.138
Diagnosis:9ccs216:Nerv cong an:-0.134
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.133
Maternal Lab History: 2 HOUR-otherPregnancy:0.126
Maternal Lab History: WEIGHT-otherPregnancy:0.110
Maternal Diagnosis:9ccs168:PID:-0.108
Diagnosis:9ccs234:Crush injury:0.092
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Number of Visits:0.180
Diagnosis:9ccs128:Asthma:0.160
Diagnosis:9ccs133:Oth low resp:0.155
Diagnosis:9ccs122:Pneumonia:0.127
Diagnosis:9ccs126:Ot up rsp in:0.125
Diagnosis:9ccs125:Bronchitis:0.120
Diagnosis:9ccs258:Other screen:0.103
Diagnosis:9ccs134:Ot uppr resp:0.099
Diagnosis:9ccs7:Viral infect:0.093
Vital: HR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 244 | OR_unadj: 0.917 [0.577 1.459] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.110
Diagnosis:9ccs0:No DX:0.103
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.087
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.085
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.070
Lab:292495 LEAD LEVEL - Sunrise:0.069
Maternal Lab History: URINE CULTURE-postPregnancy:0.068
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.064
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.063
Maternal Lab History: FERRITIN-otherPregnancy:0.062
Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Diagnosis:9ccs239:Superfic inj:0.115
Diagnosis:9ccs10:Immuniz/scrn:0.108
Number of Visits:0.106
Diagnosis:9ccs253:Allergy:0.105
Diagnosis:9ccs137:Mouth dx:0.104
Diagnosis:9ccs138:Esophgeal dx:0.103
Diagnosis:9ccs200:Oth skin dx:0.103
Diagnosis:9ccs92:Otitis media:0.099
Diagnosis:9ccs7:Viral infect:0.089
Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.219
Diagnosis:9ccs94:Other ear dx:0.198
Diagnosis:9ccs75:Hx mental dx:0.127
Number of Visits:0.124
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.107
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.091
Diagnosis:9ccs126:Ot up rsp in:0.091
Diagnosis:9ccs257:Ot aftercare:0.087
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.081
* Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.473
Newborn Diagnosis:9ccs213:Cardiac anom:0.441
Newborn Diagnosis:9ccs96:Hrt valve dx:0.329
Diagnosis:9ccs117:Ot circul dx:0.225
Diagnosis:9ccs89:Blindness:0.129
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.123
Number of Visits:0.110
Diagnosis:9ccs161:Ot dx kidney:0.101
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.098
Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Diagnosis:9ccs239:Superfic inj:-0.092
Diagnosis:9ccs136:Teeth dx:-0.079
Maternal Procedure History:85018-postPregnancy:-0.077
Maternal Procedure History:87880-postPregnancy:-0.075
Maternal Lab History: IRON-postPregnancy:-0.074
Maternal Procedure History:90801-postPregnancy:0.071
Maternal Diagnosis:9ccs259:Unclassified:-0.070
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.068
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.065
Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.506
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:0.085
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083
Maternal Lab History: URINE CULTURE-postPregnancy:-0.083
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.078
Diagnosis:9ccs7:Viral infect:-0.078
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.072
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.071
Diagnosis:9ccs155:Other GI dx:0.068
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.066
Maternal Lab History: INR-postPregnancy:-0.064
Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.181
Newborn Diagnosis:9ccs222:Perint jaund:0.108
Lab:294203 BILIRUBIN TOTAL - LMC:-0.101
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077
Maternal Diagnosis:9ccs7:Viral infect:0.075
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: POTASSIUM-otherPregnancy:-0.069
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.068
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: IRON-postPregnancy:0.105
Maternal Lab History: PROLACTIN-postPregnancy:-0.100
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.099
Maternal Lab History: COLONY COUNT-postPregnancy:-0.095
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.095
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.087
Maternal Lab History: APTT-postPregnancy:0.084
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.078
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.077
Maternal Lab History: URINE CULTURE-otherPregnancy:0.077
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.502
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:295669 BILIRUBIN DIRECT - LMC:0.374
Diagnosis:9ccs151:Oth liver dx:-0.123
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Maternal Lab History: URINE KETONES-otherPregnancy:-0.101
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.101
Diagnosis:9ccs222:Perint jaund:-0.101
Diagnosis:9ccs205:Back problem:0.095
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.091
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.090
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Diagnosis:9ccs134:Ot uppr resp:0.127
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.120
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.115
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.111
Maternal Lab History: TP PERIOD-otherPregnancy:0.108
Maternal Lab History: GFR in African American-otherPregnancy:0.098
Maternal Lab History: GFR Calculation-otherPregnancy:0.098
Diagnosis:9ccs126:Ot up rsp in:0.095
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.093
Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.212
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Diagnosis:9ccs91:Other eye dx:0.110
Diagnosis:9ccs95:Oth nerv dx:0.107
Maternal Lab History: HERPES II IgG-postPregnancy:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.089
Diagnosis:9ccs257:Ot aftercare:0.089
Diagnosis:9ccs133:Oth low resp:0.085
Lab:292495 LEAD LEVEL - Sunrise:0.085
Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.181
Lab:294203 BILIRUBIN TOTAL - LMC:-0.123
Maternal Lab History: HCG-postPregnancy:0.112
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.101
Diagnosis:9ccs258:Other screen:0.100
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.097
Diagnosis:9ccs243:Poisn nonmed:0.096
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.096
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.501
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Lab:294203 BILIRUBIN TOTAL - LMC:0.374
Diagnosis:9ccs62:Coag/hemr dx:-0.113
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.096
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.092
Maternal Diagnosis:9ccs5:HIV infectn:-0.088
Maternal Diagnosis:9ccs48:Thyroid dsor:0.078
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.078
Maternal Lab History: ANION GAP-postPregnancy:-0.076
Maternal Diagnosis:9ccs98:HTN:0.075
Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135
Diagnosis:9ccs216:Nerv cong an:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.085
Diagnosis:9ccs255:Social admin:0.076
Diagnosis:9ccs137:Mouth dx:0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.074
Diagnosis:9ccs4:Mycoses:0.074
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.072
Newborn Diagnosis:9ccs213:Cardiac anom:0.070
Vital: Temp-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.936 [0.502 1.744] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:0.164
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.105
Diagnosis:9ccs234:Crush injury:-0.098
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.084
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.083
Maternal Lab History: A/G-postPregnancy:-0.080
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.080
Diagnosis:9ccs48:Thyroid dsor:-0.074
Maternal Diagnosis:9ccs49:DiabMel no c:0.070
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.069
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Diagnosis:9ccs258:Other screen:0.184
Diagnosis:9ccs200:Oth skin dx:0.169
Diagnosis:9ccs7:Viral infect:0.129
Diagnosis:9ccs155:Other GI dx:0.129
Diagnosis:9ccs256:Exam/eval:0.127
Diagnosis:9ccs133:Oth low resp:0.124
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.118
Diagnosis:9ccs197:Skin infectn:0.115
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.108
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.093
Maternal Lab History: GFR in African American-otherPregnancy:-0.092
Maternal Lab History: GFR Calculation-otherPregnancy:-0.092
Newborn Diagnosis:9ccs222:Perint jaund:0.087
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.085
Diagnosis:9ccs155:Other GI dx:0.081
Maternal Procedure History:76830-postPregnancy:0.080
Maternal Diagnosis:9ccs59:Anemia:0.079
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:-0.075
Maternal Lab History: Alk Phos-postPregnancy:0.072
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.070
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068
Maternal Lab History: WEIGHT-postPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.066
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.063
Maternal Lab History: PO2-postPregnancy:0.063
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.063
Maternal Lab History: RDW-postPregnancy:0.063
Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs212:Ot bone dx:1.000
Diagnosis:9ccs209:Ot acq defor:0.182
Maternal Diagnosis:9ccs182:Hemorr preg:0.092
Diagnosis:9ccs0:No DX:0.085
Diagnosis:9ccs89:Blindness:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Diagnosis:9ccs47:Ot bnign neo:0.064
Maternal Diagnosis:9ccs49:DiabMel no c:0.059
Diagnosis:9ccs96:Hrt valve dx:0.058
Diagnosis:9ccs58:Ot nutrit dx:0.057
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs138:Esophgeal dx:0.202
Diagnosis:9ccs141:Ot dx stomch:0.179
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.140
Diagnosis:9ccs133:Oth low resp:0.140
Maternal Lab History: HCG-otherPregnancy:0.134
Maternal Lab History: NT MoM-otherPregnancy:0.128
Maternal Lab History: INHMOM-postPregnancy:0.127
Diagnosis:9ccs155:Other GI dx:0.125
Diagnosis:9ccs257:Ot aftercare:0.111
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs7:Viral infect:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.105
Number of Visits:0.101
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.095
Newborn Diagnosis:9ccs218:Liveborn:-0.094
Diagnosis:9ccs155:Other GI dx:0.094
Diagnosis:9ccs137:Mouth dx:0.085
Diagnosis:9ccs2603:E Codes: Fall:0.083
Diagnosis:9ccs200:Oth skin dx:0.082
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs127:COPD:0.093
Number of Visits:0.084
Maternal Lab History: TP VOLUME-otherPregnancy:-0.081
Diagnosis:9ccs92:Otitis media:0.080
Diagnosis:9ccs126:Ot up rsp in:0.078
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.077
Diagnosis:9ccs212:Ot bone dx:0.072
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.072
Diagnosis:9ccs47:Ot bnign neo:-0.070
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.068
Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.184
Diagnosis:9ccs155:Other GI dx:0.140
Diagnosis:9ccs200:Oth skin dx:0.140
Diagnosis:9ccs154:Gastroent:0.138
Diagnosis:9ccs239:Superfic inj:0.127
Diagnosis:9ccs253:Allergy:0.118
Diagnosis:9ccs258:Other screen:0.102
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.102
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.097
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.136
Maternal Procedure History:96372-otherPregnancy:0.120
Maternal Procedure History:S9470-postPregnancy:0.113
Diagnosis:9ccs128:Asthma:0.103
Diagnosis:9ccs259:Unclassified:0.100
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.096
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.093
Maternal Lab History: SODIUM-otherPregnancy:-0.091
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Diagnosis:9ccs95:Oth nerv dx:0.147
Maternal Lab History: FERRITIN-otherPregnancy:-0.136
Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.124
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.121
Maternal Lab History: APF MoM-otherPregnancy:-0.118
Maternal Lab History: PT-otherPregnancy:-0.112
Diagnosis:9ccs134:Ot uppr resp:0.111
Maternal Lab History: PAPP-A-otherPregnancy:-0.095
Newborn Diagnosis:9ccs191:Amnios dx:0.095
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.225
Diagnosis:9ccs163:Other GU dx:0.164
Diagnosis:9ccs2:Septicemia:0.129
Diagnosis:9ccs257:Ot aftercare:0.120
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.117
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.115
Maternal Lab History: RUBELLA-postPregnancy:0.104
Maternal Lab History: PTT-otherPregnancy:0.096
Diagnosis:9ccs122:Pneumonia:0.095
Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.185
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.135
Diagnosis:9ccs240:Burns:0.124
Maternal Diagnosis:9ccs163:Other GU dx:0.119
Maternal Lab History: URINE KETONES-postPregnancy:0.118
Lab:292495 LEAD LEVEL - Sunrise:-0.102
Diagnosis:9ccs151:Oth liver dx:0.096
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.092
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.068
Diagnosis:9ccs165:Inf male gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs165:Inf male gen:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.124
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.123
Diagnosis:9ccs244:Other injury:0.118
Maternal Lab History: PTT-otherPregnancy:0.112
Maternal Lab History: COLONY COUNT-postPregnancy:0.112
Lab:294147 FREE T4 - LMC:-0.110
Maternal Lab History: INR-otherPregnancy:0.107
Diagnosis:9ccs166:Oth male gen:0.102
Diagnosis:9ccs135:Intest infct:0.096
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Diagnosis:9ccs239:Superfic inj:0.184
Diagnosis:9ccs137:Mouth dx:0.165
Diagnosis:9ccs155:Other GI dx:0.145
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.122
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.111
Diagnosis:9ccs250:Nausea/vomit:0.111
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.106
Diagnosis:9ccs127:COPD:0.103
Diagnosis:9ccs256:Exam/eval:0.102
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: IRON-postPregnancy:0.086
Maternal Lab History: MPV-postPregnancy:0.083
Maternal Lab History: BASOPHIL-postPregnancy:-0.079
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: Alk Phos-postPregnancy:0.075
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.072
Diagnosis:9ccs257:Ot aftercare:0.070
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.065
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.065
Diagnosis:9ccs154:Gastroent:-0.065
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.504
Correlated most with:
Maternal Procedure History:93005-otherPregnancy:-0.194
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.182
Maternal Lab History: WEIGHT-otherPregnancy:-0.167
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.159
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.146
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.140
Diagnosis:9ccs216:Nerv cong an:0.125
Maternal Lab History: 2 HOUR-otherPregnancy:-0.117
Diagnosis:9ccs48:Thyroid dsor:0.116
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.111
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.242
Diagnosis:9ccs217:Ot cong anom:0.212
Diagnosis:9ccs213:Cardiac anom:0.129
Diagnosis:9ccs223:Birth trauma:0.109
Newborn Diagnosis:9ccs218:Liveborn:-0.103
Diagnosis:9ccs7:Viral infect:0.088
Diagnosis:9ccs257:Ot aftercare:0.081
Number of Visits:0.080
Newborn Diagnosis:9ccs191:Amnios dx:0.077
Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs147:Anal/rectal:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.214
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.200
Maternal Lab History: PTT-otherPregnancy:0.193
Maternal Lab History: GFR in African American-otherPregnancy:0.184
Maternal Lab History: GFR Calculation-otherPregnancy:0.184
Maternal Lab History: INR-otherPregnancy:0.183
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.149
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.134
Diagnosis:9ccs155:Other GI dx:0.132
Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.703
Maternal Lab History: URINE CULTURE-postPregnancy:0.142
Diagnosis:9ccs8:Oth infectns:0.132
Diagnosis:9ccs64:Ot hematl dx:0.128
Diagnosis:9ccs165:Inf male gen:0.124
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.118
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.113
Maternal Lab History: ESTRIOL-postPregnancy:0.110
Maternal Lab History: POLYS-postPregnancy:-0.109
* Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.144
Diagnosis:9ccs161:Ot dx kidney:0.118
Diagnosis:9ccs216:Nerv cong an:0.115
Newborn Diagnosis:9ccs215:gu cong anom:0.104
Newborn Diagnosis:9ccs213:Cardiac anom:0.101
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.092
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Diagnosis:9ccs96:Hrt valve dx:0.089
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.087
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Lab History: IRON-postPregnancy:-0.096
Diagnosis:9ccs128:Asthma:0.091
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.080
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Diagnosis:9ccs136:Teeth dx:-0.070
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069
Diagnosis:9ccs154:Gastroent:-0.068
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.065
Newborn Diagnosis:9ccs253:Allergy:-0.065
* Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Diagnosis:9ccs250:Nausea/vomit:0.202
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.159
Diagnosis:9ccs133:Oth low resp:0.145
Maternal Lab History: INHMOM-otherPregnancy:0.126
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Lab History: INHMOM-postPregnancy:0.122
Diagnosis:9ccs155:Other GI dx:0.121
Maternal Procedure History:90656-postPregnancy:0.118
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.487
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.089
Maternal Procedure History:S9470-postPregnancy:0.086
Maternal Diagnosis:9ccs184:Early labor:-0.084
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Maternal Lab History: URINE PH-otherPregnancy:-0.080
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.079
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.075
Diagnosis:9ccs128:Asthma:0.073
Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:1.000
Diagnosis:9ccs83:Epilepsy/cnv:0.144
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.114
Lab:295669 BILIRUBIN DIRECT - LMC:-0.113
Diagnosis:9ccs47:Ot bnign neo:0.105
Diagnosis:9ccs166:Oth male gen:0.098
Diagnosis:9ccs216:Nerv cong an:0.097
Diagnosis:9ccs55:Fluid/elc dx:0.093
Diagnosis:9ccs197:Skin infectn:0.086
Newborn Diagnosis:9ccs213:Cardiac anom:0.086
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.105
Maternal Lab History: O2 SATURATION-postPregnancy:0.102
Maternal Lab History: PO2-postPregnancy:0.095
Diagnosis:9ccs117:Ot circul dx:0.093
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.073
Diagnosis:9ccs217:Ot cong anom:0.071
Diagnosis:9ccs166:Oth male gen:0.069
Maternal Lab History: EOSINOPHIL-postPregnancy:0.068
Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs76:Meningitis:1.000
Lab:297275 STREP RAPID TEST (POCT):0.106
Diagnosis:9ccs92:Otitis media:0.103
Diagnosis:9ccs124:Tonsillitis:0.084
Maternal Diagnosis:9ccs195:Ot compl bir:-0.083
Diagnosis:9ccs4:Mycoses:0.082
Number of Visits:0.082
Maternal Lab History: 3 HOUR-otherPregnancy:-0.081
Maternal Diagnosis:9ccs176:Contraceptiv:0.079
Diagnosis:9ccs133:Oth low resp:0.073
Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.491
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.267
Diagnosis:9ccs48:Thyroid dsor:0.258
Maternal Lab History: NEUTROPHIL-postPregnancy:0.257
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.223
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.215
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.202
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.202
Maternal Lab History: MONOCYTE-postPregnancy:-0.188
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.179
Diagnosis:9ccs216:Nerv cong an:0.156
Diagnosis:9ccs211:Ot conn tiss:0.147
Diagnosis:9ccs217:Ot cong anom:0.107
Newborn Diagnosis:9ccs219:Low birth wt:0.105
Maternal Lab History: PROLACTIN-postPregnancy:0.102
Diagnosis:9ccs94:Other ear dx:0.101
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.100
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.098
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Diagnosis:9ccs3:Oth bact inf:0.202
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.140
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.124
Maternal Lab History: FREE T-4-postPregnancy:0.122
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.120
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.118
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.111
Maternal Lab History: AFP-otherPregnancy:0.110
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.108
* Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs153:GI hemorrhag:0.209
Diagnosis:9ccs155:Other GI dx:0.191
Diagnosis:9ccs133:Oth low resp:0.166
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.159
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.146
Diagnosis:9ccs256:Exam/eval:0.138
Maternal Lab History: GFR Calculation-postPregnancy:0.137
Maternal Lab History: GFR in African American-postPregnancy:0.137
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.127
Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.133
Number of Visits:0.125
Diagnosis:9ccs165:Inf male gen:0.118
Diagnosis:9ccs257:Ot aftercare:0.115
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.111
Maternal Lab History: LIPASE-postPregnancy:-0.111
Maternal Lab History: AMYLASE-postPregnancy:-0.106
Diagnosis:9ccs126:Ot up rsp in:0.103
Diagnosis:9ccs96:Hrt valve dx:0.101
Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.469
Newborn Diagnosis:9ccs219:Low birth wt:0.467
Newborn Diagnosis:9ccs253:Allergy:0.271
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264
Newborn Diagnosis:9ccs256:Exam/eval:0.214
Newborn Diagnosis:9ccs222:Perint jaund:0.213
Maternal Lab History: ESTRIOL-postPregnancy:0.187
Maternal Lab History: URINE CULTURE-postPregnancy:0.186
Maternal Procedure History:96372-otherPregnancy:0.179
Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.130
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.121
Maternal Procedure History:45300-postPregnancy:0.106
Maternal Procedure History:90656-postPregnancy:0.099
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.087
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.085
Maternal Procedure History:81025-postPregnancy:0.082
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.080
Diagnosis:9ccs127:COPD:0.077
Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.494
Correlated most with:
Diagnosis:10ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.703
Diagnosis:9ccs64:Ot hematl dx:0.123
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.108
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.101
Diagnosis:9ccs8:Oth infectns:0.093
Diagnosis:9ccs209:Ot acq defor:0.088
Newborn Diagnosis:9ccs253:Allergy:0.083
Maternal Diagnosis:9ccs61:Sickle cell:0.083
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.083
Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs3:Oth bact inf:1.000
Diagnosis:9ccs247:Lymph enlarg:0.202
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.168
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.155
Lab:297275 STREP RAPID TEST (POCT):0.138
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.131
Diagnosis:9ccs246:FUO:0.131
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.122
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.119
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.116
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.472
Diagnosis:9ccs159:UTI:0.225
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.148
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.146
Diagnosis:9ccs163:Other GU dx:0.124
Diagnosis:9ccs83:Epilepsy/cnv:0.118
Newborn Diagnosis:9ccs217:Ot cong anom:0.105
Diagnosis:9ccs213:Cardiac anom:0.101
Maternal Lab History: LIPASE-postPregnancy:0.097
Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258
Lab:294147 FREE T4 - LMC:0.232
Maternal Diagnosis:9ccs48:Thyroid dsor:0.155
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.131
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.122
Maternal Procedure History:87880-postPregnancy:0.120
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.115
Maternal Lab History: GFR Calculation-otherPregnancy:0.100
Maternal Lab History: GFR in African American-otherPregnancy:0.099
Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs2:Septicemia:1.000
Maternal Lab History: LIPASE-postPregnancy:-0.293
Maternal Lab History: FREE T-4-otherPregnancy:0.293
Maternal Lab History: AMYLASE-postPregnancy:-0.279
Maternal Lab History: LDL-otherPregnancy:-0.262
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.240
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.168
Diagnosis:9ccs246:FUO:0.166
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.161
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.148
Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.148
Maternal Lab History: PTT-otherPregnancy:0.144
Maternal Lab History: INR-otherPregnancy:0.137
Maternal Procedure History:93005-otherPregnancy:0.134
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.134
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.116
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.116
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.113
Diagnosis:9ccs122:Pneumonia:0.109
Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087
Newborn Diagnosis:9ccs224:Ot perint dx:-0.080
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Diagnosis:9ccs76:Meningitis:0.071
Diagnosis:9ccs92:Otitis media:0.069
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.069
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.064
Maternal Lab History: HERPES II IgG-postPregnancy:0.063
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.062
Maternal Lab History: 3 HOUR-otherPregnancy:0.061
Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.144
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.144
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.125
Maternal Lab History: AFP-otherPregnancy:0.106
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.104
Maternal Lab History: WEIGHT-postPregnancy:0.097
Maternal Procedure History:86703-postPregnancy:0.097
Diagnosis:9ccs2603:E Codes: Fall:-0.093
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.092
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.091
Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.509
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:1.000
Diagnosis:9ccs243:Poisn nonmed:-0.102
Diagnosis:9ccs217:Ot cong anom:0.085
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.069
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.069
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.063
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.063
Maternal Diagnosis:9ccs183:HTN in preg:0.063
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.062
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.061
Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:-0.097
Diagnosis:9ccs0:No DX:-0.086
Diagnosis:9ccs136:Teeth dx:-0.072
Diagnosis:9ccs94:Other ear dx:-0.064
Diagnosis:9ccs134:Ot uppr resp:-0.064
Diagnosis:9ccs197:Skin infectn:-0.061
Lab:306617 OCCULT BLOOD TEST (FECAL):0.058
Diagnosis:9ccs76:Meningitis:-0.054
Diagnosis:9ccs153:GI hemorrhag:0.054
Diagnosis:9ccs256:Exam/eval:-0.048
* Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.503
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Diagnosis:9ccs219:Low birth wt:-0.264
Maternal Diagnosis:9ccs159:UTI:-0.194
Diagnosis:9ccs59:Anemia:-0.135
Maternal Diagnosis:9ccs184:Early labor:-0.134
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:-0.105
Newborn Diagnosis:9ccs256:Exam/eval:-0.105
Newborn Diagnosis:9ccs219:Low birth wt:-0.095
Diagnosis:9ccs153:GI hemorrhag:-0.095
Diagnosis:9ccs147:Anal/rectal:0.094
Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: MPV-postPregnancy:0.101
Maternal Lab History: Alk Phos-postPregnancy:0.090
Maternal Lab History: PTT-otherPregnancy:-0.079
Maternal Lab History: POTASSIUM-postPregnancy:0.079
Maternal Lab History: INR-postPregnancy:-0.077
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.076
Maternal Lab History: TP VOLUME-otherPregnancy:0.072
Maternal Lab History: 2 HOUR-otherPregnancy:-0.070
Maternal Lab History: AST-otherPregnancy:0.070
Newborn Diagnosis:9ccs0:No DX:0.069
Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:1.000
Diagnosis:9ccs95:Oth nerv dx:0.156
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.143
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.133
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.121
Maternal Lab History: APTT-postPregnancy:0.116
Diagnosis:9ccs83:Epilepsy/cnv:0.115
Diagnosis:9ccs59:Anemia:0.108
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.103
Diagnosis:9ccs62:Coag/hemr dx:0.097
Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.265
Maternal Lab History: A/G-postPregnancy:-0.252
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.216
Maternal Procedure History:90656-postPregnancy:-0.208
Maternal Lab History: GLOBULIN-postPregnancy:0.185
Maternal Procedure History:99000-postPregnancy:-0.130
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.128
Maternal Lab History: URINE SUGAR-otherPregnancy:0.127
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.118
Maternal Procedure History:99401-postPregnancy:-0.117
Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.492
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.085
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.073
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.071
Diagnosis:9ccs59:Anemia:-0.070
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.069
Maternal Diagnosis:9ccs155:Other GI dx:0.066
Maternal Procedure History:59430-postPregnancy:-0.066
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.066
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.065
Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.502
Correlated most with:
Maternal Procedure History:J7302-postPregnancy:0.145
Maternal Lab History: IRON-postPregnancy:-0.143
Maternal Lab History: UIBC-postPregnancy:0.134
Maternal Lab History: FERRITIN-otherPregnancy:-0.115
Diagnosis:9ccs92:Otitis media:-0.114
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.110
Number of Visits:-0.107
Diagnosis:9ccs257:Ot aftercare:-0.091
Diagnosis:9ccs125:Bronchitis:-0.090
Maternal Lab History: APF MoM-otherPregnancy:-0.088
Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs140:Gastritis:1.000
Maternal Procedure History:90472-postPregnancy:0.146
Maternal Lab History: MONOCYTE-postPregnancy:0.139
Diagnosis:9ccs153:GI hemorrhag:0.113
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.100
Diagnosis:9ccs213:Cardiac anom:0.098
Maternal Lab History: BICARBONATE-postPregnancy:-0.095
Newborn Diagnosis:9ccs95:Oth nerv dx:0.093
Maternal Procedure History:90649-postPregnancy:0.091
Maternal Procedure History:90471-postPregnancy:0.085
Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs55:Fluid/elc dx:1.000
Maternal Procedure History:97110-postPregnancy:0.194
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.180
Maternal Procedure History:97001-postPregnancy:0.174
Maternal Procedure History:96372-postPregnancy:0.168
Maternal Lab History: URINE CULTURE-postPregnancy:0.140
Newborn Diagnosis:9ccs213:Cardiac anom:0.136
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.132
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.126
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.116
Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Lab:297262 HEMOGLOBIN (HEMOCUE):0.083
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.082
Maternal Diagnosis:9ccs185:Long pregncy:0.081
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.074
Diagnosis:9ccs75:Hx mental dx:0.073
Maternal Diagnosis:9ccs184:Early labor:-0.071
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.070
Diagnosis:9ccs2603:E Codes: Fall:0.070
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.069
Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: PAPP-A-postPregnancy:-0.108
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.102
Maternal Lab History: APTT-postPregnancy:-0.092
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.091
Maternal Lab History: A/G-otherPregnancy:-0.084
Maternal Lab History: PAPP-A-otherPregnancy:-0.084
Diagnosis:9ccs213:Cardiac anom:0.082
Diagnosis:9ccs154:Gastroent:-0.079
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.077
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.076
Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs242:Poisn ot med:1.000
Maternal Procedure History:90801-postPregnancy:0.290
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.173
Maternal Lab History: GAMMA GT-postPregnancy:0.155
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.153
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.151
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.147
Maternal Lab History: FREE T3-postPregnancy:0.147
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.141
Maternal Lab History: UIBC-postPregnancy:-0.139
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.063
Diagnosis:9ccs259:Unclassified:0.056
Diagnosis:9ccs217:Ot cong anom:0.049
Diagnosis:9ccs256:Exam/eval:0.048
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.046
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046
Diagnosis:9ccs95:Oth nerv dx:0.045
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.043
Newborn Diagnosis:9ccs215:gu cong anom:0.043
Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs223:Birth trauma:1.000
Newborn Diagnosis:9ccs223:Birth trauma:0.273
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.196
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.190
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.189
Maternal Diagnosis:9ccs188:Pelvic obstr:0.152
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.148
Diagnosis:9ccs89:Blindness:0.109
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.087
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.084
Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs64:Ot hematl dx:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.214
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.154
Diagnosis:9ccs2603:E Codes: Fall:0.128
Diagnosis:10ccs58:Ot nutrit dx:0.123
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.120
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.120
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.115
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.101
Maternal Lab History: MONOS-otherPregnancy:0.101
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Diagnosis:9ccs154:Gastroent:0.209
Diagnosis:9ccs140:Gastritis:0.113
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.100
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.100
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.099
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.099
Maternal Lab History: hCG MoM-otherPregnancy:0.096
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.092
Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.136
Maternal Lab History: COLONY COUNT-postPregnancy:0.127
Maternal Lab History: NT MoM-otherPregnancy:-0.123
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.117
Maternal Lab History: HCG-otherPregnancy:-0.117
Maternal Lab History: INHMOM-postPregnancy:-0.116
Maternal Lab History: APF MoM-otherPregnancy:-0.115
Maternal Diagnosis:9ccs185:Long pregncy:0.114
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.114
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.114
Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.492
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.278
Newborn Diagnosis:9ccs219:Low birth wt:-0.277
Diagnosis:9ccs219:Low birth wt:-0.224
Maternal Diagnosis:9ccs185:Long pregncy:0.192
Lab:297262 HEMOGLOBIN (HEMOCUE):0.123
Newborn Diagnosis:9ccs222:Perint jaund:-0.113
Maternal Diagnosis:9ccs190:Fetal distrs:0.108
Maternal Lab History: HERPES I IgG-postPregnancy:-0.105
Diagnosis:9ccs205:Back problem:-0.092
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs75:Hx mental dx:1.000
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.138
Maternal Lab History: ALT-otherPregnancy:0.132
Diagnosis:9ccs113:Late eff CVD:0.127
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.115
Maternal Procedure History:96372-postPregnancy:0.111
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.090
Maternal Procedure History:97110-postPregnancy:-0.089
Maternal Procedure History:76830-postPregnancy:0.085
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.081
Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.363
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.355
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.207
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.189
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.174
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.172
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.169
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.169
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.164
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Procedure History:96372-otherPregnancy:0.294
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.236
Diagnosis:9ccs250:Nausea/vomit:0.179
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.131
Maternal Lab History: BETA HCG FREE-postPregnancy:0.125
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.095
Diagnosis:9ccs251:Abdomnl pain:0.090
Diagnosis:9ccs138:Esophgeal dx:0.088
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.085
Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs205:Back problem:1.000
Maternal Diagnosis:9ccs6:Hepatitis:0.100
Lab:294203 BILIRUBIN TOTAL - LMC:0.095
Maternal Procedure History:90746-postPregnancy:-0.092
Maternal Diagnosis:9ccs191:Amnios dx:0.086
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.083
Diagnosis:9ccs251:Abdomnl pain:0.082
Diagnosis:9ccs133:Oth low resp:0.080
Diagnosis:9ccs224:Ot perint dx:0.077
Diagnosis:9ccs161:Ot dx kidney:0.075
Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs128:Asthma:0.105
Maternal Lab History: ESTRIOL-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
MatDeliveryAge:-0.077
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.074
Maternal Diagnosis:9ccs190:Fetal distrs:0.073
Diagnosis:9ccs95:Oth nerv dx:-0.071
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.070
Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Lab:297275 STREP RAPID TEST (POCT):1.000
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.241
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.220
Maternal Lab History: URINE KETONES-postPregnancy:0.215
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.180
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.156
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.150
Diagnosis:9ccs3:Oth bact inf:0.138
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.108
Diagnosis:9ccs76:Meningitis:0.106
Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs240:Burns:1.000
Maternal Lab History: MONOCYTE-otherPregnancy:0.167
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.139
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.139
Maternal Lab History: MONOS-otherPregnancy:0.126
Diagnosis:9ccs243:Poisn nonmed:0.124
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.119
Maternal Procedure History:90472-postPregnancy:0.115
Maternal Procedure History:81025-otherPregnancy:0.111
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.108
Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: Alk Phos-postPregnancy:-0.096
Maternal Lab History: APF MoM-otherPregnancy:-0.079
Maternal Diagnosis:9ccs183:HTN in preg:-0.077
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.073
Diagnosis:9ccs58:Ot nutrit dx:-0.072
Maternal Procedure History:99401-postPregnancy:-0.072
Maternal Lab History: INHMOM-postPregnancy:-0.072
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.071
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.070
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.070
Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:1.000
Diagnosis:9ccs96:Hrt valve dx:0.228
Diagnosis:9ccs213:Cardiac anom:0.225
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.204
Newborn Diagnosis:9ccs253:Allergy:0.164
Maternal Lab History: FREE T-4-otherPregnancy:-0.119
Newborn Diagnosis:9ccs213:Cardiac anom:0.107
Maternal Lab History: FREE T3-postPregnancy:-0.101
Newborn Diagnosis:9ccs191:Amnios dx:0.095
Diagnosis:9ccs47:Ot bnign neo:0.093
MatDeliveryAge : 0.0278459230545
Vital : 0.719192539044
Number of Visits : 0.0243659488247
Diagnosis : 0.0517527744723
Census : 0.170839245976
Newborn Diagnosis : 0.00563705831607
Lab : 0.000366510312959
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_index_min_5_no_wt_bmi
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_results_min_5_no_wt_bmi
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_models_min_5_no_wt_bmi.pkl
-----------------------------------------------------
boys min_5 no_wt_bmi gradientboost
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.682, R^2 test: -0.057
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: -0.082
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.817, R^2 test: -0.101
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.977, Explained Variance Score Train: 0.755
AUC Validation: 0.708, Explained Variance Score Validation: 0.133
AUC Test: 0.548, Explained Variance Score Test: -0.052
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.750, R^2 test: -0.071
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: -0.083
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: -0.075
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.967, Explained Variance Score Train: 0.760
AUC Validation: 0.562, Explained Variance Score Validation: -0.008
AUC Test: 0.451, Explained Variance Score Test: -0.061
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.648, R^2 test: -0.045
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: -0.033
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.839, R^2 test: -0.036
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.949, Explained Variance Score Train: 0.560
AUC Validation: 0.562, Explained Variance Score Validation: 0.020
AUC Test: 0.591, Explained Variance Score Test: 0.020
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.608, R^2 test: -0.068
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: -0.090
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: -0.104
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.975, Explained Variance Score Train: 0.693
AUC Validation: 0.464, Explained Variance Score Validation: -0.108
AUC Test: 0.532, Explained Variance Score Test: -0.076
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: -0.037
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: -0.069
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: -0.037
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.984, Explained Variance Score Train: 0.751
AUC Validation: 0.515, Explained Variance Score Validation: 0.014
AUC Test: 0.526, Explained Variance Score Test: -0.054
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.727, R^2 test: -0.013
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.000
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: -0.014
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.981, Explained Variance Score Train: 0.811
AUC Validation: 0.409, Explained Variance Score Validation: -0.170
AUC Test: 0.591, Explained Variance Score Test: -0.028
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.794, R^2 test: -0.060
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.795, R^2 test: -0.062
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: -0.118
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.986, Explained Variance Score Train: 0.817
AUC Validation: 0.639, Explained Variance Score Validation: -0.029
AUC Test: 0.598, Explained Variance Score Test: -0.035
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.698, R^2 test: -0.026
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: -0.064
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: -0.022
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.970, Explained Variance Score Train: 0.715
AUC Validation: 0.569, Explained Variance Score Validation: -0.018
AUC Test: 0.584, Explained Variance Score Test: -0.012
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.654, R^2 test: -0.087
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.645, R^2 test: -0.093
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.697, R^2 test: -0.078
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.988, Explained Variance Score Train: 0.743
AUC Validation: 0.468, Explained Variance Score Validation: -0.093
AUC Test: 0.488, Explained Variance Score Test: -0.089
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.771, R^2 test: -0.040
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: -0.034
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.922, R^2 test: -0.022
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.999, Explained Variance Score Train: 0.907
AUC Validation: 0.648, Explained Variance Score Validation: 0.011
AUC Test: 0.569, Explained Variance Score Test: -0.011
total variables 252 and total subjects: 1751
->AUC validation: 0.554 95% CI: [0.500 , 0.609]
->AUC test: 0.548 95% CI: [0.519 , 0.577]
->Explained Variance (R2) validation: -0.025 95% CI: [-0.074 , 0.024]
->Explained Variance (R2) test: -0.040 95% CI: [-0.059 , -0.020]
Test set metrics:
@threshold:2.281, sens:0.000, spec:1.000, ppv:0.000, acc:0.777, f1:0.000, total+:0, total-:350
@threshold:1.281, sens:0.000, spec:1.000, ppv:0.000, acc:0.777, f1:0.000, total+:0, total-:350
@threshold:0.974, sens:0.000, spec:0.996, ppv:0.000, acc:0.774, f1:0.000, total+:1, total-:349
@threshold:0.913, sens:0.000, spec:0.993, ppv:0.000, acc:0.771, f1:0.000, total+:2, total-:348
@threshold:0.875, sens:0.013, spec:0.989, ppv:0.250, acc:0.771, f1:0.024, total+:4, total-:346
@threshold:0.862, sens:0.013, spec:0.985, ppv:0.200, acc:0.769, f1:0.024, total+:5, total-:345
@threshold:0.805, sens:0.026, spec:0.985, ppv:0.333, acc:0.771, f1:0.048, total+:6, total-:344
@threshold:0.804, sens:0.026, spec:0.982, ppv:0.286, acc:0.769, f1:0.047, total+:7, total-:343
@threshold:0.729, sens:0.038, spec:0.982, ppv:0.375, acc:0.771, f1:0.070, total+:8, total-:342
@threshold:0.727, sens:0.038, spec:0.978, ppv:0.333, acc:0.769, f1:0.069, total+:9, total-:341
@threshold:0.581, sens:0.051, spec:0.967, ppv:0.308, acc:0.763, f1:0.088, total+:13, total-:337
@threshold:0.564, sens:0.051, spec:0.963, ppv:0.286, acc:0.760, f1:0.087, total+:14, total-:336
@threshold:0.513, sens:0.064, spec:0.952, ppv:0.278, acc:0.754, f1:0.104, total+:18, total-:332
@threshold:0.509, sens:0.064, spec:0.949, ppv:0.263, acc:0.751, f1:0.103, total+:19, total-:331
@threshold:0.500, sens:0.077, spec:0.949, ppv:0.300, acc:0.754, f1:0.122, total+:20, total-:330
@threshold:0.492, sens:0.077, spec:0.945, ppv:0.286, acc:0.751, f1:0.121, total+:21, total-:329
@threshold:0.475, sens:0.090, spec:0.941, ppv:0.304, acc:0.751, f1:0.139, total+:23, total-:327
@threshold:0.466, sens:0.103, spec:0.938, ppv:0.320, acc:0.751, f1:0.155, total+:25, total-:325
@threshold:0.464, sens:0.115, spec:0.938, ppv:0.346, acc:0.754, f1:0.173, total+:26, total-:324
@threshold:0.455, sens:0.115, spec:0.934, ppv:0.333, acc:0.751, f1:0.171, total+:27, total-:323
@threshold:0.436, sens:0.128, spec:0.934, ppv:0.357, acc:0.754, f1:0.189, total+:28, total-:322
@threshold:0.411, sens:0.141, spec:0.930, ppv:0.367, acc:0.754, f1:0.204, total+:30, total-:320
@threshold:0.397, sens:0.154, spec:0.919, ppv:0.353, acc:0.749, f1:0.214, total+:34, total-:316
@threshold:0.394, sens:0.154, spec:0.915, ppv:0.343, acc:0.746, f1:0.212, total+:35, total-:315
@threshold:0.384, sens:0.167, spec:0.915, ppv:0.361, acc:0.749, f1:0.228, total+:36, total-:314
@threshold:0.384, sens:0.167, spec:0.912, ppv:0.351, acc:0.746, f1:0.226, total+:37, total-:313
@threshold:0.360, sens:0.179, spec:0.890, ppv:0.318, acc:0.731, f1:0.230, total+:44, total-:306
@threshold:0.357, sens:0.179, spec:0.886, ppv:0.311, acc:0.729, f1:0.228, total+:45, total-:305
@threshold:0.356, sens:0.192, spec:0.886, ppv:0.326, acc:0.731, f1:0.242, total+:46, total-:304
@threshold:0.352, sens:0.192, spec:0.882, ppv:0.319, acc:0.729, f1:0.240, total+:47, total-:303
@threshold:0.343, sens:0.205, spec:0.882, ppv:0.333, acc:0.731, f1:0.254, total+:48, total-:302
@threshold:0.339, sens:0.205, spec:0.879, ppv:0.327, acc:0.729, f1:0.252, total+:49, total-:301
@threshold:0.329, sens:0.218, spec:0.875, ppv:0.333, acc:0.729, f1:0.264, total+:51, total-:299
@threshold:0.309, sens:0.218, spec:0.871, ppv:0.327, acc:0.726, f1:0.262, total+:52, total-:298
@threshold:0.309, sens:0.231, spec:0.871, ppv:0.340, acc:0.729, f1:0.275, total+:53, total-:297
@threshold:0.303, sens:0.244, spec:0.868, ppv:0.345, acc:0.729, f1:0.286, total+:55, total-:295
@threshold:0.300, sens:0.256, spec:0.868, ppv:0.357, acc:0.731, f1:0.299, total+:56, total-:294
@threshold:0.299, sens:0.256, spec:0.864, ppv:0.351, acc:0.729, f1:0.296, total+:57, total-:293
@threshold:0.275, sens:0.269, spec:0.838, ppv:0.323, acc:0.711, f1:0.294, total+:65, total-:285
@threshold:0.275, sens:0.269, spec:0.835, ppv:0.318, acc:0.709, f1:0.292, total+:66, total-:284
@threshold:0.269, sens:0.282, spec:0.824, ppv:0.314, acc:0.703, f1:0.297, total+:70, total-:280
@threshold:0.268, sens:0.282, spec:0.820, ppv:0.310, acc:0.700, f1:0.295, total+:71, total-:279
@threshold:0.259, sens:0.295, spec:0.816, ppv:0.315, acc:0.700, f1:0.305, total+:73, total-:277
@threshold:0.259, sens:0.295, spec:0.812, ppv:0.311, acc:0.697, f1:0.303, total+:74, total-:276
@threshold:0.258, sens:0.308, spec:0.812, ppv:0.320, acc:0.700, f1:0.314, total+:75, total-:275
@threshold:0.254, sens:0.308, spec:0.809, ppv:0.316, acc:0.697, f1:0.312, total+:76, total-:274
@threshold:0.254, sens:0.321, spec:0.805, ppv:0.321, acc:0.697, f1:0.321, total+:78, total-:272
@threshold:0.246, sens:0.346, spec:0.801, ppv:0.333, acc:0.700, f1:0.340, total+:81, total-:269
@threshold:0.243, sens:0.359, spec:0.794, ppv:0.333, acc:0.697, f1:0.346, total+:84, total-:266
@threshold:0.241, sens:0.359, spec:0.790, ppv:0.329, acc:0.694, f1:0.344, total+:85, total-:265
@threshold:0.225, sens:0.372, spec:0.779, ppv:0.326, acc:0.689, f1:0.347, total+:89, total-:261
@threshold:0.221, sens:0.372, spec:0.776, ppv:0.322, acc:0.686, f1:0.345, total+:90, total-:260
@threshold:0.183, sens:0.385, spec:0.754, ppv:0.309, acc:0.671, f1:0.343, total+:97, total-:253
@threshold:0.179, sens:0.397, spec:0.750, ppv:0.313, acc:0.671, f1:0.350, total+:99, total-:251
@threshold:0.176, sens:0.410, spec:0.750, ppv:0.320, acc:0.674, f1:0.360, total+:100, total-:250
@threshold:0.172, sens:0.410, spec:0.746, ppv:0.317, acc:0.671, f1:0.358, total+:101, total-:249
@threshold:0.138, sens:0.423, spec:0.717, ppv:0.300, acc:0.651, f1:0.351, total+:110, total-:240
@threshold:0.132, sens:0.423, spec:0.713, ppv:0.297, acc:0.649, f1:0.349, total+:111, total-:239
@threshold:0.123, sens:0.436, spec:0.710, ppv:0.301, acc:0.649, f1:0.356, total+:113, total-:237
@threshold:0.122, sens:0.436, spec:0.706, ppv:0.298, acc:0.646, f1:0.354, total+:114, total-:236
@threshold:0.120, sens:0.449, spec:0.702, ppv:0.302, acc:0.646, f1:0.361, total+:116, total-:234
@threshold:0.119, sens:0.449, spec:0.699, ppv:0.299, acc:0.643, f1:0.359, total+:117, total-:233
@threshold:0.066, sens:0.462, spec:0.643, ppv:0.271, acc:0.603, f1:0.341, total+:133, total-:217
@threshold:0.065, sens:0.462, spec:0.640, ppv:0.269, acc:0.600, f1:0.340, total+:134, total-:216
@threshold:0.051, sens:0.474, spec:0.625, ppv:0.266, acc:0.591, f1:0.341, total+:139, total-:211
@threshold:0.050, sens:0.474, spec:0.621, ppv:0.264, acc:0.589, f1:0.339, total+:140, total-:210
@threshold:0.048, sens:0.487, spec:0.621, ppv:0.270, acc:0.591, f1:0.347, total+:141, total-:209
@threshold:0.046, sens:0.487, spec:0.618, ppv:0.268, acc:0.589, f1:0.345, total+:142, total-:208
@threshold:0.026, sens:0.500, spec:0.592, ppv:0.260, acc:0.571, f1:0.342, total+:150, total-:200
@threshold:0.020, sens:0.513, spec:0.588, ppv:0.263, acc:0.571, f1:0.348, total+:152, total-:198
@threshold:0.012, sens:0.526, spec:0.588, ppv:0.268, acc:0.574, f1:0.355, total+:153, total-:197
@threshold:0.009, sens:0.526, spec:0.585, ppv:0.266, acc:0.571, f1:0.353, total+:154, total-:196
@threshold:0.002, sens:0.538, spec:0.585, ppv:0.271, acc:0.574, f1:0.361, total+:155, total-:195
@threshold:-0.006, sens:0.538, spec:0.581, ppv:0.269, acc:0.571, f1:0.359, total+:156, total-:194
@threshold:-0.013, sens:0.551, spec:0.562, ppv:0.265, acc:0.560, f1:0.358, total+:162, total-:188
@threshold:-0.015, sens:0.551, spec:0.559, ppv:0.264, acc:0.557, f1:0.357, total+:163, total-:187
@threshold:-0.026, sens:0.564, spec:0.548, ppv:0.263, acc:0.551, f1:0.359, total+:167, total-:183
@threshold:-0.027, sens:0.564, spec:0.544, ppv:0.262, acc:0.549, f1:0.358, total+:168, total-:182
@threshold:-0.032, sens:0.577, spec:0.533, ppv:0.262, acc:0.543, f1:0.360, total+:172, total-:178
@threshold:-0.032, sens:0.577, spec:0.529, ppv:0.260, acc:0.540, f1:0.359, total+:173, total-:177
@threshold:-0.058, sens:0.590, spec:0.504, ppv:0.254, acc:0.523, f1:0.355, total+:181, total-:169
@threshold:-0.060, sens:0.590, spec:0.500, ppv:0.253, acc:0.520, f1:0.354, total+:182, total-:168
@threshold:-0.065, sens:0.603, spec:0.500, ppv:0.257, acc:0.523, f1:0.360, total+:183, total-:167
@threshold:-0.068, sens:0.603, spec:0.496, ppv:0.255, acc:0.520, f1:0.359, total+:184, total-:166
@threshold:-0.078, sens:0.615, spec:0.489, ppv:0.257, acc:0.517, f1:0.362, total+:187, total-:163
@threshold:-0.081, sens:0.628, spec:0.485, ppv:0.259, acc:0.517, f1:0.367, total+:189, total-:161
@threshold:-0.099, sens:0.641, spec:0.474, ppv:0.259, acc:0.511, f1:0.369, total+:193, total-:157
@threshold:-0.102, sens:0.641, spec:0.471, ppv:0.258, acc:0.509, f1:0.368, total+:194, total-:156
@threshold:-0.113, sens:0.654, spec:0.456, ppv:0.256, acc:0.500, f1:0.368, total+:199, total-:151
@threshold:-0.118, sens:0.667, spec:0.452, ppv:0.259, acc:0.500, f1:0.373, total+:201, total-:149
@threshold:-0.122, sens:0.679, spec:0.441, ppv:0.259, acc:0.494, f1:0.375, total+:205, total-:145
@threshold:-0.123, sens:0.692, spec:0.438, ppv:0.261, acc:0.494, f1:0.379, total+:207, total-:143
@threshold:-0.141, sens:0.705, spec:0.393, ppv:0.250, acc:0.463, f1:0.369, total+:220, total-:130
@threshold:-0.142, sens:0.705, spec:0.390, ppv:0.249, acc:0.460, f1:0.368, total+:221, total-:129
@threshold:-0.149, sens:0.718, spec:0.375, ppv:0.248, acc:0.451, f1:0.368, total+:226, total-:124
@threshold:-0.159, sens:0.718, spec:0.371, ppv:0.247, acc:0.449, f1:0.367, total+:227, total-:123
@threshold:-0.178, sens:0.731, spec:0.335, ppv:0.239, acc:0.423, f1:0.361, total+:238, total-:112
@threshold:-0.179, sens:0.731, spec:0.331, ppv:0.238, acc:0.420, f1:0.360, total+:239, total-:111
@threshold:-0.188, sens:0.744, spec:0.320, ppv:0.239, acc:0.414, f1:0.361, total+:243, total-:107
@threshold:-0.194, sens:0.756, spec:0.316, ppv:0.241, acc:0.414, f1:0.365, total+:245, total-:105
@threshold:-0.197, sens:0.769, spec:0.309, ppv:0.242, acc:0.411, f1:0.368, total+:248, total-:102
@threshold:-0.198, sens:0.769, spec:0.305, ppv:0.241, acc:0.409, f1:0.367, total+:249, total-:101
@threshold:-0.206, sens:0.782, spec:0.294, ppv:0.241, acc:0.403, f1:0.369, total+:253, total-:97
@threshold:-0.207, sens:0.782, spec:0.290, ppv:0.240, acc:0.400, f1:0.367, total+:254, total-:96
@threshold:-0.210, sens:0.795, spec:0.290, ppv:0.243, acc:0.403, f1:0.372, total+:255, total-:95
@threshold:-0.211, sens:0.795, spec:0.287, ppv:0.242, acc:0.400, f1:0.371, total+:256, total-:94
@threshold:-0.219, sens:0.808, spec:0.272, ppv:0.241, acc:0.391, f1:0.372, total+:261, total-:89
@threshold:-0.226, sens:0.821, spec:0.268, ppv:0.243, acc:0.391, f1:0.375, total+:263, total-:87
@threshold:-0.227, sens:0.833, spec:0.268, ppv:0.246, acc:0.394, f1:0.380, total+:264, total-:86
@threshold:-0.229, sens:0.833, spec:0.265, ppv:0.245, acc:0.391, f1:0.379, total+:265, total-:85
@threshold:-0.237, sens:0.846, spec:0.261, ppv:0.247, acc:0.391, f1:0.383, total+:267, total-:83
@threshold:-0.237, sens:0.846, spec:0.257, ppv:0.246, acc:0.389, f1:0.382, total+:268, total-:82
@threshold:-0.246, sens:0.859, spec:0.243, ppv:0.245, acc:0.380, f1:0.382, total+:273, total-:77
@threshold:-0.249, sens:0.859, spec:0.239, ppv:0.245, acc:0.377, f1:0.381, total+:274, total-:76
@threshold:-0.268, sens:0.872, spec:0.217, ppv:0.242, acc:0.363, f1:0.379, total+:281, total-:69
@threshold:-0.276, sens:0.872, spec:0.213, ppv:0.241, acc:0.360, f1:0.378, total+:282, total-:68
@threshold:-0.305, sens:0.885, spec:0.180, ppv:0.236, acc:0.337, f1:0.373, total+:292, total-:58
@threshold:-0.306, sens:0.885, spec:0.176, ppv:0.235, acc:0.334, f1:0.372, total+:293, total-:57
@threshold:-0.328, sens:0.897, spec:0.143, ppv:0.231, acc:0.311, f1:0.367, total+:303, total-:47
@threshold:-0.328, sens:0.897, spec:0.140, ppv:0.230, acc:0.309, f1:0.366, total+:304, total-:46
@threshold:-0.333, sens:0.910, spec:0.129, ppv:0.231, acc:0.303, f1:0.368, total+:308, total-:42
@threshold:-0.340, sens:0.910, spec:0.125, ppv:0.230, acc:0.300, f1:0.367, total+:309, total-:41
@threshold:-0.346, sens:0.923, spec:0.125, ppv:0.232, acc:0.303, f1:0.371, total+:310, total-:40
@threshold:-0.347, sens:0.923, spec:0.121, ppv:0.232, acc:0.300, f1:0.370, total+:311, total-:39
@threshold:-0.375, sens:0.936, spec:0.088, ppv:0.227, acc:0.277, f1:0.366, total+:321, total-:29
@threshold:-0.376, sens:0.936, spec:0.085, ppv:0.227, acc:0.274, f1:0.365, total+:322, total-:28
@threshold:-0.377, sens:0.949, spec:0.085, ppv:0.229, acc:0.277, f1:0.369, total+:323, total-:27
@threshold:-0.383, sens:0.949, spec:0.081, ppv:0.228, acc:0.274, f1:0.368, total+:324, total-:26
@threshold:-0.383, sens:0.962, spec:0.081, ppv:0.231, acc:0.277, f1:0.372, total+:325, total-:25
@threshold:-0.386, sens:0.962, spec:0.077, ppv:0.230, acc:0.274, f1:0.371, total+:326, total-:24
@threshold:-0.419, sens:0.974, spec:0.059, ppv:0.229, acc:0.263, f1:0.371, total+:332, total-:18
@threshold:-0.421, sens:0.974, spec:0.055, ppv:0.228, acc:0.260, f1:0.370, total+:333, total-:17
@threshold:-0.677, sens:0.987, spec:0.011, ppv:0.223, acc:0.229, f1:0.363, total+:346, total-:4
@threshold:-0.698, sens:0.987, spec:0.007, ppv:0.222, acc:0.226, f1:0.362, total+:347, total-:3
@threshold:-1.021, sens:1.000, spec:0.004, ppv:0.223, acc:0.226, f1:0.365, total+:349, total-:1
MatDeliveryAge | coef 0.025 95% CI: [0.003 , 0.047] | OR_adj 1.026 [1.003 1.048] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.435
Correlated most with:
Maternal Lab History: NT MoM-otherPregnancy:-0.093
Maternal Lab History: APF MoM-otherPregnancy:-0.091
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.090
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.087
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.085
Maternal Lab History: URINE CULTURE-postPregnancy:-0.082
Lab:292495 LEAD LEVEL - Sunrise:-0.080
Maternal Lab History: FERRITIN-otherPregnancy:-0.079
Maternal Lab History: HCG-otherPregnancy:-0.079
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.077
* Vital: Ht-avg0to1 | coef 0.018 95% CI: [0.010 , 0.026] | OR_adj 1.018 [1.010 1.026] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.546
Correlated most with:
Maternal Lab History: TP PERIOD-otherPregnancy:0.108
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.099
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.098
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.093
Maternal Lab History: GAMMA GT-otherPregnancy:0.086
Diagnosis:9ccs83:Epilepsy/cnv:0.083
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.083
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Lab History: PTT-otherPregnancy:-0.080
Diagnosis:9ccs154:Gastroent:-0.079
Vital: Temp-avg1to3 | coef 0.016 95% CI: [0.010 , 0.021] | OR_adj 1.016 [1.010 1.021] | occ: 1377 | OR_unadj: 1.065 [0.826 1.373] | indivs AUC:0.512
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.139
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.121
Maternal Lab History: NT MoM-otherPregnancy:-0.120
Maternal Lab History: HCG-otherPregnancy:-0.117
Maternal Lab History: COLONY COUNT-postPregnancy:0.115
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.110
Maternal Lab History: APF MoM-otherPregnancy:-0.107
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.099
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.099
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.098
Vital: Temp-latest | coef 0.015 95% CI: [0.007 , 0.024] | OR_adj 1.016 [1.007 1.024] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.347
Diagnosis:9ccs10:Immuniz/scrn:0.289
Diagnosis:9ccs92:Otitis media:0.280
Number of Visits:0.252
Diagnosis:9ccs7:Viral infect:0.183
Diagnosis:9ccs257:Ot aftercare:0.180
Diagnosis:9ccs135:Intest infct:0.160
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.146
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.145
Diagnosis:9ccs125:Bronchitis:0.140
* Vital: Ht-gain1to5 | coef 0.015 95% CI: [0.007 , 0.023] | OR_adj 1.015 [1.007 1.023] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.088
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs95:Oth nerv dx:-0.083
Maternal Lab History: APTT-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.077
Maternal Procedure History:S9470-postPregnancy:0.076
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.074
MatDeliveryAge:-0.073
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Vital: Ht-gain16to24 | coef 0.014 95% CI: [0.011 , 0.017] | OR_adj 1.014 [1.011 1.017] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.090
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Maternal Lab History: WBC-otherPregnancy:0.076
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.073
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.069
Newborn Diagnosis:9ccs191:Amnios dx:0.066
Maternal Lab History: CREATININE-postPregnancy:0.064
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.064
Maternal Lab History: RUBELLA-postPregnancy:0.063
Diagnosis:9ccs143:Abdom hernia:0.062
* Vital: HC-gain3to7 | coef 0.014 95% CI: [0.006 , 0.022] | OR_adj 1.014 [1.006 1.022] | occ: 1347 | OR_unadj: 1.370 [1.014 1.851] | indivs AUC:0.537
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.296
Diagnosis:9ccs255:Social admin:-0.264
Diagnosis:9ccs126:Ot up rsp in:-0.240
Diagnosis:9ccs7:Viral infect:-0.222
Diagnosis:9ccs257:Ot aftercare:-0.195
Diagnosis:9ccs92:Otitis media:-0.179
Number of Visits:-0.177
Diagnosis:9ccs125:Bronchitis:-0.138
Diagnosis:9ccs59:Anemia:-0.135
Diagnosis:9ccs135:Intest infct:-0.125
Vital: Temp-avg3to5 | coef 0.014 95% CI: [0.010 , 0.018] | OR_adj 1.014 [1.010 1.018] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.540
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.155
Maternal Diagnosis:9ccs184:Early labor:-0.147
Diagnosis:9ccs219:Low birth wt:-0.133
Diagnosis:9ccs64:Ot hematl dx:0.098
Maternal Lab History: MONOCYTE-otherPregnancy:0.092
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Lab History: PLATELET COUNT-postPregnancy:0.083
Maternal Lab History: ANION GAP-otherPregnancy:0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.080
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.076
* Vital: Ht-avg1to3 | coef 0.014 95% CI: [0.009 , 0.019] | OR_adj 1.014 [1.009 1.019] | occ: 1374 | OR_unadj: 1.477 [1.174 1.858] | indivs AUC:0.588
Correlated most with:
Maternal Lab History: BUN-otherPregnancy:-0.173
Newborn Diagnosis:9ccs253:Allergy:-0.170
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.129
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.118
Diagnosis:9ccs117:Ot circul dx:-0.101
Maternal Lab History: POTASSIUM-postPregnancy:-0.095
Maternal Lab History: ALBUMIN-otherPregnancy:-0.087
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.086
Diagnosis:9ccs213:Cardiac anom:-0.080
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.080
Vital: Ht-gain0to3 | coef 0.014 95% CI: [0.010 , 0.017] | OR_adj 1.014 [1.010 1.017] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.481
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:-0.141
Maternal Lab History: GFR Calculation-postPregnancy:-0.141
Diagnosis:9ccs92:Otitis media:-0.126
Diagnosis:9ccs125:Bronchitis:-0.100
Number of Visits:-0.100
Maternal Procedure History:90656-postPregnancy:0.100
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.089
Maternal Procedure History:J7302-postPregnancy:0.088
Maternal Lab History: APTT-postPregnancy:0.088
Diagnosis:9ccs166:Oth male gen:-0.085
Vital: HC-latest | coef 0.014 95% CI: [0.006 , 0.021] | OR_adj 1.014 [1.006 1.021] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:-0.085
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.075
Maternal Lab History: WBC-otherPregnancy:0.074
Maternal Lab History: IRON-postPregnancy:-0.073
Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs5:HIV infectn:-0.070
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.070
Maternal Lab History: FREE T-4-otherPregnancy:-0.069
Vital: HC-gain0to3 | coef 0.013 95% CI: [0.009 , 0.018] | OR_adj 1.014 [1.009 1.018] | occ: 1344 | OR_unadj: 1.162 [0.915 1.474] | indivs AUC:0.460
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.101
Diagnosis:9ccs117:Ot circul dx:-0.084
Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.080
Diagnosis:9ccs223:Birth trauma:0.077
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.076
Maternal Lab History: NT MoM-postPregnancy:-0.072
Maternal Diagnosis:9ccs184:Early labor:-0.071
Newborn Diagnosis:9ccs224:Ot perint dx:0.070
Newborn Diagnosis:9ccs253:Allergy:-0.068
Number of Visits | coef 0.013 95% CI: [0.009 , 0.018] | OR_adj 1.013 [1.009 1.018] | occ: 1743 | OR_unadj: 1.107 [0.879 1.394] | indivs AUC:0.465
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.130
Diagnosis:9ccs239:Superfic inj:-0.097
Diagnosis:9ccs125:Bronchitis:-0.097
Diagnosis:9ccs7:Viral infect:-0.097
Number of Visits:-0.094
Diagnosis:9ccs128:Asthma:-0.090
Diagnosis:9ccs257:Ot aftercare:-0.086
Diagnosis:9ccs126:Ot up rsp in:-0.086
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.085
Maternal Lab History: hCG MoM-postPregnancy:-0.085
Vital: Temp-avg10to13 | coef 0.013 95% CI: [0.011 , 0.015] | OR_adj 1.013 [1.011 1.015] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.486
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.187
Maternal Diagnosis:9ccs184:Early labor:-0.178
Maternal Diagnosis:9ccs185:Long pregncy:0.149
Diagnosis:9ccs219:Low birth wt:-0.140
Diagnosis:9ccs138:Esophgeal dx:-0.105
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: LIPASE-postPregnancy:0.099
Maternal Lab History: IRON-postPregnancy:-0.095
Newborn Diagnosis:9ccs253:Allergy:-0.093
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.089
Vital: Temp-avg7to10 | coef 0.013 95% CI: [0.008 , 0.017] | OR_adj 1.013 [1.008 1.018] | occ: 1385 | OR_unadj: 1.015 [0.714 1.445] | indivs AUC:0.480
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.190
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.166
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.158
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.145
Maternal Lab History: NEUTROPHIL-postPregnancy:0.138
Maternal Lab History: SODIUM-postPregnancy:-0.128
Maternal Diagnosis:9ccs0:No DX:-0.119
Maternal Lab History: 3 HOUR-otherPregnancy:-0.104
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.103
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.097
Vital: Ht Percentile-gain16to24 | coef 0.012 95% CI: [0.007 , 0.018] | OR_adj 1.013 [1.007 1.018] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.476
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:-0.103
Lab:297262 HEMOGLOBIN (HEMOCUE):0.093
Diagnosis:9ccs143:Abdom hernia:0.078
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.078
Newborn Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: MPV-postPregnancy:0.072
Maternal Lab History: CREATININE-postPregnancy:0.071
Maternal Diagnosis:9ccs238:Complic proc:0.070
MatDeliveryAge:0.068
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.068
Vital: Temp-avg0to1 | coef 0.012 95% CI: [0.009 , 0.016] | OR_adj 1.013 [1.009 1.016] | occ: 1328 | OR_unadj: 1.360 [0.970 1.906] | indivs AUC:0.550
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.087
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.068
Maternal Procedure History:58300-postPregnancy:-0.067
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.066
Diagnosis:9ccs124:Tonsillitis:-0.063
Diagnosis:9ccs127:COPD:-0.063
Diagnosis:9ccs96:Hrt valve dx:-0.062
Diagnosis:9ccs117:Ot circul dx:-0.061
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.060
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.058
Vital: Temp-avg19to24 | coef 0.012 95% CI: [0.009 , 0.016] | OR_adj 1.012 [1.009 1.016] | occ: 1411 | OR_unadj: 1.141 [0.859 1.515] | indivs AUC:0.514
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.104
Diagnosis:9ccs128:Asthma:0.087
Maternal Procedure History:S9470-postPregnancy:0.087
Diagnosis:9ccs125:Bronchitis:0.084
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: URINE PH-otherPregnancy:-0.077
Maternal Lab History: APTT-postPregnancy:-0.077
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.077
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.076
Diagnosis:9ccs95:Oth nerv dx:-0.073
Vital: BP-postPregnancy | coef 0.012 95% CI: [0.008 , 0.016] | OR_adj 1.012 [1.008 1.017] | occ: 581 | OR_unadj: 0.781 [0.558 1.093] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.123
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.113
Maternal Lab History: INHMOM-otherPregnancy:-0.110
Maternal Lab History: NT MoM-otherPregnancy:-0.102
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.101
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.098
Maternal Lab History: HCG-otherPregnancy:-0.095
Maternal Lab History: APTT-postPregnancy:0.093
Maternal Lab History: INHMOM-postPregnancy:-0.089
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.088
* Vital: Ht-latest | coef 0.012 95% CI: [0.007 , 0.016] | OR_adj 1.012 [1.008 1.017] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs257:Ot aftercare:0.193
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs10:Immuniz/scrn:0.188
Diagnosis:9ccs125:Bronchitis:0.168
Diagnosis:9ccs7:Viral infect:0.160
Number of Visits:0.139
Diagnosis:9ccs128:Asthma:0.128
Diagnosis:9ccs135:Intest infct:0.113
Diagnosis:9ccs90:Eye infectn:0.110
* Vital: HC-avg7to10 | coef 0.012 95% CI: [0.005 , 0.018] | OR_adj 1.012 [1.005 1.019] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.590
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Newborn Diagnosis:9ccs219:Low birth wt:-0.105
Diagnosis:9ccs219:Low birth wt:-0.099
Maternal Lab History: GLUCOSE-postPregnancy:0.097
Maternal Lab History: GFR in African American-postPregnancy:0.094
Maternal Lab History: GFR Calculation-postPregnancy:0.094
Maternal Diagnosis:9ccs184:Early labor:-0.092
Diagnosis:9ccs138:Esophgeal dx:-0.090
Maternal Lab History: MONOS-otherPregnancy:0.089
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Vital: HR-latest | coef 0.011 95% CI: [0.008 , 0.015] | OR_adj 1.011 [1.008 1.015] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.282
Diagnosis:9ccs92:Otitis media:0.237
Number of Visits:0.235
Diagnosis:9ccs10:Immuniz/scrn:0.219
Diagnosis:9ccs128:Asthma:0.149
Diagnosis:9ccs257:Ot aftercare:0.137
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs125:Bronchitis:0.134
Diagnosis:9ccs135:Intest infct:0.133
Diagnosis:9ccs122:Pneumonia:0.116
Vital: HC-gain10to16 | coef 0.011 95% CI: [0.008 , 0.014] | OR_adj 1.011 [1.008 1.015] | occ: 1231 | OR_unadj: 0.870 [0.694 1.091] | indivs AUC:0.464
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:0.107
Maternal Diagnosis:9ccs128:Asthma:-0.097
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.080
Diagnosis:9ccs122:Pneumonia:0.064
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.062
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.062
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.061
Newborn Diagnosis:9ccs94:Other ear dx:0.057
Newborn Diagnosis:9ccs224:Ot perint dx:0.052
Diagnosis:9ccs127:COPD:-0.052
Vital: HR-postPregnancy | coef 0.011 95% CI: [0.006 , 0.016] | OR_adj 1.011 [1.006 1.016] | occ: 489 | OR_unadj: 0.990 [0.709 1.381] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.086
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.081
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.080
Maternal Lab History: GAMMA GT-otherPregnancy:0.072
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.068
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.068
Maternal Lab History: LDH-postPregnancy:0.060
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.060
Maternal Diagnosis:9ccs183:HTN in preg:0.060
Maternal Lab History: URINE CULTURE-postPregnancy:0.060
Vital: HC-avg0to1 | coef 0.011 95% CI: [0.003 , 0.018] | OR_adj 1.011 [1.003 1.019] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.156
Diagnosis:9ccs257:Ot aftercare:-0.152
Number of Visits:-0.142
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.124
Diagnosis:9ccs126:Ot up rsp in:-0.121
Diagnosis:9ccs7:Viral infect:-0.112
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.110
Maternal Lab History: TP PERIOD-otherPregnancy:-0.108
Maternal Lab History: FERRITIN-otherPregnancy:-0.105
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.105
Vital: Ht-gain5to10 | coef 0.011 95% CI: [0.008 , 0.013] | OR_adj 1.011 [1.008 1.013] | occ: 1443 | OR_unadj: 1.120 [0.888 1.414] | indivs AUC:0.526
Correlated most with:
Maternal Lab History: IRON-postPregnancy:-0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Newborn Diagnosis:9ccs191:Amnios dx:0.083
Diagnosis:9ccs136:Teeth dx:-0.082
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.077
Diagnosis:9ccs155:Other GI dx:-0.075
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.073
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.071
Diagnosis:9ccs239:Superfic inj:-0.070
Diagnosis:9ccs143:Abdom hernia:0.069
* Vital: Ht Percentile-avg16to19 | coef 0.011 95% CI: [0.005 , 0.016] | OR_adj 1.011 [1.005 1.016] | occ: 747 | OR_unadj: 1.399 [1.073 1.825] | indivs AUC:0.549
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.121
Maternal Diagnosis:9ccs185:Long pregncy:0.115
Newborn Diagnosis:9ccs219:Low birth wt:-0.110
Diagnosis:9ccs138:Esophgeal dx:-0.100
Diagnosis:9ccs219:Low birth wt:-0.090
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.084
Diagnosis:9ccs95:Oth nerv dx:-0.084
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:-0.081
Diagnosis:9ccs128:Asthma:0.080
Maternal Procedure History:S9470-postPregnancy:0.077
* Vital: Ht-avg3to5 | coef 0.011 95% CI: [0.005 , 0.016] | OR_adj 1.011 [1.005 1.016] | occ: 1321 | OR_unadj: 1.312 [1.007 1.711] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.159
Diagnosis:9ccs255:Social admin:-0.118
Diagnosis:9ccs95:Oth nerv dx:-0.116
Diagnosis:9ccs76:Meningitis:-0.098
Diagnosis:9ccs7:Viral infect:-0.093
Diagnosis:9ccs166:Oth male gen:-0.083
Diagnosis:9ccs198:Ot infl skin:-0.076
Diagnosis:9ccs257:Ot aftercare:-0.074
Diagnosis:9ccs125:Bronchitis:-0.071
Diagnosis:9ccs128:Asthma:-0.068
* Vital: Ht-postPregnancy | coef 0.010 95% CI: [0.006 , 0.015] | OR_adj 1.010 [1.006 1.015] | occ: 482 | OR_unadj: 0.662 [0.460 0.953] | indivs AUC:0.424
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.117
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.100
Maternal Lab History: NT MoM-otherPregnancy:-0.100
Maternal Lab History: INHMOM-otherPregnancy:-0.100
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.099
Maternal Lab History: PTT-otherPregnancy:0.094
Maternal Lab History: HCG-otherPregnancy:-0.091
Maternal Lab History: INHMOM-postPregnancy:-0.087
Maternal Lab History: APTT-postPregnancy:0.081
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.078
Vital: Ht-gain10to16 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 1442 | OR_unadj: 0.837 [0.658 1.064] | indivs AUC:0.417
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Procedure History:59430-postPregnancy:-0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.072
Maternal Lab History: TP VOLUME-otherPregnancy:-0.071
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.068
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.067
Maternal Lab History: URINE CULTURE-postPregnancy:-0.064
Newborn Diagnosis:9ccs253:Allergy:-0.064
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.064
Vital: Ht-gain3to7 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 1460 | OR_unadj: 1.123 [0.894 1.411] | indivs AUC:0.440
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:-0.166
Maternal Diagnosis:9ccs184:Early labor:-0.123
Diagnosis:9ccs246:FUO:0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.106
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Diagnosis:9ccs219:Low birth wt:-0.085
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:-0.074
Maternal Diagnosis:9ccs181:Ot preg comp:0.071
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.070
Maternal Procedure History:86580-otherPregnancy:0.070
Vital: Ht-avg7to10 | coef 0.010 95% CI: [0.008 , 0.013] | OR_adj 1.010 [1.008 1.013] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:-0.106
Diagnosis:9ccs7:Viral infect:-0.100
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.096
Maternal Lab History: COLONY COUNT-postPregnancy:-0.090
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.089
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.086
Diagnosis:9ccs134:Ot uppr resp:0.086
Diagnosis:9ccs10:Immuniz/scrn:-0.086
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:-0.078
Maternal Procedure History:99000-otherPregnancy:0.078
* Vital: Ht Percentile-latest | coef 0.010 95% CI: [0.007 , 0.012] | OR_adj 1.010 [1.008 1.013] | occ: 1058 | OR_unadj: 1.698 [1.338 2.155] | indivs AUC:0.603
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:0.090
Diagnosis:9ccs83:Epilepsy/cnv:-0.084
Maternal Diagnosis:9ccs128:Asthma:-0.069
Maternal Diagnosis:9ccs48:Thyroid dsor:0.062
Maternal Lab History: BUN-otherPregnancy:-0.061
Newborn Diagnosis:9ccs253:Allergy:-0.053
Diagnosis:9ccs94:Other ear dx:-0.049
Diagnosis:9ccs138:Esophgeal dx:-0.048
Diagnosis:9ccs4:Mycoses:-0.045
Diagnosis:10ccs58:Ot nutrit dx:0.045
* Vital: Ht-avg10to13 | coef 0.010 95% CI: [0.006 , 0.013] | OR_adj 1.010 [1.006 1.013] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.598
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.209
Maternal Diagnosis:9ccs184:Early labor:-0.207
Diagnosis:9ccs219:Low birth wt:-0.174
Maternal Diagnosis:9ccs185:Long pregncy:0.157
Diagnosis:9ccs10:Immuniz/scrn:-0.152
Newborn Diagnosis:9ccs253:Allergy:-0.127
Diagnosis:9ccs255:Social admin:-0.111
Maternal Lab History: 3 HOUR-otherPregnancy:-0.100
Newborn Diagnosis:9ccs256:Exam/eval:-0.098
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.097
Vital: Temp-avg5to7 | coef 0.010 95% CI: [0.007 , 0.012] | OR_adj 1.010 [1.007 1.012] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.537
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.301
Maternal Diagnosis:9ccs184:Early labor:-0.294
Diagnosis:9ccs219:Low birth wt:-0.233
Maternal Diagnosis:9ccs185:Long pregncy:0.167
Newborn Diagnosis:9ccs221:Resp distres:-0.122
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117
Newborn Diagnosis:9ccs222:Perint jaund:-0.116
Newborn Diagnosis:9ccs253:Allergy:-0.104
Lab:297262 HEMOGLOBIN (HEMOCUE):0.103
Maternal Diagnosis:9ccs183:HTN in preg:-0.096
Vital: Temp-avg16to19 | coef 0.009 95% CI: [0.007 , 0.012] | OR_adj 1.009 [1.007 1.012] | occ: 1323 | OR_unadj: 0.807 [0.561 1.162] | indivs AUC:0.451
Correlated most with:
Diagnosis:9ccs125:Bronchitis:-0.121
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.107
Diagnosis:9ccs92:Otitis media:-0.106
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.089
Number of Visits:-0.088
Diagnosis:9ccs7:Viral infect:-0.086
Maternal Lab History: GFR in African American-postPregnancy:-0.085
Maternal Lab History: GFR Calculation-postPregnancy:-0.084
Maternal Procedure History:93005-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.079
* Vital: Ht Percentile-gain0to24 | coef 0.009 95% CI: [0.004 , 0.015] | OR_adj 1.009 [1.004 1.015] | occ: 926 | OR_unadj: 1.596 [1.246 2.043] | indivs AUC:0.563
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.104
Maternal Lab History: WBC-otherPregnancy:0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Maternal Lab History: CREATININE-postPregnancy:0.081
Maternal Lab History: PAPP-A MoM-postPregnancy:0.079
Maternal Diagnosis:9ccs184:Early labor:-0.078
Diagnosis:9ccs143:Abdom hernia:0.077
Newborn Diagnosis:9ccs219:Low birth wt:-0.074
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.074
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.072
Vital: HC-gain1to5 | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.465
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.219
Diagnosis:9ccs255:Social admin:-0.172
Diagnosis:9ccs257:Ot aftercare:-0.140
Diagnosis:9ccs7:Viral infect:-0.138
Diagnosis:9ccs126:Ot up rsp in:-0.136
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.089
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.087
Diagnosis:9ccs125:Bronchitis:-0.086
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.085
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.083
Vital: HC-gain5to10 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 1329 | OR_unadj: 0.973 [0.772 1.226] | indivs AUC:0.540
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.105
Newborn Diagnosis:9ccs191:Amnios dx:0.091
Maternal Procedure History:S9470-postPregnancy:0.091
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Lab History: IRON-postPregnancy:-0.072
Maternal Diagnosis:9ccs190:Fetal distrs:0.071
Maternal Diagnosis:9ccs184:Early labor:-0.069
Maternal Lab History: ESTRIOL-postPregnancy:0.069
Maternal Diagnosis:9ccs188:Pelvic obstr:0.068
* Vital: Ht-avg16to19 | coef 0.009 95% CI: [0.006 , 0.012] | OR_adj 1.009 [1.006 1.012] | occ: 1291 | OR_unadj: 1.538 [1.221 1.939] | indivs AUC:0.553
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Maternal Procedure History:59430-postPregnancy:-0.091
Diagnosis:9ccs117:Ot circul dx:-0.088
Maternal Lab History: UIBC-postPregnancy:-0.084
Diagnosis:9ccs219:Low birth wt:-0.082
Newborn Diagnosis:9ccs217:Ot cong anom:0.081
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.081
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.079
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.078
Maternal Procedure History:J7300-postPregnancy:-0.077
Vital: Ht Percentile-gain10to16 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.014] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.438
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.109
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.100
Maternal Lab History: WBC-otherPregnancy:0.086
Diagnosis:9ccs136:Teeth dx:-0.078
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs143:Abdom hernia:0.077
Maternal Diagnosis:9ccs188:Pelvic obstr:0.077
Diagnosis:9ccs147:Anal/rectal:0.077
Maternal Diagnosis:9ccs186:DM in preg:-0.075
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.075
Vital: HR-avg13to16 | coef 0.009 95% CI: [0.006 , 0.012] | OR_adj 1.009 [1.006 1.012] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.473
Correlated most with:
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.173
Diagnosis:9ccs10:Immuniz/scrn:-0.162
Maternal Lab History: IRON-postPregnancy:-0.156
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.154
Diagnosis:9ccs3:Oth bact inf:-0.152
Diagnosis:9ccs255:Social admin:-0.137
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.134
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.131
Diagnosis:9ccs7:Viral infect:-0.123
Diagnosis:9ccs126:Ot up rsp in:-0.112
Vital: Ht-gain13to19 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1399 | OR_unadj: 1.182 [0.941 1.485] | indivs AUC:0.562
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.277
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.267
Maternal Lab History: ANION GAP-otherPregnancy:0.234
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:-0.218
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:-0.210
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.183
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.182
Diagnosis:9ccs255:Social admin:-0.178
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:-0.175
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.173
Vital: Ht-gain7to13 | coef 0.009 95% CI: [0.006 , 0.011] | OR_adj 1.009 [1.006 1.012] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.553
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.086
Maternal Lab History: ESTRIOL-postPregnancy:0.085
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.075
Maternal Diagnosis:9ccs188:Pelvic obstr:0.075
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Lab History: APF MoM-postPregnancy:-0.075
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.073
MatDeliveryAge:-0.071
Maternal Lab History: MCH-postPregnancy:-0.070
Diagnosis:9ccs128:Asthma:0.069
Vital: HC-avg3to5 | coef 0.008 95% CI: [0.003 , 0.014] | OR_adj 1.008 [1.003 1.014] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.168
Diagnosis:9ccs222:Perint jaund:-0.119
Maternal Lab History: MONOS-otherPregnancy:0.119
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.114
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.110
Maternal Procedure History:81025-postPregnancy:0.098
Maternal Procedure History:J1055-postPregnancy:0.096
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.093
Maternal Lab History: GFR in African American-otherPregnancy:0.093
Maternal Lab History: GFR Calculation-otherPregnancy:0.093
* Vital: Ht-avg5to7 | coef 0.008 95% CI: [0.005 , 0.012] | OR_adj 1.008 [1.005 1.012] | occ: 1348 | OR_unadj: 1.486 [1.156 1.909] | indivs AUC:0.550
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.297
Newborn Diagnosis:9ccs219:Low birth wt:-0.290
Diagnosis:9ccs219:Low birth wt:-0.225
Maternal Diagnosis:9ccs185:Long pregncy:0.182
Newborn Diagnosis:9ccs221:Resp distres:-0.146
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.126
Newborn Diagnosis:9ccs256:Exam/eval:-0.108
Newborn Diagnosis:9ccs253:Allergy:-0.106
Newborn Diagnosis:9ccs222:Perint jaund:-0.099
Lab:297262 HEMOGLOBIN (HEMOCUE):0.095
Vital: Ht-avg13to16 | coef 0.008 95% CI: [0.005 , 0.012] | OR_adj 1.008 [1.005 1.012] | occ: 1287 | OR_unadj: 1.259 [0.991 1.601] | indivs AUC:0.543
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.100
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.082
Maternal Procedure History:59430-postPregnancy:0.080
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.079
Maternal Diagnosis:9ccs185:Long pregncy:-0.079
Diagnosis:9ccs224:Ot perint dx:0.077
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.076
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.076
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.071
Maternal Lab History: TP PERIOD-otherPregnancy:0.070
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.008 95% CI: [0.004 , 0.013] | OR_adj 1.008 [1.004 1.013] | occ: 1068 | OR_unadj: 1.150 [0.896 1.474] | indivs AUC:0.445
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.074
Maternal Lab History: NT MoM-postPregnancy:0.070
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.070
Diagnosis:9ccs251:Abdomnl pain:-0.069
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.068
Maternal Lab History: TP PERIOD-otherPregnancy:0.066
Diagnosis:9ccs259:Unclassified:0.066
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.065
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.063
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.062
* Vital: HC-avg1to3 | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.011] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.533
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.268
Maternal Diagnosis:9ccs184:Early labor:-0.261
Diagnosis:9ccs219:Low birth wt:-0.212
Maternal Diagnosis:9ccs185:Long pregncy:0.190
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.123
Maternal Diagnosis:9ccs183:HTN in preg:-0.120
Maternal Lab History: INHMOM-postPregnancy:-0.103
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.100
Maternal Lab History: HERPES II IgG-postPregnancy:-0.094
Newborn Diagnosis:9ccs221:Resp distres:-0.094
Vital: Ht Percentile-gain13to19 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.526
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.084
Maternal Lab History: COLONY COUNT-postPregnancy:0.081
Maternal Lab History: PH-otherPregnancy:-0.079
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.078
Maternal Lab History: TP VOLUME-otherPregnancy:0.077
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.072
Diagnosis:9ccs10:Immuniz/scrn:0.070
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.068
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.066
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.065
Vital: HC-gain16to24 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1079 | OR_unadj: 1.219 [0.956 1.555] | indivs AUC:0.480
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.078
MatDeliveryAge:-0.076
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:-0.076
Diagnosis:9ccs147:Anal/rectal:0.072
Maternal Diagnosis:9ccs188:Pelvic obstr:0.071
Maternal Diagnosis:9ccs186:DM in preg:-0.069
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.068
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.067
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.065
* Vital: HC-avg5to7 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1177 | OR_unadj: 1.779 [1.148 2.758] | indivs AUC:0.571
Correlated most with:
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.206
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.190
Maternal Lab History: FREE T-4-postPregnancy:-0.094
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.079
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.076
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.067
Diagnosis:9ccs0:No DX:-0.067
Diagnosis:9ccs94:Other ear dx:-0.063
Diagnosis:9ccs256:Exam/eval:-0.063
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.062
Vital: Ht Percentile-gain0to3 | coef 0.007 95% CI: [0.002 , 0.013] | OR_adj 1.007 [1.002 1.013] | occ: 388 | OR_unadj: 1.032 [0.709 1.504] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.096
Newborn Diagnosis:9ccs191:Amnios dx:0.092
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.088
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.087
Maternal Diagnosis:9ccs188:Pelvic obstr:0.084
Diagnosis:9ccs155:Other GI dx:-0.082
Maternal Lab History: APTT-postPregnancy:-0.079
Maternal Procedure History:97110-postPregnancy:-0.077
Maternal Diagnosis:9ccs259:Unclassified:-0.077
* Vital: Ht Percentile-avg19to24 | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 931 | OR_unadj: 1.595 [1.246 2.040] | indivs AUC:0.569
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.107
Diagnosis:9ccs138:Esophgeal dx:-0.091
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs95:Oth nerv dx:-0.078
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.078
Maternal Lab History: CREATININE-postPregnancy:0.077
Newborn Diagnosis:9ccs191:Amnios dx:0.076
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.076
Diagnosis:9ccs128:Asthma:0.070
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.065
Vital: HC-avg10to13 | coef 0.007 95% CI: [0.002 , 0.012] | OR_adj 1.007 [1.002 1.012] | occ: 1210 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.636
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.154
Maternal Diagnosis:9ccs184:Early labor:-0.150
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Newborn Diagnosis:9ccs221:Resp distres:-0.100
Diagnosis:9ccs219:Low birth wt:-0.091
Lab:297262 HEMOGLOBIN (HEMOCUE):0.089
Maternal Lab History: APF MoM-otherPregnancy:-0.083
Maternal Lab History: INHMOM-otherPregnancy:-0.081
Newborn Diagnosis:9ccs224:Ot perint dx:0.079
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
* Vital: Ht Percentile-gain7to13 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 690 | OR_unadj: 1.479 [1.110 1.972] | indivs AUC:0.567
Correlated most with:
Maternal Procedure History:S9470-otherPregnancy:-0.087
Maternal Diagnosis:9ccs190:Fetal distrs:0.084
Lab:297262 HEMOGLOBIN (HEMOCUE):0.082
Maternal Diagnosis:9ccs238:Complic proc:0.077
Diagnosis:9ccs143:Abdom hernia:0.073
Newborn Diagnosis:9ccs224:Ot perint dx:0.068
Diagnosis:9ccs62:Coag/hemr dx:0.066
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.065
Diagnosis:9ccs76:Meningitis:-0.063
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.058
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.007 95% CI: [0.002 , 0.012] | OR_adj 1.007 [1.002 1.012] | occ: 1129 | OR_unadj: 1.187 [0.933 1.510] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.097
Maternal Lab History: ALBUMIN-postPregnancy:-0.089
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:0.086
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.080
Maternal Lab History: FERRITIN-otherPregnancy:-0.078
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.075
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.075
Vital: HC-gain7to13 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1315 | OR_unadj: 1.015 [0.741 1.390] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.098
Maternal Lab History: PO2-postPregnancy:-0.096
Maternal Lab History: TP VOLUME-otherPregnancy:0.077
Diagnosis:9ccs244:Other injury:-0.076
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.074
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.074
Maternal Lab History: BUN-otherPregnancy:0.070
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.069
Diagnosis:9ccs159:UTI:0.068
Diagnosis:9ccs58:Ot nutrit dx:0.066
Vital: Ht Percentile-avg13to16 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 661 | OR_unadj: 1.285 [0.973 1.695] | indivs AUC:0.536
Correlated most with:
Maternal Lab History: PROLACTIN-postPregnancy:-0.075
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.072
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.070
Maternal Diagnosis:9ccs190:Fetal distrs:0.069
Lab:294147 FREE T4 - LMC:0.066
Maternal Lab History: ANION GAP-postPregnancy:-0.066
Maternal Procedure History:90746-postPregnancy:0.066
Diagnosis:9ccs117:Ot circul dx:-0.065
Diagnosis:9ccs211:Ot conn tiss:-0.063
Diagnosis:9ccs208:Acq foot def:0.059
Vital: Ht Percentile-gain1to5 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 452 | OR_unadj: 0.762 [0.526 1.105] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccs128:Asthma:0.101
Newborn Diagnosis:9ccs191:Amnios dx:0.094
Maternal Lab History: ESTRIOL-postPregnancy:0.091
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.086
Diagnosis:9ccs246:FUO:-0.079
MatDeliveryAge:-0.077
Maternal Procedure History:86580-otherPregnancy:-0.075
Diagnosis:9ccs95:Oth nerv dx:-0.071
Diagnosis:9ccs143:Abdom hernia:0.068
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.067
Vital: HC-gain13to19 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1054 | OR_unadj: 1.081 [0.862 1.357] | indivs AUC:0.566
Correlated most with:
Maternal Procedure History:J7302-postPregnancy:-0.139
Diagnosis:9ccs92:Otitis media:-0.111
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Number of Visits:-0.094
Diagnosis:9ccs125:Bronchitis:-0.087
Diagnosis:9ccs126:Ot up rsp in:-0.087
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.085
Diagnosis:9ccs257:Ot aftercare:-0.081
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.078
Vital: HR-avg10to13 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:-0.113
Maternal Lab History: GFR Calculation-postPregnancy:-0.113
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.102
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.099
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.097
Diagnosis:9ccs133:Oth low resp:-0.097
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.093
Maternal Lab History: IRON-postPregnancy:-0.093
Maternal Procedure History:97014-postPregnancy:-0.084
Maternal Lab History: PH-otherPregnancy:-0.083
Vital: Temp-avg13to16 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1321 | OR_unadj: 1.104 [0.599 2.033] | indivs AUC:0.542
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.097
Diagnosis:9ccs128:Asthma:0.092
Maternal Procedure History:S9470-postPregnancy:0.087
Diagnosis:9ccs95:Oth nerv dx:-0.086
Diagnosis:9ccs143:Abdom hernia:0.085
Maternal Lab History: EOSINOPHIL-postPregnancy:0.075
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.072
Maternal Lab History: MCH-postPregnancy:-0.072
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.068
Diagnosis:9ccs59:Anemia:0.068
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.536
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.086
Diagnosis:9ccs136:Teeth dx:-0.078
Maternal Procedure History:59430-postPregnancy:-0.077
Diagnosis:9ccs59:Anemia:-0.076
Maternal Diagnosis:9ccs155:Other GI dx:0.069
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.067
Maternal Diagnosis:9ccs185:Long pregncy:0.066
Maternal Diagnosis:9ccs184:Early labor:-0.066
Maternal Lab History: PAPP-A-postPregnancy:-0.063
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.062
Vital: Ht Percentile-gain5to10 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.139
Diagnosis:9ccs126:Ot up rsp in:0.109
Diagnosis:9ccs154:Gastroent:-0.081
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.081
Number of Visits:0.075
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.067
Diagnosis:9ccs124:Tonsillitis:0.064
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.063
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.063
Vital: HC-avg13to16 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.532
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.114
Newborn Diagnosis:9ccs217:Ot cong anom:0.107
Maternal Lab History: IRON-postPregnancy:-0.103
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.079
Diagnosis:9ccs219:Low birth wt:-0.074
Newborn Diagnosis:9ccs219:Low birth wt:-0.072
Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070
Maternal Procedure History:90801-postPregnancy:0.070
Vital: HR-avg7to10 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 429 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:-0.107
Maternal Procedure History:96372-postPregnancy:-0.100
Maternal Lab History: EOSINOPHIL-postPregnancy:0.093
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.088
Maternal Lab History: MCH-postPregnancy:-0.082
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080
Maternal Lab History: FASTING-otherPregnancy:-0.078
Maternal Lab History: PLATELET COUNT-postPregnancy:0.076
Maternal Lab History: 3 HOUR-otherPregnancy:0.074
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.074
Vital: HR-avg3to5 | coef 0.006 95% CI: [0.002 , 0.010] | OR_adj 1.006 [1.002 1.010] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.473
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.245
Maternal Diagnosis:9ccs184:Early labor:-0.244
Diagnosis:9ccs219:Low birth wt:-0.191
Maternal Diagnosis:9ccs185:Long pregncy:0.147
Newborn Diagnosis:9ccs221:Resp distres:-0.114
Lab:297262 HEMOGLOBIN (HEMOCUE):0.102
Newborn Diagnosis:9ccs222:Perint jaund:-0.094
Maternal Diagnosis:9ccs182:Hemorr preg:-0.094
Newborn Diagnosis:9ccs253:Allergy:-0.090
Maternal Lab History: ANION GAP-otherPregnancy:0.090
Vital: Ht Percentile-gain3to7 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs223:Birth trauma:0.096
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.082
Maternal Diagnosis:9ccs184:Early labor:-0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.075
Maternal Lab History: FERRITIN-otherPregnancy:-0.073
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.072
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.071
Newborn Diagnosis:9ccs219:Low birth wt:-0.069
Maternal Lab History: 3 HOUR-otherPregnancy:0.065
Vital: BP-otherPregnancy | coef 0.006 95% CI: [0.001 , 0.011] | OR_adj 1.006 [1.001 1.011] | occ: 268 | OR_unadj: 0.904 [0.578 1.413] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.085
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.079
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.072
Maternal Lab History: GAMMA GT-otherPregnancy:0.071
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.069
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.064
Maternal Lab History: LDH-postPregnancy:0.063
Lab:292495 LEAD LEVEL - Sunrise:0.062
Maternal Lab History: LDH-otherPregnancy:0.060
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.059
* Vital: Ht-avg19to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1391 | OR_unadj: 1.584 [1.262 1.987] | indivs AUC:0.530
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.138
Maternal Procedure History:93005-otherPregnancy:0.119
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.116
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.099
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.098
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.095
Maternal Lab History: 2 HOUR-postPregnancy:0.091
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.091
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.090
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.089
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1120 | OR_unadj: 1.164 [0.907 1.495] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.088
Maternal Lab History: WBC-otherPregnancy:0.086
Newborn Diagnosis:9ccs191:Amnios dx:0.086
Diagnosis:9ccs128:Asthma:0.083
Newborn Diagnosis:9ccs219:Low birth wt:-0.079
Maternal Diagnosis:9ccs188:Pelvic obstr:0.078
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.075
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.075
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1123 | OR_unadj: 1.089 [0.854 1.390] | indivs AUC:0.560
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.158
Diagnosis:9ccs255:Social admin:-0.148
Diagnosis:9ccs239:Superfic inj:-0.112
Diagnosis:9ccs126:Ot up rsp in:-0.111
Number of Visits:-0.106
Diagnosis:9ccs240:Burns:-0.093
Diagnosis:9ccs257:Ot aftercare:-0.092
Diagnosis:9ccs258:Other screen:-0.086
Diagnosis:9ccs90:Eye infectn:-0.082
Diagnosis:9ccs133:Oth low resp:-0.081
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.593
Correlated most with:
Maternal Lab History: APF MoM-postPregnancy:-0.294
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.137
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.115
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.112
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.111
Maternal Lab History: SODIUM-postPregnancy:-0.103
Diagnosis:9ccs141:Ot dx stomch:0.095
Diagnosis:9ccs3:Oth bact inf:0.095
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.084
Diagnosis:9ccs134:Ot uppr resp:-0.079
* Vital: HC-gain0to24 | coef 0.006 95% CI: [0.002 , 0.009] | OR_adj 1.006 [1.002 1.009] | occ: 920 | OR_unadj: 1.672 [1.308 2.137] | indivs AUC:0.581
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.096
Maternal Lab History: PAPP-A MoM-postPregnancy:0.082
Maternal Procedure History:59430-postPregnancy:-0.077
Maternal Diagnosis:9ccs155:Other GI dx:0.076
Diagnosis:9ccs147:Anal/rectal:0.075
Newborn Diagnosis:9ccs219:Low birth wt:-0.072
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.069
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.069
Maternal Diagnosis:9ccs181:Ot preg comp:0.069
Maternal Lab History: FERRITIN-postPregnancy:-0.068
* Vital: Ht-gain0to24 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.521
Correlated most with:
Maternal Procedure History:J1055-postPregnancy:-0.076
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.076
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.074
Maternal Procedure History:90772-postPregnancy:-0.074
Maternal Procedure History:59430-postPregnancy:-0.073
Diagnosis:9ccs147:Anal/rectal:0.072
Maternal Diagnosis:9ccs184:Early labor:-0.070
Diagnosis:9ccs223:Birth trauma:0.069
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Procedure History:90746-postPregnancy:-0.065
* Vital: Ht Percentile-avg10to13 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.582
Correlated most with:
Diagnosis:9ccs223:Birth trauma:0.105
Maternal Lab History: UIBC-postPregnancy:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.091
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.086
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.081
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.080
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.079
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.077
* Vital: HC-avg19to24 | coef 0.006 95% CI: [0.002 , 0.009] | OR_adj 1.006 [1.002 1.009] | occ: 933 | OR_unadj: 1.593 [1.247 2.034] | indivs AUC:0.585
Correlated most with:
Maternal Procedure History:97001-postPregnancy:-0.191
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.118
Maternal Procedure History:97110-postPregnancy:-0.100
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.088
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.087
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.086
Diagnosis:9ccs122:Pneumonia:0.081
Number of Visits:0.078
Maternal Lab History: BETA HCG FREE-postPregnancy:0.074
Maternal Procedure History:45300-postPregnancy:-0.074
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1123 | OR_unadj: 1.201 [0.943 1.530] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.178
Maternal Lab History: LDL-postPregnancy:0.170
Diagnosis:9ccs55:Fluid/elc dx:-0.124
Diagnosis:9ccs62:Coag/hemr dx:-0.115
Diagnosis:9ccs59:Anemia:0.095
Diagnosis:9ccs117:Ot circul dx:0.091
Maternal Diagnosis:9ccs182:Hemorr preg:0.089
Diagnosis:9ccs136:Teeth dx:0.075
Diagnosis:9ccs259:Unclassified:-0.074
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.071
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.445
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.088
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.084
Diagnosis:9ccs3:Oth bact inf:-0.076
Maternal Diagnosis:9ccs190:Fetal distrs:0.072
Maternal Diagnosis:9ccs106:Dysrhythmia:-0.068
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.068
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.067
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.066
Lab:294147 FREE T4 - LMC:0.063
Maternal Procedure History:90746-postPregnancy:0.062
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.560
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.130
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.101
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.092
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.090
Diagnosis:9ccs153:GI hemorrhag:0.077
Maternal Procedure History:86580-otherPregnancy:0.076
Diagnosis:9ccs2603:E Codes: Fall:0.075
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.070
Maternal Lab History: VITAMIN B-12-postPregnancy:0.069
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.067
Vital: Ht Percentile-avg1to3 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.523
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.333
Maternal Diagnosis:9ccs184:Early labor:-0.327
Diagnosis:9ccs219:Low birth wt:-0.286
Maternal Diagnosis:9ccs185:Long pregncy:0.213
Maternal Diagnosis:9ccs183:HTN in preg:-0.149
Newborn Diagnosis:9ccs253:Allergy:-0.131
Newborn Diagnosis:9ccs221:Resp distres:-0.120
Lab:297262 HEMOGLOBIN (HEMOCUE):0.114
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs190:Fetal distrs:0.103
* Vital: HR-avg5to7 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.563
Correlated most with:
Maternal Lab History: MONOCYTE-otherPregnancy:0.097
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.092
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.090
Maternal Lab History: NT MoM-postPregnancy:-0.086
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.084
Maternal Procedure History:97014-postPregnancy:-0.081
Maternal Procedure History:J1055-postPregnancy:0.080
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.078
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.077
Diagnosis:9ccs154:Gastroent:-0.076
Vital: Ht-otherPregnancy | coef 0.005 95% CI: [0.002 , 0.009] | OR_adj 1.005 [1.002 1.009] | occ: 261 | OR_unadj: 0.765 [0.475 1.231] | indivs AUC:0.468
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:0.092
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.085
Maternal Lab History: ALBUMIN-postPregnancy:-0.081
Diagnosis:9ccs239:Superfic inj:-0.073
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.070
Diagnosis:9ccs83:Epilepsy/cnv:0.068
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.066
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.066
Maternal Lab History: MCV-postPregnancy:-0.065
Newborn Diagnosis:9ccs96:Hrt valve dx:0.064
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1116 | OR_unadj: 1.314 [1.027 1.682] | indivs AUC:0.578
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.128
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.127
Diagnosis:9ccs113:Late eff CVD:-0.094
Diagnosis:9ccs239:Superfic inj:-0.084
Diagnosis:9ccs10:Immuniz/scrn:-0.083
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.082
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.082
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.077
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.077
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.075
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1129 | OR_unadj: 1.207 [0.948 1.536] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: MONOCYTE-otherPregnancy:-0.117
Maternal Procedure History:90801-postPregnancy:0.104
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.096
Maternal Lab History: UIBC-postPregnancy:-0.092
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.091
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.087
Maternal Lab History: BASOPHIL-otherPregnancy:-0.087
Maternal Lab History: MONOS-otherPregnancy:-0.081
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.080
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.075
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.593
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:0.085
Maternal Diagnosis:9ccs61:Sickle cell:0.081
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.072
Maternal Procedure History:S9470-otherPregnancy:-0.068
Maternal Procedure History:99000-otherPregnancy:0.066
Diagnosis:9ccs143:Abdom hernia:0.064
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.060
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.059
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.059
Maternal Diagnosis:9ccs185:Long pregncy:0.058
Vital: HR-avg16to19 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 366 | OR_unadj: 1.321 [0.899 1.943] | indivs AUC:0.536
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.101
Newborn Diagnosis:9ccs217:Ot cong anom:0.098
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.088
Maternal Lab History: APTT-postPregnancy:-0.087
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.086
Maternal Diagnosis:9ccs185:Long pregncy:0.083
Diagnosis:9ccs205:Back problem:0.083
Diagnosis:9ccs138:Esophgeal dx:-0.081
Diagnosis:9ccs159:UTI:0.075
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.074
* Diagnosis:9ccs128:Asthma | coef 0.005 95% CI: [0.001 , 0.009] | OR_adj 1.005 [1.001 1.009] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs122:Pneumonia:0.304
Diagnosis:9ccs125:Bronchitis:0.246
Diagnosis:9ccs92:Otitis media:0.232
Diagnosis:9ccs257:Ot aftercare:0.189
Number of Visits:0.187
Diagnosis:9ccs133:Oth low resp:0.170
Diagnosis:9ccs127:COPD:0.160
Diagnosis:9ccs126:Ot up rsp in:0.156
Diagnosis:9ccs7:Viral infect:0.137
Vital: HR-avg1to3 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.485
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.352
Maternal Diagnosis:9ccs184:Early labor:-0.345
Diagnosis:9ccs219:Low birth wt:-0.282
Maternal Diagnosis:9ccs185:Long pregncy:0.261
Maternal Diagnosis:9ccs183:HTN in preg:-0.159
Lab:297262 HEMOGLOBIN (HEMOCUE):0.131
Newborn Diagnosis:9ccs221:Resp distres:-0.123
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs190:Fetal distrs:0.110
Maternal Lab History: INHMOM-postPregnancy:-0.106
Vital: HR-avg19to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 455 | OR_unadj: 1.253 [0.883 1.777] | indivs AUC:0.512
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.153
Maternal Diagnosis:9ccs184:Early labor:-0.145
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Diagnosis:9ccs219:Low birth wt:-0.081
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.081
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.076
Maternal Lab History: AST (SGOT)-postPregnancy:0.075
Maternal Lab History: TP VOLUME-otherPregnancy:-0.070
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.069
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1126 | OR_unadj: 1.150 [0.895 1.477] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.157
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.145
Diagnosis:9ccs76:Meningitis:0.097
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.095
Maternal Lab History: FREE T-4-postPregnancy:-0.072
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.065
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:-0.060
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.058
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.057
Maternal Diagnosis:9ccs59:Anemia:0.054
Vital: Ht Percentile-avg3to5 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 407 | OR_unadj: 1.123 [0.792 1.592] | indivs AUC:0.537
Correlated most with:
Diagnosis:9ccs259:Unclassified:0.140
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.082
Diagnosis:9ccs213:Cardiac anom:0.081
Diagnosis:9ccs4:Mycoses:0.075
Diagnosis:9ccs223:Birth trauma:0.069
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.068
Maternal Lab History: FREE T3-postPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.066
Diagnosis:9ccs76:Meningitis:-0.063
Diagnosis:9ccs197:Skin infectn:0.061
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1061 | OR_unadj: 1.018 [0.783 1.322] | indivs AUC:0.461
Correlated most with:
Diagnosis:9ccs136:Teeth dx:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.075
Diagnosis:9ccs128:Asthma:0.072
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.071
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.067
Diagnosis:9ccs59:Anemia:-0.064
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.058
Vital: Ht Percentile-avg0to1 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.527
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.379
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.308
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.266
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.258
Diagnosis:9ccs123:Influenza:0.207
Maternal Procedure History:76830-postPregnancy:-0.200
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.192
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.188
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.187
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.186
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.578
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.129
Number of Visits:0.107
Maternal Lab History: ALBUMIN-postPregnancy:-0.107
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.095
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.095
Diagnosis:9ccs257:Ot aftercare:0.090
Lab:297275 STREP RAPID TEST (POCT):-0.085
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.082
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.082
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.082
Vital: Temp-postPregnancy | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 242 | OR_unadj: 1.074 [0.524 2.198] | indivs AUC:0.479
Correlated most with:
Maternal Lab History: HCG-otherPregnancy:-0.180
Maternal Lab History: NT MoM-otherPregnancy:-0.179
Maternal Lab History: APF MoM-otherPregnancy:-0.175
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.175
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.165
Maternal Lab History: INHMOM-otherPregnancy:-0.155
Maternal Lab History: INHMOM-postPregnancy:-0.144
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.142
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.135
Maternal Lab History: HERPES I IgG-postPregnancy:0.129
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.629
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.090
Newborn Diagnosis:9ccs253:Allergy:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085
Diagnosis:9ccs48:Thyroid dsor:-0.077
Diagnosis:9ccs58:Ot nutrit dx:0.074
Maternal Procedure History:99401-otherPregnancy:0.073
Newborn Diagnosis:9ccs191:Amnios dx:0.069
Maternal Procedure History:87880-postPregnancy:-0.069
Diagnosis:9ccs209:Ot acq defor:0.068
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.065
* Vital: HC-avg16to19 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 933 | OR_unadj: 1.456 [1.141 1.858] | indivs AUC:0.534
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.243
Maternal Diagnosis:9ccs184:Early labor:-0.152
Newborn Diagnosis:9ccs219:Low birth wt:-0.150
Maternal Diagnosis:9ccs185:Long pregncy:0.115
Diagnosis:9ccs219:Low birth wt:-0.106
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.098
Diagnosis:9ccs3:Oth bact inf:0.097
Newborn Diagnosis:9ccs218:Liveborn:-0.097
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.088
Newborn Diagnosis:9ccs253:Allergy:-0.083
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.461
Correlated most with:
Maternal Lab History: UIBC-postPregnancy:-0.112
Maternal Lab History: MONOS-otherPregnancy:-0.099
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.093
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.089
Maternal Procedure History:90801-postPregnancy:0.088
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.086
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.084
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.079
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.078
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.077
Vital: Ht Percentile-avg7to10 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 538 | OR_unadj: 1.276 [0.951 1.712] | indivs AUC:0.536
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:0.122
Diagnosis:9ccs7:Viral infect:0.104
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.084
Maternal Lab History: URINE CULTURE-postPregnancy:-0.079
Diagnosis:9ccs125:Bronchitis:0.076
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.075
Maternal Procedure History:J7302-postPregnancy:0.070
Diagnosis:9ccs122:Pneumonia:0.065
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.065
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.629
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.125
Maternal Lab History: MONOCYTE-otherPregnancy:0.121
Maternal Diagnosis:9ccs211:Ot conn tiss:0.112
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.106
Maternal Procedure History:90656-postPregnancy:0.095
Maternal Lab History: AFP-otherPregnancy:-0.092
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.087
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.083
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.080
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.074
Vital: Ht Percentile-avg5to7 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.482
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:0.097
Maternal Lab History: GFR in African American-postPregnancy:0.097
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Diagnosis:9ccs184:Early labor:-0.095
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Maternal Lab History: APF MoM-otherPregnancy:-0.087
Diagnosis:9ccs117:Ot circul dx:-0.082
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.078
Maternal Lab History: INHMOM-otherPregnancy:-0.078
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1123 | OR_unadj: 1.121 [0.884 1.421] | indivs AUC:0.458
Correlated most with:
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.092
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.089
Diagnosis:9ccs125:Bronchitis:0.084
Newborn Diagnosis:9ccs217:Ot cong anom:0.083
Maternal Procedure History:59430-postPregnancy:0.080
Maternal Lab History: MONOS-otherPregnancy:0.079
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.077
Diagnosis:9ccs217:Ot cong anom:0.074
Diagnosis:9ccs247:Lymph enlarg:-0.073
Maternal Procedure History:J7300-postPregnancy:-0.069
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1129 | OR_unadj: 1.139 [0.899 1.443] | indivs AUC:0.458
Correlated most with:
Maternal Lab History: PTT-postPregnancy:-0.084
Maternal Lab History: FASTING-otherPregnancy:0.084
Maternal Lab History: FASTING-postPregnancy:0.077
Diagnosis:9ccs8:Oth infectns:0.072
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.071
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.071
Maternal Lab History: WBC-postPregnancy:0.070
Diagnosis:9ccs2:Septicemia:0.067
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.067
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.066
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1129 | OR_unadj: 0.852 [0.649 1.119] | indivs AUC:0.409
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:-0.082
Maternal Lab History: FREE T3-postPregnancy:0.078
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.071
Maternal Lab History: FASTING-otherPregnancy:0.068
Maternal Lab History: PTT-postPregnancy:-0.068
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.067
Diagnosis:9ccs216:Nerv cong an:-0.067
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.065
Diagnosis:9ccs8:Oth infectns:0.064
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.064
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs127:COPD:0.084
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.081
Number of Visits:0.077
Maternal Lab History: TP VOLUME-otherPregnancy:-0.075
Diagnosis:9ccs222:Perint jaund:-0.075
Diagnosis:9ccs92:Otitis media:0.073
Diagnosis:9ccs212:Ot bone dx:0.071
Maternal Procedure History:96372-postPregnancy:0.070
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.066
Diagnosis:9ccs122:Pneumonia:0.065
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1129 | OR_unadj: 1.101 [0.860 1.408] | indivs AUC:0.470
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:-0.117
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.102
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.097
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.097
Number of Visits:0.090
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.085
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.085
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.084
Lab:297275 STREP RAPID TEST (POCT):-0.080
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1123 | OR_unadj: 0.843 [0.641 1.108] | indivs AUC:0.409
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:0.105
Diagnosis:9ccs58:Ot nutrit dx:0.094
Diagnosis:9ccs128:Asthma:0.084
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.073
Diagnosis:9ccs95:Oth nerv dx:-0.073
Maternal Diagnosis:9ccs185:Long pregncy:0.073
Diagnosis:9ccs243:Poisn nonmed:0.072
Maternal Lab History: WBC-otherPregnancy:0.072
Diagnosis:9ccs246:FUO:0.071
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.470
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.145
Number of Visits:-0.130
Diagnosis:9ccs257:Ot aftercare:-0.125
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.113
Diagnosis:9ccs126:Ot up rsp in:-0.112
Diagnosis:9ccs7:Viral infect:-0.111
Maternal Lab History: GFR in African American-otherPregnancy:0.103
Maternal Lab History: GFR Calculation-otherPregnancy:0.103
Diagnosis:9ccs135:Intest infct:-0.093
Maternal Lab History: HERPES II IgG-postPregnancy:-0.089
Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1123 | OR_unadj: 0.979 [0.754 1.271] | indivs AUC:0.520
Correlated most with:
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.082
Maternal Diagnosis:9ccs185:Long pregncy:0.081
Maternal Lab History: IRON-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Diagnosis:9ccs136:Teeth dx:-0.076
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.074
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.074
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.071
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.070
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.069
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.121
Maternal Lab History: ALBUMIN-postPregnancy:-0.116
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.095
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.089
Number of Visits:0.088
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.081
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.081
Maternal Diagnosis:9ccs184:Early labor:0.078
Diagnosis:9ccs257:Ot aftercare:0.076
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.069
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1120 | OR_unadj: 1.111 [0.861 1.433] | indivs AUC:0.540
Correlated most with:
MatDeliveryAge:-0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.086
Maternal Lab History: WBC-otherPregnancy:0.078
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.076
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.076
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.075
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.075
Maternal Lab History: ESTRIOL-postPregnancy:0.074
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.072
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1126 | OR_unadj: 1.098 [0.851 1.416] | indivs AUC:0.540
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.118
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.117
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.107
Maternal Diagnosis:9ccs211:Ot conn tiss:0.102
Maternal Lab History: AFP-otherPregnancy:-0.092
Maternal Lab History: ESTRIOL-otherPregnancy:-0.084
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.082
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.079
Maternal Lab History: ANION GAP-postPregnancy:0.079
Maternal Lab History: BUN-otherPregnancy:-0.078
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.003 95% CI: [0.003 , 0.003] | OR_adj 1.003 [1.003 1.003] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.528
Correlated most with:
Maternal Procedure History:90801-postPregnancy:-0.156
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.132
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.124
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.103
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:-0.096
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.091
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.086
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.086
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.083
Maternal Diagnosis:9ccs185:Long pregncy:0.077
Vital: HR-avg0to1 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 196 | OR_unadj: 1.544 [0.961 2.479] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.083
Maternal Lab History: PROLACTIN-postPregnancy:-0.080
Diagnosis:9ccs95:Oth nerv dx:-0.074
Diagnosis:9ccs138:Esophgeal dx:-0.073
Maternal Lab History: MCH-postPregnancy:-0.071
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.070
Maternal Lab History: IRON-postPregnancy:-0.069
Maternal Lab History: WBC-otherPregnancy:0.068
Vital: HR-otherPregnancy | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 244 | OR_unadj: 0.917 [0.577 1.459] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: APTT-postPregnancy:-0.110
Diagnosis:9ccs0:No DX:0.103
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.087
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.085
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.070
Lab:292495 LEAD LEVEL - Sunrise:0.069
Maternal Lab History: URINE CULTURE-postPregnancy:0.068
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.064
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.063
Maternal Lab History: FERRITIN-otherPregnancy:0.062
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.571
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.088
Maternal Lab History: PTT-postPregnancy:-0.084
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.076
Maternal Procedure History:96372-postPregnancy:0.072
Maternal Lab History: FASTING-postPregnancy:0.072
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.071
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.070
Maternal Procedure History:86580-otherPregnancy:-0.064
Maternal Diagnosis:9ccs185:Long pregncy:-0.062
Maternal Lab History: WBC-postPregnancy:0.061
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Diagnosis:9ccs128:Asthma:0.082
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.071
Diagnosis:9ccs243:Poisn nonmed:0.069
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.069
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.067
Maternal Diagnosis:9ccs184:Early labor:-0.065
Diagnosis:9ccs95:Oth nerv dx:-0.064
Diagnosis:9ccs246:FUO:0.062
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.062
Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1129 | OR_unadj: 0.967 [0.745 1.256] | indivs AUC:0.520
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:-0.083
Maternal Diagnosis:9ccs211:Ot conn tiss:-0.077
Diagnosis:9ccs251:Abdomnl pain:-0.064
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.064
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.062
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.061
Diagnosis:9ccs240:Burns:-0.059
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.057
Maternal Lab History: FREE T-4-postPregnancy:0.057
Diagnosis:9ccs200:Oth skin dx:0.057
Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.003] | occ: 1129 | OR_unadj: 1.179 [0.933 1.489] | indivs AUC:0.571
Correlated most with:
Number of Visits:0.080
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.074
Maternal Lab History: TP VOLUME-otherPregnancy:-0.068
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.064
Maternal Procedure History:45300-postPregnancy:-0.063
Maternal Procedure History:96372-postPregnancy:0.063
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.062
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:-0.062
Diagnosis:9ccs92:Otitis media:0.061
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.060
Diagnosis:9ccs256:Exam/eval | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 141 | OR_unadj: 0.785 [0.505 1.221] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.184
Diagnosis:9ccs155:Other GI dx:0.140
Diagnosis:9ccs200:Oth skin dx:0.140
Diagnosis:9ccs154:Gastroent:0.138
Diagnosis:9ccs239:Superfic inj:0.127
Diagnosis:9ccs253:Allergy:0.118
Diagnosis:9ccs258:Other screen:0.102
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.102
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.097
Diagnosis:9ccs257:Ot aftercare | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Diagnosis:9ccs125:Bronchitis:0.288
Diagnosis:9ccs126:Ot up rsp in:0.279
Diagnosis:9ccs92:Otitis media:0.273
Number of Visits:0.226
Diagnosis:9ccs7:Viral infect:0.225
Diagnosis:9ccs10:Immuniz/scrn:0.212
Diagnosis:9ccs255:Social admin:0.197
Diagnosis:9ccs128:Asthma:0.189
Diagnosis:9ccs122:Pneumonia:0.182
Diagnosis:9ccs250:Nausea/vomit | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs138:Esophgeal dx:0.202
Diagnosis:9ccs141:Ot dx stomch:0.179
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.140
Diagnosis:9ccs133:Oth low resp:0.140
Maternal Lab History: HCG-otherPregnancy:0.134
Maternal Lab History: NT MoM-otherPregnancy:0.128
Maternal Lab History: INHMOM-postPregnancy:0.127
Diagnosis:9ccs155:Other GI dx:0.125
Diagnosis:9ccs257:Ot aftercare:0.111
Diagnosis:9ccs0:No DX | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 89 | OR_unadj: 1.408 [0.874 2.268] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.110
Maternal Lab History: URINE SUGAR-otherPregnancy:0.099
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.096
Diagnosis:9ccs212:Ot bone dx:0.085
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.075
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.075
Maternal Lab History: eGFR-otherPregnancy:0.075
Maternal Lab History: URINE SUGAR-postPregnancy:0.070
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.070
* Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 31 | OR_unadj: 3.235 [1.305 8.018] | indivs AUC:0.498
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Diagnosis:9ccs219:Low birth wt:-0.264
Maternal Diagnosis:9ccs159:UTI:-0.194
Diagnosis:9ccs59:Anemia:-0.135
Maternal Diagnosis:9ccs184:Early labor:-0.134
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:-0.105
Newborn Diagnosis:9ccs256:Exam/eval:-0.105
Newborn Diagnosis:9ccs219:Low birth wt:-0.095
Diagnosis:9ccs153:GI hemorrhag:-0.095
Diagnosis:9ccs147:Anal/rectal:0.094
Diagnosis:9ccs74:Ot mentl cnd | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 204 | OR_unadj: 0.817 [0.565 1.182] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs113:Late eff CVD:0.219
Diagnosis:9ccs94:Other ear dx:0.205
Diagnosis:9ccs95:Oth nerv dx:0.179
Number of Visits:0.130
Diagnosis:9ccs10:Immuniz/scrn:0.122
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.101
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.091
Diagnosis:9ccs126:Ot up rsp in:0.089
Diagnosis:9ccs216:Nerv cong an:0.078
Diagnosis:9ccs134:Ot uppr resp | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Number of Visits:0.152
Diagnosis:9ccs124:Tonsillitis:0.127
Diagnosis:9ccs253:Allergy:0.125
Diagnosis:9ccs126:Ot up rsp in:0.124
Diagnosis:9ccs90:Eye infectn:0.115
Diagnosis:9ccs211:Ot conn tiss:0.111
Diagnosis:9ccs133:Oth low resp:0.100
Diagnosis:9ccs127:COPD:0.099
Diagnosis:9ccs91:Other eye dx:0.096
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs155:Other GI dx:0.133
Number of Visits:0.121
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.093
Diagnosis:9ccs239:Superfic inj:0.093
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs200:Oth skin dx:0.087
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.087
Diagnosis:9ccs257:Ot aftercare:0.081
Diagnosis:9ccs166:Oth male gen | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccs166:Oth male gen:1.000
Maternal Procedure History:96372-otherPregnancy:0.104
Diagnosis:9ccs165:Inf male gen:0.102
Diagnosis:9ccs62:Coag/hemr dx:0.098
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs159:UTI:0.086
Diagnosis:9ccs138:Esophgeal dx:0.086
Diagnosis:9ccs133:Oth low resp:0.083
Maternal Lab History: INR-postPregnancy:-0.079
Maternal Lab History: APTT-postPregnancy:-0.077
Vital: Temp-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 103 | OR_unadj: 0.936 [0.502 1.744] | indivs AUC:0.533
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:0.164
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.105
Diagnosis:9ccs234:Crush injury:-0.098
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.084
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.083
Maternal Lab History: A/G-postPregnancy:-0.080
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.080
Diagnosis:9ccs48:Thyroid dsor:-0.074
Maternal Diagnosis:9ccs49:DiabMel no c:0.070
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.069
Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.202
Diagnosis:9ccs154:Gastroent:0.191
Diagnosis:9ccs253:Allergy:0.183
Diagnosis:9ccs133:Oth low resp:0.172
Diagnosis:9ccs126:Ot up rsp in:0.171
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs10:Immuniz/scrn:0.146
Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.369
Number of Visits:0.277
Diagnosis:9ccs257:Ot aftercare:0.273
Diagnosis:9ccs128:Asthma:0.232
Diagnosis:9ccs125:Bronchitis:0.230
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs90:Eye infectn:0.204
Diagnosis:9ccs10:Immuniz/scrn:0.200
Vital: HC Percentile-latest | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.094
Newborn Diagnosis:9ccs253:Allergy:-0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.088
Diagnosis:9ccs48:Thyroid dsor:-0.084
Maternal Procedure History:99401-otherPregnancy:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Diagnosis:9ccs58:Ot nutrit dx:0.073
Maternal Procedure History:90649-postPregnancy:0.071
Newborn Diagnosis:9ccs191:Amnios dx:0.071
Diagnosis:9ccs209:Ot acq defor:0.071
Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.472
Diagnosis:9ccs126:Ot up rsp in:0.356
Number of Visits:0.205
Diagnosis:9ccs92:Otitis media:0.205
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs257:Ot aftercare:0.197
Diagnosis:9ccs7:Viral infect:0.189
Diagnosis:9ccs125:Bronchitis:0.138
Diagnosis:9ccs135:Intest infct:0.136
Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs126:Ot up rsp in:0.206
Diagnosis:9ccs92:Otitis media:0.204
Diagnosis:9ccs7:Viral infect:0.180
Diagnosis:9ccs125:Bronchitis:0.175
Diagnosis:9ccs91:Other eye dx:0.173
Number of Visits:0.171
Diagnosis:9ccs10:Immuniz/scrn:0.151
Diagnosis:9ccs257:Ot aftercare:0.148
Diagnosis:9ccs155:Other GI dx:0.131
Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 225 | OR_unadj: 0.925 [0.656 1.303] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.181
Newborn Diagnosis:9ccs222:Perint jaund:0.108
Lab:294203 BILIRUBIN TOTAL - LMC:-0.101
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077
Maternal Diagnosis:9ccs7:Viral infect:0.075
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs224:Ot perint dx:0.073
Maternal Lab History: POTASSIUM-otherPregnancy:-0.069
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.068
Diagnosis:9ccs239:Superfic inj | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Diagnosis:9ccs258:Other screen:0.184
Diagnosis:9ccs200:Oth skin dx:0.169
Diagnosis:9ccs7:Viral infect:0.129
Diagnosis:9ccs155:Other GI dx:0.129
Diagnosis:9ccs256:Exam/eval:0.127
Diagnosis:9ccs133:Oth low resp:0.124
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.118
Diagnosis:9ccs197:Skin infectn:0.115
Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.205
Diagnosis:9ccs113:Late eff CVD:0.198
Number of Visits:0.175
Diagnosis:9ccs92:Otitis media:0.119
Diagnosis:9ccs126:Ot up rsp in:0.101
Diagnosis:9ccs95:Oth nerv dx:0.101
Maternal Procedure History:45300-postPregnancy:0.089
Diagnosis:9ccs127:COPD:0.084
Diagnosis:9ccs7:Viral infect:0.080
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1654 | OR_unadj: 0.852 [0.530 1.371] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs127:COPD:0.093
Number of Visits:0.084
Maternal Lab History: TP VOLUME-otherPregnancy:-0.081
Diagnosis:9ccs92:Otitis media:0.080
Diagnosis:9ccs126:Ot up rsp in:0.078
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.077
Diagnosis:9ccs212:Ot bone dx:0.072
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.072
Diagnosis:9ccs47:Ot bnign neo:-0.070
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.068
Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1288 | OR_unadj: 0.968 [0.750 1.249] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs92:Otitis media:0.369
Diagnosis:9ccs255:Social admin:0.356
Number of Visits:0.332
Diagnosis:9ccs10:Immuniz/scrn:0.309
Diagnosis:9ccs257:Ot aftercare:0.279
Diagnosis:9ccs7:Viral infect:0.270
Diagnosis:9ccs125:Bronchitis:0.250
Diagnosis:9ccs90:Eye infectn:0.206
Diagnosis:9ccs253:Allergy:0.198
Diagnosis:9ccs151:Oth liver dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.181
Lab:294203 BILIRUBIN TOTAL - LMC:-0.123
Maternal Lab History: HCG-postPregnancy:0.112
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.101
Diagnosis:9ccs258:Other screen:0.100
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.097
Diagnosis:9ccs243:Poisn nonmed:0.096
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.096
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 107 | OR_unadj: 0.882 [0.382 2.035] | indivs AUC:0.506
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:295669 BILIRUBIN DIRECT - LMC:0.374
Diagnosis:9ccs151:Oth liver dx:-0.123
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Maternal Lab History: URINE KETONES-otherPregnancy:-0.101
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.101
Diagnosis:9ccs222:Perint jaund:-0.101
Diagnosis:9ccs205:Back problem:0.095
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.091
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.090
Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 71 | OR_unadj: 1.211 [0.701 2.093] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.097
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.086
Maternal Lab History: NT MoM-otherPregnancy:-0.085
Maternal Lab History: INHMOM-otherPregnancy:-0.084
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.083
Maternal Lab History: INHMOM-postPregnancy:-0.079
Maternal Diagnosis:9ccs183:HTN in preg:-0.079
Maternal Lab History: PTT-otherPregnancy:0.077
Maternal Lab History: HCG-otherPregnancy:-0.077
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.070
Diagnosis:9ccs133:Oth low resp | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Number of Visits:0.195
Diagnosis:9ccs256:Exam/eval:0.184
Diagnosis:9ccs155:Other GI dx:0.172
Diagnosis:9ccs128:Asthma:0.170
Diagnosis:9ccs154:Gastroent:0.166
Diagnosis:9ccs253:Allergy:0.164
Diagnosis:9ccs126:Ot up rsp in:0.155
Diagnosis:9ccs127:COPD:0.155
Diagnosis:9ccs7:Viral infect:0.149
Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 100 | OR_unadj: 1.124 [0.700 1.805] | indivs AUC:0.510
Correlated most with:
Maternal Procedure History:93005-otherPregnancy:0.210
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.208
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.196
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.138
Diagnosis:9ccs216:Nerv cong an:-0.134
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.133
Maternal Lab History: 2 HOUR-otherPregnancy:0.126
Maternal Lab History: WEIGHT-otherPregnancy:0.110
Maternal Diagnosis:9ccs168:PID:-0.108
Diagnosis:9ccs234:Crush injury:0.092
Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.440
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Diagnosis:9ccs126:Ot up rsp in:0.270
Number of Visits:0.267
Diagnosis:9ccs10:Immuniz/scrn:0.243
Diagnosis:9ccs257:Ot aftercare:0.225
Diagnosis:9ccs125:Bronchitis:0.219
Diagnosis:9ccs92:Otitis media:0.216
Diagnosis:9ccs200:Oth skin dx:0.216
Diagnosis:9ccs155:Other GI dx:0.202
Diagnosis:9ccs255:Social admin:0.189
Diagnosis:9ccs215:gu cong anom | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 85 | OR_unadj: 1.019 [0.604 1.720] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.185
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.099
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.098
Maternal Procedure History:81025-postPregnancy:0.081
Diagnosis:9ccs163:Other GU dx:0.078
Maternal Procedure History:90656-postPregnancy:0.077
Maternal Lab History: IRON-postPregnancy:-0.077
Maternal Lab History: Varicella IgG-postPregnancy:-0.074
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.074
Diagnosis:9ccs91:Other eye dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 156 | OR_unadj: 0.984 [0.661 1.465] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.242
Diagnosis:9ccs90:Eye infectn:0.173
Diagnosis:9ccs7:Viral infect:0.121
Number of Visits:0.111
Diagnosis:9ccs217:Ot cong anom:0.110
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.100
Diagnosis:9ccs96:Hrt valve dx:0.097
Diagnosis:9ccs134:Ot uppr resp:0.096
Diagnosis:9ccs258:Other screen:0.093
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.524
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Lab:294203 BILIRUBIN TOTAL - LMC:0.374
Diagnosis:9ccs62:Coag/hemr dx:-0.113
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.096
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.092
Maternal Diagnosis:9ccs5:HIV infectn:-0.088
Maternal Diagnosis:9ccs48:Thyroid dsor:0.078
Lab:306617 OCCULT BLOOD TEST (FECAL):-0.078
Maternal Lab History: ANION GAP-postPregnancy:-0.076
Maternal Diagnosis:9ccs98:HTN:0.075
Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.234
Diagnosis:9ccs126:Ot up rsp in:0.182
Diagnosis:9ccs257:Ot aftercare:0.171
Diagnosis:9ccs7:Viral infect:0.168
Diagnosis:9ccs125:Bronchitis:0.167
Diagnosis:9ccs92:Otitis media:0.154
Diagnosis:9ccs10:Immuniz/scrn:0.145
Diagnosis:9ccs255:Social admin:0.136
Diagnosis:9ccs155:Other GI dx:0.131
Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 137 | OR_unadj: 0.657 [0.410 1.052] | indivs AUC:0.470
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.212
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Diagnosis:9ccs91:Other eye dx:0.110
Diagnosis:9ccs95:Oth nerv dx:0.107
Maternal Lab History: HERPES II IgG-postPregnancy:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.089
Diagnosis:9ccs257:Ot aftercare:0.089
Diagnosis:9ccs133:Oth low resp:0.085
Lab:292495 LEAD LEVEL - Sunrise:0.085
Diagnosis:9ccs113:Late eff CVD | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.219
Diagnosis:9ccs94:Other ear dx:0.198
Diagnosis:9ccs75:Hx mental dx:0.127
Number of Visits:0.124
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.107
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.091
Diagnosis:9ccs126:Ot up rsp in:0.091
Diagnosis:9ccs257:Ot aftercare:0.087
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.081
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 105 | OR_unadj: 0.620 [0.360 1.069] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: IRON-postPregnancy:0.105
Maternal Lab History: PROLACTIN-postPregnancy:-0.100
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.099
Maternal Lab History: COLONY COUNT-postPregnancy:-0.095
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:-0.095
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.087
Maternal Lab History: APTT-postPregnancy:0.084
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.078
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.077
Maternal Lab History: URINE CULTURE-otherPregnancy:0.077
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1653 | OR_unadj: 0.865 [0.538 1.390] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: ANION GAP-postPregnancy:-0.083
Maternal Lab History: GFR Calculation-postPregnancy:-0.080
Maternal Lab History: GFR in African American-postPregnancy:-0.080
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.078
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.078
Diagnosis:9ccs154:Gastroent:-0.076
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.075
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.072
Maternal Lab History: PAPP-A-postPregnancy:-0.072
Maternal Lab History: MONOCYTE-otherPregnancy:0.071
Diagnosis:9ccs4:Mycoses | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs200:Oth skin dx:0.133
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs126:Ot up rsp in:0.128
Diagnosis:9ccs7:Viral infect:0.095
Number of Visits:0.091
Diagnosis:9ccs155:Other GI dx:0.087
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.085
Diagnosis:9ccs76:Meningitis:0.082
Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.472
Diagnosis:9ccs126:Ot up rsp in:0.309
Diagnosis:9ccs7:Viral infect:0.243
Diagnosis:9ccs257:Ot aftercare:0.212
Diagnosis:9ccs92:Otitis media:0.200
Diagnosis:9ccs253:Allergy:0.198
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.161
Diagnosis:9ccs90:Eye infectn:0.151
Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 189 | OR_unadj: 1.047 [0.730 1.501] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Diagnosis:9ccs239:Superfic inj:0.115
Diagnosis:9ccs10:Immuniz/scrn:0.108
Number of Visits:0.106
Diagnosis:9ccs253:Allergy:0.105
Diagnosis:9ccs137:Mouth dx:0.104
Diagnosis:9ccs138:Esophgeal dx:0.103
Diagnosis:9ccs200:Oth skin dx:0.103
Diagnosis:9ccs92:Otitis media:0.099
Diagnosis:9ccs7:Viral infect:0.089
Diagnosis:9ccs143:Abdom hernia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.136
Maternal Procedure History:96372-otherPregnancy:0.120
Maternal Procedure History:S9470-postPregnancy:0.113
Diagnosis:9ccs128:Asthma:0.103
Diagnosis:9ccs259:Unclassified:0.100
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.096
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.093
Maternal Lab History: SODIUM-otherPregnancy:-0.091
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs159:UTI | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.225
Diagnosis:9ccs163:Other GU dx:0.164
Diagnosis:9ccs2:Septicemia:0.129
Diagnosis:9ccs257:Ot aftercare:0.120
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.117
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.115
Maternal Lab History: RUBELLA-postPregnancy:0.104
Maternal Lab History: PTT-otherPregnancy:0.096
Diagnosis:9ccs122:Pneumonia:0.095
Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.229
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs239:Superfic inj:0.169
Diagnosis:9ccs155:Other GI dx:0.168
Number of Visits:0.163
Diagnosis:9ccs198:Ot infl skin:0.160
Diagnosis:9ccs126:Ot up rsp in:0.151
Diagnosis:9ccs10:Immuniz/scrn:0.148
Diagnosis:9ccs133:Oth low resp:0.147
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: URINE CULTURE-otherPregnancy:0.145
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.102
Diagnosis:9ccs92:Otitis media:0.091
Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.086
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.083
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.083
Maternal Lab History: IRON-postPregnancy:0.083
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.081
Diagnosis:9ccs125:Bronchitis:0.078
Maternal Lab History: GLUCOSE-otherPregnancy:-0.073
* Diagnosis:9ccs122:Pneumonia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.304
Diagnosis:9ccs125:Bronchitis:0.187
Diagnosis:9ccs257:Ot aftercare:0.182
Number of Visits:0.177
Diagnosis:9ccs92:Otitis media:0.169
Diagnosis:9ccs126:Ot up rsp in:0.153
Diagnosis:9ccs90:Eye infectn:0.129
Diagnosis:9ccs135:Intest infct:0.128
Diagnosis:9ccs127:COPD:0.127
Diagnosis:9ccs124:Tonsillitis | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 57 | OR_unadj: 1.396 [0.775 2.517] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Diagnosis:9ccs134:Ot uppr resp:0.127
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.120
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.115
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.111
Maternal Lab History: TP PERIOD-otherPregnancy:0.108
Maternal Lab History: GFR in African American-otherPregnancy:0.098
Maternal Lab History: GFR Calculation-otherPregnancy:0.098
Diagnosis:9ccs126:Ot up rsp in:0.095
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.093
Diagnosis:9ccs96:Hrt valve dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.473
Newborn Diagnosis:9ccs96:Hrt valve dx:0.250
Diagnosis:9ccs117:Ot circul dx:0.228
Newborn Diagnosis:9ccs213:Cardiac anom:0.208
Diagnosis:9ccs244:Other injury:0.101
Maternal Diagnosis:9ccs149:Biliary dx:0.101
Diagnosis:9ccs91:Other eye dx:0.097
Diagnosis:9ccs83:Epilepsy/cnv:0.089
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.087
Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 117 | OR_unadj: 1.492 [0.984 2.262] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs143:Abdom hernia:0.100
Diagnosis:9ccs250:Nausea/vomit:0.084
Maternal Lab History: COLONY COUNT-postPregnancy:0.079
Diagnosis:9ccs48:Thyroid dsor:0.079
Newborn Diagnosis:9ccs219:Low birth wt:0.077
Diagnosis:9ccs240:Burns:0.076
Maternal Diagnosis:9ccs183:HTN in preg:0.075
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.075
Maternal Lab History: MONOCYTE-otherPregnancy:0.073
Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.187
Diagnosis:9ccs200:Oth skin dx:0.160
Diagnosis:9ccs10:Immuniz/scrn:0.106
Diagnosis:9ccs7:Viral infect:0.101
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs255:Social admin:0.089
Diagnosis:9ccs92:Otitis media:0.082
Diagnosis:9ccs91:Other eye dx:0.081
Diagnosis:9ccs257:Ot aftercare:0.081
Diagnosis:9ccs219:Low birth wt | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 30 | OR_unadj: 0.388 [0.117 1.286] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.469
Newborn Diagnosis:9ccs219:Low birth wt:0.467
Newborn Diagnosis:9ccs253:Allergy:0.271
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.264
Newborn Diagnosis:9ccs256:Exam/eval:0.214
Newborn Diagnosis:9ccs222:Perint jaund:0.213
Maternal Lab History: ESTRIOL-postPregnancy:0.187
Maternal Lab History: URINE CULTURE-postPregnancy:0.186
Maternal Procedure History:96372-otherPregnancy:0.179
Diagnosis:9ccs127:COPD | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 118 | OR_unadj: 0.999 [0.637 1.568] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Number of Visits:0.180
Diagnosis:9ccs128:Asthma:0.160
Diagnosis:9ccs133:Oth low resp:0.155
Diagnosis:9ccs122:Pneumonia:0.127
Diagnosis:9ccs126:Ot up rsp in:0.125
Diagnosis:9ccs125:Bronchitis:0.120
Diagnosis:9ccs258:Other screen:0.103
Diagnosis:9ccs134:Ot uppr resp:0.099
Diagnosis:9ccs7:Viral infect:0.093
Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.108
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.093
Maternal Lab History: GFR in African American-otherPregnancy:-0.092
Maternal Lab History: GFR Calculation-otherPregnancy:-0.092
Newborn Diagnosis:9ccs222:Perint jaund:0.087
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.085
Diagnosis:9ccs155:Other GI dx:0.081
Maternal Procedure History:76830-postPregnancy:0.080
Maternal Diagnosis:9ccs59:Anemia:0.079
Diagnosis:9ccs147:Anal/rectal | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 16 | OR_unadj: 1.615 [0.558 4.678] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs147:Anal/rectal:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.214
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.200
Maternal Lab History: PTT-otherPregnancy:0.193
Maternal Lab History: GFR in African American-otherPregnancy:0.184
Maternal Lab History: GFR Calculation-otherPregnancy:0.184
Maternal Lab History: INR-otherPregnancy:0.183
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.149
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.134
Diagnosis:9ccs155:Other GI dx:0.132
Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 481 | OR_unadj: 0.983 [0.763 1.267] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs257:Ot aftercare:0.288
Diagnosis:9ccs126:Ot up rsp in:0.250
Diagnosis:9ccs128:Asthma:0.246
Diagnosis:9ccs92:Otitis media:0.230
Diagnosis:9ccs7:Viral infect:0.219
Diagnosis:9ccs122:Pneumonia:0.187
Number of Visits:0.183
Diagnosis:9ccs90:Eye infectn:0.175
Diagnosis:9ccs135:Intest infct:0.167
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 53 | OR_unadj: 1.154 [0.611 2.181] | indivs AUC:0.507
Correlated most with:
Maternal Procedure History:93005-otherPregnancy:-0.194
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.182
Maternal Lab History: WEIGHT-otherPregnancy:-0.167
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.159
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.146
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.140
Diagnosis:9ccs216:Nerv cong an:0.125
Maternal Lab History: 2 HOUR-otherPregnancy:-0.117
Diagnosis:9ccs48:Thyroid dsor:0.116
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.111
Diagnosis:9ccs165:Inf male gen | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs165:Inf male gen:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.124
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.123
Diagnosis:9ccs244:Other injury:0.118
Maternal Lab History: PTT-otherPregnancy:0.112
Maternal Lab History: COLONY COUNT-postPregnancy:0.112
Lab:294147 FREE T4 - LMC:-0.110
Maternal Lab History: INR-otherPregnancy:0.107
Diagnosis:9ccs166:Oth male gen:0.102
Diagnosis:9ccs135:Intest infct:0.096
Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135
Diagnosis:9ccs216:Nerv cong an:0.108
Diagnosis:9ccs10:Immuniz/scrn:0.085
Diagnosis:9ccs255:Social admin:0.076
Diagnosis:9ccs137:Mouth dx:0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.074
Diagnosis:9ccs4:Mycoses:0.074
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.072
Newborn Diagnosis:9ccs213:Cardiac anom:0.070
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 11 | OR_unadj: 0.785 [0.169 3.647] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Procedure History:96372-otherPregnancy:0.294
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.236
Diagnosis:9ccs250:Nausea/vomit:0.179
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.131
Maternal Lab History: BETA HCG FREE-postPregnancy:0.125
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.095
Diagnosis:9ccs251:Abdomnl pain:0.090
Diagnosis:9ccs138:Esophgeal dx:0.088
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.085
Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 50 | OR_unadj: 1.251 [0.658 2.378] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.133
Number of Visits:0.125
Diagnosis:9ccs165:Inf male gen:0.118
Diagnosis:9ccs257:Ot aftercare:0.115
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.111
Maternal Lab History: LIPASE-postPregnancy:-0.111
Maternal Lab History: AMYLASE-postPregnancy:-0.106
Diagnosis:9ccs126:Ot up rsp in:0.103
Diagnosis:9ccs96:Hrt valve dx:0.101
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 806 | OR_unadj: 0.965 [0.769 1.210] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:0.119
Maternal Lab History: APF MoM-otherPregnancy:-0.107
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.095
Maternal Lab History: INHMOM-otherPregnancy:-0.093
Maternal Lab History: NT MoM-otherPregnancy:-0.090
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.090
Maternal Lab History: INHMOM-postPregnancy:-0.084
Maternal Lab History: HCG-otherPregnancy:-0.083
Maternal Lab History: PTT-otherPregnancy:0.080
Maternal Lab History: Alk Phos-postPregnancy:-0.074
Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 857 | OR_unadj: 1.042 [0.831 1.306] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs200:Oth skin dx:0.229
Diagnosis:9ccs126:Ot up rsp in:0.198
Diagnosis:9ccs255:Social admin:0.198
Diagnosis:9ccs10:Immuniz/scrn:0.198
Diagnosis:9ccs198:Ot infl skin:0.187
Number of Visits:0.186
Diagnosis:9ccs155:Other GI dx:0.183
Diagnosis:9ccs7:Viral infect:0.174
Diagnosis:9ccs257:Ot aftercare:0.174
* Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 78 | OR_unadj: 0.507 [0.259 0.995] | indivs AUC:0.469
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Diagnosis:9ccs250:Nausea/vomit:0.202
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.159
Diagnosis:9ccs133:Oth low resp:0.145
Maternal Lab History: INHMOM-otherPregnancy:0.126
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Lab History: INHMOM-postPregnancy:0.122
Diagnosis:9ccs155:Other GI dx:0.121
Maternal Procedure History:90656-postPregnancy:0.118
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 21 | OR_unadj: 1.106 [0.403 3.040] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs8:Oth infectns:1.000
Maternal Lab History: FASTING-postPregnancy:0.171
Maternal Lab History: FASTING-otherPregnancy:0.162
Diagnosis:9ccs2603:E Codes: Fall:0.132
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.117
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.100
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.094
Maternal Lab History: ESTRIOL-otherPregnancy:0.093
Diagnosis:10ccs58:Ot nutrit dx:0.093
Diagnosis:9ccs117:Ot circul dx:0.087
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs7:Viral infect:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.105
Number of Visits:0.101
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.095
Newborn Diagnosis:9ccs218:Liveborn:-0.094
Diagnosis:9ccs155:Other GI dx:0.094
Diagnosis:9ccs137:Mouth dx:0.085
Diagnosis:9ccs2603:E Codes: Fall:0.083
Diagnosis:9ccs200:Oth skin dx:0.082
* Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 56 | OR_unadj: 1.858 [1.056 3.270] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.473
Newborn Diagnosis:9ccs213:Cardiac anom:0.441
Newborn Diagnosis:9ccs96:Hrt valve dx:0.329
Diagnosis:9ccs117:Ot circul dx:0.225
Diagnosis:9ccs89:Blindness:0.129
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.123
Number of Visits:0.110
Diagnosis:9ccs161:Ot dx kidney:0.101
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.098
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 37 | OR_unadj: 0.822 [0.358 1.886] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Diagnosis:9ccs239:Superfic inj:0.184
Diagnosis:9ccs137:Mouth dx:0.165
Diagnosis:9ccs155:Other GI dx:0.145
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.122
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.111
Diagnosis:9ccs250:Nausea/vomit:0.111
Maternal Lab History: NO. OF FETUSES-otherPregnancy:0.106
Diagnosis:9ccs127:COPD:0.103
Diagnosis:9ccs256:Exam/eval:0.102
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 29 | OR_unadj: 1.329 [0.351 5.033] | indivs AUC:0.515
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.089
Maternal Procedure History:S9470-postPregnancy:0.086
Maternal Diagnosis:9ccs184:Early labor:-0.084
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Maternal Lab History: URINE PH-otherPregnancy:-0.080
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.079
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.075
Diagnosis:9ccs128:Asthma:0.073
Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 22 | OR_unadj: 0.555 [0.163 1.885] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: PAPP-A-postPregnancy:-0.108
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.102
Maternal Lab History: APTT-postPregnancy:-0.092
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.091
Maternal Lab History: A/G-otherPregnancy:-0.084
Maternal Lab History: PAPP-A-otherPregnancy:-0.084
Diagnosis:9ccs213:Cardiac anom:0.082
Diagnosis:9ccs154:Gastroent:-0.079
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.077
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.076
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs258:Other screen:0.165
Diagnosis:9ccs200:Oth skin dx:0.105
Diagnosis:9ccs197:Skin infectn:0.104
Diagnosis:9ccs239:Superfic inj:0.094
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.093
Diagnosis:9ccs7:Viral infect:0.091
Diagnosis:9ccs147:Anal/rectal:0.087
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.085
Diagnosis:9ccs136:Teeth dx:0.085
Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 36 | OR_unadj: 1.370 [0.655 2.866] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.703
Maternal Lab History: URINE CULTURE-postPregnancy:0.142
Diagnosis:9ccs8:Oth infectns:0.132
Diagnosis:9ccs64:Ot hematl dx:0.128
Diagnosis:9ccs165:Inf male gen:0.124
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.118
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.113
Maternal Lab History: ESTRIOL-postPregnancy:0.110
Maternal Lab History: POLYS-postPregnancy:-0.109
Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 29 | OR_unadj: 1.354 [0.595 3.082] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.148
Maternal Lab History: PTT-otherPregnancy:0.144
Maternal Lab History: INR-otherPregnancy:0.137
Maternal Procedure History:93005-otherPregnancy:0.134
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.134
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.116
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.116
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.113
Diagnosis:9ccs122:Pneumonia:0.109
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 29 | OR_unadj: 0.733 [0.278 1.935] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.242
Diagnosis:9ccs217:Ot cong anom:0.212
Diagnosis:9ccs213:Cardiac anom:0.129
Diagnosis:9ccs223:Birth trauma:0.109
Newborn Diagnosis:9ccs218:Liveborn:-0.103
Diagnosis:9ccs7:Viral infect:0.088
Diagnosis:9ccs257:Ot aftercare:0.081
Number of Visits:0.080
Newborn Diagnosis:9ccs191:Amnios dx:0.077
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 48 | OR_unadj: 0.403 [0.159 1.026] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.179
Diagnosis:9ccs216:Nerv cong an:0.156
Diagnosis:9ccs211:Ot conn tiss:0.147
Diagnosis:9ccs217:Ot cong anom:0.107
Newborn Diagnosis:9ccs219:Low birth wt:0.105
Maternal Lab History: PROLACTIN-postPregnancy:0.102
Diagnosis:9ccs94:Other ear dx:0.101
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.100
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.098
Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 27 | OR_unadj: 0.611 [0.210 1.777] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.130
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.121
Maternal Procedure History:45300-postPregnancy:0.106
Maternal Procedure History:90656-postPregnancy:0.099
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.087
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.085
Maternal Procedure History:81025-postPregnancy:0.082
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.080
Diagnosis:9ccs127:COPD:0.077
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: IRON-postPregnancy:0.086
Maternal Lab History: MPV-postPregnancy:0.083
Maternal Lab History: BASOPHIL-postPregnancy:-0.079
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.078
Maternal Lab History: Alk Phos-postPregnancy:0.075
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.072
Diagnosis:9ccs257:Ot aftercare:0.070
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.065
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.065
Diagnosis:9ccs154:Gastroent:-0.065
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 41 | OR_unadj: 1.144 [0.556 2.356] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.472
Diagnosis:9ccs159:UTI:0.225
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.148
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.146
Diagnosis:9ccs163:Other GU dx:0.124
Diagnosis:9ccs83:Epilepsy/cnv:0.118
Newborn Diagnosis:9ccs217:Ot cong anom:0.105
Diagnosis:9ccs213:Cardiac anom:0.101
Maternal Lab History: LIPASE-postPregnancy:0.097
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.627 [0.240 1.634] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Diagnosis:9ccs3:Oth bact inf:0.202
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.140
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.124
Maternal Lab History: FREE T-4-postPregnancy:0.122
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.120
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.118
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.111
Maternal Lab History: AFP-otherPregnancy:0.110
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.108
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 26 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Lab History: IRON-postPregnancy:-0.096
Diagnosis:9ccs128:Asthma:0.091
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:-0.080
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.075
Diagnosis:9ccs136:Teeth dx:-0.070
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069
Diagnosis:9ccs154:Gastroent:-0.068
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.065
Newborn Diagnosis:9ccs253:Allergy:-0.065
Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs242:Poisn ot med:1.000
Maternal Procedure History:90801-postPregnancy:0.290
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.173
Maternal Lab History: GAMMA GT-postPregnancy:0.155
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.153
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.151
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.147
Maternal Lab History: FREE T3-postPregnancy:0.147
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.141
Maternal Lab History: UIBC-postPregnancy:-0.139
Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 9 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.494
Correlated most with:
Lab:294205 TSH REFLEX TO FT4 - LMC:1.000
Lab:294147 FREE T4 - LMC:-0.386
Maternal Lab History: 2 HOUR-postPregnancy:-0.188
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.167
Maternal Diagnosis:9ccs61:Sickle cell:0.126
Maternal Lab History: WEIGHT-postPregnancy:0.096
Maternal Diagnosis:9ccs49:DiabMel no c:0.092
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.091
Diagnosis:9ccs165:Inf male gen:0.089
Diagnosis:9ccs223:Birth trauma:-0.087
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.175 [0.023 1.306] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Diagnosis:9ccs154:Gastroent:0.209
Diagnosis:9ccs140:Gastritis:0.113
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.100
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.100
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.099
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.099
Maternal Lab History: hCG MoM-otherPregnancy:0.096
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.095
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.092
* Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 2.766 [1.203 6.358] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Diagnosis:9ccs212:Ot bone dx:0.182
Diagnosis:9ccs2603:E Codes: Fall:0.089
Diagnosis:10ccs58:Ot nutrit dx:0.088
Maternal Lab History: URINE KETONES-postPregnancy:0.082
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.077
Maternal Lab History: WBC-otherPregnancy:0.072
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.072
Maternal Diagnosis:9ccs61:Sickle cell:0.072
Maternal Diagnosis:9ccs190:Fetal distrs:0.067
Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.091
Diagnosis:9ccs240:Burns:0.087
Maternal Diagnosis:9ccs184:Early labor:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Diagnosis:9ccs133:Oth low resp:0.071
Maternal Lab History: RBC-otherPregnancy:0.068
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.067
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.062
Diagnosis:9ccs200:Oth skin dx:0.061
Diagnosis:9ccs256:Exam/eval:0.061
Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs163:Other GU dx:1.000
Diagnosis:9ccs159:UTI:0.164
Newborn Diagnosis:9ccs217:Ot cong anom:0.147
Maternal Procedure History:96372-postPregnancy:0.144
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.125
Diagnosis:9ccs161:Ot dx kidney:0.124
Newborn Diagnosis:9ccs215:gu cong anom:0.110
Diagnosis:9ccs2:Septicemia:0.104
Maternal Diagnosis:9ccs211:Ot conn tiss:0.104
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.096
* Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.210 [0.050 0.880] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs153:GI hemorrhag:0.209
Diagnosis:9ccs155:Other GI dx:0.191
Diagnosis:9ccs133:Oth low resp:0.166
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.159
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.146
Diagnosis:9ccs256:Exam/eval:0.138
Maternal Lab History: GFR Calculation-postPregnancy:0.137
Maternal Lab History: GFR in African American-postPregnancy:0.137
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.127
Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:1.000
Diagnosis:9ccs96:Hrt valve dx:0.228
Diagnosis:9ccs213:Cardiac anom:0.225
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.204
Newborn Diagnosis:9ccs253:Allergy:0.164
Maternal Lab History: FREE T-4-otherPregnancy:-0.119
Newborn Diagnosis:9ccs213:Cardiac anom:0.107
Maternal Lab History: FREE T3-postPregnancy:-0.101
Newborn Diagnosis:9ccs191:Amnios dx:0.095
Diagnosis:9ccs47:Ot bnign neo:0.093
Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 3.549 [0.498 25.281] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:-0.097
Diagnosis:9ccs0:No DX:-0.086
Diagnosis:9ccs136:Teeth dx:-0.072
Diagnosis:9ccs94:Other ear dx:-0.064
Diagnosis:9ccs134:Ot uppr resp:-0.064
Diagnosis:9ccs197:Skin infectn:-0.061
Lab:306617 OCCULT BLOOD TEST (FECAL):0.058
Diagnosis:9ccs76:Meningitis:-0.054
Diagnosis:9ccs153:GI hemorrhag:0.054
Diagnosis:9ccs256:Exam/eval:-0.048
Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.293 [0.038 2.259] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs55:Fluid/elc dx:1.000
Maternal Procedure History:97110-postPregnancy:0.194
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.180
Maternal Procedure History:97001-postPregnancy:0.174
Maternal Procedure History:96372-postPregnancy:0.168
Maternal Lab History: URINE CULTURE-postPregnancy:0.140
Newborn Diagnosis:9ccs213:Cardiac anom:0.136
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.132
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.126
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.116
Lab:297275 STREP RAPID TEST (POCT) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.489
Correlated most with:
Lab:297275 STREP RAPID TEST (POCT):1.000
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.241
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.220
Maternal Lab History: URINE KETONES-postPregnancy:0.215
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.180
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.156
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.150
Diagnosis:9ccs3:Oth bact inf:0.138
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.108
Diagnosis:9ccs76:Meningitis:0.106
Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs128:Asthma:0.105
Maternal Lab History: ESTRIOL-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
MatDeliveryAge:-0.077
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.075
Newborn Diagnosis:9ccs191:Amnios dx:0.074
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.074
Maternal Diagnosis:9ccs190:Fetal distrs:0.073
Diagnosis:9ccs95:Oth nerv dx:-0.071
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.070
Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.830 [0.278 2.482] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs240:Burns:1.000
Maternal Lab History: MONOCYTE-otherPregnancy:0.167
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.139
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.139
Maternal Lab History: MONOS-otherPregnancy:0.126
Diagnosis:9ccs243:Poisn nonmed:0.124
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.119
Maternal Procedure History:90472-postPregnancy:0.115
Maternal Procedure History:81025-otherPregnancy:0.111
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.108
Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.031 [0.592 6.976] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.185
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.135
Diagnosis:9ccs240:Burns:0.124
Maternal Diagnosis:9ccs163:Other GU dx:0.119
Maternal Lab History: URINE KETONES-postPregnancy:0.118
Lab:292495 LEAD LEVEL - Sunrise:-0.102
Diagnosis:9ccs151:Oth liver dx:0.096
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.092
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.068
Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.509
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:1.000
Diagnosis:9ccs243:Poisn nonmed:-0.102
Diagnosis:9ccs217:Ot cong anom:0.085
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.069
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.069
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.063
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.063
Maternal Diagnosis:9ccs183:HTN in preg:0.063
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.062
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.061
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.225 [0.592 2.537] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.105
Maternal Lab History: O2 SATURATION-postPregnancy:0.102
Maternal Lab History: PO2-postPregnancy:0.095
Diagnosis:9ccs117:Ot circul dx:0.093
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.073
Diagnosis:9ccs217:Ot cong anom:0.071
Diagnosis:9ccs166:Oth male gen:0.069
Maternal Lab History: EOSINOPHIL-postPregnancy:0.068
Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.780 [0.664 4.775] | indivs AUC:0.499
Correlated most with:
Diagnosis:10ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.703
Diagnosis:9ccs64:Ot hematl dx:0.123
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.108
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.101
Diagnosis:9ccs8:Oth infectns:0.093
Diagnosis:9ccs209:Ot acq defor:0.088
Newborn Diagnosis:9ccs253:Allergy:0.083
Maternal Diagnosis:9ccs61:Sickle cell:0.083
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.083
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 29 | OR_unadj: 1.127 [0.478 2.660] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:-0.075
Maternal Lab History: Alk Phos-postPregnancy:0.072
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.070
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068
Maternal Lab History: WEIGHT-postPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.066
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.063
Maternal Lab History: PO2-postPregnancy:0.063
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.063
Maternal Lab History: RDW-postPregnancy:0.063
Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.278
Newborn Diagnosis:9ccs219:Low birth wt:-0.277
Diagnosis:9ccs219:Low birth wt:-0.224
Maternal Diagnosis:9ccs185:Long pregncy:0.192
Lab:297262 HEMOGLOBIN (HEMOCUE):0.123
Newborn Diagnosis:9ccs222:Perint jaund:-0.113
Maternal Diagnosis:9ccs190:Fetal distrs:0.108
Maternal Lab History: HERPES I IgG-postPregnancy:-0.105
Diagnosis:9ccs205:Back problem:-0.092
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.964 [0.268 3.473] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.258
Lab:294147 FREE T4 - LMC:0.232
Maternal Diagnosis:9ccs48:Thyroid dsor:0.155
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.131
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.122
Maternal Procedure History:87880-postPregnancy:0.120
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.115
Maternal Lab History: GFR Calculation-otherPregnancy:0.100
Maternal Lab History: GFR in African American-otherPregnancy:0.099
Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.352 [0.045 2.758] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs3:Oth bact inf:1.000
Diagnosis:9ccs247:Lymph enlarg:0.202
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.168
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.155
Lab:297275 STREP RAPID TEST (POCT):0.138
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.131
Diagnosis:9ccs246:FUO:0.131
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.122
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.119
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.116
Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.061 [0.291 3.876] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs64:Ot hematl dx:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.214
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.154
Diagnosis:9ccs2603:E Codes: Fall:0.128
Diagnosis:10ccs58:Ot nutrit dx:0.123
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.120
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.120
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.115
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.101
Maternal Lab History: MONOS-otherPregnancy:0.101
Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.308 [0.546 3.136] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs76:Meningitis:1.000
Lab:297275 STREP RAPID TEST (POCT):0.106
Diagnosis:9ccs92:Otitis media:0.103
Diagnosis:9ccs124:Tonsillitis:0.084
Maternal Diagnosis:9ccs195:Ot compl bir:-0.083
Diagnosis:9ccs4:Mycoses:0.082
Number of Visits:0.082
Maternal Lab History: 3 HOUR-otherPregnancy:-0.081
Maternal Diagnosis:9ccs176:Contraceptiv:0.079
Diagnosis:9ccs133:Oth low resp:0.073
Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.421 [0.548 3.688] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs223:Birth trauma:1.000
Newborn Diagnosis:9ccs223:Birth trauma:0.273
Maternal Lab History: DEOXYCHOLIC ACID-otherPregnancy:0.196
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.190
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.189
Maternal Diagnosis:9ccs188:Pelvic obstr:0.152
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.148
Diagnosis:9ccs89:Blindness:0.109
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.087
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.084
Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.087
Newborn Diagnosis:9ccs224:Ot perint dx:-0.080
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Diagnosis:9ccs76:Meningitis:0.071
Diagnosis:9ccs92:Otitis media:0.069
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.069
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.064
Maternal Lab History: HERPES II IgG-postPregnancy:0.063
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.062
Maternal Lab History: 3 HOUR-otherPregnancy:0.061
Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.778 [0.604 5.234] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: MPV-postPregnancy:0.101
Maternal Lab History: Alk Phos-postPregnancy:0.090
Maternal Lab History: PTT-otherPregnancy:-0.079
Maternal Lab History: POTASSIUM-postPregnancy:0.079
Maternal Lab History: INR-postPregnancy:-0.077
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.076
Maternal Lab History: TP VOLUME-otherPregnancy:0.072
Maternal Lab History: 2 HOUR-otherPregnancy:-0.070
Maternal Lab History: AST-otherPregnancy:0.070
Newborn Diagnosis:9ccs0:No DX:0.069
Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 2.226 [0.724 6.844] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs140:Gastritis:1.000
Maternal Procedure History:90472-postPregnancy:0.146
Maternal Lab History: MONOCYTE-postPregnancy:0.139
Diagnosis:9ccs153:GI hemorrhag:0.113
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.100
Diagnosis:9ccs213:Cardiac anom:0.098
Maternal Lab History: BICARBONATE-postPregnancy:-0.095
Newborn Diagnosis:9ccs95:Oth nerv dx:0.093
Maternal Procedure History:90649-postPregnancy:0.091
Maternal Procedure History:90471-postPregnancy:0.085
Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs2:Septicemia:1.000
Maternal Lab History: LIPASE-postPregnancy:-0.293
Maternal Lab History: FREE T-4-otherPregnancy:0.293
Maternal Lab History: AMYLASE-postPregnancy:-0.279
Maternal Lab History: LDL-otherPregnancy:-0.262
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.240
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.168
Diagnosis:9ccs246:FUO:0.166
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.161
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.148
Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:-0.265
Maternal Lab History: A/G-postPregnancy:-0.252
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.216
Maternal Procedure History:90656-postPregnancy:-0.208
Maternal Lab History: GLOBULIN-postPregnancy:0.185
Maternal Procedure History:99000-postPregnancy:-0.130
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:-0.128
Maternal Lab History: URINE SUGAR-otherPregnancy:0.127
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.118
Maternal Procedure History:99401-postPregnancy:-0.117
Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs205:Back problem:1.000
Maternal Diagnosis:9ccs6:Hepatitis:0.100
Lab:294203 BILIRUBIN TOTAL - LMC:0.095
Maternal Procedure History:90746-postPregnancy:-0.092
Maternal Diagnosis:9ccs191:Amnios dx:0.086
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.083
Diagnosis:9ccs251:Abdomnl pain:0.082
Diagnosis:9ccs133:Oth low resp:0.080
Diagnosis:9ccs224:Ot perint dx:0.077
Diagnosis:9ccs161:Ot dx kidney:0.075
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 2.386 [0.968 5.880] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Diagnosis:9ccs95:Oth nerv dx:0.147
Maternal Lab History: FERRITIN-otherPregnancy:-0.136
Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.124
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.121
Maternal Lab History: APF MoM-otherPregnancy:-0.118
Maternal Lab History: PT-otherPregnancy:-0.112
Diagnosis:9ccs134:Ot uppr resp:0.111
Maternal Lab History: PAPP-A-otherPregnancy:-0.095
Newborn Diagnosis:9ccs191:Amnios dx:0.095
Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.085
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.073
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.071
Diagnosis:9ccs59:Anemia:-0.070
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.069
Maternal Diagnosis:9ccs155:Other GI dx:0.066
Maternal Procedure History:59430-postPregnancy:-0.066
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.066
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.065
Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.136
Maternal Lab History: COLONY COUNT-postPregnancy:0.127
Maternal Lab History: NT MoM-otherPregnancy:-0.123
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.117
Maternal Lab History: HCG-otherPregnancy:-0.117
Maternal Lab History: INHMOM-postPregnancy:-0.116
Maternal Lab History: APF MoM-otherPregnancy:-0.115
Maternal Diagnosis:9ccs185:Long pregncy:0.114
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.114
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.114
Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.320 [0.041 2.484] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:1.000
Diagnosis:9ccs95:Oth nerv dx:0.156
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.143
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.133
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.121
Maternal Lab History: APTT-postPregnancy:0.116
Diagnosis:9ccs83:Epilepsy/cnv:0.115
Diagnosis:9ccs59:Anemia:0.108
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.103
Diagnosis:9ccs62:Coag/hemr dx:0.097
* Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 2.483 [1.053 5.853] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.144
Diagnosis:9ccs161:Ot dx kidney:0.118
Diagnosis:9ccs216:Nerv cong an:0.115
Newborn Diagnosis:9ccs215:gu cong anom:0.104
Newborn Diagnosis:9ccs213:Cardiac anom:0.101
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.092
Newborn Diagnosis:9ccs191:Amnios dx:0.090
Diagnosis:9ccs96:Hrt valve dx:0.089
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.087
Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 0.884 [0.098 7.930] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs75:Hx mental dx:1.000
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.138
Maternal Lab History: ALT-otherPregnancy:0.132
Diagnosis:9ccs113:Late eff CVD:0.127
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.115
Maternal Procedure History:96372-postPregnancy:0.111
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.090
Maternal Procedure History:97110-postPregnancy:-0.089
Maternal Procedure History:76830-postPregnancy:0.085
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.081
Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:1.000
Diagnosis:9ccs83:Epilepsy/cnv:0.144
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.114
Lab:295669 BILIRUBIN DIRECT - LMC:-0.113
Diagnosis:9ccs47:Ot bnign neo:0.105
Diagnosis:9ccs166:Oth male gen:0.098
Diagnosis:9ccs216:Nerv cong an:0.097
Diagnosis:9ccs55:Fluid/elc dx:0.093
Diagnosis:9ccs197:Skin infectn:0.086
Newborn Diagnosis:9ccs213:Cardiac anom:0.086
Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs212:Ot bone dx:1.000
Diagnosis:9ccs209:Ot acq defor:0.182
Maternal Diagnosis:9ccs182:Hemorr preg:0.092
Diagnosis:9ccs0:No DX:0.085
Diagnosis:9ccs89:Blindness:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Diagnosis:9ccs47:Ot bnign neo:0.064
Maternal Diagnosis:9ccs49:DiabMel no c:0.059
Diagnosis:9ccs96:Hrt valve dx:0.058
Diagnosis:9ccs58:Ot nutrit dx:0.057
Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.520 [0.391 5.904] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:1.000
Maternal Lab History: FREE T3-postPregnancy:-0.208
Maternal Lab History: FIBRINOGEN-postPregnancy:0.132
Maternal Lab History: MAGNESIUM-postPregnancy:-0.109
Maternal Lab History: FREE T-4-postPregnancy:-0.096
Diagnosis:9ccs141:Ot dx stomch:0.090
Maternal Diagnosis:9ccs188:Pelvic obstr:0.086
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.084
Diagnosis:9ccs205:Back problem:0.082
Diagnosis:9ccs55:Fluid/elc dx:0.082
Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.641 [0.141 2.905] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: PTT-otherPregnancy:-0.090
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.084
Maternal Lab History: Varicella IgG-postPregnancy:-0.081
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.080
Maternal Lab History: AST-otherPregnancy:0.078
Diagnosis:9ccs259:Unclassified:-0.076
Maternal Lab History: MPV-postPregnancy:0.075
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.073
Maternal Lab History: Alk Phos-postPregnancy:0.071
Number of Visits:0.070
Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.363
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.355
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.207
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.189
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.174
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.172
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:-0.169
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.169
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:-0.164
Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.365 [0.394 14.202] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs246:FUO:1.000
Diagnosis:9ccs2:Septicemia:0.166
Diagnosis:9ccs3:Oth bact inf:0.131
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.125
Diagnosis:9ccs239:Superfic inj:0.093
Diagnosis:9ccs240:Burns:0.092
Maternal Diagnosis:9ccs106:Dysrhythmia:0.092
Maternal Procedure History:86580-otherPregnancy:0.091
Maternal Procedure History:86580-postPregnancy:0.085
Maternal Lab History: RDW-otherPregnancy:0.085
Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.131 [0.507 8.955] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.097
Diagnosis:9ccs92:Otitis media:0.091
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.086
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.084
Number of Visits:0.082
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.079
Diagnosis:9ccs127:COPD:0.078
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.074
Diagnosis:9ccs212:Ot bone dx:0.073
Maternal Lab History: RBC-postPregnancy:-0.073
Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.338 [0.889 32.063] | indivs AUC:0.494
Correlated most with:
Lab:294147 FREE T4 - LMC:1.000
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.386
Maternal Lab History: 2 HOUR-postPregnancy:0.233
Diagnosis:9ccs48:Thyroid dsor:0.232
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.208
Maternal Procedure History:90649-postPregnancy:0.137
Maternal Diagnosis:9ccs48:Thyroid dsor:0.126
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.121
Maternal Lab History: WEIGHT-postPregnancy:-0.119
Maternal Diagnosis:9ccs49:DiabMel no c:-0.114
Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.770 [0.160 19.574] | indivs AUC:0.510
Correlated most with:
Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.244
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.181
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.173
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.142
Maternal Lab History: GLUCOSE-otherPregnancy:0.125
Diagnosis:9ccs211:Ot conn tiss:-0.124
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:-0.117
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.116
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.109
Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.706 [0.082 6.065] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: TP VOLUME-otherPregnancy:0.106
Maternal Procedure History:87880-postPregnancy:0.097
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.089
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.082
Diagnosis:9ccs127:COPD:-0.082
Maternal Lab History: LDL-otherPregnancy:0.081
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.076
Maternal Lab History: HEMATOCRIT-postPregnancy:0.075
Number of Visits:-0.074
Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.073
Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.578 [0.483 5.151] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.144
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.144
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.125
Maternal Lab History: AFP-otherPregnancy:0.106
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.104
Maternal Lab History: WEIGHT-postPregnancy:0.097
Maternal Procedure History:86703-postPregnancy:0.097
Diagnosis:9ccs2603:E Codes: Fall:-0.093
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.092
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.091
Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.588 [0.071 4.902] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: Alk Phos-postPregnancy:-0.096
Maternal Lab History: APF MoM-otherPregnancy:-0.079
Maternal Diagnosis:9ccs183:HTN in preg:-0.077
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.073
Diagnosis:9ccs58:Ot nutrit dx:-0.072
Maternal Procedure History:99401-postPregnancy:-0.072
Maternal Lab History: INHMOM-postPregnancy:-0.072
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.071
Maternal Lab History: NO. OF FETUSES-otherPregnancy:-0.070
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.070
Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.179 [0.122 11.369] | indivs AUC:0.510
Correlated most with:
Maternal Procedure History:J7302-postPregnancy:0.145
Maternal Lab History: IRON-postPregnancy:-0.143
Maternal Lab History: UIBC-postPregnancy:0.134
Maternal Lab History: FERRITIN-otherPregnancy:-0.115
Diagnosis:9ccs92:Otitis media:-0.114
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.110
Number of Visits:-0.107
Diagnosis:9ccs257:Ot aftercare:-0.091
Diagnosis:9ccs125:Bronchitis:-0.090
Maternal Lab History: APF MoM-otherPregnancy:-0.088
Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 3.543 [0.221 56.775] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Diagnosis:9ccs239:Superfic inj:-0.092
Diagnosis:9ccs136:Teeth dx:-0.079
Maternal Procedure History:85018-postPregnancy:-0.077
Maternal Procedure History:87880-postPregnancy:-0.075
Maternal Lab History: IRON-postPregnancy:-0.074
Maternal Procedure History:90801-postPregnancy:0.071
Maternal Diagnosis:9ccs259:Unclassified:-0.070
Maternal Diagnosis:9ccs127:COPD-postPregnancy:-0.068
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.065
Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 7.104 [0.642 78.559] | indivs AUC:0.506
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:0.085
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.083
Maternal Lab History: URINE CULTURE-postPregnancy:-0.083
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.078
Diagnosis:9ccs7:Viral infect:-0.078
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.072
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.071
Diagnosis:9ccs155:Other GI dx:0.068
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.066
Maternal Lab History: INR-postPregnancy:-0.064
Newborn Diagnosis:9ccs218:Liveborn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1748 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: MPV-postPregnancy:0.102
Maternal Lab History: Alk Phos-postPregnancy:0.086
Maternal Lab History: PTT-otherPregnancy:-0.082
Maternal Lab History: AST-otherPregnancy:0.077
Maternal Lab History: Varicella IgG-postPregnancy:-0.076
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.074
Maternal Lab History: POTASSIUM-postPregnancy:0.072
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:-0.069
Maternal Lab History: IRON-postPregnancy:0.069
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.068
Lab:306617 OCCULT BLOOD TEST (FECAL) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Lab:306617 OCCULT BLOOD TEST (FECAL):1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.441
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.279
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.268
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.249
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.244
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.212
Maternal Lab History: VLDL-postPregnancy:-0.200
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.190
Maternal Lab History: GLOBULIN-postPregnancy:-0.188
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.417 [0.274 7.331] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.063
Diagnosis:9ccs259:Unclassified:0.056
Diagnosis:9ccs217:Ot cong anom:0.049
Diagnosis:9ccs256:Exam/eval:0.048
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.046
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046
Diagnosis:9ccs95:Oth nerv dx:0.045
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.043
Newborn Diagnosis:9ccs215:gu cong anom:0.043
Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.509
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.491
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.267
Diagnosis:9ccs48:Thyroid dsor:0.258
Maternal Lab History: NEUTROPHIL-postPregnancy:0.257
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.223
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.215
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.202
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.202
Maternal Lab History: MONOCYTE-postPregnancy:-0.188
MatDeliveryAge : 0.0252868881788
Vital : 0.745295158914
Number of Visits : 0.0133480246467
Census : 0.149702374355
Diagnosis : 0.0546493157366
Lab : 0.00417530727842
Newborn Diagnosis : 0.00754293088981
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_index_min_5_no_wt_bmi
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_results_min_5_no_wt_bmi
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_models_min_5_no_wt_bmi.pkl
-----------------------------------------------------
boys lasso_fts full lasso
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.296, R^2 test: 0.216
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.291, R^2 test: 0.235
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.280, R^2 test: 0.245
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.190, R^2 test: 0.210
best alpha via bootstrap CV: 0.01
AUC Train: 0.783, Explained Variance Score Train: 0.280
AUC Validation: 0.677, Explained Variance Score Validation: 0.159
AUC Test: 0.745, Explained Variance Score Test: 0.248
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.396, R^2 test: 0.235
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.392, R^2 test: 0.242
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.383, R^2 test: 0.249
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.314, R^2 test: 0.248
best alpha via bootstrap CV: 0.01
AUC Train: 0.867, Explained Variance Score Train: 0.383
AUC Validation: 0.705, Explained Variance Score Validation: 0.263
AUC Test: 0.737, Explained Variance Score Test: 0.253
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.421, R^2 test: 0.169
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.417, R^2 test: 0.207
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.406, R^2 test: 0.238
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.310, R^2 test: 0.250
best alpha via bootstrap CV: 0.1
AUC Train: 0.748, Explained Variance Score Train: 0.310
AUC Validation: 0.765, Explained Variance Score Validation: 0.296
AUC Test: 0.745, Explained Variance Score Test: 0.258
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.319, R^2 test: 0.265
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.312, R^2 test: 0.284
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.305, R^2 test: 0.292
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.238, R^2 test: 0.255
best alpha via bootstrap CV: 0.01
AUC Train: 0.786, Explained Variance Score Train: 0.305
AUC Validation: 0.736, Explained Variance Score Validation: 0.205
AUC Test: 0.754, Explained Variance Score Test: 0.293
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.523, R^2 test: 0.205
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.509, R^2 test: 0.213
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.497, R^2 test: 0.224
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.370, R^2 test: 0.250
best alpha via bootstrap CV: 0.1
AUC Train: 0.766, Explained Variance Score Train: 0.370
AUC Validation: 0.740, Explained Variance Score Validation: 0.225
AUC Test: 0.761, Explained Variance Score Test: 0.259
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.449, R^2 test: 0.231
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.436, R^2 test: 0.261
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.425, R^2 test: 0.283
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.335, R^2 test: 0.252
best alpha via bootstrap CV: 0.01
AUC Train: 0.804, Explained Variance Score Train: 0.425
AUC Validation: 0.626, Explained Variance Score Validation: 0.038
AUC Test: 0.736, Explained Variance Score Test: 0.283
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.461, R^2 test: 0.273
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.453, R^2 test: 0.302
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.446, R^2 test: 0.319
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.381, R^2 test: 0.310
best alpha via bootstrap CV: 0.01
AUC Train: 0.857, Explained Variance Score Train: 0.446
AUC Validation: 0.755, Explained Variance Score Validation: 0.241
AUC Test: 0.771, Explained Variance Score Test: 0.319
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.441, R^2 test: 0.216
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.434, R^2 test: 0.248
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.427, R^2 test: 0.260
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.333, R^2 test: 0.281
best alpha via bootstrap CV: 0.1
AUC Train: 0.805, Explained Variance Score Train: 0.333
AUC Validation: 0.766, Explained Variance Score Validation: 0.289
AUC Test: 0.765, Explained Variance Score Test: 0.284
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.493, R^2 test: 0.128
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.487, R^2 test: 0.165
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.473, R^2 test: 0.198
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.346, R^2 test: 0.282
best alpha via bootstrap CV: 0.1
AUC Train: 0.820, Explained Variance Score Train: 0.346
AUC Validation: 0.634, Explained Variance Score Validation: 0.011
AUC Test: 0.755, Explained Variance Score Test: 0.285
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.446, R^2 test: 0.286
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.438, R^2 test: 0.310
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.428, R^2 test: 0.321
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.337, R^2 test: 0.278
best alpha via bootstrap CV: 0.01
AUC Train: 0.822, Explained Variance Score Train: 0.428
AUC Validation: 0.788, Explained Variance Score Validation: 0.340
AUC Test: 0.779, Explained Variance Score Test: 0.322
total variables 35 and total subjects: 1751
->AUC validation: 0.719 95% CI: [0.686 , 0.753]
->AUC test: 0.755 95% CI: [0.746 , 0.763]
->Explained Variance (R2) validation: 0.207 95% CI: [0.143 , 0.270]
->Explained Variance (R2) test: 0.280 95% CI: [0.265 , 0.296]
Test set metrics:
@threshold:1.818, sens:0.000, spec:1.000, ppv:0.000, acc:0.777, f1:0.000, total+:0, total-:350
@threshold:1.077, sens:0.051, spec:1.000, ppv:1.000, acc:0.789, f1:0.098, total+:4, total-:346
@threshold:1.072, sens:0.064, spec:1.000, ppv:1.000, acc:0.791, f1:0.120, total+:5, total-:345
@threshold:1.068, sens:0.064, spec:0.996, ppv:0.833, acc:0.789, f1:0.119, total+:6, total-:344
@threshold:0.976, sens:0.077, spec:0.996, ppv:0.857, acc:0.791, f1:0.141, total+:7, total-:343
@threshold:0.943, sens:0.103, spec:0.993, ppv:0.800, acc:0.794, f1:0.182, total+:10, total-:340
@threshold:0.887, sens:0.115, spec:0.989, ppv:0.750, acc:0.794, f1:0.200, total+:12, total-:338
@threshold:0.857, sens:0.115, spec:0.985, ppv:0.692, acc:0.791, f1:0.198, total+:13, total-:337
@threshold:0.824, sens:0.128, spec:0.982, ppv:0.667, acc:0.791, f1:0.215, total+:15, total-:335
@threshold:0.823, sens:0.128, spec:0.978, ppv:0.625, acc:0.789, f1:0.213, total+:16, total-:334
@threshold:0.804, sens:0.141, spec:0.978, ppv:0.647, acc:0.791, f1:0.232, total+:17, total-:333
@threshold:0.757, sens:0.179, spec:0.974, ppv:0.667, acc:0.797, f1:0.283, total+:21, total-:329
@threshold:0.717, sens:0.192, spec:0.967, ppv:0.625, acc:0.794, f1:0.294, total+:24, total-:326
@threshold:0.693, sens:0.205, spec:0.963, ppv:0.615, acc:0.794, f1:0.308, total+:26, total-:324
@threshold:0.672, sens:0.218, spec:0.960, ppv:0.607, acc:0.794, f1:0.321, total+:28, total-:322
@threshold:0.656, sens:0.244, spec:0.956, ppv:0.613, acc:0.797, f1:0.349, total+:31, total-:319
@threshold:0.640, sens:0.256, spec:0.956, ppv:0.625, acc:0.800, f1:0.364, total+:32, total-:318
@threshold:0.559, sens:0.308, spec:0.952, ppv:0.649, acc:0.809, f1:0.417, total+:37, total-:313
@threshold:0.476, sens:0.321, spec:0.919, ppv:0.532, acc:0.786, f1:0.400, total+:47, total-:303
@threshold:0.474, sens:0.321, spec:0.915, ppv:0.521, acc:0.783, f1:0.397, total+:48, total-:302
@threshold:0.465, sens:0.333, spec:0.915, ppv:0.531, acc:0.786, f1:0.409, total+:49, total-:301
@threshold:0.457, sens:0.346, spec:0.912, ppv:0.529, acc:0.786, f1:0.419, total+:51, total-:299
@threshold:0.392, sens:0.359, spec:0.868, ppv:0.438, acc:0.754, f1:0.394, total+:64, total-:286
@threshold:0.367, sens:0.397, spec:0.864, ppv:0.456, acc:0.760, f1:0.425, total+:68, total-:282
@threshold:0.349, sens:0.410, spec:0.860, ppv:0.457, acc:0.760, f1:0.432, total+:70, total-:280
@threshold:0.339, sens:0.410, spec:0.857, ppv:0.451, acc:0.757, f1:0.430, total+:71, total-:279
@threshold:0.326, sens:0.423, spec:0.853, ppv:0.452, acc:0.757, f1:0.437, total+:73, total-:277
@threshold:0.321, sens:0.423, spec:0.849, ppv:0.446, acc:0.754, f1:0.434, total+:74, total-:276
@threshold:0.318, sens:0.436, spec:0.849, ppv:0.453, acc:0.757, f1:0.444, total+:75, total-:275
@threshold:0.310, sens:0.436, spec:0.846, ppv:0.447, acc:0.754, f1:0.442, total+:76, total-:274
@threshold:0.308, sens:0.449, spec:0.846, ppv:0.455, acc:0.757, f1:0.452, total+:77, total-:273
@threshold:0.291, sens:0.474, spec:0.842, ppv:0.463, acc:0.760, f1:0.468, total+:80, total-:270
@threshold:0.290, sens:0.487, spec:0.842, ppv:0.469, acc:0.763, f1:0.478, total+:81, total-:269
@threshold:0.288, sens:0.487, spec:0.838, ppv:0.463, acc:0.760, f1:0.475, total+:82, total-:268
@threshold:0.275, sens:0.500, spec:0.835, ppv:0.464, acc:0.760, f1:0.481, total+:84, total-:266
@threshold:0.265, sens:0.526, spec:0.831, ppv:0.471, acc:0.763, f1:0.497, total+:87, total-:263
@threshold:0.257, sens:0.538, spec:0.824, ppv:0.467, acc:0.760, f1:0.500, total+:90, total-:260
@threshold:0.247, sens:0.538, spec:0.820, ppv:0.462, acc:0.757, f1:0.497, total+:91, total-:259
@threshold:0.237, sens:0.551, spec:0.801, ppv:0.443, acc:0.746, f1:0.491, total+:97, total-:253
@threshold:0.234, sens:0.551, spec:0.798, ppv:0.439, acc:0.743, f1:0.489, total+:98, total-:252
@threshold:0.232, sens:0.564, spec:0.798, ppv:0.444, acc:0.746, f1:0.497, total+:99, total-:251
@threshold:0.225, sens:0.564, spec:0.794, ppv:0.440, acc:0.743, f1:0.494, total+:100, total-:250
@threshold:0.208, sens:0.577, spec:0.779, ppv:0.429, acc:0.734, f1:0.492, total+:105, total-:245
@threshold:0.207, sens:0.577, spec:0.776, ppv:0.425, acc:0.731, f1:0.489, total+:106, total-:244
@threshold:0.205, sens:0.590, spec:0.776, ppv:0.430, acc:0.734, f1:0.497, total+:107, total-:243
@threshold:0.204, sens:0.590, spec:0.772, ppv:0.426, acc:0.731, f1:0.495, total+:108, total-:242
@threshold:0.181, sens:0.603, spec:0.757, ppv:0.416, acc:0.723, f1:0.492, total+:113, total-:237
@threshold:0.180, sens:0.603, spec:0.754, ppv:0.412, acc:0.720, f1:0.490, total+:114, total-:236
@threshold:0.164, sens:0.615, spec:0.743, ppv:0.407, acc:0.714, f1:0.490, total+:118, total-:232
@threshold:0.160, sens:0.615, spec:0.739, ppv:0.403, acc:0.711, f1:0.487, total+:119, total-:231
@threshold:0.139, sens:0.628, spec:0.724, ppv:0.395, acc:0.703, f1:0.485, total+:124, total-:226
@threshold:0.139, sens:0.628, spec:0.721, ppv:0.392, acc:0.700, f1:0.483, total+:125, total-:225
@threshold:0.128, sens:0.641, spec:0.710, ppv:0.388, acc:0.694, f1:0.483, total+:129, total-:221
@threshold:0.128, sens:0.641, spec:0.706, ppv:0.385, acc:0.691, f1:0.481, total+:130, total-:220
@threshold:0.113, sens:0.654, spec:0.688, ppv:0.375, acc:0.680, f1:0.477, total+:136, total-:214
@threshold:0.113, sens:0.654, spec:0.684, ppv:0.372, acc:0.677, f1:0.474, total+:137, total-:213
@threshold:0.106, sens:0.667, spec:0.680, ppv:0.374, acc:0.677, f1:0.479, total+:139, total-:211
@threshold:0.102, sens:0.667, spec:0.676, ppv:0.371, acc:0.674, f1:0.477, total+:140, total-:210
@threshold:0.099, sens:0.679, spec:0.669, ppv:0.371, acc:0.671, f1:0.480, total+:143, total-:207
@threshold:0.098, sens:0.679, spec:0.665, ppv:0.368, acc:0.669, f1:0.477, total+:144, total-:206
@threshold:0.081, sens:0.692, spec:0.651, ppv:0.362, acc:0.660, f1:0.476, total+:149, total-:201
@threshold:0.080, sens:0.692, spec:0.647, ppv:0.360, acc:0.657, f1:0.474, total+:150, total-:200
@threshold:0.060, sens:0.705, spec:0.625, ppv:0.350, acc:0.643, f1:0.468, total+:157, total-:193
@threshold:0.060, sens:0.705, spec:0.621, ppv:0.348, acc:0.640, f1:0.466, total+:158, total-:192
@threshold:0.059, sens:0.718, spec:0.621, ppv:0.352, acc:0.643, f1:0.473, total+:159, total-:191
@threshold:0.048, sens:0.744, spec:0.596, ppv:0.345, acc:0.629, f1:0.472, total+:168, total-:182
@threshold:0.047, sens:0.744, spec:0.592, ppv:0.343, acc:0.626, f1:0.470, total+:169, total-:181
@threshold:0.041, sens:0.756, spec:0.585, ppv:0.343, acc:0.623, f1:0.472, total+:172, total-:178
@threshold:0.035, sens:0.756, spec:0.581, ppv:0.341, acc:0.620, f1:0.470, total+:173, total-:177
@threshold:0.035, sens:0.769, spec:0.570, ppv:0.339, acc:0.614, f1:0.471, total+:177, total-:173
@threshold:0.034, sens:0.769, spec:0.566, ppv:0.337, acc:0.611, f1:0.469, total+:178, total-:172
@threshold:0.030, sens:0.782, spec:0.559, ppv:0.337, acc:0.609, f1:0.471, total+:181, total-:169
@threshold:0.029, sens:0.782, spec:0.555, ppv:0.335, acc:0.606, f1:0.469, total+:182, total-:168
@threshold:0.023, sens:0.795, spec:0.551, ppv:0.337, acc:0.606, f1:0.473, total+:184, total-:166
@threshold:0.022, sens:0.795, spec:0.548, ppv:0.335, acc:0.603, f1:0.471, total+:185, total-:165
@threshold:0.016, sens:0.821, spec:0.544, ppv:0.340, acc:0.606, f1:0.481, total+:188, total-:162
@threshold:0.016, sens:0.821, spec:0.540, ppv:0.339, acc:0.603, f1:0.479, total+:189, total-:161
@threshold:0.014, sens:0.833, spec:0.540, ppv:0.342, acc:0.606, f1:0.485, total+:190, total-:160
@threshold:0.010, sens:0.833, spec:0.537, ppv:0.340, acc:0.603, f1:0.483, total+:191, total-:159
@threshold:0.010, sens:0.833, spec:0.526, ppv:0.335, acc:0.594, f1:0.478, total+:194, total-:156
@threshold:0.006, sens:0.846, spec:0.522, ppv:0.337, acc:0.594, f1:0.482, total+:196, total-:154
@threshold:0.004, sens:0.846, spec:0.518, ppv:0.335, acc:0.591, f1:0.480, total+:197, total-:153
@threshold:-0.001, sens:0.846, spec:0.511, ppv:0.332, acc:0.586, f1:0.477, total+:199, total-:151
@threshold:-0.002, sens:0.846, spec:0.507, ppv:0.330, acc:0.583, f1:0.475, total+:200, total-:150
@threshold:-0.007, sens:0.846, spec:0.493, ppv:0.324, acc:0.571, f1:0.468, total+:204, total-:146
@threshold:-0.010, sens:0.859, spec:0.493, ppv:0.327, acc:0.574, f1:0.473, total+:205, total-:145
@threshold:-0.010, sens:0.859, spec:0.489, ppv:0.325, acc:0.571, f1:0.472, total+:206, total-:144
@threshold:-0.013, sens:0.872, spec:0.489, ppv:0.329, acc:0.574, f1:0.477, total+:207, total-:143
@threshold:-0.014, sens:0.872, spec:0.485, ppv:0.327, acc:0.571, f1:0.476, total+:208, total-:142
@threshold:-0.015, sens:0.872, spec:0.474, ppv:0.322, acc:0.563, f1:0.471, total+:211, total-:139
@threshold:-0.020, sens:0.872, spec:0.471, ppv:0.321, acc:0.560, f1:0.469, total+:212, total-:138
@threshold:-0.022, sens:0.885, spec:0.471, ppv:0.324, acc:0.563, f1:0.474, total+:213, total-:137
@threshold:-0.028, sens:0.897, spec:0.467, ppv:0.326, acc:0.563, f1:0.478, total+:215, total-:135
@threshold:-0.043, sens:0.910, spec:0.463, ppv:0.327, acc:0.563, f1:0.481, total+:217, total-:133
@threshold:-0.043, sens:0.910, spec:0.460, ppv:0.326, acc:0.560, f1:0.480, total+:218, total-:132
@threshold:-0.074, sens:0.923, spec:0.426, ppv:0.316, acc:0.537, f1:0.471, total+:228, total-:122
@threshold:-0.074, sens:0.923, spec:0.423, ppv:0.314, acc:0.534, f1:0.469, total+:229, total-:121
@threshold:-0.122, sens:0.936, spec:0.368, ppv:0.298, acc:0.494, f1:0.452, total+:245, total-:105
@threshold:-0.127, sens:0.936, spec:0.364, ppv:0.297, acc:0.491, f1:0.451, total+:246, total-:104
@threshold:-0.150, sens:0.949, spec:0.357, ppv:0.297, acc:0.489, f1:0.453, total+:249, total-:101
@threshold:-0.153, sens:0.949, spec:0.353, ppv:0.296, acc:0.486, f1:0.451, total+:250, total-:100
@threshold:-0.160, sens:0.962, spec:0.349, ppv:0.298, acc:0.486, f1:0.455, total+:252, total-:98
@threshold:-0.160, sens:0.962, spec:0.346, ppv:0.296, acc:0.483, f1:0.453, total+:253, total-:97
@threshold:-0.281, sens:0.974, spec:0.268, ppv:0.276, acc:0.426, f1:0.431, total+:275, total-:75
@threshold:-0.291, sens:0.974, spec:0.265, ppv:0.275, acc:0.423, f1:0.429, total+:276, total-:74
@threshold:-0.294, sens:0.987, spec:0.265, ppv:0.278, acc:0.426, f1:0.434, total+:277, total-:73
@threshold:-0.301, sens:0.987, spec:0.261, ppv:0.277, acc:0.423, f1:0.433, total+:278, total-:72
@threshold:-1.422, sens:1.000, spec:0.004, ppv:0.223, acc:0.226, f1:0.365, total+:349, total-:1
* Vital: BMI-latest | coef 0.113 95% CI: [0.038 , 0.188] | OR_adj 1.120 [1.039 1.207] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.726
Correlated most with:
MatDeliveryAge:-0.053
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.034
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.024
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.024
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.003
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001
* Vital: Wt-avg19to24 | coef 0.091 95% CI: [0.033 , 0.150] | OR_adj 1.096 [1.033 1.162] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.745
Correlated most with:
MatDeliveryAge:-0.029
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.026
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.019
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.018
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.009
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.006
* Vital: BMI-avg16to19 | coef 0.090 95% CI: [0.018 , 0.163] | OR_adj 1.094 [1.018 1.177] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.722
Correlated most with:
MatDeliveryAge:-0.057
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.046
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.045
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.040
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.018
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.010
Vital: Ht-avg7to10 | coef -0.074 95% CI: [-0.123 , -0.025] | OR_adj 0.929 [0.884 0.975] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.487
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.032
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.023
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.023
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.018
MatDeliveryAge:0.014
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004
* Vital: BMI-gain0to24 | coef 0.074 95% CI: [0.024 , 0.124] | OR_adj 1.077 [1.024 1.132] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.741
Correlated most with:
MatDeliveryAge:-0.044
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.021
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.016
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.011
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.009
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.008
* Vital: Wt for Length ZScore-avg13to16 | coef 0.069 95% CI: [0.036 , 0.102] | OR_adj 1.071 [1.037 1.107] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.632
Correlated most with:
MatDeliveryAge:-0.064
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.021
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.020
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.018
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.003
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.001
* Vital: Wt-gain0to24 | coef 0.060 95% CI: [0.006 , 0.114] | OR_adj 1.062 [1.006 1.121] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.741
Correlated most with:
MatDeliveryAge:-0.034
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.023
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.017
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.016
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.012
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.005
* Vital: Wt for Length ZScore-avg16to19 | coef 0.048 95% CI: [-0.005 , 0.101] | OR_adj 1.049 [0.995 1.106] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.729
Correlated most with:
MatDeliveryAge:-0.071
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.045
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.044
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.039
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.008
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.007
MatDeliveryAge | coef 0.043 95% CI: [0.016 , 0.071] | OR_adj 1.044 [1.016 1.073] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.542
Correlated most with:
MatDeliveryAge:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.025
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.015
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.013
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.012
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.005
* Vital: Wt-latest | coef 0.043 95% CI: [0.013 , 0.073] | OR_adj 1.044 [1.014 1.075] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.681
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.054
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.053
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.022
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.020
MatDeliveryAge:0.008
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.002
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.037 95% CI: [0.003 , 0.070] | OR_adj 1.037 [1.003 1.073] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.479
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.046
MatDeliveryAge:0.025
* Vital: Wt-avg0to1 | coef 0.030 95% CI: [-0.003 , 0.062] | OR_adj 1.030 [0.997 1.064] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.553
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.020
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.007
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.007
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.003
MatDeliveryAge:-0.002
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.001
Vital: Ht-gain0to3 | coef -0.026 95% CI: [-0.055 , 0.004] | OR_adj 0.975 [0.946 1.004] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.527
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.043
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.043
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.032
MatDeliveryAge:-0.017
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.010
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004
* Vital: Wt for Length ZScore-latest | coef 0.025 95% CI: [-0.026 , 0.076] | OR_adj 1.025 [0.974 1.078] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.732
Correlated most with:
MatDeliveryAge:-0.047
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.036
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.014
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.008
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.008
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.002
Vital: Wt-gain1to5 | coef -0.023 95% CI: [-0.046 , 0.000] | OR_adj 0.977 [0.955 1.000] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.515
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.060
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.060
MatDeliveryAge:0.025
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.018
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.018
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.015
* Vital: Wt Percentile-latest | coef 0.023 95% CI: [-0.003 , 0.049] | OR_adj 1.023 [0.997 1.050] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.693
Correlated most with:
MatDeliveryAge:-0.051
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.040
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.038
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.027
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.023
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.022
* Vital: Wt for Len Percentile-latest | coef 0.022 95% CI: [-0.005 , 0.048] | OR_adj 1.022 [0.995 1.049] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.749
Correlated most with:
MatDeliveryAge:-0.064
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.033
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.022
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.021
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.008
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.001
Vital: Ht-gain7to13 | coef -0.022 95% CI: [-0.047 , 0.004] | OR_adj 0.979 [0.954 1.004] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.548
Correlated most with:
MatDeliveryAge:0.037
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.033
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.033
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.030
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.026
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.001
Vital: HC-gain1to5 | coef 0.021 95% CI: [0.001 , 0.041] | OR_adj 1.021 [1.001 1.042] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.442
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.067
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.067
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.037
MatDeliveryAge:-0.003
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.003
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef -0.018 95% CI: [-0.036 , 0.000] | OR_adj 0.982 [0.965 1.000] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.460
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.046
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.044
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.042
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.042
MatDeliveryAge:0.015
* Vital: Wt for Length ZScore-avg5to7 | coef 0.015 95% CI: [-0.001 , 0.032] | OR_adj 1.016 [0.999 1.033] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.605
Correlated most with:
MatDeliveryAge:-0.046
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.030
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.029
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.009
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.001
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.001
* Vital: BMI-avg10to13 | coef 0.014 95% CI: [-0.023 , 0.051] | OR_adj 1.014 [0.978 1.052] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.675
Correlated most with:
MatDeliveryAge:-0.077
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.043
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.029
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.024
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.024
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.005
* Vital: BMI-avg3to5 | coef -0.013 95% CI: [-0.032 , 0.005] | OR_adj 0.987 [0.968 1.005] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.627
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.049
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.049
MatDeliveryAge:-0.029
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.019
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.012
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.004
* Vital: Wt for Length ZScore-avg3to5 | coef 0.013 95% CI: [-0.002 , 0.028] | OR_adj 1.013 [0.998 1.029] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.623
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.039
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.039
MatDeliveryAge:-0.036
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.023
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.000
* Vital: Wt for Len Percentile-avg16to19 | coef -0.012 95% CI: [-0.024 , -0.000] | OR_adj 0.988 [0.977 1.000] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.743
Correlated most with:
MatDeliveryAge:-0.089
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.055
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.055
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.025
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.006
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.002
* Vital: Wt for Length ZScore-avg7to10 | coef -0.012 95% CI: [-0.028 , 0.004] | OR_adj 0.988 [0.973 1.004] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.668
Correlated most with:
MatDeliveryAge:-0.069
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.024
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.015
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.007
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.003
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.003
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.011 95% CI: [-0.013 , 0.036] | OR_adj 1.011 [0.987 1.036] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.503
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.310
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.042
MatDeliveryAge:0.013
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.006
* Vital: BMI-avg7to10 | coef -0.011 95% CI: [-0.043 , 0.021] | OR_adj 0.989 [0.958 1.022] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.655
Correlated most with:
MatDeliveryAge:-0.062
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.024
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.014
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.010
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.010
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.003
* Vital: Wt for Len Percentile-avg10to13 | coef 0.010 95% CI: [-0.019 , 0.040] | OR_adj 1.010 [0.981 1.040] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.690
Correlated most with:
MatDeliveryAge:-0.077
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.026
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.013
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.011
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.011
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.010
* Vital: Wt for Len Percentile-avg5to7 | coef 0.008 95% CI: [-0.015 , 0.030] | OR_adj 1.008 [0.985 1.030] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.606
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.047
MatDeliveryAge:-0.045
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.020
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.002
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.001
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.006 95% CI: [-0.002 , 0.013] | OR_adj 1.006 [0.998 1.013] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.496
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.309
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.042
MatDeliveryAge:0.012
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.006
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef -0.002 95% CI: [-0.028 , 0.025] | OR_adj 0.998 [0.972 1.025] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.465
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.044
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.006
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.006
MatDeliveryAge:-0.005
* Vital: Wt for Length ZScore-avg1to3 | coef -0.001 95% CI: [-0.010 , 0.008] | OR_adj 0.999 [0.990 1.008] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.529
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.044
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.027
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.027
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.027
MatDeliveryAge:0.026
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.014
* Vital: Wt for Length Zscore-avg10to13 | coef -0.000 95% CI: [-0.023 , 0.023] | OR_adj 1.000 [0.977 1.023] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.706
Correlated most with:
MatDeliveryAge:-0.078
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.041
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.016
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.016
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.010
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001
* Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.732
Correlated most with:
MatDeliveryAge:-0.047
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.036
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.014
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.008
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.008
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.002
Vital : 0.57469536128
MatDeliveryAge : 0.0434316791034
Census : 0.0340725491229
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_index_lasso_fts_full
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_results_lasso_fts_full
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_models_lasso_fts_full.pkl
-----------------------------------------------------
boys lasso_fts full randomforest
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.199
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.857, R^2 test: 0.202
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.704, R^2 test: 0.203
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.627, R^2 test: 0.202
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.924, Explained Variance Score Train: 0.627
AUC Validation: 0.775, Explained Variance Score Validation: 0.247
AUC Test: 0.705, Explained Variance Score Test: 0.206
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.878, R^2 test: 0.184
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.785, R^2 test: 0.184
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.618, R^2 test: 0.194
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.546, R^2 test: 0.191
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.946, Explained Variance Score Train: 0.618
AUC Validation: 0.786, Explained Variance Score Validation: 0.289
AUC Test: 0.706, Explained Variance Score Test: 0.194
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.870, R^2 test: 0.161
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.771, R^2 test: 0.184
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.576, R^2 test: 0.200
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.493, R^2 test: 0.209
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.917, Explained Variance Score Train: 0.493
AUC Validation: 0.812, Explained Variance Score Validation: 0.336
AUC Test: 0.716, Explained Variance Score Test: 0.213
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.912, R^2 test: 0.153
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.880, R^2 test: 0.163
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.739, R^2 test: 0.168
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.676, R^2 test: 0.163
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.939, Explained Variance Score Train: 0.739
AUC Validation: 0.683, Explained Variance Score Validation: 0.081
AUC Test: 0.706, Explained Variance Score Test: 0.168
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.173
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.861, R^2 test: 0.175
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.712, R^2 test: 0.176
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.634, R^2 test: 0.174
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.940, Explained Variance Score Train: 0.712
AUC Validation: 0.682, Explained Variance Score Validation: 0.221
AUC Test: 0.708, Explained Variance Score Test: 0.184
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.221
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.222
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.665, R^2 test: 0.215
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.588, R^2 test: 0.214
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.979, Explained Variance Score Train: 0.832
AUC Validation: 0.753, Explained Variance Score Validation: 0.260
AUC Test: 0.702, Explained Variance Score Test: 0.222
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.876, R^2 test: 0.044
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: 0.041
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.618, R^2 test: 0.040
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.530, R^2 test: 0.047
best alpha via bootstrap CV: (3000, 2, 1)
AUC Train: 0.971, Explained Variance Score Train: 0.876
AUC Validation: 0.774, Explained Variance Score Validation: 0.121
AUC Test: 0.684, Explained Variance Score Test: 0.074
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.146
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.146
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.732, R^2 test: 0.145
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.667, R^2 test: 0.140
best alpha via bootstrap CV: (3000, 2, 1)
AUC Train: 0.987, Explained Variance Score Train: 0.904
AUC Validation: 0.844, Explained Variance Score Validation: 0.311
AUC Test: 0.687, Explained Variance Score Test: 0.147
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.914, R^2 test: 0.127
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.873, R^2 test: 0.137
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.725, R^2 test: 0.164
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.657, R^2 test: 0.171
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.914, Explained Variance Score Train: 0.657
AUC Validation: 0.707, Explained Variance Score Validation: 0.172
AUC Test: 0.696, Explained Variance Score Test: 0.174
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.172
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.838, R^2 test: 0.177
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.677, R^2 test: 0.196
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.599, R^2 test: 0.197
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.928, Explained Variance Score Train: 0.677
AUC Validation: 0.816, Explained Variance Score Validation: 0.183
AUC Test: 0.713, Explained Variance Score Test: 0.198
total variables 35 and total subjects: 1751
->AUC validation: 0.763 95% CI: [0.730 , 0.796]
->AUC test: 0.702 95% CI: [0.696 , 0.708]
->Explained Variance (R2) validation: 0.222 95% CI: [0.174 , 0.271]
->Explained Variance (R2) test: 0.178 95% CI: [0.153 , 0.203]
Test set metrics:
@threshold:1.604, sens:0.000, spec:1.000, ppv:0.000, acc:0.771, f1:0.000, total+:0, total-:350
@threshold:0.979, sens:0.113, spec:1.000, ppv:1.000, acc:0.797, f1:0.202, total+:9, total-:341
@threshold:0.916, sens:0.125, spec:1.000, ppv:1.000, acc:0.800, f1:0.222, total+:10, total-:340
@threshold:0.915, sens:0.125, spec:0.996, ppv:0.909, acc:0.797, f1:0.220, total+:11, total-:339
@threshold:0.788, sens:0.138, spec:0.978, ppv:0.647, acc:0.786, f1:0.227, total+:17, total-:333
@threshold:0.714, sens:0.150, spec:0.974, ppv:0.632, acc:0.786, f1:0.242, total+:19, total-:331
@threshold:0.703, sens:0.163, spec:0.974, ppv:0.650, acc:0.789, f1:0.260, total+:20, total-:330
@threshold:0.691, sens:0.163, spec:0.970, ppv:0.619, acc:0.786, f1:0.257, total+:21, total-:329
@threshold:0.667, sens:0.175, spec:0.967, ppv:0.609, acc:0.786, f1:0.272, total+:23, total-:327
@threshold:0.665, sens:0.175, spec:0.963, ppv:0.583, acc:0.783, f1:0.269, total+:24, total-:326
@threshold:0.630, sens:0.188, spec:0.959, ppv:0.577, acc:0.783, f1:0.283, total+:26, total-:324
@threshold:0.604, sens:0.188, spec:0.956, ppv:0.556, acc:0.780, f1:0.280, total+:27, total-:323
@threshold:0.584, sens:0.200, spec:0.948, ppv:0.533, acc:0.777, f1:0.291, total+:30, total-:320
@threshold:0.572, sens:0.212, spec:0.944, ppv:0.531, acc:0.777, f1:0.304, total+:32, total-:318
@threshold:0.563, sens:0.225, spec:0.944, ppv:0.545, acc:0.780, f1:0.319, total+:33, total-:317
@threshold:0.559, sens:0.237, spec:0.941, ppv:0.543, acc:0.780, f1:0.330, total+:35, total-:315
@threshold:0.511, sens:0.250, spec:0.930, ppv:0.513, acc:0.774, f1:0.336, total+:39, total-:311
@threshold:0.501, sens:0.250, spec:0.926, ppv:0.500, acc:0.771, f1:0.333, total+:40, total-:310
@threshold:0.497, sens:0.263, spec:0.926, ppv:0.512, acc:0.774, f1:0.347, total+:41, total-:309
@threshold:0.496, sens:0.263, spec:0.922, ppv:0.500, acc:0.771, f1:0.344, total+:42, total-:308
@threshold:0.468, sens:0.275, spec:0.911, ppv:0.478, acc:0.766, f1:0.349, total+:46, total-:304
@threshold:0.421, sens:0.325, spec:0.907, ppv:0.510, acc:0.774, f1:0.397, total+:51, total-:299
@threshold:0.416, sens:0.338, spec:0.904, ppv:0.509, acc:0.774, f1:0.406, total+:53, total-:297
@threshold:0.413, sens:0.338, spec:0.900, ppv:0.500, acc:0.771, f1:0.403, total+:54, total-:296
@threshold:0.327, sens:0.350, spec:0.881, ppv:0.467, acc:0.760, f1:0.400, total+:60, total-:290
@threshold:0.326, sens:0.362, spec:0.878, ppv:0.468, acc:0.760, f1:0.408, total+:62, total-:288
@threshold:0.310, sens:0.375, spec:0.870, ppv:0.462, acc:0.757, f1:0.414, total+:65, total-:285
@threshold:0.300, sens:0.388, spec:0.867, ppv:0.463, acc:0.757, f1:0.422, total+:67, total-:283
@threshold:0.294, sens:0.400, spec:0.863, ppv:0.464, acc:0.757, f1:0.430, total+:69, total-:281
@threshold:0.289, sens:0.400, spec:0.859, ppv:0.457, acc:0.754, f1:0.427, total+:70, total-:280
@threshold:0.288, sens:0.412, spec:0.856, ppv:0.458, acc:0.754, f1:0.434, total+:72, total-:278
@threshold:0.286, sens:0.412, spec:0.852, ppv:0.452, acc:0.751, f1:0.431, total+:73, total-:277
@threshold:0.277, sens:0.425, spec:0.852, ppv:0.459, acc:0.754, f1:0.442, total+:74, total-:276
@threshold:0.274, sens:0.425, spec:0.848, ppv:0.453, acc:0.751, f1:0.439, total+:75, total-:275
@threshold:0.212, sens:0.438, spec:0.804, ppv:0.398, acc:0.720, f1:0.417, total+:88, total-:262
@threshold:0.208, sens:0.438, spec:0.800, ppv:0.393, acc:0.717, f1:0.414, total+:89, total-:261
@threshold:0.205, sens:0.450, spec:0.800, ppv:0.400, acc:0.720, f1:0.424, total+:90, total-:260
@threshold:0.202, sens:0.450, spec:0.796, ppv:0.396, acc:0.717, f1:0.421, total+:91, total-:259
@threshold:0.190, sens:0.463, spec:0.793, ppv:0.398, acc:0.717, f1:0.428, total+:93, total-:257
@threshold:0.184, sens:0.463, spec:0.789, ppv:0.394, acc:0.714, f1:0.425, total+:94, total-:256
@threshold:0.181, sens:0.475, spec:0.789, ppv:0.400, acc:0.717, f1:0.434, total+:95, total-:255
@threshold:0.180, sens:0.475, spec:0.785, ppv:0.396, acc:0.714, f1:0.432, total+:96, total-:254
@threshold:0.166, sens:0.487, spec:0.770, ppv:0.386, acc:0.706, f1:0.431, total+:101, total-:249
@threshold:0.166, sens:0.487, spec:0.767, ppv:0.382, acc:0.703, f1:0.429, total+:102, total-:248
@threshold:0.141, sens:0.500, spec:0.744, ppv:0.367, acc:0.689, f1:0.423, total+:109, total-:241
@threshold:0.141, sens:0.500, spec:0.741, ppv:0.364, acc:0.686, f1:0.421, total+:110, total-:240
@threshold:0.139, sens:0.512, spec:0.741, ppv:0.369, acc:0.689, f1:0.429, total+:111, total-:239
@threshold:0.130, sens:0.537, spec:0.737, ppv:0.377, acc:0.691, f1:0.443, total+:114, total-:236
@threshold:0.128, sens:0.550, spec:0.737, ppv:0.383, acc:0.694, f1:0.451, total+:115, total-:235
@threshold:0.120, sens:0.575, spec:0.733, ppv:0.390, acc:0.697, f1:0.465, total+:118, total-:232
@threshold:0.082, sens:0.588, spec:0.711, ppv:0.376, acc:0.683, f1:0.459, total+:125, total-:225
@threshold:0.078, sens:0.588, spec:0.707, ppv:0.373, acc:0.680, f1:0.456, total+:126, total-:224
@threshold:0.028, sens:0.600, spec:0.667, ppv:0.348, acc:0.651, f1:0.440, total+:138, total-:212
@threshold:0.017, sens:0.613, spec:0.663, ppv:0.350, acc:0.651, f1:0.445, total+:140, total-:210
@threshold:0.014, sens:0.625, spec:0.663, ppv:0.355, acc:0.654, f1:0.452, total+:141, total-:209
@threshold:0.010, sens:0.625, spec:0.659, ppv:0.352, acc:0.651, f1:0.450, total+:142, total-:208
@threshold:0.010, sens:0.637, spec:0.659, ppv:0.357, acc:0.654, f1:0.457, total+:143, total-:207
@threshold:0.008, sens:0.637, spec:0.656, ppv:0.354, acc:0.651, f1:0.455, total+:144, total-:206
@threshold:0.006, sens:0.650, spec:0.656, ppv:0.359, acc:0.654, f1:0.462, total+:145, total-:205
@threshold:0.001, sens:0.662, spec:0.652, ppv:0.361, acc:0.654, f1:0.467, total+:147, total-:203
@threshold:-0.052, sens:0.675, spec:0.578, ppv:0.321, acc:0.600, f1:0.435, total+:168, total-:182
@threshold:-0.052, sens:0.675, spec:0.574, ppv:0.320, acc:0.597, f1:0.434, total+:169, total-:181
@threshold:-0.057, sens:0.688, spec:0.567, ppv:0.320, acc:0.594, f1:0.437, total+:172, total-:178
@threshold:-0.059, sens:0.688, spec:0.563, ppv:0.318, acc:0.591, f1:0.435, total+:173, total-:177
@threshold:-0.060, sens:0.700, spec:0.563, ppv:0.322, acc:0.594, f1:0.441, total+:174, total-:176
@threshold:-0.061, sens:0.700, spec:0.559, ppv:0.320, acc:0.591, f1:0.439, total+:175, total-:175
@threshold:-0.067, sens:0.700, spec:0.544, ppv:0.313, acc:0.580, f1:0.432, total+:179, total-:171
@threshold:-0.071, sens:0.700, spec:0.541, ppv:0.311, acc:0.577, f1:0.431, total+:180, total-:170
@threshold:-0.105, sens:0.713, spec:0.507, ppv:0.300, acc:0.554, f1:0.422, total+:190, total-:160
@threshold:-0.109, sens:0.713, spec:0.504, ppv:0.298, acc:0.551, f1:0.421, total+:191, total-:159
@threshold:-0.111, sens:0.725, spec:0.500, ppv:0.301, acc:0.551, f1:0.425, total+:193, total-:157
@threshold:-0.114, sens:0.725, spec:0.496, ppv:0.299, acc:0.549, f1:0.423, total+:194, total-:156
@threshold:-0.114, sens:0.738, spec:0.496, ppv:0.303, acc:0.551, f1:0.429, total+:195, total-:155
@threshold:-0.122, sens:0.738, spec:0.493, ppv:0.301, acc:0.549, f1:0.428, total+:196, total-:154
@threshold:-0.126, sens:0.750, spec:0.485, ppv:0.302, acc:0.546, f1:0.430, total+:199, total-:151
@threshold:-0.133, sens:0.750, spec:0.481, ppv:0.300, acc:0.543, f1:0.429, total+:200, total-:150
@threshold:-0.149, sens:0.762, spec:0.478, ppv:0.302, acc:0.543, f1:0.433, total+:202, total-:148
@threshold:-0.150, sens:0.762, spec:0.474, ppv:0.300, acc:0.540, f1:0.431, total+:203, total-:147
@threshold:-0.163, sens:0.775, spec:0.463, ppv:0.300, acc:0.534, f1:0.432, total+:207, total-:143
@threshold:-0.165, sens:0.775, spec:0.459, ppv:0.298, acc:0.531, f1:0.431, total+:208, total-:142
@threshold:-0.166, sens:0.787, spec:0.452, ppv:0.299, acc:0.529, f1:0.433, total+:211, total-:139
@threshold:-0.171, sens:0.787, spec:0.448, ppv:0.297, acc:0.526, f1:0.432, total+:212, total-:138
@threshold:-0.178, sens:0.800, spec:0.441, ppv:0.298, acc:0.523, f1:0.434, total+:215, total-:135
@threshold:-0.189, sens:0.812, spec:0.437, ppv:0.300, acc:0.523, f1:0.438, total+:217, total-:133
@threshold:-0.193, sens:0.825, spec:0.437, ppv:0.303, acc:0.526, f1:0.443, total+:218, total-:132
@threshold:-0.197, sens:0.825, spec:0.433, ppv:0.301, acc:0.523, f1:0.441, total+:219, total-:131
@threshold:-0.202, sens:0.838, spec:0.426, ppv:0.302, acc:0.520, f1:0.444, total+:222, total-:128
@threshold:-0.206, sens:0.838, spec:0.422, ppv:0.300, acc:0.517, f1:0.442, total+:223, total-:127
@threshold:-0.222, sens:0.850, spec:0.393, ppv:0.293, acc:0.497, f1:0.436, total+:232, total-:118
@threshold:-0.222, sens:0.850, spec:0.389, ppv:0.292, acc:0.494, f1:0.435, total+:233, total-:117
@threshold:-0.231, sens:0.863, spec:0.385, ppv:0.294, acc:0.494, f1:0.438, total+:235, total-:115
@threshold:-0.232, sens:0.863, spec:0.381, ppv:0.292, acc:0.491, f1:0.437, total+:236, total-:114
@threshold:-0.274, sens:0.875, spec:0.333, ppv:0.280, acc:0.457, f1:0.424, total+:250, total-:100
@threshold:-0.275, sens:0.875, spec:0.330, ppv:0.279, acc:0.454, f1:0.423, total+:251, total-:99
@threshold:-0.300, sens:0.887, spec:0.285, ppv:0.269, acc:0.423, f1:0.413, total+:264, total-:86
@threshold:-0.306, sens:0.887, spec:0.281, ppv:0.268, acc:0.420, f1:0.412, total+:265, total-:85
@threshold:-0.313, sens:0.900, spec:0.267, ppv:0.267, acc:0.411, f1:0.411, total+:270, total-:80
@threshold:-0.317, sens:0.912, spec:0.263, ppv:0.268, acc:0.411, f1:0.415, total+:272, total-:78
@threshold:-0.359, sens:0.925, spec:0.230, ppv:0.262, acc:0.389, f1:0.409, total+:282, total-:68
@threshold:-0.359, sens:0.925, spec:0.226, ppv:0.261, acc:0.386, f1:0.408, total+:283, total-:67
@threshold:-0.410, sens:0.938, spec:0.174, ppv:0.252, acc:0.349, f1:0.397, total+:298, total-:52
@threshold:-0.412, sens:0.938, spec:0.170, ppv:0.251, acc:0.346, f1:0.396, total+:299, total-:51
@threshold:-0.436, sens:0.950, spec:0.163, ppv:0.252, acc:0.343, f1:0.398, total+:302, total-:48
@threshold:-0.441, sens:0.963, spec:0.159, ppv:0.253, acc:0.343, f1:0.401, total+:304, total-:46
@threshold:-0.474, sens:0.975, spec:0.133, ppv:0.250, acc:0.326, f1:0.398, total+:312, total-:38
@threshold:-0.476, sens:0.975, spec:0.130, ppv:0.249, acc:0.323, f1:0.397, total+:313, total-:37
@threshold:-0.867, sens:0.988, spec:0.004, ppv:0.227, acc:0.229, f1:0.369, total+:348, total-:2
@threshold:-0.878, sens:0.988, spec:0.000, ppv:0.226, acc:0.226, f1:0.368, total+:349, total-:1
* Vital: BMI-gain0to24 | coef 0.138 95% CI: [0.092 , 0.184] | OR_adj 1.148 [1.096 1.202] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.687
Correlated most with:
MatDeliveryAge:-0.044
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.021
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.016
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.011
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.009
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.008
* Vital: Wt for Length ZScore-gain0to24 | coef 0.083 95% CI: [0.060 , 0.106] | OR_adj 1.087 [1.062 1.112] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.684
Correlated most with:
MatDeliveryAge:-0.047
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.036
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.014
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.008
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.008
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.002
* Vital: Wt for Length ZScore-latest | coef 0.082 95% CI: [0.058 , 0.107] | OR_adj 1.086 [1.060 1.112] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.684
Correlated most with:
MatDeliveryAge:-0.047
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.036
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.014
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.008
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.008
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.002
* Vital: Wt-latest | coef 0.048 95% CI: [0.013 , 0.083] | OR_adj 1.049 [1.013 1.087] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.660
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.054
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.053
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.022
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.020
MatDeliveryAge:0.008
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.002
* Vital: BMI-latest | coef 0.047 95% CI: [0.034 , 0.061] | OR_adj 1.049 [1.034 1.063] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.709
Correlated most with:
MatDeliveryAge:-0.053
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.034
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.024
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.024
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.003
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001
* Vital: Wt-avg19to24 | coef 0.040 95% CI: [0.027 , 0.054] | OR_adj 1.041 [1.027 1.055] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.664
Correlated most with:
MatDeliveryAge:-0.029
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.026
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.019
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.018
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.009
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.006
MatDeliveryAge | coef 0.039 95% CI: [0.021 , 0.056] | OR_adj 1.039 [1.021 1.058] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.507
Correlated most with:
MatDeliveryAge:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.025
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.015
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.013
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.012
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.005
* Vital: Wt Percentile-latest | coef 0.038 95% CI: [0.012 , 0.064] | OR_adj 1.039 [1.012 1.066] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.653
Correlated most with:
MatDeliveryAge:-0.051
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.040
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.038
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.027
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.023
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.022
* Vital: Wt for Length ZScore-avg16to19 | coef 0.030 95% CI: [0.016 , 0.043] | OR_adj 1.030 [1.016 1.044] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.648
Correlated most with:
MatDeliveryAge:-0.071
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.045
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.044
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.039
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.008
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.007
Vital: Wt-gain1to5 | coef 0.028 95% CI: [0.010 , 0.046] | OR_adj 1.028 [1.010 1.047] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.556
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.060
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.060
MatDeliveryAge:0.025
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.018
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.018
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.015
* Vital: Wt-avg0to1 | coef 0.028 95% CI: [0.017 , 0.039] | OR_adj 1.028 [1.017 1.040] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.579
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.020
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.007
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.007
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.003
MatDeliveryAge:-0.002
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.001
* Vital: Wt for Len Percentile-latest | coef 0.025 95% CI: [0.011 , 0.039] | OR_adj 1.025 [1.011 1.039] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.698
Correlated most with:
MatDeliveryAge:-0.064
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.033
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.022
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.021
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.008
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.001
* Vital: Wt for Length ZScore-avg13to16 | coef 0.025 95% CI: [0.017 , 0.033] | OR_adj 1.025 [1.017 1.033] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.653
Correlated most with:
MatDeliveryAge:-0.064
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.021
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.020
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.018
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.003
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.001
* Vital: BMI-avg10to13 | coef 0.024 95% CI: [0.018 , 0.031] | OR_adj 1.025 [1.018 1.031] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.621
Correlated most with:
MatDeliveryAge:-0.077
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.043
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.029
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.024
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.024
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.005
* Vital: Wt-gain0to24 | coef 0.024 95% CI: [0.016 , 0.032] | OR_adj 1.024 [1.016 1.032] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.659
Correlated most with:
MatDeliveryAge:-0.034
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.023
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.017
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.016
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.012
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.005
* Vital: BMI-avg16to19 | coef 0.022 95% CI: [0.016 , 0.028] | OR_adj 1.022 [1.016 1.028] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.670
Correlated most with:
MatDeliveryAge:-0.057
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.046
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.045
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.040
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.018
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.010
Vital: Ht-avg7to10 | coef 0.021 95% CI: [0.012 , 0.030] | OR_adj 1.022 [1.012 1.031] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.505
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.032
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.023
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.023
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.018
MatDeliveryAge:0.014
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004
* Vital: Wt for Len Percentile-avg16to19 | coef 0.020 95% CI: [0.006 , 0.033] | OR_adj 1.020 [1.006 1.034] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.659
Correlated most with:
MatDeliveryAge:-0.089
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.055
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.055
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.025
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.006
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.002
Vital: Ht-gain0to3 | coef 0.020 95% CI: [0.014 , 0.025] | OR_adj 1.020 [1.014 1.026] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.494
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.043
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.043
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.032
MatDeliveryAge:-0.017
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.010
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004
* Vital: Wt for Length ZScore-avg1to3 | coef 0.019 95% CI: [0.015 , 0.024] | OR_adj 1.020 [1.015 1.024] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.584
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.044
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.027
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.027
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.027
MatDeliveryAge:0.026
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.014
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.017 95% CI: [0.013 , 0.022] | OR_adj 1.018 [1.013 1.023] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.411
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.046
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.044
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.042
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.042
MatDeliveryAge:0.015
* Vital: Wt for Len Percentile-avg10to13 | coef 0.017 95% CI: [0.005 , 0.030] | OR_adj 1.018 [1.005 1.030] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.636
Correlated most with:
MatDeliveryAge:-0.077
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.026
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.013
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.011
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.011
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.010
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.016 95% CI: [0.011 , 0.021] | OR_adj 1.016 [1.011 1.021] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.509
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.046
MatDeliveryAge:0.025
Vital: Ht-gain7to13 | coef 0.015 95% CI: [0.012 , 0.018] | OR_adj 1.015 [1.013 1.018] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.518
Correlated most with:
MatDeliveryAge:0.037
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.033
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.033
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.030
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.026
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.001
* Vital: Wt for Length Zscore-avg10to13 | coef 0.015 95% CI: [0.011 , 0.019] | OR_adj 1.015 [1.011 1.019] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.642
Correlated most with:
MatDeliveryAge:-0.078
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.041
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.016
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.016
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.010
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001
* Vital: Wt for Length ZScore-avg5to7 | coef 0.014 95% CI: [0.011 , 0.018] | OR_adj 1.015 [1.011 1.018] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.634
Correlated most with:
MatDeliveryAge:-0.046
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.030
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.029
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.009
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.001
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.001
* Vital: BMI-avg7to10 | coef 0.014 95% CI: [0.008 , 0.020] | OR_adj 1.014 [1.008 1.021] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.648
Correlated most with:
MatDeliveryAge:-0.062
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.024
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.014
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.010
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.010
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.003
Vital: HC-gain1to5 | coef 0.013 95% CI: [0.010 , 0.017] | OR_adj 1.013 [1.010 1.017] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.534
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.067
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.067
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.037
MatDeliveryAge:-0.003
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.003
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.000
* Vital: BMI-avg3to5 | coef 0.013 95% CI: [0.011 , 0.014] | OR_adj 1.013 [1.011 1.014] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.581
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.049
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.049
MatDeliveryAge:-0.029
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.019
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.012
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.004
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.012 95% CI: [0.007 , 0.017] | OR_adj 1.012 [1.007 1.017] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.449
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.044
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.006
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.006
MatDeliveryAge:-0.005
* Vital: Wt for Length ZScore-avg3to5 | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.587
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.039
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.039
MatDeliveryAge:-0.036
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.023
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.000
* Vital: Wt for Length ZScore-avg7to10 | coef 0.011 95% CI: [0.009 , 0.014] | OR_adj 1.011 [1.009 1.014] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.651
Correlated most with:
MatDeliveryAge:-0.069
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.024
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.015
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.007
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.003
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.003
* Vital: Wt for Len Percentile-avg5to7 | coef 0.011 95% CI: [0.007 , 0.015] | OR_adj 1.011 [1.007 1.015] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.607
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.047
MatDeliveryAge:-0.045
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.020
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.002
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.001
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.008 95% CI: [0.004 , 0.012] | OR_adj 1.008 [1.004 1.012] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.558
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.310
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.042
MatDeliveryAge:0.013
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.006
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.008 95% CI: [0.005 , 0.012] | OR_adj 1.008 [1.005 1.012] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.558
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.309
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.042
MatDeliveryAge:0.012
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.006
Vital : 0.89923422237
MatDeliveryAge : 0.0386095104686
Census : 0.0621562671618
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_index_lasso_fts_full
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_results_lasso_fts_full
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_models_lasso_fts_full.pkl
-----------------------------------------------------
boys lasso_fts full gradientboost
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.740, R^2 test: 0.252
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.771, R^2 test: 0.233
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.231
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.930, Explained Variance Score Train: 0.762
AUC Validation: 0.773, Explained Variance Score Validation: 0.314
AUC Test: 0.737, Explained Variance Score Test: 0.239
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.801, R^2 test: 0.199
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.856, R^2 test: 0.191
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.886, R^2 test: 0.201
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.953, Explained Variance Score Train: 0.801
AUC Validation: 0.701, Explained Variance Score Validation: 0.022
AUC Test: 0.762, Explained Variance Score Test: 0.205
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.210
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.213
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.895, R^2 test: 0.208
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.972, Explained Variance Score Train: 0.874
AUC Validation: 0.728, Explained Variance Score Validation: 0.218
AUC Test: 0.744, Explained Variance Score Test: 0.217
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.706, R^2 test: 0.178
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.814, R^2 test: 0.176
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: 0.230
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.984, Explained Variance Score Train: 0.839
AUC Validation: 0.677, Explained Variance Score Validation: 0.255
AUC Test: 0.711, Explained Variance Score Test: 0.202
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.664, R^2 test: 0.175
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.741, R^2 test: 0.188
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.728, R^2 test: 0.159
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.926, Explained Variance Score Train: 0.715
AUC Validation: 0.695, Explained Variance Score Validation: 0.249
AUC Test: 0.735, Explained Variance Score Test: 0.188
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.755, R^2 test: 0.185
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.837, R^2 test: 0.172
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.193
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.972, Explained Variance Score Train: 0.866
AUC Validation: 0.770, Explained Variance Score Validation: 0.258
AUC Test: 0.720, Explained Variance Score Test: 0.183
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.187
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.757, R^2 test: 0.184
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.216
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.979, Explained Variance Score Train: 0.845
AUC Validation: 0.725, Explained Variance Score Validation: 0.200
AUC Test: 0.739, Explained Variance Score Test: 0.193
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.636, R^2 test: 0.156
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: 0.153
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.743, R^2 test: 0.180
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.987, Explained Variance Score Train: 0.741
AUC Validation: 0.709, Explained Variance Score Validation: 0.230
AUC Test: 0.711, Explained Variance Score Test: 0.157
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: 0.256
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.255
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: 0.264
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.976, Explained Variance Score Train: 0.831
AUC Validation: 0.701, Explained Variance Score Validation: 0.230
AUC Test: 0.747, Explained Variance Score Test: 0.262
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.838, R^2 test: 0.243
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.257
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: 0.262
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.961, Explained Variance Score Train: 0.923
AUC Validation: 0.586, Explained Variance Score Validation: 0.025
AUC Test: 0.736, Explained Variance Score Test: 0.256
total variables 35 and total subjects: 1751
->AUC validation: 0.706 95% CI: [0.676 , 0.737]
->AUC test: 0.734 95% CI: [0.725 , 0.744]
->Explained Variance (R2) validation: 0.200 95% CI: [0.142 , 0.257]
->Explained Variance (R2) test: 0.210 95% CI: [0.190 , 0.230]
Test set metrics:
@threshold:2.535, sens:0.000, spec:1.000, ppv:0.000, acc:0.777, f1:0.000, total+:0, total-:350
@threshold:1.535, sens:0.000, spec:1.000, ppv:0.000, acc:0.777, f1:0.000, total+:0, total-:350
@threshold:1.353, sens:0.000, spec:0.996, ppv:0.000, acc:0.774, f1:0.000, total+:1, total-:349
@threshold:1.257, sens:0.013, spec:0.996, ppv:0.500, acc:0.777, f1:0.025, total+:2, total-:348
@threshold:1.107, sens:0.077, spec:0.993, ppv:0.750, acc:0.789, f1:0.140, total+:8, total-:342
@threshold:1.078, sens:0.090, spec:0.989, ppv:0.700, acc:0.789, f1:0.159, total+:10, total-:340
@threshold:1.004, sens:0.115, spec:0.985, ppv:0.692, acc:0.791, f1:0.198, total+:13, total-:337
@threshold:0.982, sens:0.128, spec:0.982, ppv:0.667, acc:0.791, f1:0.215, total+:15, total-:335
@threshold:0.964, sens:0.141, spec:0.978, ppv:0.647, acc:0.791, f1:0.232, total+:17, total-:333
@threshold:0.954, sens:0.154, spec:0.978, ppv:0.667, acc:0.794, f1:0.250, total+:18, total-:332
@threshold:0.937, sens:0.154, spec:0.974, ppv:0.632, acc:0.791, f1:0.247, total+:19, total-:331
@threshold:0.909, sens:0.167, spec:0.974, ppv:0.650, acc:0.794, f1:0.265, total+:20, total-:330
@threshold:0.907, sens:0.167, spec:0.971, ppv:0.619, acc:0.791, f1:0.263, total+:21, total-:329
@threshold:0.883, sens:0.179, spec:0.963, ppv:0.583, acc:0.789, f1:0.275, total+:24, total-:326
@threshold:0.865, sens:0.192, spec:0.960, ppv:0.577, acc:0.789, f1:0.288, total+:26, total-:324
@threshold:0.835, sens:0.205, spec:0.956, ppv:0.571, acc:0.789, f1:0.302, total+:28, total-:322
@threshold:0.816, sens:0.231, spec:0.952, ppv:0.581, acc:0.791, f1:0.330, total+:31, total-:319
@threshold:0.772, sens:0.244, spec:0.945, ppv:0.559, acc:0.789, f1:0.339, total+:34, total-:316
@threshold:0.767, sens:0.244, spec:0.941, ppv:0.543, acc:0.786, f1:0.336, total+:35, total-:315
@threshold:0.751, sens:0.256, spec:0.934, ppv:0.526, acc:0.783, f1:0.345, total+:38, total-:312
@threshold:0.750, sens:0.256, spec:0.930, ppv:0.513, acc:0.780, f1:0.342, total+:39, total-:311
@threshold:0.692, sens:0.269, spec:0.915, ppv:0.477, acc:0.771, f1:0.344, total+:44, total-:306
@threshold:0.686, sens:0.269, spec:0.912, ppv:0.467, acc:0.769, f1:0.341, total+:45, total-:305
@threshold:0.670, sens:0.282, spec:0.901, ppv:0.449, acc:0.763, f1:0.346, total+:49, total-:301
@threshold:0.668, sens:0.282, spec:0.897, ppv:0.440, acc:0.760, f1:0.344, total+:50, total-:300
@threshold:0.644, sens:0.295, spec:0.893, ppv:0.442, acc:0.760, f1:0.354, total+:52, total-:298
@threshold:0.636, sens:0.295, spec:0.890, ppv:0.434, acc:0.757, f1:0.351, total+:53, total-:297
@threshold:0.631, sens:0.308, spec:0.890, ppv:0.444, acc:0.760, f1:0.364, total+:54, total-:296
@threshold:0.624, sens:0.308, spec:0.886, ppv:0.436, acc:0.757, f1:0.361, total+:55, total-:295
@threshold:0.622, sens:0.321, spec:0.886, ppv:0.446, acc:0.760, f1:0.373, total+:56, total-:294
@threshold:0.615, sens:0.321, spec:0.882, ppv:0.439, acc:0.757, f1:0.370, total+:57, total-:293
@threshold:0.598, sens:0.333, spec:0.875, ppv:0.433, acc:0.754, f1:0.377, total+:60, total-:290
@threshold:0.594, sens:0.333, spec:0.871, ppv:0.426, acc:0.751, f1:0.374, total+:61, total-:289
@threshold:0.562, sens:0.346, spec:0.860, ppv:0.415, acc:0.746, f1:0.378, total+:65, total-:285
@threshold:0.555, sens:0.372, spec:0.857, ppv:0.426, acc:0.749, f1:0.397, total+:68, total-:282
@threshold:0.552, sens:0.385, spec:0.857, ppv:0.435, acc:0.751, f1:0.408, total+:69, total-:281
@threshold:0.538, sens:0.410, spec:0.853, ppv:0.444, acc:0.754, f1:0.427, total+:72, total-:278
@threshold:0.530, sens:0.423, spec:0.853, ppv:0.452, acc:0.757, f1:0.437, total+:73, total-:277
@threshold:0.528, sens:0.423, spec:0.849, ppv:0.446, acc:0.754, f1:0.434, total+:74, total-:276
@threshold:0.494, sens:0.436, spec:0.838, ppv:0.436, acc:0.749, f1:0.436, total+:78, total-:272
@threshold:0.489, sens:0.436, spec:0.835, ppv:0.430, acc:0.746, f1:0.433, total+:79, total-:271
@threshold:0.462, sens:0.449, spec:0.820, ppv:0.417, acc:0.737, f1:0.432, total+:84, total-:266
@threshold:0.450, sens:0.449, spec:0.816, ppv:0.412, acc:0.734, f1:0.429, total+:85, total-:265
@threshold:0.449, sens:0.462, spec:0.816, ppv:0.419, acc:0.737, f1:0.439, total+:86, total-:264
@threshold:0.440, sens:0.462, spec:0.812, ppv:0.414, acc:0.734, f1:0.436, total+:87, total-:263
@threshold:0.429, sens:0.474, spec:0.805, ppv:0.411, acc:0.731, f1:0.440, total+:90, total-:260
@threshold:0.426, sens:0.474, spec:0.801, ppv:0.407, acc:0.729, f1:0.438, total+:91, total-:259
@threshold:0.354, sens:0.487, spec:0.765, ppv:0.373, acc:0.703, f1:0.422, total+:102, total-:248
@threshold:0.344, sens:0.487, spec:0.761, ppv:0.369, acc:0.700, f1:0.420, total+:103, total-:247
@threshold:0.320, sens:0.500, spec:0.754, ppv:0.368, acc:0.697, f1:0.424, total+:106, total-:244
@threshold:0.319, sens:0.500, spec:0.750, ppv:0.364, acc:0.694, f1:0.422, total+:107, total-:243
@threshold:0.315, sens:0.513, spec:0.750, ppv:0.370, acc:0.697, f1:0.430, total+:108, total-:242
@threshold:0.314, sens:0.513, spec:0.746, ppv:0.367, acc:0.694, f1:0.428, total+:109, total-:241
@threshold:0.314, sens:0.526, spec:0.746, ppv:0.373, acc:0.697, f1:0.436, total+:110, total-:240
@threshold:0.302, sens:0.526, spec:0.743, ppv:0.369, acc:0.694, f1:0.434, total+:111, total-:239
@threshold:0.296, sens:0.538, spec:0.743, ppv:0.375, acc:0.697, f1:0.442, total+:112, total-:238
@threshold:0.291, sens:0.538, spec:0.739, ppv:0.372, acc:0.694, f1:0.440, total+:113, total-:237
@threshold:0.290, sens:0.551, spec:0.739, ppv:0.377, acc:0.697, f1:0.448, total+:114, total-:236
@threshold:0.282, sens:0.551, spec:0.735, ppv:0.374, acc:0.694, f1:0.446, total+:115, total-:235
@threshold:0.259, sens:0.564, spec:0.713, ppv:0.361, acc:0.680, f1:0.440, total+:122, total-:228
@threshold:0.250, sens:0.564, spec:0.710, ppv:0.358, acc:0.677, f1:0.438, total+:123, total-:227
@threshold:0.248, sens:0.577, spec:0.710, ppv:0.363, acc:0.680, f1:0.446, total+:124, total-:226
@threshold:0.241, sens:0.577, spec:0.706, ppv:0.360, acc:0.677, f1:0.443, total+:125, total-:225
@threshold:0.198, sens:0.590, spec:0.684, ppv:0.348, acc:0.663, f1:0.438, total+:132, total-:218
@threshold:0.183, sens:0.590, spec:0.680, ppv:0.346, acc:0.660, f1:0.436, total+:133, total-:217
@threshold:0.177, sens:0.603, spec:0.676, ppv:0.348, acc:0.660, f1:0.441, total+:135, total-:215
@threshold:0.174, sens:0.603, spec:0.673, ppv:0.346, acc:0.657, f1:0.439, total+:136, total-:214
@threshold:0.141, sens:0.615, spec:0.658, ppv:0.340, acc:0.649, f1:0.438, total+:141, total-:209
@threshold:0.136, sens:0.615, spec:0.654, ppv:0.338, acc:0.646, f1:0.436, total+:142, total-:208
@threshold:0.110, sens:0.628, spec:0.643, ppv:0.336, acc:0.640, f1:0.438, total+:146, total-:204
@threshold:0.107, sens:0.628, spec:0.640, ppv:0.333, acc:0.637, f1:0.436, total+:147, total-:203
@threshold:0.105, sens:0.641, spec:0.640, ppv:0.338, acc:0.640, f1:0.442, total+:148, total-:202
@threshold:0.100, sens:0.641, spec:0.636, ppv:0.336, acc:0.637, f1:0.441, total+:149, total-:201
@threshold:0.046, sens:0.654, spec:0.610, ppv:0.325, acc:0.620, f1:0.434, total+:157, total-:193
@threshold:0.037, sens:0.654, spec:0.607, ppv:0.323, acc:0.617, f1:0.432, total+:158, total-:192
@threshold:0.033, sens:0.667, spec:0.607, ppv:0.327, acc:0.620, f1:0.439, total+:159, total-:191
@threshold:0.026, sens:0.667, spec:0.603, ppv:0.325, acc:0.617, f1:0.437, total+:160, total-:190
@threshold:-0.019, sens:0.679, spec:0.585, ppv:0.319, acc:0.606, f1:0.434, total+:166, total-:184
@threshold:-0.022, sens:0.718, spec:0.581, ppv:0.329, acc:0.611, f1:0.452, total+:170, total-:180
@threshold:-0.068, sens:0.731, spec:0.559, ppv:0.322, acc:0.597, f1:0.447, total+:177, total-:173
@threshold:-0.070, sens:0.731, spec:0.555, ppv:0.320, acc:0.594, f1:0.445, total+:178, total-:172
@threshold:-0.093, sens:0.744, spec:0.537, ppv:0.315, acc:0.583, f1:0.443, total+:184, total-:166
@threshold:-0.123, sens:0.769, spec:0.533, ppv:0.321, acc:0.586, f1:0.453, total+:187, total-:163
@threshold:-0.165, sens:0.782, spec:0.500, ppv:0.310, acc:0.563, f1:0.444, total+:197, total-:153
@threshold:-0.168, sens:0.782, spec:0.496, ppv:0.308, acc:0.560, f1:0.442, total+:198, total-:152
@threshold:-0.168, sens:0.795, spec:0.496, ppv:0.312, acc:0.563, f1:0.448, total+:199, total-:151
@threshold:-0.169, sens:0.795, spec:0.493, ppv:0.310, acc:0.560, f1:0.446, total+:200, total-:150
@threshold:-0.190, sens:0.808, spec:0.485, ppv:0.310, acc:0.557, f1:0.448, total+:203, total-:147
@threshold:-0.212, sens:0.808, spec:0.482, ppv:0.309, acc:0.554, f1:0.447, total+:204, total-:146
@threshold:-0.239, sens:0.821, spec:0.460, ppv:0.303, acc:0.540, f1:0.443, total+:211, total-:139
@threshold:-0.253, sens:0.846, spec:0.456, ppv:0.308, acc:0.543, f1:0.452, total+:214, total-:136
@threshold:-0.260, sens:0.859, spec:0.452, ppv:0.310, acc:0.543, f1:0.456, total+:216, total-:134
@threshold:-0.268, sens:0.859, spec:0.449, ppv:0.309, acc:0.540, f1:0.454, total+:217, total-:133
@threshold:-0.287, sens:0.872, spec:0.415, ppv:0.300, acc:0.517, f1:0.446, total+:227, total-:123
@threshold:-0.288, sens:0.872, spec:0.412, ppv:0.298, acc:0.514, f1:0.444, total+:228, total-:122
@threshold:-0.321, sens:0.885, spec:0.379, ppv:0.290, acc:0.491, f1:0.437, total+:238, total-:112
@threshold:-0.322, sens:0.885, spec:0.375, ppv:0.289, acc:0.489, f1:0.435, total+:239, total-:111
@threshold:-0.336, sens:0.897, spec:0.368, ppv:0.289, acc:0.486, f1:0.438, total+:242, total-:108
@threshold:-0.338, sens:0.897, spec:0.364, ppv:0.288, acc:0.483, f1:0.436, total+:243, total-:107
@threshold:-0.362, sens:0.910, spec:0.342, ppv:0.284, acc:0.469, f1:0.433, total+:250, total-:100
@threshold:-0.363, sens:0.910, spec:0.331, ppv:0.281, acc:0.460, f1:0.429, total+:253, total-:97
@threshold:-0.364, sens:0.910, spec:0.324, ppv:0.278, acc:0.454, f1:0.426, total+:255, total-:95
@threshold:-0.370, sens:0.923, spec:0.301, ppv:0.275, acc:0.440, f1:0.424, total+:262, total-:88
@threshold:-0.370, sens:0.923, spec:0.298, ppv:0.274, acc:0.437, f1:0.422, total+:263, total-:87
@threshold:-0.375, sens:0.936, spec:0.298, ppv:0.277, acc:0.440, f1:0.427, total+:264, total-:86
@threshold:-0.376, sens:0.936, spec:0.294, ppv:0.275, acc:0.437, f1:0.426, total+:265, total-:85
@threshold:-0.378, sens:0.949, spec:0.290, ppv:0.277, acc:0.437, f1:0.429, total+:267, total-:83
@threshold:-0.379, sens:0.949, spec:0.287, ppv:0.276, acc:0.434, f1:0.428, total+:268, total-:82
@threshold:-0.400, sens:0.962, spec:0.261, ppv:0.272, acc:0.417, f1:0.424, total+:276, total-:74
@threshold:-0.405, sens:0.962, spec:0.257, ppv:0.271, acc:0.414, f1:0.423, total+:277, total-:73
@threshold:-0.443, sens:0.974, spec:0.224, ppv:0.265, acc:0.391, f1:0.416, total+:287, total-:63
@threshold:-0.461, sens:0.974, spec:0.221, ppv:0.264, acc:0.389, f1:0.415, total+:288, total-:62
@threshold:-0.520, sens:0.987, spec:0.180, ppv:0.257, acc:0.360, f1:0.407, total+:300, total-:50
@threshold:-0.525, sens:0.987, spec:0.176, ppv:0.256, acc:0.357, f1:0.406, total+:301, total-:49
@threshold:-1.181, sens:1.000, spec:0.004, ppv:0.223, acc:0.226, f1:0.365, total+:349, total-:1
* Vital: Wt for Length ZScore-avg1to3 | coef 0.046 95% CI: [0.039 , 0.052] | OR_adj 1.047 [1.040 1.054] | occ: 1377 | OR_unadj: 1.349 [1.074 1.693] | indivs AUC:0.591
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.044
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.027
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.027
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.027
MatDeliveryAge:0.026
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.014
* Vital: Wt-avg0to1 | coef 0.045 95% CI: [0.037 , 0.052] | OR_adj 1.046 [1.038 1.054] | occ: 1356 | OR_unadj: 1.489 [1.184 1.873] | indivs AUC:0.527
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.020
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.007
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.007
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.003
MatDeliveryAge:-0.002
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.001
Vital: Wt-gain1to5 | coef 0.043 95% CI: [0.033 , 0.054] | OR_adj 1.044 [1.033 1.056] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.527
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.060
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.060
MatDeliveryAge:0.025
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.018
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.018
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.015
* Vital: Wt Percentile-latest | coef 0.042 95% CI: [0.034 , 0.051] | OR_adj 1.043 [1.035 1.052] | occ: 1034 | OR_unadj: 2.653 [2.104 3.345] | indivs AUC:0.688
Correlated most with:
MatDeliveryAge:-0.051
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.040
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.038
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.027
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.023
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.022
* Vital: Wt for Length ZScore-avg5to7 | coef 0.039 95% CI: [0.031 , 0.046] | OR_adj 1.040 [1.032 1.047] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.636
Correlated most with:
MatDeliveryAge:-0.046
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.030
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.029
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.009
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.001
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.001
* Vital: BMI-gain0to24 | coef 0.038 95% CI: [0.027 , 0.049] | OR_adj 1.038 [1.027 1.050] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.766
Correlated most with:
MatDeliveryAge:-0.044
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.021
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.016
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.011
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.009
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.008
* Vital: Wt for Length ZScore-avg13to16 | coef 0.037 95% CI: [0.026 , 0.049] | OR_adj 1.038 [1.026 1.051] | occ: 1285 | OR_unadj: 2.287 [1.818 2.877] | indivs AUC:0.667
Correlated most with:
MatDeliveryAge:-0.064
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.021
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.020
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.018
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.003
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.001
Vital: Ht-gain0to3 | coef 0.036 95% CI: [0.028 , 0.044] | OR_adj 1.037 [1.029 1.045] | occ: 1419 | OR_unadj: 1.156 [0.909 1.469] | indivs AUC:0.534
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.043
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.043
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.032
MatDeliveryAge:-0.017
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.010
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004
* Vital: BMI-avg3to5 | coef 0.035 95% CI: [0.026 , 0.044] | OR_adj 1.036 [1.026 1.045] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.584
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.049
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.049
MatDeliveryAge:-0.029
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.019
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.012
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.004
* Vital: Wt for Length ZScore-avg3to5 | coef 0.034 95% CI: [0.027 , 0.041] | OR_adj 1.035 [1.028 1.042] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.597
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.039
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.039
MatDeliveryAge:-0.036
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.023
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.000
Vital: Ht-gain7to13 | coef 0.033 95% CI: [0.028 , 0.038] | OR_adj 1.034 [1.029 1.039] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.536
Correlated most with:
MatDeliveryAge:0.037
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.033
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.033
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.030
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.026
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.001
Vital: Ht-avg7to10 | coef 0.033 95% CI: [0.028 , 0.038] | OR_adj 1.034 [1.029 1.039] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.557
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.032
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.023
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.023
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.018
MatDeliveryAge:0.014
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.033 95% CI: [0.023 , 0.042] | OR_adj 1.033 [1.023 1.043] | occ: 1124 | OR_unadj: 1.167 [0.908 1.500] | indivs AUC:0.465
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.337
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.310
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.309
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.046
MatDeliveryAge:0.025
* Vital: Wt for Length Zscore-avg10to13 | coef 0.031 95% CI: [0.025 , 0.038] | OR_adj 1.032 [1.025 1.038] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.718
Correlated most with:
MatDeliveryAge:-0.078
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.041
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.016
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.016
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.010
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001
* Vital: BMI-latest | coef 0.031 95% CI: [0.027 , 0.036] | OR_adj 1.032 [1.027 1.036] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.724
Correlated most with:
MatDeliveryAge:-0.053
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.034
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.024
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.024
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.003
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001
* Vital: Wt for Length ZScore-avg7to10 | coef 0.030 95% CI: [0.023 , 0.037] | OR_adj 1.030 [1.023 1.038] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.666
Correlated most with:
MatDeliveryAge:-0.069
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.024
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.015
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.007
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.003
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.003
* Vital: BMI-avg7to10 | coef 0.030 95% CI: [0.026 , 0.034] | OR_adj 1.030 [1.026 1.034] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.643
Correlated most with:
MatDeliveryAge:-0.062
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.024
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.014
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.010
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.010
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.003
* Vital: Wt-latest | coef 0.030 95% CI: [0.024 , 0.035] | OR_adj 1.030 [1.024 1.036] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.727
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.054
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.053
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.022
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.020
MatDeliveryAge:0.008
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.002
* Vital: BMI-avg10to13 | coef 0.029 95% CI: [0.025 , 0.033] | OR_adj 1.030 [1.026 1.034] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.683
Correlated most with:
MatDeliveryAge:-0.077
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.043
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.029
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.024
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.024
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.005
Vital: HC-gain1to5 | coef 0.029 95% CI: [0.022 , 0.035] | OR_adj 1.029 [1.022 1.036] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.462
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.067
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.067
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.037
MatDeliveryAge:-0.003
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.003
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.000
MatDeliveryAge | coef 0.028 95% CI: [0.025 , 0.031] | OR_adj 1.029 [1.025 1.032] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.557
Correlated most with:
MatDeliveryAge:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.025
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.015
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.013
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.012
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.005
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.028 95% CI: [0.023 , 0.033] | OR_adj 1.029 [1.023 1.034] | occ: 1120 | OR_unadj: 1.085 [0.845 1.392] | indivs AUC:0.480
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.337
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.044
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.006
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.006
MatDeliveryAge:-0.005
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.025 95% CI: [0.022 , 0.028] | OR_adj 1.026 [1.023 1.029] | occ: 1067 | OR_unadj: 1.024 [0.789 1.329] | indivs AUC:0.468
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.046
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.044
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.042
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.042
MatDeliveryAge:0.015
* Vital: BMI-avg16to19 | coef 0.025 95% CI: [0.021 , 0.030] | OR_adj 1.026 [1.021 1.030] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.715
Correlated most with:
MatDeliveryAge:-0.057
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.046
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.045
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.040
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.018
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.010
* Vital: Wt for Length ZScore-gain0to24 | coef 0.024 95% CI: [0.019 , 0.030] | OR_adj 1.025 [1.019 1.030] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.741
Correlated most with:
MatDeliveryAge:-0.047
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.036
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.014
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.008
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.008
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.002
* Vital: Wt for Length ZScore-latest | coef 0.024 95% CI: [0.018 , 0.029] | OR_adj 1.024 [1.018 1.030] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.741
Correlated most with:
MatDeliveryAge:-0.047
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.036
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.014
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.008
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.008
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.002
* Vital: Wt for Length ZScore-avg16to19 | coef 0.023 95% CI: [0.021 , 0.026] | OR_adj 1.024 [1.021 1.026] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.715
Correlated most with:
MatDeliveryAge:-0.071
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.045
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.044
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.039
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.008
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.007
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.018 95% CI: [0.013 , 0.023] | OR_adj 1.019 [1.013 1.024] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.524
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.998
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.310
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.042
MatDeliveryAge:0.013
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.006
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.018 95% CI: [0.014 , 0.022] | OR_adj 1.018 [1.014 1.022] | occ: 1129 | OR_unadj: 1.293 [1.010 1.656] | indivs AUC:0.524
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.998
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.309
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.042
MatDeliveryAge:0.012
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.006
* Vital: Wt-avg19to24 | coef 0.017 95% CI: [0.013 , 0.021] | OR_adj 1.017 [1.013 1.021] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.742
Correlated most with:
MatDeliveryAge:-0.029
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.026
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.019
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.018
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.009
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.006
* Vital: Wt for Len Percentile-avg5to7 | coef 0.017 95% CI: [0.014 , 0.019] | OR_adj 1.017 [1.014 1.020] | occ: 1198 | OR_unadj: 2.078 [1.634 2.643] | indivs AUC:0.620
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.047
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.047
MatDeliveryAge:-0.045
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.020
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.002
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.001
* Vital: Wt-gain0to24 | coef 0.015 95% CI: [0.013 , 0.018] | OR_adj 1.016 [1.013 1.018] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.739
Correlated most with:
MatDeliveryAge:-0.034
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.023
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.017
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.016
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.012
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.005
* Vital: Wt for Len Percentile-avg10to13 | coef 0.014 95% CI: [0.011 , 0.016] | OR_adj 1.014 [1.011 1.016] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.697
Correlated most with:
MatDeliveryAge:-0.077
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.026
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.013
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.011
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.011
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.010
* Vital: Wt for Len Percentile-avg16to19 | coef 0.010 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.012] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.717
Correlated most with:
MatDeliveryAge:-0.089
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.055
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.055
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.025
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.006
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.002
* Vital: Wt for Len Percentile-latest | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.749
Correlated most with:
MatDeliveryAge:-0.064
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.033
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.022
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.021
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.008
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.001
Vital : 0.849413291028
Census : 0.122405548592
MatDeliveryAge : 0.0281811603803
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_index_lasso_fts_full
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_results_lasso_fts_full
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_models_lasso_fts_full.pkl
-----------------------------------------------------
boys lasso_fts no_census lasso
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.446, R^2 test: 0.212 Bootstrap CV 2, alpha = 0.005, R^2 train: 0.441, R^2 test: 0.237 Bootstrap CV 2, alpha = 0.01, R^2 train: 0.431, R^2 test: 0.253 Bootstrap CV 2, alpha = 0.1, R^2 train: 0.325, R^2 test: 0.253 best alpha via bootstrap CV: 0.1 AUC Train: 0.777, Explained Variance Score Train: 0.325 AUC Validation: 0.797, Explained Variance Score Validation: 0.383 AUC Test: 0.743, Explained Variance Score Test: 0.256 Bootstrap CV 0, alpha = 0.001, R^2 train: 0.425, R^2 test: 0.132 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.417, R^2 test: 0.158 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.413, R^2 test: 0.175 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.327, R^2 test: 0.231 best alpha via bootstrap CV: 0.1 AUC Train: 0.815, Explained Variance Score Train: 0.327 AUC Validation: 0.718, Explained Variance Score Validation: 0.131 AUC Test: 0.726, Explained Variance Score Test: 0.240
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.439, R^2 test: 0.187
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.435, R^2 test: 0.194
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.430, R^2 test: 0.203
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.362, R^2 test: 0.230
best alpha via bootstrap CV: 0.1
AUC Train: 0.792, Explained Variance Score Train: 0.362
AUC Validation: 0.683, Explained Variance Score Validation: 0.111
AUC Test: 0.724, Explained Variance Score Test: 0.262
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.548, R^2 test: 0.126
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.544, R^2 test: 0.161
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.536, R^2 test: 0.190
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.451, R^2 test: 0.276
best alpha via bootstrap CV: 0.1
AUC Train: 0.880, Explained Variance Score Train: 0.451
AUC Validation: 0.720, Explained Variance Score Validation: 0.087
AUC Test: 0.748, Explained Variance Score Test: 0.280
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.382, R^2 test: 0.159
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.371, R^2 test: 0.183
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.359, R^2 test: 0.198
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.264, R^2 test: 0.221
best alpha via bootstrap CV: 0.1
AUC Train: 0.761, Explained Variance Score Train: 0.264
AUC Validation: 0.833, Explained Variance Score Validation: 0.307
AUC Test: 0.740, Explained Variance Score Test: 0.235
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.468, R^2 test: 0.200
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.455, R^2 test: 0.222
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.448, R^2 test: 0.230
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.368, R^2 test: 0.215
best alpha via bootstrap CV: 0.01
AUC Train: 0.869, Explained Variance Score Train: 0.448
AUC Validation: 0.698, Explained Variance Score Validation: 0.457
AUC Test: 0.735, Explained Variance Score Test: 0.255
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.450, R^2 test: 0.179
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.447, R^2 test: 0.193
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.443, R^2 test: 0.207
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.382, R^2 test: 0.267
best alpha via bootstrap CV: 0.1
AUC Train: 0.834, Explained Variance Score Train: 0.382
AUC Validation: 0.755, Explained Variance Score Validation: 0.324
AUC Test: 0.741, Explained Variance Score Test: 0.272
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.361, R^2 test: 0.067
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.348, R^2 test: 0.149
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.331, R^2 test: 0.183
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.253, R^2 test: 0.204
best alpha via bootstrap CV: 0.1
AUC Train: 0.769, Explained Variance Score Train: 0.253
AUC Validation: 0.737, Explained Variance Score Validation: 0.162
AUC Test: 0.723, Explained Variance Score Test: 0.204
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.372, R^2 test: 0.131
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.365, R^2 test: 0.166
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.358, R^2 test: 0.190
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.292, R^2 test: 0.229
best alpha via bootstrap CV: 0.1
AUC Train: 0.777, Explained Variance Score Train: 0.292
AUC Validation: 0.867, Explained Variance Score Validation: 0.361
AUC Test: 0.731, Explained Variance Score Test: 0.232
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.461, R^2 test: 0.163
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.455, R^2 test: 0.203
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.445, R^2 test: 0.224
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.381, R^2 test: 0.260
best alpha via bootstrap CV: 0.1
AUC Train: 0.839, Explained Variance Score Train: 0.381
AUC Validation: 0.830, Explained Variance Score Validation: 0.351
AUC Test: 0.731, Explained Variance Score Test: 0.263
total variables 29 and total subjects: 1751
->AUC validation: 0.764 95% CI: [0.726 , 0.801]
->AUC test: 0.734 95% CI: [0.729 , 0.739]
->Explained Variance (R2) validation: 0.267 95% CI: [0.190 , 0.345]
->Explained Variance (R2) test: 0.250 95% CI: [0.237 , 0.263]
Test set metrics:
@threshold:1.457, sens:0.000, spec:1.000, ppv:0.000, acc:0.760, f1:0.000, total+:0, total-:350
@threshold:0.897, sens:0.107, spec:1.000, ppv:1.000, acc:0.786, f1:0.194, total+:9, total-:341
@threshold:0.847, sens:0.119, spec:1.000, ppv:1.000, acc:0.789, f1:0.213, total+:10, total-:340
@threshold:0.826, sens:0.131, spec:0.996, ppv:0.917, acc:0.789, f1:0.229, total+:12, total-:338
@threshold:0.824, sens:0.143, spec:0.996, ppv:0.923, acc:0.791, f1:0.247, total+:13, total-:337
@threshold:0.751, sens:0.167, spec:0.992, ppv:0.875, acc:0.794, f1:0.280, total+:16, total-:334
@threshold:0.750, sens:0.179, spec:0.992, ppv:0.882, acc:0.797, f1:0.297, total+:17, total-:333
@threshold:0.681, sens:0.214, spec:0.989, ppv:0.857, acc:0.803, f1:0.343, total+:21, total-:329
@threshold:0.673, sens:0.226, spec:0.985, ppv:0.826, acc:0.803, f1:0.355, total+:23, total-:327
@threshold:0.612, sens:0.238, spec:0.981, ppv:0.800, acc:0.803, f1:0.367, total+:25, total-:325
@threshold:0.570, sens:0.250, spec:0.974, ppv:0.750, acc:0.800, f1:0.375, total+:28, total-:322
@threshold:0.569, sens:0.250, spec:0.970, ppv:0.724, acc:0.797, f1:0.372, total+:29, total-:321
@threshold:0.502, sens:0.262, spec:0.955, ppv:0.647, acc:0.789, f1:0.373, total+:34, total-:316
@threshold:0.487, sens:0.262, spec:0.951, ppv:0.629, acc:0.786, f1:0.370, total+:35, total-:315
@threshold:0.485, sens:0.274, spec:0.951, ppv:0.639, acc:0.789, f1:0.383, total+:36, total-:314
@threshold:0.477, sens:0.274, spec:0.947, ppv:0.622, acc:0.786, f1:0.380, total+:37, total-:313
@threshold:0.461, sens:0.286, spec:0.944, ppv:0.615, acc:0.786, f1:0.390, total+:39, total-:311
@threshold:0.456, sens:0.298, spec:0.940, ppv:0.610, acc:0.786, f1:0.400, total+:41, total-:309
@threshold:0.449, sens:0.310, spec:0.936, ppv:0.605, acc:0.786, f1:0.409, total+:43, total-:307
@threshold:0.441, sens:0.310, spec:0.932, ppv:0.591, acc:0.783, f1:0.406, total+:44, total-:306
@threshold:0.426, sens:0.321, spec:0.925, ppv:0.574, acc:0.780, f1:0.412, total+:47, total-:303
@threshold:0.424, sens:0.333, spec:0.921, ppv:0.571, acc:0.780, f1:0.421, total+:49, total-:301
@threshold:0.380, sens:0.345, spec:0.906, ppv:0.537, acc:0.771, f1:0.420, total+:54, total-:296
@threshold:0.371, sens:0.345, spec:0.902, ppv:0.527, acc:0.769, f1:0.417, total+:55, total-:295
@threshold:0.364, sens:0.357, spec:0.895, ppv:0.517, acc:0.766, f1:0.423, total+:58, total-:292
@threshold:0.362, sens:0.381, spec:0.891, ppv:0.525, acc:0.769, f1:0.441, total+:61, total-:289
@threshold:0.356, sens:0.393, spec:0.883, ppv:0.516, acc:0.766, f1:0.446, total+:64, total-:286
@threshold:0.337, sens:0.440, spec:0.880, ppv:0.536, acc:0.774, f1:0.484, total+:69, total-:281
@threshold:0.309, sens:0.452, spec:0.865, ppv:0.514, acc:0.766, f1:0.481, total+:74, total-:276
@threshold:0.299, sens:0.452, spec:0.861, ppv:0.507, acc:0.763, f1:0.478, total+:75, total-:275
@threshold:0.292, sens:0.464, spec:0.857, ppv:0.506, acc:0.763, f1:0.484, total+:77, total-:273
@threshold:0.290, sens:0.464, spec:0.853, ppv:0.500, acc:0.760, f1:0.481, total+:78, total-:272
@threshold:0.283, sens:0.476, spec:0.853, ppv:0.506, acc:0.763, f1:0.491, total+:79, total-:271
@threshold:0.281, sens:0.476, spec:0.850, ppv:0.500, acc:0.760, f1:0.488, total+:80, total-:270
@threshold:0.241, sens:0.488, spec:0.835, ppv:0.482, acc:0.751, f1:0.485, total+:85, total-:265
@threshold:0.241, sens:0.488, spec:0.831, ppv:0.477, acc:0.749, f1:0.482, total+:86, total-:264
@threshold:0.234, sens:0.500, spec:0.823, ppv:0.472, acc:0.746, f1:0.486, total+:89, total-:261
@threshold:0.232, sens:0.500, spec:0.820, ppv:0.467, acc:0.743, f1:0.483, total+:90, total-:260
@threshold:0.225, sens:0.512, spec:0.820, ppv:0.473, acc:0.746, f1:0.491, total+:91, total-:259
@threshold:0.220, sens:0.536, spec:0.816, ppv:0.479, acc:0.749, f1:0.506, total+:94, total-:256
@threshold:0.218, sens:0.548, spec:0.816, ppv:0.484, acc:0.751, f1:0.514, total+:95, total-:255
@threshold:0.212, sens:0.548, spec:0.812, ppv:0.479, acc:0.749, f1:0.511, total+:96, total-:254
@threshold:0.209, sens:0.560, spec:0.812, ppv:0.485, acc:0.751, f1:0.519, total+:97, total-:253
@threshold:0.200, sens:0.571, spec:0.808, ppv:0.485, acc:0.751, f1:0.525, total+:99, total-:251
@threshold:0.160, sens:0.583, spec:0.782, ppv:0.458, acc:0.734, f1:0.513, total+:107, total-:243
@threshold:0.157, sens:0.583, spec:0.778, ppv:0.454, acc:0.731, f1:0.510, total+:108, total-:242
@threshold:0.155, sens:0.595, spec:0.778, ppv:0.459, acc:0.734, f1:0.518, total+:109, total-:241
@threshold:0.151, sens:0.595, spec:0.774, ppv:0.455, acc:0.731, f1:0.515, total+:110, total-:240
@threshold:0.140, sens:0.607, spec:0.771, ppv:0.455, acc:0.731, f1:0.520, total+:112, total-:238
@threshold:0.138, sens:0.607, spec:0.767, ppv:0.451, acc:0.729, f1:0.518, total+:113, total-:237
@threshold:0.111, sens:0.619, spec:0.741, ppv:0.430, acc:0.711, f1:0.507, total+:121, total-:229
@threshold:0.107, sens:0.619, spec:0.737, ppv:0.426, acc:0.709, f1:0.505, total+:122, total-:228
@threshold:0.060, sens:0.631, spec:0.711, ppv:0.408, acc:0.691, f1:0.495, total+:130, total-:220
@threshold:0.059, sens:0.631, spec:0.707, ppv:0.405, acc:0.689, f1:0.493, total+:131, total-:219
@threshold:0.056, sens:0.643, spec:0.703, ppv:0.406, acc:0.689, f1:0.498, total+:133, total-:217
@threshold:0.056, sens:0.643, spec:0.699, ppv:0.403, acc:0.686, f1:0.495, total+:134, total-:216
@threshold:0.048, sens:0.655, spec:0.688, ppv:0.399, acc:0.680, f1:0.495, total+:138, total-:212
@threshold:0.044, sens:0.655, spec:0.684, ppv:0.396, acc:0.677, f1:0.493, total+:139, total-:211
@threshold:0.041, sens:0.667, spec:0.684, ppv:0.400, acc:0.680, f1:0.500, total+:140, total-:210
@threshold:0.039, sens:0.667, spec:0.680, ppv:0.397, acc:0.677, f1:0.498, total+:141, total-:209
@threshold:0.009, sens:0.679, spec:0.669, ppv:0.393, acc:0.671, f1:0.498, total+:145, total-:205
@threshold:0.009, sens:0.679, spec:0.665, ppv:0.390, acc:0.669, f1:0.496, total+:146, total-:204
@threshold:0.005, sens:0.690, spec:0.662, ppv:0.392, acc:0.669, f1:0.500, total+:148, total-:202
@threshold:0.005, sens:0.690, spec:0.658, ppv:0.389, acc:0.666, f1:0.498, total+:149, total-:201
@threshold:0.005, sens:0.726, spec:0.609, ppv:0.370, acc:0.637, f1:0.490, total+:165, total-:185
@threshold:-0.003, sens:0.726, spec:0.605, ppv:0.367, acc:0.634, f1:0.488, total+:166, total-:184
@threshold:-0.009, sens:0.738, spec:0.602, ppv:0.369, acc:0.634, f1:0.492, total+:168, total-:182
@threshold:-0.018, sens:0.738, spec:0.598, ppv:0.367, acc:0.631, f1:0.490, total+:169, total-:181
@threshold:-0.018, sens:0.750, spec:0.598, ppv:0.371, acc:0.634, f1:0.496, total+:170, total-:180
@threshold:-0.022, sens:0.750, spec:0.594, ppv:0.368, acc:0.631, f1:0.494, total+:171, total-:179
@threshold:-0.023, sens:0.762, spec:0.586, ppv:0.368, acc:0.629, f1:0.496, total+:174, total-:176
@threshold:-0.025, sens:0.762, spec:0.583, ppv:0.366, acc:0.626, f1:0.494, total+:175, total-:175
@threshold:-0.046, sens:0.774, spec:0.549, ppv:0.351, acc:0.603, f1:0.483, total+:185, total-:165
@threshold:-0.047, sens:0.774, spec:0.545, ppv:0.349, acc:0.600, f1:0.481, total+:186, total-:164
@threshold:-0.060, sens:0.786, spec:0.538, ppv:0.349, acc:0.597, f1:0.484, total+:189, total-:161
@threshold:-0.062, sens:0.786, spec:0.534, ppv:0.347, acc:0.594, f1:0.482, total+:190, total-:160
@threshold:-0.082, sens:0.798, spec:0.515, ppv:0.342, acc:0.583, f1:0.479, total+:196, total-:154
@threshold:-0.083, sens:0.798, spec:0.511, ppv:0.340, acc:0.580, f1:0.477, total+:197, total-:153
@threshold:-0.092, sens:0.810, spec:0.500, ppv:0.338, acc:0.574, f1:0.477, total+:201, total-:149
@threshold:-0.097, sens:0.810, spec:0.496, ppv:0.337, acc:0.571, f1:0.476, total+:202, total-:148
@threshold:-0.103, sens:0.821, spec:0.481, ppv:0.333, acc:0.563, f1:0.474, total+:207, total-:143
@threshold:-0.107, sens:0.821, spec:0.477, ppv:0.332, acc:0.560, f1:0.473, total+:208, total-:142
@threshold:-0.145, sens:0.833, spec:0.436, ppv:0.318, acc:0.531, f1:0.461, total+:220, total-:130
@threshold:-0.152, sens:0.833, spec:0.432, ppv:0.317, acc:0.529, f1:0.459, total+:221, total-:129
@threshold:-0.209, sens:0.845, spec:0.380, ppv:0.301, acc:0.491, f1:0.444, total+:236, total-:114
@threshold:-0.217, sens:0.845, spec:0.376, ppv:0.300, acc:0.489, f1:0.442, total+:237, total-:113
@threshold:-0.221, sens:0.857, spec:0.376, ppv:0.303, acc:0.491, f1:0.447, total+:238, total-:112
@threshold:-0.225, sens:0.857, spec:0.372, ppv:0.301, acc:0.489, f1:0.446, total+:239, total-:111
@threshold:-0.295, sens:0.869, spec:0.308, ppv:0.284, acc:0.443, f1:0.428, total+:257, total-:93
@threshold:-0.296, sens:0.869, spec:0.305, ppv:0.283, acc:0.440, f1:0.427, total+:258, total-:92
@threshold:-0.305, sens:0.881, spec:0.301, ppv:0.285, acc:0.440, f1:0.430, total+:260, total-:90
@threshold:-0.306, sens:0.881, spec:0.297, ppv:0.284, acc:0.437, f1:0.429, total+:261, total-:89
@threshold:-0.310, sens:0.893, spec:0.293, ppv:0.285, acc:0.437, f1:0.432, total+:263, total-:87
@threshold:-0.320, sens:0.893, spec:0.289, ppv:0.284, acc:0.434, f1:0.431, total+:264, total-:86
@threshold:-0.343, sens:0.905, spec:0.267, ppv:0.280, acc:0.420, f1:0.428, total+:271, total-:79
@threshold:-0.349, sens:0.905, spec:0.263, ppv:0.279, acc:0.417, f1:0.427, total+:272, total-:78
@threshold:-0.353, sens:0.917, spec:0.248, ppv:0.278, acc:0.409, f1:0.427, total+:277, total-:73
@threshold:-0.355, sens:0.917, spec:0.244, ppv:0.277, acc:0.406, f1:0.425, total+:278, total-:72
@threshold:-0.370, sens:0.929, spec:0.229, ppv:0.276, acc:0.397, f1:0.425, total+:283, total-:67
@threshold:-0.372, sens:0.929, spec:0.226, ppv:0.275, acc:0.394, f1:0.424, total+:284, total-:66
@threshold:-0.374, sens:0.940, spec:0.222, ppv:0.276, acc:0.394, f1:0.427, total+:286, total-:64
@threshold:-0.374, sens:0.940, spec:0.218, ppv:0.275, acc:0.391, f1:0.426, total+:287, total-:63
@threshold:-0.390, sens:0.952, spec:0.214, ppv:0.277, acc:0.391, f1:0.429, total+:289, total-:61
@threshold:-0.392, sens:0.952, spec:0.211, ppv:0.276, acc:0.389, f1:0.428, total+:290, total-:60
@threshold:-0.409, sens:0.964, spec:0.203, ppv:0.276, acc:0.386, f1:0.430, total+:293, total-:57
@threshold:-0.417, sens:0.964, spec:0.199, ppv:0.276, acc:0.383, f1:0.429, total+:294, total-:56
@threshold:-0.542, sens:0.976, spec:0.109, ppv:0.257, acc:0.317, f1:0.407, total+:319, total-:31
@threshold:-0.546, sens:0.976, spec:0.105, ppv:0.256, acc:0.314, f1:0.406, total+:320, total-:30
@threshold:-0.677, sens:0.988, spec:0.056, ppv:0.249, acc:0.280, f1:0.397, total+:334, total-:16
@threshold:-0.689, sens:0.988, spec:0.053, ppv:0.248, acc:0.277, f1:0.396, total+:335, total-:15
@threshold:-1.150, sens:1.000, spec:0.004, ppv:0.241, acc:0.243, f1:0.388, total+:349, total-:1
* Vital: BMI-latest | coef 0.126 95% CI: [0.055 , 0.197] | OR_adj 1.134 [1.056 1.218] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.723
Correlated most with:
MatDeliveryAge:-0.053
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.003
* Vital: Wt-avg19to24 | coef 0.088 95% CI: [0.046 , 0.129] | OR_adj 1.092 [1.047 1.138] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.699
Correlated most with:
MatDeliveryAge:-0.029
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.006
* Vital: BMI-avg19to24 | coef 0.087 95% CI: [0.017 , 0.158] | OR_adj 1.091 [1.017 1.171] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.708
Correlated most with:
MatDeliveryAge:-0.039
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.013
* Vital: BMI-gain0to24 | coef 0.046 95% CI: [-0.006 , 0.097] | OR_adj 1.047 [0.994 1.102] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.705
Correlated most with:
MatDeliveryAge:-0.044
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.016
* Vital: BMI-avg16to19 | coef 0.044 95% CI: [0.005 , 0.082] | OR_adj 1.045 [1.006 1.085] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.709
Correlated most with:
MatDeliveryAge:-0.057
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.010
* Vital: Wt for Len Percentile-latest | coef 0.042 95% CI: [-0.004 , 0.088] | OR_adj 1.043 [0.996 1.092] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.720
Correlated most with:
MatDeliveryAge:-0.064
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.008
* Vital: Wt for Length ZScore-latest | coef 0.041 95% CI: [0.005 , 0.078] | OR_adj 1.042 [1.005 1.081] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.711
Correlated most with:
MatDeliveryAge:-0.071
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.008
* Vital: Wt-gain0to24 | coef 0.040 95% CI: [-0.009 , 0.089] | OR_adj 1.041 [0.991 1.093] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.697
Correlated most with:
MatDeliveryAge:-0.034
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.005
* Vital: BMI-avg10to13 | coef 0.026 95% CI: [0.003 , 0.049] | OR_adj 1.026 [1.003 1.051] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.630
Correlated most with:
MatDeliveryAge:-0.077
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.029
Vital: Ht-avg7to10 | coef -0.025 95% CI: [-0.061 , 0.012] | OR_adj 0.976 [0.941 1.012] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.534
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.018
MatDeliveryAge:0.014
* Vital: BMI-avg7to10 | coef 0.019 95% CI: [-0.006 , 0.044] | OR_adj 1.019 [0.994 1.045] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.609
Correlated most with:
MatDeliveryAge:-0.062
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.003
* Vital: Wt for Length ZScore-avg3to5 | coef 0.016 95% CI: [-0.000 , 0.032] | OR_adj 1.016 [1.000 1.032] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.653
Correlated most with:
MatDeliveryAge:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.015
* Vital: Wt-latest | coef 0.014 95% CI: [-0.004 , 0.033] | OR_adj 1.015 [0.996 1.033] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.654
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.022
MatDeliveryAge:0.008
* Vital: Wt for Length ZScore-avg5to7 | coef 0.013 95% CI: [-0.000 , 0.026] | OR_adj 1.013 [1.000 1.027] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.591
Correlated most with:
MatDeliveryAge:-0.036
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.000
* Vital: BMI-avg1to3 | coef 0.012 95% CI: [-0.004 , 0.028] | OR_adj 1.012 [0.996 1.029] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.616
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.022
MatDeliveryAge:0.015
* Vital: Wt for Length ZScore-avg7to10 | coef 0.011 95% CI: [0.001 , 0.021] | OR_adj 1.011 [1.001 1.021] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.634
Correlated most with:
MatDeliveryAge:-0.046
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.009
Vital: Wt-gain1to5 | coef -0.010 95% CI: [-0.024 , 0.003] | OR_adj 0.990 [0.976 1.003] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.551
Correlated most with:
MatDeliveryAge:0.025
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.015
* Vital: BMI-avg3to5 | coef 0.009 95% CI: [-0.003 , 0.021] | OR_adj 1.009 [0.997 1.021] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.656
Correlated most with:
MatDeliveryAge:-0.029
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.012
* Vital: Wt for Len Percentile-avg16to19 | coef 0.008 95% CI: [-0.004 , 0.020] | OR_adj 1.008 [0.996 1.020] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.704
Correlated most with:
MatDeliveryAge:-0.089
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.006
* Vital: Wt-avg1to3 | coef 0.006 95% CI: [-0.002 , 0.014] | OR_adj 1.006 [0.998 1.014] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.638
Correlated most with:
MatDeliveryAge:-0.017
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.001
* Vital: Wt for Length ZScore-avg16to19 | coef 0.005 95% CI: [-0.004 , 0.014] | OR_adj 1.005 [0.996 1.014] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.702
Correlated most with:
MatDeliveryAge:-0.078
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.010
Vital: Wt for Len Percentile-gain13to19 | coef -0.004 95% CI: [-0.011 , 0.003] | OR_adj 0.996 [0.989 1.003] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.601
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.020
MatDeliveryAge:-0.010
Vital: HC-gain1to5 | coef -0.004 95% CI: [-0.010 , 0.003] | OR_adj 0.996 [0.990 1.003] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.492
Correlated most with:
MatDeliveryAge:-0.003
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.000
* Vital: Wt for Len Percentile-avg10to13 | coef 0.003 95% CI: [-0.002 , 0.008] | OR_adj 1.003 [0.998 1.008] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.644
Correlated most with:
MatDeliveryAge:-0.077
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.013
Vital: Ht-gain16to24 | coef -0.002 95% CI: [-0.004 , 0.001] | OR_adj 0.998 [0.996 1.001] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.496
Correlated most with:
MatDeliveryAge:-0.044
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.012
MatDeliveryAge | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.562
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
MatDeliveryAge:0.015
* Vital: Wt-gain3to7 | coef -0.000 95% CI: [-0.014 , 0.014] | OR_adj 1.000 [0.986 1.014] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.483
Correlated most with:
MatDeliveryAge:-0.016
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.007
* Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.711
Correlated most with:
MatDeliveryAge:-0.047
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.014
Vital : 0.610994691872
MatDeliveryAge : 0.00102592617259
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_index_lasso_fts_no_census
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_results_lasso_fts_no_census
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_models_lasso_fts_no_census.pkl
-----------------------------------------------------
boys lasso_fts no_census randomforest
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.266
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.812, R^2 test: 0.261
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.655, R^2 test: 0.262
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.593, R^2 test: 0.263
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.912, Explained Variance Score Train: 0.593
AUC Validation: 0.745, Explained Variance Score Validation: 0.172
AUC Test: 0.731, Explained Variance Score Test: 0.271
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.272
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.269
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.675, R^2 test: 0.271
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.618, R^2 test: 0.289
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.913, Explained Variance Score Train: 0.618
AUC Validation: 0.766, Explained Variance Score Validation: 0.251
AUC Test: 0.750, Explained Variance Score Test: 0.291
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.170
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.848, R^2 test: 0.182
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.663, R^2 test: 0.247
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.583, R^2 test: 0.261
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.892, Explained Variance Score Train: 0.583
AUC Validation: 0.673, Explained Variance Score Validation: 0.101
AUC Test: 0.750, Explained Variance Score Test: 0.264
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.212
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.832, R^2 test: 0.223
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.671, R^2 test: 0.240
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.600, R^2 test: 0.246
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.918, Explained Variance Score Train: 0.600
AUC Validation: 0.802, Explained Variance Score Validation: 0.256
AUC Test: 0.735, Explained Variance Score Test: 0.248
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.193
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.827, R^2 test: 0.193
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.656, R^2 test: 0.200
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.577, R^2 test: 0.211
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.942, Explained Variance Score Train: 0.577
AUC Validation: 0.680, Explained Variance Score Validation: 0.171
AUC Test: 0.740, Explained Variance Score Test: 0.214
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.239
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.817, R^2 test: 0.248
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.622, R^2 test: 0.265
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.534, R^2 test: 0.271
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.885, Explained Variance Score Train: 0.534
AUC Validation: 0.729, Explained Variance Score Validation: 0.147
AUC Test: 0.741, Explained Variance Score Test: 0.280
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.245
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.853, R^2 test: 0.249
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.689, R^2 test: 0.267
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.624, R^2 test: 0.260
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.914, Explained Variance Score Train: 0.689
AUC Validation: 0.719, Explained Variance Score Validation: 0.315
AUC Test: 0.753, Explained Variance Score Test: 0.267
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: 0.172
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.773, R^2 test: 0.197
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.573, R^2 test: 0.212
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.484, R^2 test: 0.208
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.921, Explained Variance Score Train: 0.573
AUC Validation: 0.797, Explained Variance Score Validation: 0.262
AUC Test: 0.721, Explained Variance Score Test: 0.219
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: 0.207
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: 0.261
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.625, R^2 test: 0.283
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.553, R^2 test: 0.276
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.901, Explained Variance Score Train: 0.625
AUC Validation: 0.717, Explained Variance Score Validation: 0.235
AUC Test: 0.752, Explained Variance Score Test: 0.284
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: 0.189
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.788, R^2 test: 0.219
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.590, R^2 test: 0.234
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.502, R^2 test: 0.237
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.871, Explained Variance Score Train: 0.502
AUC Validation: 0.776, Explained Variance Score Validation: 0.267
AUC Test: 0.748, Explained Variance Score Test: 0.247
total variables 29 and total subjects: 1751
->AUC validation: 0.740 95% CI: [0.714 , 0.767]
->AUC test: 0.742 95% CI: [0.736 , 0.748]
->Explained Variance (R2) validation: 0.218 95% CI: [0.179 , 0.257]
->Explained Variance (R2) test: 0.259 95% CI: [0.243 , 0.274]
Test set metrics:
@threshold:1.851, sens:0.000, spec:1.000, ppv:0.000, acc:0.754, f1:0.000, total+:0, total-:350
@threshold:1.668, sens:0.058, spec:1.000, ppv:1.000, acc:0.769, f1:0.110, total+:5, total-:345
@threshold:1.533, sens:0.070, spec:0.996, ppv:0.857, acc:0.769, f1:0.129, total+:7, total-:343
@threshold:1.531, sens:0.070, spec:0.992, ppv:0.750, acc:0.766, f1:0.128, total+:8, total-:342
@threshold:1.528, sens:0.081, spec:0.992, ppv:0.778, acc:0.769, f1:0.147, total+:9, total-:341
@threshold:1.507, sens:0.081, spec:0.989, ppv:0.700, acc:0.766, f1:0.146, total+:10, total-:340
@threshold:1.478, sens:0.093, spec:0.989, ppv:0.727, acc:0.769, f1:0.165, total+:11, total-:339
@threshold:1.364, sens:0.140, spec:0.985, ppv:0.750, acc:0.777, f1:0.235, total+:16, total-:334
@threshold:1.349, sens:0.151, spec:0.985, ppv:0.765, acc:0.780, f1:0.252, total+:17, total-:333
@threshold:1.259, sens:0.174, spec:0.981, ppv:0.750, acc:0.783, f1:0.283, total+:20, total-:330
@threshold:1.223, sens:0.186, spec:0.977, ppv:0.727, acc:0.783, f1:0.296, total+:22, total-:328
@threshold:1.113, sens:0.233, spec:0.973, ppv:0.741, acc:0.791, f1:0.354, total+:27, total-:323
@threshold:1.099, sens:0.244, spec:0.966, ppv:0.700, acc:0.789, f1:0.362, total+:30, total-:320
@threshold:1.051, sens:0.244, spec:0.962, ppv:0.677, acc:0.786, f1:0.359, total+:31, total-:319
@threshold:1.008, sens:0.256, spec:0.947, ppv:0.611, acc:0.777, f1:0.361, total+:36, total-:314
@threshold:0.995, sens:0.256, spec:0.943, ppv:0.595, acc:0.774, f1:0.358, total+:37, total-:313
@threshold:0.979, sens:0.267, spec:0.943, ppv:0.605, acc:0.777, f1:0.371, total+:38, total-:312
@threshold:0.926, sens:0.302, spec:0.939, ppv:0.619, acc:0.783, f1:0.406, total+:42, total-:308
@threshold:0.916, sens:0.314, spec:0.936, ppv:0.614, acc:0.783, f1:0.415, total+:44, total-:306
@threshold:0.907, sens:0.314, spec:0.932, ppv:0.600, acc:0.780, f1:0.412, total+:45, total-:305
@threshold:0.882, sens:0.326, spec:0.932, ppv:0.609, acc:0.783, f1:0.424, total+:46, total-:304
@threshold:0.876, sens:0.326, spec:0.928, ppv:0.596, acc:0.780, f1:0.421, total+:47, total-:303
@threshold:0.843, sens:0.337, spec:0.917, ppv:0.569, acc:0.774, f1:0.423, total+:51, total-:299
@threshold:0.838, sens:0.337, spec:0.913, ppv:0.558, acc:0.771, f1:0.420, total+:52, total-:298
@threshold:0.829, sens:0.349, spec:0.913, ppv:0.566, acc:0.774, f1:0.432, total+:53, total-:297
@threshold:0.803, sens:0.349, spec:0.909, ppv:0.556, acc:0.771, f1:0.429, total+:54, total-:296
@threshold:0.798, sens:0.360, spec:0.905, ppv:0.554, acc:0.771, f1:0.437, total+:56, total-:294
@threshold:0.708, sens:0.430, spec:0.902, ppv:0.587, acc:0.786, f1:0.497, total+:63, total-:287
@threshold:0.700, sens:0.442, spec:0.898, ppv:0.585, acc:0.786, f1:0.503, total+:65, total-:285
@threshold:0.661, sens:0.453, spec:0.894, ppv:0.582, acc:0.786, f1:0.510, total+:67, total-:283
@threshold:0.559, sens:0.465, spec:0.871, ppv:0.541, acc:0.771, f1:0.500, total+:74, total-:276
@threshold:0.554, sens:0.465, spec:0.867, ppv:0.533, acc:0.769, f1:0.497, total+:75, total-:275
@threshold:0.520, sens:0.477, spec:0.864, ppv:0.532, acc:0.769, f1:0.503, total+:77, total-:273
@threshold:0.501, sens:0.477, spec:0.860, ppv:0.526, acc:0.766, f1:0.500, total+:78, total-:272
@threshold:0.499, sens:0.488, spec:0.856, ppv:0.525, acc:0.766, f1:0.506, total+:80, total-:270
@threshold:0.481, sens:0.488, spec:0.852, ppv:0.519, acc:0.763, f1:0.503, total+:81, total-:269
@threshold:0.480, sens:0.500, spec:0.852, ppv:0.524, acc:0.766, f1:0.512, total+:82, total-:268
@threshold:0.467, sens:0.512, spec:0.848, ppv:0.524, acc:0.766, f1:0.518, total+:84, total-:266
@threshold:0.445, sens:0.523, spec:0.845, ppv:0.523, acc:0.766, f1:0.523, total+:86, total-:264
@threshold:0.436, sens:0.523, spec:0.841, ppv:0.517, acc:0.763, f1:0.520, total+:87, total-:263
@threshold:0.409, sens:0.535, spec:0.833, ppv:0.511, acc:0.760, f1:0.523, total+:90, total-:260
@threshold:0.390, sens:0.547, spec:0.830, ppv:0.511, acc:0.760, f1:0.528, total+:92, total-:258
@threshold:0.390, sens:0.558, spec:0.830, ppv:0.516, acc:0.763, f1:0.536, total+:93, total-:257
@threshold:0.382, sens:0.558, spec:0.826, ppv:0.511, acc:0.760, f1:0.533, total+:94, total-:256
@threshold:0.375, sens:0.570, spec:0.818, ppv:0.505, acc:0.757, f1:0.536, total+:97, total-:253
@threshold:0.374, sens:0.570, spec:0.814, ppv:0.500, acc:0.754, f1:0.533, total+:98, total-:252
@threshold:0.347, sens:0.581, spec:0.799, ppv:0.485, acc:0.746, f1:0.529, total+:103, total-:247
@threshold:0.338, sens:0.593, spec:0.795, ppv:0.486, acc:0.746, f1:0.534, total+:105, total-:245
@threshold:0.334, sens:0.605, spec:0.795, ppv:0.491, acc:0.749, f1:0.542, total+:106, total-:244
@threshold:0.318, sens:0.605, spec:0.792, ppv:0.486, acc:0.746, f1:0.539, total+:107, total-:243
@threshold:0.279, sens:0.616, spec:0.773, ppv:0.469, acc:0.734, f1:0.533, total+:113, total-:237
@threshold:0.257, sens:0.628, spec:0.769, ppv:0.470, acc:0.734, f1:0.537, total+:115, total-:235
@threshold:0.218, sens:0.640, spec:0.731, ppv:0.437, acc:0.709, f1:0.519, total+:126, total-:224
@threshold:0.204, sens:0.640, spec:0.727, ppv:0.433, acc:0.706, f1:0.516, total+:127, total-:223
@threshold:0.188, sens:0.651, spec:0.712, ppv:0.424, acc:0.697, f1:0.514, total+:132, total-:218
@threshold:0.182, sens:0.651, spec:0.708, ppv:0.421, acc:0.694, f1:0.511, total+:133, total-:217
@threshold:0.156, sens:0.663, spec:0.693, ppv:0.413, acc:0.686, f1:0.509, total+:138, total-:212
@threshold:0.151, sens:0.663, spec:0.689, ppv:0.410, acc:0.683, f1:0.507, total+:139, total-:211
@threshold:0.141, sens:0.674, spec:0.686, ppv:0.411, acc:0.683, f1:0.511, total+:141, total-:209
@threshold:0.128, sens:0.674, spec:0.682, ppv:0.408, acc:0.680, f1:0.509, total+:142, total-:208
@threshold:0.122, sens:0.686, spec:0.678, ppv:0.410, acc:0.680, f1:0.513, total+:144, total-:206
@threshold:0.115, sens:0.698, spec:0.674, ppv:0.411, acc:0.680, f1:0.517, total+:146, total-:204
@threshold:0.076, sens:0.709, spec:0.625, ppv:0.381, acc:0.646, f1:0.496, total+:160, total-:190
@threshold:0.075, sens:0.709, spec:0.621, ppv:0.379, acc:0.643, f1:0.494, total+:161, total-:189
@threshold:0.075, sens:0.721, spec:0.621, ppv:0.383, acc:0.646, f1:0.500, total+:162, total-:188
@threshold:0.074, sens:0.733, spec:0.617, ppv:0.384, acc:0.646, f1:0.504, total+:164, total-:186
@threshold:0.069, sens:0.733, spec:0.614, ppv:0.382, acc:0.643, f1:0.502, total+:165, total-:185
@threshold:0.063, sens:0.744, spec:0.595, ppv:0.374, acc:0.631, f1:0.498, total+:171, total-:179
@threshold:0.061, sens:0.744, spec:0.591, ppv:0.372, acc:0.629, f1:0.496, total+:172, total-:178
@threshold:0.024, sens:0.756, spec:0.572, ppv:0.365, acc:0.617, f1:0.492, total+:178, total-:172
@threshold:0.018, sens:0.756, spec:0.568, ppv:0.363, acc:0.614, f1:0.491, total+:179, total-:171
@threshold:-0.020, sens:0.767, spec:0.538, ppv:0.351, acc:0.594, f1:0.482, total+:188, total-:162
@threshold:-0.039, sens:0.767, spec:0.534, ppv:0.349, acc:0.591, f1:0.480, total+:189, total-:161
@threshold:-0.100, sens:0.779, spec:0.481, ppv:0.328, acc:0.554, f1:0.462, total+:204, total-:146
@threshold:-0.101, sens:0.779, spec:0.477, ppv:0.327, acc:0.551, f1:0.460, total+:205, total-:145
@threshold:-0.133, sens:0.791, spec:0.458, ppv:0.322, acc:0.540, f1:0.458, total+:211, total-:139
@threshold:-0.133, sens:0.791, spec:0.455, ppv:0.321, acc:0.537, f1:0.456, total+:212, total-:138
@threshold:-0.134, sens:0.802, spec:0.455, ppv:0.324, acc:0.540, f1:0.462, total+:213, total-:137
@threshold:-0.135, sens:0.802, spec:0.451, ppv:0.322, acc:0.537, f1:0.460, total+:214, total-:136
@threshold:-0.150, sens:0.814, spec:0.436, ppv:0.320, acc:0.529, f1:0.459, total+:219, total-:131
@threshold:-0.152, sens:0.814, spec:0.432, ppv:0.318, acc:0.526, f1:0.458, total+:220, total-:130
@threshold:-0.175, sens:0.826, spec:0.409, ppv:0.313, acc:0.511, f1:0.454, total+:227, total-:123
@threshold:-0.175, sens:0.826, spec:0.405, ppv:0.311, acc:0.509, f1:0.452, total+:228, total-:122
@threshold:-0.191, sens:0.837, spec:0.398, ppv:0.312, acc:0.506, f1:0.454, total+:231, total-:119
@threshold:-0.195, sens:0.837, spec:0.394, ppv:0.310, acc:0.503, f1:0.453, total+:232, total-:118
@threshold:-0.201, sens:0.849, spec:0.394, ppv:0.313, acc:0.506, f1:0.458, total+:233, total-:117
@threshold:-0.202, sens:0.849, spec:0.390, ppv:0.312, acc:0.503, f1:0.456, total+:234, total-:116
@threshold:-0.227, sens:0.860, spec:0.379, ppv:0.311, acc:0.497, f1:0.457, total+:238, total-:112
@threshold:-0.227, sens:0.860, spec:0.375, ppv:0.310, acc:0.494, f1:0.455, total+:239, total-:111
@threshold:-0.234, sens:0.872, spec:0.371, ppv:0.311, acc:0.494, f1:0.459, total+:241, total-:109
@threshold:-0.240, sens:0.884, spec:0.367, ppv:0.313, acc:0.494, f1:0.462, total+:243, total-:107
@threshold:-0.250, sens:0.895, spec:0.345, ppv:0.308, acc:0.480, f1:0.458, total+:250, total-:100
@threshold:-0.250, sens:0.895, spec:0.341, ppv:0.307, acc:0.477, f1:0.457, total+:251, total-:99
@threshold:-0.268, sens:0.907, spec:0.341, ppv:0.310, acc:0.480, f1:0.462, total+:252, total-:98
@threshold:-0.269, sens:0.907, spec:0.337, ppv:0.308, acc:0.477, f1:0.460, total+:253, total-:97
@threshold:-0.272, sens:0.919, spec:0.330, ppv:0.309, acc:0.474, f1:0.462, total+:256, total-:94
@threshold:-0.276, sens:0.919, spec:0.326, ppv:0.307, acc:0.471, f1:0.461, total+:257, total-:93
@threshold:-0.308, sens:0.930, spec:0.284, ppv:0.297, acc:0.443, f1:0.451, total+:269, total-:81
@threshold:-0.308, sens:0.930, spec:0.280, ppv:0.296, acc:0.440, f1:0.449, total+:270, total-:80
@threshold:-0.325, sens:0.942, spec:0.258, ppv:0.292, acc:0.426, f1:0.446, total+:277, total-:73
@threshold:-0.330, sens:0.953, spec:0.254, ppv:0.294, acc:0.426, f1:0.449, total+:279, total-:71
@threshold:-0.334, sens:0.965, spec:0.254, ppv:0.296, acc:0.429, f1:0.454, total+:280, total-:70
@threshold:-0.340, sens:0.965, spec:0.250, ppv:0.295, acc:0.426, f1:0.452, total+:281, total-:69
@threshold:-0.388, sens:0.977, spec:0.186, ppv:0.281, acc:0.380, f1:0.436, total+:299, total-:51
@threshold:-0.389, sens:0.977, spec:0.182, ppv:0.280, acc:0.377, f1:0.435, total+:300, total-:50
@threshold:-0.681, sens:0.988, spec:0.008, ppv:0.245, acc:0.249, f1:0.393, total+:347, total-:3
@threshold:-0.683, sens:0.988, spec:0.004, ppv:0.244, acc:0.246, f1:0.392, total+:348, total-:2
@threshold:-0.746, sens:1.000, spec:0.004, ppv:0.246, acc:0.249, f1:0.395, total+:349, total-:1
* Vital: BMI-latest | coef 0.121 95% CI: [0.063 , 0.179] | OR_adj 1.129 [1.065 1.196] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.747
Correlated most with:
MatDeliveryAge:-0.053
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.003
* Vital: BMI-avg19to24 | coef 0.071 95% CI: [0.036 , 0.105] | OR_adj 1.073 [1.037 1.111] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.767
Correlated most with:
MatDeliveryAge:-0.039
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.013
* Vital: Wt-latest | coef 0.061 95% CI: [0.038 , 0.085] | OR_adj 1.063 [1.039 1.088] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.691
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.022
MatDeliveryAge:0.008
* Vital: Wt for Len Percentile-latest | coef 0.055 95% CI: [0.018 , 0.093] | OR_adj 1.057 [1.018 1.097] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.749
Correlated most with:
MatDeliveryAge:-0.064
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.008
* Vital: Wt for Length ZScore-gain0to24 | coef 0.054 95% CI: [0.033 , 0.075] | OR_adj 1.055 [1.033 1.078] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.736
Correlated most with:
MatDeliveryAge:-0.047
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.014
* Vital: Wt for Length ZScore-latest | coef 0.053 95% CI: [0.032 , 0.073] | OR_adj 1.054 [1.033 1.076] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.736
Correlated most with:
MatDeliveryAge:-0.071
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.008
* Vital: Wt-avg19to24 | coef 0.045 95% CI: [0.031 , 0.059] | OR_adj 1.046 [1.031 1.060] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.747
Correlated most with:
MatDeliveryAge:-0.029
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.006
* Vital: Wt for Len Percentile-avg16to19 | coef 0.042 95% CI: [0.008 , 0.075] | OR_adj 1.042 [1.008 1.078] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.716
Correlated most with:
MatDeliveryAge:-0.089
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.006
* Vital: BMI-gain0to24 | coef 0.040 95% CI: [0.024 , 0.055] | OR_adj 1.041 [1.025 1.057] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.763
Correlated most with:
MatDeliveryAge:-0.044
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.016
* Vital: BMI-avg16to19 | coef 0.037 95% CI: [0.017 , 0.057] | OR_adj 1.038 [1.017 1.058] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.721
Correlated most with:
MatDeliveryAge:-0.057
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.010
* Vital: Wt for Length ZScore-avg16to19 | coef 0.037 95% CI: [0.021 , 0.052] | OR_adj 1.037 [1.021 1.053] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.715
Correlated most with:
MatDeliveryAge:-0.078
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.010
* Vital: BMI-avg1to3 | coef 0.034 95% CI: [0.023 , 0.046] | OR_adj 1.035 [1.023 1.047] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.569
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.022
MatDeliveryAge:0.015
* Vital: Wt-gain0to24 | coef 0.033 95% CI: [0.018 , 0.049] | OR_adj 1.034 [1.018 1.050] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.747
Correlated most with:
MatDeliveryAge:-0.034
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.005
MatDeliveryAge | coef 0.027 95% CI: [0.021 , 0.033] | OR_adj 1.027 [1.021 1.033] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.510
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
MatDeliveryAge:0.015
* Vital: Wt-avg1to3 | coef 0.027 95% CI: [0.023 , 0.030] | OR_adj 1.027 [1.023 1.031] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.615
Correlated most with:
MatDeliveryAge:-0.017
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.001
* Vital: Wt-gain3to7 | coef 0.024 95% CI: [0.018 , 0.030] | OR_adj 1.024 [1.018 1.030] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.505
Correlated most with:
MatDeliveryAge:-0.016
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.007
* Vital: Wt for Length ZScore-avg7to10 | coef 0.024 95% CI: [0.009 , 0.038] | OR_adj 1.024 [1.009 1.039] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.676
Correlated most with:
MatDeliveryAge:-0.046
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.009
* Vital: Wt for Length ZScore-avg5to7 | coef 0.022 95% CI: [0.017 , 0.027] | OR_adj 1.022 [1.017 1.027] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.634
Correlated most with:
MatDeliveryAge:-0.036
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.000
Vital: Wt-gain1to5 | coef 0.021 95% CI: [0.017 , 0.025] | OR_adj 1.021 [1.017 1.025] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.485
Correlated most with:
MatDeliveryAge:0.025
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.015
* Vital: Wt for Len Percentile-avg10to13 | coef 0.020 95% CI: [0.001 , 0.039] | OR_adj 1.020 [1.001 1.040] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.685
Correlated most with:
MatDeliveryAge:-0.077
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.013
* Vital: Wt for Length Zscore-avg10to13 | coef 0.020 95% CI: [0.013 , 0.026] | OR_adj 1.020 [1.014 1.026] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.673
Correlated most with:
MatDeliveryAge:-0.069
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.007
Vital: Ht-gain16to24 | coef 0.020 95% CI: [0.015 , 0.024] | OR_adj 1.020 [1.015 1.025] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.527
Correlated most with:
MatDeliveryAge:-0.044
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.012
* Vital: BMI-avg10to13 | coef 0.018 95% CI: [0.009 , 0.026] | OR_adj 1.018 [1.009 1.026] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.672
Correlated most with:
MatDeliveryAge:-0.077
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.029
Vital: HC-gain1to5 | coef 0.017 95% CI: [0.013 , 0.022] | OR_adj 1.018 [1.013 1.022] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.439
Correlated most with:
MatDeliveryAge:-0.003
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.000
* Vital: BMI-avg7to10 | coef 0.017 95% CI: [0.011 , 0.023] | OR_adj 1.017 [1.011 1.024] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.677
Correlated most with:
MatDeliveryAge:-0.062
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.003
* Vital: BMI-avg3to5 | coef 0.017 95% CI: [0.011 , 0.024] | OR_adj 1.017 [1.011 1.024] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.609
Correlated most with:
MatDeliveryAge:-0.029
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.012
Vital: Wt for Len Percentile-gain13to19 | coef 0.016 95% CI: [0.014 , 0.019] | OR_adj 1.016 [1.014 1.019] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.556
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.020
MatDeliveryAge:-0.010
Vital: Ht-avg7to10 | coef 0.015 95% CI: [0.012 , 0.019] | OR_adj 1.015 [1.012 1.019] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.507
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.018
MatDeliveryAge:0.014
* Vital: Wt for Length ZScore-avg3to5 | coef 0.015 95% CI: [0.010 , 0.019] | OR_adj 1.015 [1.010 1.020] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.607
Correlated most with:
MatDeliveryAge:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.015
Vital : 0.973239855772
MatDeliveryAge : 0.0267601442277
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_index_lasso_fts_no_census
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_results_lasso_fts_no_census
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_models_lasso_fts_no_census.pkl
-----------------------------------------------------
boys lasso_fts no_census gradientboost
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.633, R^2 test: 0.212
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.686, R^2 test: 0.215
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: 0.216
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.939, Explained Variance Score Train: 0.629
AUC Validation: 0.770, Explained Variance Score Validation: 0.318
AUC Test: 0.735, Explained Variance Score Test: 0.241
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.620, R^2 test: 0.147
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.719, R^2 test: 0.160
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.715, R^2 test: 0.126
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.949, Explained Variance Score Train: 0.630
AUC Validation: 0.703, Explained Variance Score Validation: 0.245
AUC Test: 0.731, Explained Variance Score Test: 0.196
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.688, R^2 test: 0.209
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: 0.201
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.210
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.946, Explained Variance Score Train: 0.691
AUC Validation: 0.759, Explained Variance Score Validation: 0.176
AUC Test: 0.735, Explained Variance Score Test: 0.239
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.710, R^2 test: 0.211
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: 0.224
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: 0.200
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.977, Explained Variance Score Train: 0.788
AUC Validation: 0.844, Explained Variance Score Validation: 0.328
AUC Test: 0.736, Explained Variance Score Test: 0.218
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: 0.257
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.268
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.849, R^2 test: 0.264
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.935, Explained Variance Score Train: 0.763
AUC Validation: 0.823, Explained Variance Score Validation: 0.354
AUC Test: 0.765, Explained Variance Score Test: 0.272
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.708, R^2 test: 0.264
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.749, R^2 test: 0.254
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.773, R^2 test: 0.256
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.958, Explained Variance Score Train: 0.739
AUC Validation: 0.796, Explained Variance Score Validation: 0.227
AUC Test: 0.742, Explained Variance Score Test: 0.272
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.636, R^2 test: 0.217
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.730, R^2 test: 0.234
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.724, R^2 test: 0.193
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.972, Explained Variance Score Train: 0.727
AUC Validation: 0.755, Explained Variance Score Validation: 0.245
AUC Test: 0.714, Explained Variance Score Test: 0.210
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.644, R^2 test: 0.192
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: 0.237
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.775, R^2 test: 0.223
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.944, Explained Variance Score Train: 0.692
AUC Validation: 0.737, Explained Variance Score Validation: 0.206
AUC Test: 0.740, Explained Variance Score Test: 0.214
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.749, R^2 test: 0.194
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.195
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.835, R^2 test: 0.212
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.934, Explained Variance Score Train: 0.826
AUC Validation: 0.829, Explained Variance Score Validation: 0.431
AUC Test: 0.740, Explained Variance Score Test: 0.223
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.710, R^2 test: 0.213
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.216
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.765, R^2 test: 0.224
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.988, Explained Variance Score Train: 0.827
AUC Validation: 0.715, Explained Variance Score Validation: 0.158
AUC Test: 0.760, Explained Variance Score Test: 0.241
total variables 29 and total subjects: 1751
->AUC validation: 0.773 95% CI: [0.744 , 0.802]
->AUC test: 0.740 95% CI: [0.731 , 0.748]
->Explained Variance (R2) validation: 0.269 95% CI: [0.218 , 0.320]
->Explained Variance (R2) test: 0.233 95% CI: [0.218 , 0.248]
Test set metrics:
@threshold:1.627, sens:0.000, spec:1.000, ppv:0.000, acc:0.763, f1:0.000, total+:0, total-:350
@threshold:1.327, sens:0.012, spec:0.989, ppv:0.250, acc:0.757, f1:0.023, total+:4, total-:346
@threshold:1.292, sens:0.012, spec:0.985, ppv:0.200, acc:0.754, f1:0.023, total+:5, total-:345
@threshold:1.238, sens:0.024, spec:0.985, ppv:0.333, acc:0.757, f1:0.045, total+:6, total-:344
@threshold:1.223, sens:0.036, spec:0.981, ppv:0.375, acc:0.757, f1:0.066, total+:8, total-:342
@threshold:1.193, sens:0.048, spec:0.981, ppv:0.444, acc:0.760, f1:0.087, total+:9, total-:341
@threshold:1.042, sens:0.096, spec:0.978, ppv:0.571, acc:0.769, f1:0.165, total+:14, total-:336
@threshold:1.020, sens:0.108, spec:0.970, ppv:0.529, acc:0.766, f1:0.180, total+:17, total-:333
@threshold:0.978, sens:0.108, spec:0.966, ppv:0.500, acc:0.763, f1:0.178, total+:18, total-:332
@threshold:0.957, sens:0.120, spec:0.966, ppv:0.526, acc:0.766, f1:0.196, total+:19, total-:331
@threshold:0.902, sens:0.169, spec:0.963, ppv:0.583, acc:0.774, f1:0.262, total+:24, total-:326
@threshold:0.863, sens:0.181, spec:0.959, ppv:0.577, acc:0.774, f1:0.275, total+:26, total-:324
@threshold:0.854, sens:0.181, spec:0.955, ppv:0.556, acc:0.771, f1:0.273, total+:27, total-:323
@threshold:0.824, sens:0.193, spec:0.955, ppv:0.571, acc:0.774, f1:0.288, total+:28, total-:322
@threshold:0.809, sens:0.205, spec:0.951, ppv:0.567, acc:0.774, f1:0.301, total+:30, total-:320
@threshold:0.801, sens:0.217, spec:0.951, ppv:0.581, acc:0.777, f1:0.316, total+:31, total-:319
@threshold:0.676, sens:0.253, spec:0.948, ppv:0.600, acc:0.783, f1:0.356, total+:35, total-:315
@threshold:0.649, sens:0.265, spec:0.940, ppv:0.579, acc:0.780, f1:0.364, total+:38, total-:312
@threshold:0.593, sens:0.289, spec:0.936, ppv:0.585, acc:0.783, f1:0.387, total+:41, total-:309
@threshold:0.586, sens:0.301, spec:0.936, ppv:0.595, acc:0.786, f1:0.400, total+:42, total-:308
@threshold:0.576, sens:0.313, spec:0.933, ppv:0.591, acc:0.786, f1:0.409, total+:44, total-:306
@threshold:0.563, sens:0.325, spec:0.929, ppv:0.587, acc:0.786, f1:0.419, total+:46, total-:304
@threshold:0.539, sens:0.349, spec:0.925, ppv:0.592, acc:0.789, f1:0.439, total+:49, total-:301
@threshold:0.515, sens:0.361, spec:0.925, ppv:0.600, acc:0.791, f1:0.451, total+:50, total-:300
@threshold:0.473, sens:0.373, spec:0.921, ppv:0.596, acc:0.791, f1:0.459, total+:52, total-:298
@threshold:0.458, sens:0.386, spec:0.921, ppv:0.604, acc:0.794, f1:0.471, total+:53, total-:297
@threshold:0.455, sens:0.386, spec:0.918, ppv:0.593, acc:0.791, f1:0.467, total+:54, total-:296
@threshold:0.448, sens:0.398, spec:0.914, ppv:0.589, acc:0.791, f1:0.475, total+:56, total-:294
@threshold:0.413, sens:0.410, spec:0.910, ppv:0.586, acc:0.791, f1:0.482, total+:58, total-:292
@threshold:0.375, sens:0.422, spec:0.903, ppv:0.574, acc:0.789, f1:0.486, total+:61, total-:289
@threshold:0.375, sens:0.422, spec:0.899, ppv:0.565, acc:0.786, f1:0.483, total+:62, total-:288
@threshold:0.341, sens:0.434, spec:0.891, ppv:0.554, acc:0.783, f1:0.486, total+:65, total-:285
@threshold:0.329, sens:0.434, spec:0.888, ppv:0.545, acc:0.780, f1:0.483, total+:66, total-:284
@threshold:0.301, sens:0.446, spec:0.884, ppv:0.544, acc:0.780, f1:0.490, total+:68, total-:282
@threshold:0.300, sens:0.446, spec:0.880, ppv:0.536, acc:0.777, f1:0.487, total+:69, total-:281
@threshold:0.284, sens:0.458, spec:0.873, ppv:0.528, acc:0.774, f1:0.490, total+:72, total-:278
@threshold:0.241, sens:0.482, spec:0.869, ppv:0.533, acc:0.777, f1:0.506, total+:75, total-:275
@threshold:0.149, sens:0.494, spec:0.831, ppv:0.477, acc:0.751, f1:0.485, total+:86, total-:264
@threshold:0.138, sens:0.506, spec:0.828, ppv:0.477, acc:0.751, f1:0.491, total+:88, total-:262
@threshold:0.137, sens:0.518, spec:0.828, ppv:0.483, acc:0.754, f1:0.500, total+:89, total-:261
@threshold:0.132, sens:0.518, spec:0.824, ppv:0.478, acc:0.751, f1:0.497, total+:90, total-:260
@threshold:0.111, sens:0.530, spec:0.824, ppv:0.484, acc:0.754, f1:0.506, total+:91, total-:259
@threshold:0.107, sens:0.542, spec:0.820, ppv:0.484, acc:0.754, f1:0.511, total+:93, total-:257
@threshold:0.106, sens:0.554, spec:0.820, ppv:0.489, acc:0.757, f1:0.520, total+:94, total-:256
@threshold:0.076, sens:0.566, spec:0.816, ppv:0.490, acc:0.757, f1:0.525, total+:96, total-:254
@threshold:0.042, sens:0.578, spec:0.813, ppv:0.490, acc:0.757, f1:0.530, total+:98, total-:252
@threshold:0.028, sens:0.578, spec:0.809, ppv:0.485, acc:0.754, f1:0.527, total+:99, total-:251
@threshold:0.022, sens:0.590, spec:0.809, ppv:0.490, acc:0.757, f1:0.536, total+:100, total-:250
@threshold:-0.005, sens:0.602, spec:0.805, ppv:0.490, acc:0.757, f1:0.541, total+:102, total-:248
@threshold:-0.021, sens:0.614, spec:0.790, ppv:0.477, acc:0.749, f1:0.537, total+:107, total-:243
@threshold:-0.032, sens:0.627, spec:0.787, ppv:0.477, acc:0.749, f1:0.542, total+:109, total-:241
@threshold:-0.067, sens:0.639, spec:0.772, ppv:0.465, acc:0.740, f1:0.538, total+:114, total-:236
@threshold:-0.068, sens:0.639, spec:0.768, ppv:0.461, acc:0.737, f1:0.535, total+:115, total-:235
@threshold:-0.078, sens:0.651, spec:0.764, ppv:0.462, acc:0.737, f1:0.540, total+:117, total-:233
@threshold:-0.078, sens:0.651, spec:0.760, ppv:0.458, acc:0.734, f1:0.537, total+:118, total-:232
@threshold:-0.087, sens:0.663, spec:0.749, ppv:0.451, acc:0.729, f1:0.537, total+:122, total-:228
@threshold:-0.091, sens:0.663, spec:0.745, ppv:0.447, acc:0.726, f1:0.534, total+:123, total-:227
@threshold:-0.136, sens:0.675, spec:0.712, ppv:0.421, acc:0.703, f1:0.519, total+:133, total-:217
@threshold:-0.155, sens:0.687, spec:0.708, ppv:0.422, acc:0.703, f1:0.523, total+:135, total-:215
@threshold:-0.161, sens:0.699, spec:0.700, ppv:0.420, acc:0.700, f1:0.525, total+:138, total-:212
@threshold:-0.164, sens:0.699, spec:0.697, ppv:0.417, acc:0.697, f1:0.523, total+:139, total-:211
@threshold:-0.166, sens:0.711, spec:0.693, ppv:0.418, acc:0.697, f1:0.527, total+:141, total-:209
@threshold:-0.168, sens:0.711, spec:0.689, ppv:0.415, acc:0.694, f1:0.524, total+:142, total-:208
@threshold:-0.178, sens:0.723, spec:0.670, ppv:0.405, acc:0.683, f1:0.519, total+:148, total-:202
@threshold:-0.179, sens:0.723, spec:0.667, ppv:0.403, acc:0.680, f1:0.517, total+:149, total-:201
@threshold:-0.187, sens:0.735, spec:0.655, ppv:0.399, acc:0.674, f1:0.517, total+:153, total-:197
@threshold:-0.187, sens:0.735, spec:0.652, ppv:0.396, acc:0.671, f1:0.515, total+:154, total-:196
@threshold:-0.219, sens:0.747, spec:0.625, ppv:0.383, acc:0.654, f1:0.506, total+:162, total-:188
@threshold:-0.222, sens:0.747, spec:0.622, ppv:0.380, acc:0.651, f1:0.504, total+:163, total-:187
@threshold:-0.257, sens:0.759, spec:0.577, ppv:0.358, acc:0.620, f1:0.486, total+:176, total-:174
@threshold:-0.266, sens:0.759, spec:0.573, ppv:0.356, acc:0.617, f1:0.485, total+:177, total-:173
@threshold:-0.281, sens:0.771, spec:0.562, ppv:0.354, acc:0.611, f1:0.485, total+:181, total-:169
@threshold:-0.282, sens:0.771, spec:0.558, ppv:0.352, acc:0.609, f1:0.483, total+:182, total-:168
@threshold:-0.294, sens:0.783, spec:0.539, ppv:0.346, acc:0.597, f1:0.480, total+:188, total-:162
@threshold:-0.297, sens:0.783, spec:0.536, ppv:0.344, acc:0.594, f1:0.478, total+:189, total-:161
@threshold:-0.347, sens:0.795, spec:0.446, ppv:0.308, acc:0.529, f1:0.444, total+:214, total-:136
@threshold:-0.348, sens:0.795, spec:0.442, ppv:0.307, acc:0.526, f1:0.443, total+:215, total-:135
@threshold:-0.352, sens:0.807, spec:0.442, ppv:0.310, acc:0.529, f1:0.448, total+:216, total-:134
@threshold:-0.352, sens:0.807, spec:0.438, ppv:0.309, acc:0.526, f1:0.447, total+:217, total-:133
@threshold:-0.356, sens:0.819, spec:0.434, ppv:0.311, acc:0.526, f1:0.450, total+:219, total-:131
@threshold:-0.357, sens:0.819, spec:0.431, ppv:0.309, acc:0.523, f1:0.449, total+:220, total-:130
@threshold:-0.357, sens:0.819, spec:0.416, ppv:0.304, acc:0.511, f1:0.443, total+:224, total-:126
@threshold:-0.357, sens:0.819, spec:0.412, ppv:0.302, acc:0.509, f1:0.442, total+:225, total-:125
@threshold:-0.359, sens:0.831, spec:0.404, ppv:0.303, acc:0.506, f1:0.444, total+:228, total-:122
@threshold:-0.361, sens:0.843, spec:0.401, ppv:0.304, acc:0.506, f1:0.447, total+:230, total-:120
@threshold:-0.393, sens:0.855, spec:0.367, ppv:0.296, acc:0.483, f1:0.440, total+:240, total-:110
@threshold:-0.393, sens:0.855, spec:0.363, ppv:0.295, acc:0.480, f1:0.438, total+:241, total-:109
@threshold:-0.399, sens:0.867, spec:0.356, ppv:0.295, acc:0.477, f1:0.440, total+:244, total-:106
@threshold:-0.403, sens:0.867, spec:0.352, ppv:0.294, acc:0.474, f1:0.439, total+:245, total-:105
@threshold:-0.425, sens:0.880, spec:0.326, ppv:0.289, acc:0.457, f1:0.435, total+:253, total-:97
@threshold:-0.425, sens:0.880, spec:0.322, ppv:0.287, acc:0.454, f1:0.433, total+:254, total-:96
@threshold:-0.464, sens:0.892, spec:0.281, ppv:0.278, acc:0.426, f1:0.424, total+:266, total-:84
@threshold:-0.467, sens:0.892, spec:0.277, ppv:0.277, acc:0.423, f1:0.423, total+:267, total-:83
@threshold:-0.473, sens:0.904, spec:0.277, ppv:0.280, acc:0.426, f1:0.427, total+:268, total-:82
@threshold:-0.476, sens:0.904, spec:0.273, ppv:0.279, acc:0.423, f1:0.426, total+:269, total-:81
@threshold:-0.596, sens:0.916, spec:0.176, ppv:0.257, acc:0.351, f1:0.401, total+:296, total-:54
@threshold:-0.597, sens:0.916, spec:0.172, ppv:0.256, acc:0.349, f1:0.400, total+:297, total-:53
@threshold:-0.605, sens:0.928, spec:0.172, ppv:0.258, acc:0.351, f1:0.404, total+:298, total-:52
@threshold:-0.607, sens:0.928, spec:0.169, ppv:0.258, acc:0.349, f1:0.403, total+:299, total-:51
@threshold:-0.691, sens:0.940, spec:0.105, ppv:0.246, acc:0.303, f1:0.390, total+:317, total-:33
@threshold:-0.706, sens:0.940, spec:0.101, ppv:0.245, acc:0.300, f1:0.389, total+:318, total-:32
@threshold:-0.711, sens:0.952, spec:0.101, ppv:0.248, acc:0.303, f1:0.393, total+:319, total-:31
@threshold:-0.724, sens:0.952, spec:0.097, ppv:0.247, acc:0.300, f1:0.392, total+:320, total-:30
@threshold:-0.777, sens:0.964, spec:0.082, ppv:0.246, acc:0.291, f1:0.392, total+:325, total-:25
@threshold:-0.794, sens:0.976, spec:0.079, ppv:0.248, acc:0.291, f1:0.395, total+:327, total-:23
@threshold:-0.800, sens:0.988, spec:0.079, ppv:0.250, acc:0.294, f1:0.399, total+:328, total-:22
@threshold:-0.805, sens:0.988, spec:0.075, ppv:0.249, acc:0.291, f1:0.398, total+:329, total-:21
@threshold:-1.024, sens:1.000, spec:0.004, ppv:0.238, acc:0.240, f1:0.384, total+:349, total-:1
* Vital: Wt for Length ZScore-avg5to7 | coef 0.065 95% CI: [0.047 , 0.083] | OR_adj 1.067 [1.048 1.087] | occ: 1347 | OR_unadj: 1.778 [1.414 2.235] | indivs AUC:0.603
Correlated most with:
MatDeliveryAge:-0.036
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.000
* Vital: Wt for Length Zscore-avg10to13 | coef 0.054 95% CI: [0.037 , 0.071] | OR_adj 1.056 [1.038 1.074] | occ: 1403 | OR_unadj: 2.480 [1.970 3.122] | indivs AUC:0.682
Correlated most with:
MatDeliveryAge:-0.069
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.007
* Vital: BMI-avg1to3 | coef 0.051 95% CI: [0.044 , 0.059] | OR_adj 1.053 [1.045 1.060] | occ: 1370 | OR_unadj: 1.693 [1.347 2.129] | indivs AUC:0.615
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.022
MatDeliveryAge:0.015
* Vital: BMI-avg7to10 | coef 0.048 95% CI: [0.040 , 0.056] | OR_adj 1.049 [1.041 1.057] | occ: 1342 | OR_unadj: 2.069 [1.645 2.602] | indivs AUC:0.623
Correlated most with:
MatDeliveryAge:-0.062
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.003
* Vital: Wt-gain3to7 | coef 0.047 95% CI: [0.036 , 0.058] | OR_adj 1.048 [1.037 1.060] | occ: 1487 | OR_unadj: 1.284 [1.021 1.614] | indivs AUC:0.544
Correlated most with:
MatDeliveryAge:-0.016
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.007
Vital: Wt-gain1to5 | coef 0.047 95% CI: [0.035 , 0.058] | OR_adj 1.048 [1.036 1.060] | occ: 1472 | OR_unadj: 0.993 [0.790 1.247] | indivs AUC:0.460
Correlated most with:
MatDeliveryAge:0.025
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.015
* Vital: BMI-latest | coef 0.046 95% CI: [0.036 , 0.056] | OR_adj 1.047 [1.036 1.058] | occ: 1672 | OR_unadj: 4.483 [3.496 5.747] | indivs AUC:0.726
Correlated most with:
MatDeliveryAge:-0.053
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.003
Vital: Ht-avg7to10 | coef 0.045 95% CI: [0.037 , 0.053] | OR_adj 1.046 [1.038 1.054] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.525
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.018
MatDeliveryAge:0.014
Vital: Ht-gain16to24 | coef 0.043 95% CI: [0.034 , 0.053] | OR_adj 1.044 [1.034 1.054] | occ: 1442 | OR_unadj: 0.985 [0.700 1.387] | indivs AUC:0.487
Correlated most with:
MatDeliveryAge:-0.044
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.012
* Vital: BMI-avg3to5 | coef 0.043 95% CI: [0.034 , 0.052] | OR_adj 1.044 [1.035 1.053] | occ: 1314 | OR_unadj: 1.808 [1.437 2.274] | indivs AUC:0.606
Correlated most with:
MatDeliveryAge:-0.029
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.012
MatDeliveryAge | coef 0.042 95% CI: [0.033 , 0.051] | OR_adj 1.043 [1.034 1.053] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.493
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
MatDeliveryAge:0.015
Vital: Wt for Len Percentile-gain13to19 | coef 0.042 95% CI: [0.032 , 0.053] | OR_adj 1.043 [1.032 1.054] | occ: 1313 | OR_unadj: 0.996 [0.788 1.258] | indivs AUC:0.515
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.020
MatDeliveryAge:-0.010
* Vital: Wt-avg1to3 | coef 0.041 95% CI: [0.029 , 0.053] | OR_adj 1.042 [1.030 1.054] | occ: 1388 | OR_unadj: 1.947 [1.549 2.448] | indivs AUC:0.595
Correlated most with:
MatDeliveryAge:-0.017
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.001
* Vital: Wt for Length ZScore-avg7to10 | coef 0.040 95% CI: [0.026 , 0.054] | OR_adj 1.041 [1.027 1.056] | occ: 1346 | OR_unadj: 2.147 [1.708 2.700] | indivs AUC:0.631
Correlated most with:
MatDeliveryAge:-0.046
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.009
* Vital: Wt for Length ZScore-avg3to5 | coef 0.037 95% CI: [0.030 , 0.044] | OR_adj 1.038 [1.030 1.045] | occ: 1321 | OR_unadj: 1.681 [1.337 2.114] | indivs AUC:0.599
Correlated most with:
MatDeliveryAge:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.015
Vital: HC-gain1to5 | coef 0.033 95% CI: [0.026 , 0.040] | OR_adj 1.033 [1.026 1.041] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.454
Correlated most with:
MatDeliveryAge:-0.003
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.000
* Vital: BMI-avg16to19 | coef 0.032 95% CI: [0.028 , 0.036] | OR_adj 1.033 [1.029 1.037] | occ: 1293 | OR_unadj: 3.189 [2.527 4.025] | indivs AUC:0.687
Correlated most with:
MatDeliveryAge:-0.057
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.010
* Vital: Wt for Length ZScore-avg16to19 | coef 0.032 95% CI: [0.024 , 0.041] | OR_adj 1.033 [1.024 1.041] | occ: 1292 | OR_unadj: 3.143 [2.490 3.966] | indivs AUC:0.693
Correlated most with:
MatDeliveryAge:-0.078
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.010
* Vital: BMI-avg10to13 | coef 0.031 95% CI: [0.025 , 0.038] | OR_adj 1.032 [1.025 1.039] | occ: 1400 | OR_unadj: 2.301 [1.830 2.895] | indivs AUC:0.671
Correlated most with:
MatDeliveryAge:-0.077
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.029
* Vital: BMI-gain0to24 | coef 0.023 95% CI: [0.017 , 0.029] | OR_adj 1.023 [1.017 1.029] | occ: 1391 | OR_unadj: 4.247 [3.349 5.386] | indivs AUC:0.766
Correlated most with:
MatDeliveryAge:-0.044
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.016
* Vital: Wt for Len Percentile-avg10to13 | coef 0.022 95% CI: [0.018 , 0.026] | OR_adj 1.022 [1.018 1.026] | occ: 1404 | OR_unadj: 2.684 [2.131 3.381] | indivs AUC:0.682
Correlated most with:
MatDeliveryAge:-0.077
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.013
* Vital: BMI-avg19to24 | coef 0.022 95% CI: [0.016 , 0.028] | OR_adj 1.022 [1.016 1.028] | occ: 1397 | OR_unadj: 4.344 [3.423 5.512] | indivs AUC:0.771
Correlated most with:
MatDeliveryAge:-0.039
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.013
* Vital: Wt-latest | coef 0.021 95% CI: [0.015 , 0.028] | OR_adj 1.022 [1.015 1.028] | occ: 1677 | OR_unadj: 4.020 [3.127 5.168] | indivs AUC:0.717
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.022
MatDeliveryAge:0.008
* Vital: Wt for Length ZScore-latest | coef 0.021 95% CI: [0.017 , 0.025] | OR_adj 1.021 [1.017 1.025] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.734
Correlated most with:
MatDeliveryAge:-0.071
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.008
* Vital: Wt for Length ZScore-gain0to24 | coef 0.020 95% CI: [0.015 , 0.024] | OR_adj 1.020 [1.015 1.024] | occ: 1665 | OR_unadj: 4.511 [3.503 5.810] | indivs AUC:0.734
Correlated most with:
MatDeliveryAge:-0.047
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.014
* Vital: Wt-avg19to24 | coef 0.018 95% CI: [0.015 , 0.022] | OR_adj 1.018 [1.015 1.022] | occ: 1417 | OR_unadj: 4.067 [3.209 5.154] | indivs AUC:0.745
Correlated most with:
MatDeliveryAge:-0.029
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.006
* Vital: Wt-gain0to24 | coef 0.014 95% CI: [0.012 , 0.017] | OR_adj 1.015 [1.012 1.017] | occ: 1411 | OR_unadj: 3.949 [3.118 5.001] | indivs AUC:0.739
Correlated most with:
MatDeliveryAge:-0.034
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.005
* Vital: Wt for Len Percentile-avg16to19 | coef 0.011 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.013] | occ: 1294 | OR_unadj: 3.224 [2.551 4.073] | indivs AUC:0.703
Correlated most with:
MatDeliveryAge:-0.089
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.006
* Vital: Wt for Len Percentile-latest | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.009] | occ: 1601 | OR_unadj: 4.255 [3.294 5.497] | indivs AUC:0.765
Correlated most with:
MatDeliveryAge:-0.064
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.008
Vital : 0.957641681491
MatDeliveryAge : 0.0423583185093
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_index_lasso_fts_no_census
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_results_lasso_fts_no_census
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_models_lasso_fts_no_census.pkl
-----------------------------------------------------
boys lasso_fts no_wt_bmi lasso
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.446, R^2 test: -0.550
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.424, R^2 test: -0.374
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.386, R^2 test: -0.256
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.009, R^2 test: -0.003
best alpha via bootstrap CV: 0.1
AUC Train: 0.563, Explained Variance Score Train: 0.009
AUC Validation: 0.475, Explained Variance Score Validation: 0.000
AUC Test: 0.468, Explained Variance Score Test: -0.002
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.437, R^2 test: -0.541
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.409, R^2 test: -0.305
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.356, R^2 test: -0.135
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.034, R^2 test: -0.000
best alpha via bootstrap CV: 0.1
AUC Train: 0.664, Explained Variance Score Train: 0.034
AUC Validation: 0.478, Explained Variance Score Validation: -0.009
AUC Test: 0.588, Explained Variance Score Test: 0.012
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.483, R^2 test: -0.219
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.464, R^2 test: -0.119
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.423, R^2 test: -0.073
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.091, R^2 test: 0.034
best alpha via bootstrap CV: 0.1
AUC Train: 0.707, Explained Variance Score Train: 0.091
AUC Validation: 0.503, Explained Variance Score Validation: -0.027
AUC Test: 0.619, Explained Variance Score Test: 0.035
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.404, R^2 test: -0.325
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.378, R^2 test: -0.212
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.334, R^2 test: -0.136
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.000
best alpha via bootstrap CV: 0.1
AUC Train: 0.643, Explained Variance Score Train: 0.000
AUC Validation: 0.557, Explained Variance Score Validation: -0.000
AUC Test: 0.468, Explained Variance Score Test: 0.000
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.400, R^2 test: -0.338
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.368, R^2 test: -0.173
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.321, R^2 test: -0.068
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.019, R^2 test: 0.006
best alpha via bootstrap CV: 0.1
AUC Train: 0.679, Explained Variance Score Train: 0.019
AUC Validation: 0.481, Explained Variance Score Validation: -0.009
AUC Test: 0.558, Explained Variance Score Test: 0.006
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.420, R^2 test: -0.327
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.384, R^2 test: -0.152
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.321, R^2 test: -0.065
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.023, R^2 test: 0.002
best alpha via bootstrap CV: 0.1
AUC Train: 0.560, Explained Variance Score Train: 0.023
AUC Validation: 0.506, Explained Variance Score Validation: 0.002
AUC Test: 0.596, Explained Variance Score Test: 0.004
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.405, R^2 test: -0.462
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.382, R^2 test: -0.268
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.337, R^2 test: -0.143
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.041, R^2 test: -0.013
best alpha via bootstrap CV: 0.1
AUC Train: 0.559, Explained Variance Score Train: 0.041
AUC Validation: 0.598, Explained Variance Score Validation: 0.011
AUC Test: 0.489, Explained Variance Score Test: -0.012
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.448, R^2 test: -0.667
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.426, R^2 test: -0.441
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.388, R^2 test: -0.273
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.033, R^2 test: 0.002
best alpha via bootstrap CV: 0.1
AUC Train: 0.572, Explained Variance Score Train: 0.033
AUC Validation: 0.646, Explained Variance Score Validation: 0.024
AUC Test: 0.561, Explained Variance Score Test: 0.003
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.437, R^2 test: -0.392
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.416, R^2 test: -0.246
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.376, R^2 test: -0.146
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.005, R^2 test: -0.001
best alpha via bootstrap CV: 0.1
AUC Train: 0.593, Explained Variance Score Train: 0.005
AUC Validation: 0.522, Explained Variance Score Validation: 0.005
AUC Test: 0.506, Explained Variance Score Test: -0.001
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.508, R^2 test: -0.644
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.482, R^2 test: -0.438
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.420, R^2 test: -0.264
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.019, R^2 test: -0.001
best alpha via bootstrap CV: 0.1
AUC Train: 0.641, Explained Variance Score Train: 0.019
AUC Validation: 0.459, Explained Variance Score Validation: -0.008
AUC Test: 0.483, Explained Variance Score Test: -0.000
total variables 81 and total subjects: 1751
->AUC validation: 0.522 95% CI: [0.487 , 0.558]
->AUC test: 0.533 95% CI: [0.500 , 0.567]
->Explained Variance (R2) validation: -0.001 95% CI: [-0.009 , 0.007]
->Explained Variance (R2) test: 0.004 95% CI: [-0.003 , 0.012]
Test set metrics:
@threshold:1.104, sens:0.000, spec:1.000, ppv:0.000, acc:0.774, f1:0.000, total+:0, total-:350
@threshold:0.104, sens:0.000, spec:1.000, ppv:0.000, acc:0.774, f1:0.000, total+:0, total-:350
@threshold:0.091, sens:0.000, spec:0.996, ppv:0.000, acc:0.771, f1:0.000, total+:1, total-:349
@threshold:0.090, sens:0.013, spec:0.993, ppv:0.333, acc:0.771, f1:0.024, total+:3, total-:347
@threshold:0.090, sens:0.025, spec:0.993, ppv:0.500, acc:0.774, f1:0.048, total+:4, total-:346
@threshold:0.085, sens:0.038, spec:0.974, ppv:0.300, acc:0.763, f1:0.067, total+:10, total-:340
@threshold:0.081, sens:0.038, spec:0.970, ppv:0.273, acc:0.760, f1:0.067, total+:11, total-:339
@threshold:0.073, sens:0.038, spec:0.948, ppv:0.176, acc:0.743, f1:0.062, total+:17, total-:333
@threshold:0.067, sens:0.038, spec:0.945, ppv:0.167, acc:0.740, f1:0.062, total+:18, total-:332
@threshold:0.064, sens:0.051, spec:0.937, ppv:0.190, acc:0.737, f1:0.080, total+:21, total-:329
@threshold:0.061, sens:0.051, spec:0.934, ppv:0.182, acc:0.734, f1:0.079, total+:22, total-:328
@threshold:0.061, sens:0.063, spec:0.934, ppv:0.217, acc:0.737, f1:0.098, total+:23, total-:327
@threshold:0.060, sens:0.076, spec:0.930, ppv:0.240, acc:0.737, f1:0.115, total+:25, total-:325
@threshold:0.060, sens:0.076, spec:0.926, ppv:0.231, acc:0.734, f1:0.114, total+:26, total-:324
@threshold:0.057, sens:0.089, spec:0.904, ppv:0.212, acc:0.720, f1:0.125, total+:33, total-:317
@threshold:0.057, sens:0.089, spec:0.900, ppv:0.206, acc:0.717, f1:0.124, total+:34, total-:316
@threshold:0.056, sens:0.101, spec:0.897, ppv:0.222, acc:0.717, f1:0.139, total+:36, total-:314
@threshold:0.056, sens:0.101, spec:0.893, ppv:0.216, acc:0.714, f1:0.138, total+:37, total-:313
@threshold:0.055, sens:0.114, spec:0.878, ppv:0.214, acc:0.706, f1:0.149, total+:42, total-:308
@threshold:0.055, sens:0.114, spec:0.867, ppv:0.200, acc:0.697, f1:0.145, total+:45, total-:305
@threshold:0.053, sens:0.127, spec:0.863, ppv:0.213, acc:0.697, f1:0.159, total+:47, total-:303
@threshold:0.053, sens:0.139, spec:0.860, ppv:0.224, acc:0.697, f1:0.172, total+:49, total-:301
@threshold:0.051, sens:0.152, spec:0.856, ppv:0.235, acc:0.697, f1:0.185, total+:51, total-:299
@threshold:0.048, sens:0.165, spec:0.841, ppv:0.232, acc:0.689, f1:0.193, total+:56, total-:294
@threshold:0.047, sens:0.165, spec:0.838, ppv:0.228, acc:0.686, f1:0.191, total+:57, total-:293
@threshold:0.046, sens:0.177, spec:0.830, ppv:0.233, acc:0.683, f1:0.201, total+:60, total-:290
@threshold:0.046, sens:0.177, spec:0.827, ppv:0.230, acc:0.680, f1:0.200, total+:61, total-:289
@threshold:0.045, sens:0.177, spec:0.819, ppv:0.222, acc:0.674, f1:0.197, total+:63, total-:287
@threshold:0.043, sens:0.190, spec:0.797, ppv:0.214, acc:0.660, f1:0.201, total+:70, total-:280
@threshold:0.042, sens:0.190, spec:0.793, ppv:0.211, acc:0.657, f1:0.200, total+:71, total-:279
@threshold:0.042, sens:0.190, spec:0.782, ppv:0.203, acc:0.649, f1:0.196, total+:74, total-:276
@threshold:0.042, sens:0.190, spec:0.779, ppv:0.200, acc:0.646, f1:0.195, total+:75, total-:275
@threshold:0.039, sens:0.203, spec:0.764, ppv:0.200, acc:0.637, f1:0.201, total+:80, total-:270
@threshold:0.039, sens:0.203, spec:0.760, ppv:0.198, acc:0.634, f1:0.200, total+:81, total-:269
@threshold:0.038, sens:0.215, spec:0.753, ppv:0.202, acc:0.631, f1:0.209, total+:84, total-:266
@threshold:0.037, sens:0.215, spec:0.738, ppv:0.193, acc:0.620, f1:0.204, total+:88, total-:262
@threshold:0.037, sens:0.215, spec:0.734, ppv:0.191, acc:0.617, f1:0.202, total+:89, total-:261
@threshold:0.037, sens:0.241, spec:0.723, ppv:0.202, acc:0.614, f1:0.220, total+:94, total-:256
@threshold:0.037, sens:0.253, spec:0.723, ppv:0.211, acc:0.617, f1:0.230, total+:95, total-:255
@threshold:0.037, sens:0.266, spec:0.720, ppv:0.216, acc:0.617, f1:0.239, total+:97, total-:253
@threshold:0.036, sens:0.278, spec:0.720, ppv:0.224, acc:0.620, f1:0.249, total+:98, total-:252
@threshold:0.035, sens:0.278, spec:0.701, ppv:0.214, acc:0.606, f1:0.242, total+:103, total-:247
@threshold:0.034, sens:0.278, spec:0.697, ppv:0.212, acc:0.603, f1:0.240, total+:104, total-:246
@threshold:0.034, sens:0.304, spec:0.694, ppv:0.224, acc:0.606, f1:0.258, total+:107, total-:243
@threshold:0.033, sens:0.316, spec:0.683, ppv:0.225, acc:0.600, f1:0.263, total+:111, total-:239
@threshold:0.033, sens:0.316, spec:0.679, ppv:0.223, acc:0.597, f1:0.262, total+:112, total-:238
@threshold:0.031, sens:0.342, spec:0.664, ppv:0.229, acc:0.591, f1:0.274, total+:118, total-:232
@threshold:0.031, sens:0.342, spec:0.661, ppv:0.227, acc:0.589, f1:0.273, total+:119, total-:231
@threshold:0.031, sens:0.354, spec:0.653, ppv:0.230, acc:0.586, f1:0.279, total+:122, total-:228
@threshold:0.031, sens:0.354, spec:0.649, ppv:0.228, acc:0.583, f1:0.277, total+:123, total-:227
@threshold:0.031, sens:0.367, spec:0.649, ppv:0.234, acc:0.586, f1:0.286, total+:124, total-:226
@threshold:0.030, sens:0.367, spec:0.627, ppv:0.223, acc:0.569, f1:0.278, total+:130, total-:220
@threshold:0.030, sens:0.367, spec:0.624, ppv:0.221, acc:0.566, f1:0.276, total+:131, total-:219
@threshold:0.029, sens:0.380, spec:0.624, ppv:0.227, acc:0.569, f1:0.284, total+:132, total-:218
@threshold:0.029, sens:0.380, spec:0.620, ppv:0.226, acc:0.566, f1:0.283, total+:133, total-:217
@threshold:0.029, sens:0.392, spec:0.620, ppv:0.231, acc:0.569, f1:0.291, total+:134, total-:216
@threshold:0.029, sens:0.392, spec:0.616, ppv:0.230, acc:0.566, f1:0.290, total+:135, total-:215
@threshold:0.029, sens:0.405, spec:0.613, ppv:0.234, acc:0.566, f1:0.296, total+:137, total-:213
@threshold:0.029, sens:0.405, spec:0.609, ppv:0.232, acc:0.563, f1:0.295, total+:138, total-:212
@threshold:0.028, sens:0.418, spec:0.590, ppv:0.229, acc:0.551, f1:0.296, total+:144, total-:206
@threshold:0.028, sens:0.418, spec:0.587, ppv:0.228, acc:0.549, f1:0.295, total+:145, total-:205
@threshold:0.027, sens:0.443, spec:0.565, ppv:0.229, acc:0.537, f1:0.302, total+:153, total-:197
@threshold:0.027, sens:0.443, spec:0.561, ppv:0.227, acc:0.534, f1:0.300, total+:154, total-:196
@threshold:0.027, sens:0.443, spec:0.546, ppv:0.222, acc:0.523, f1:0.295, total+:158, total-:192
@threshold:0.026, sens:0.443, spec:0.542, ppv:0.220, acc:0.520, f1:0.294, total+:159, total-:191
@threshold:0.024, sens:0.481, spec:0.472, ppv:0.210, acc:0.474, f1:0.292, total+:181, total-:169
@threshold:0.024, sens:0.481, spec:0.469, ppv:0.209, acc:0.471, f1:0.291, total+:182, total-:168
@threshold:0.024, sens:0.494, spec:0.454, ppv:0.209, acc:0.463, f1:0.293, total+:187, total-:163
@threshold:0.023, sens:0.494, spec:0.450, ppv:0.207, acc:0.460, f1:0.292, total+:188, total-:162
@threshold:0.023, sens:0.506, spec:0.443, ppv:0.209, acc:0.457, f1:0.296, total+:191, total-:159
@threshold:0.023, sens:0.506, spec:0.439, ppv:0.208, acc:0.454, f1:0.295, total+:192, total-:158
@threshold:0.022, sens:0.519, spec:0.417, ppv:0.206, acc:0.440, f1:0.295, total+:199, total-:151
@threshold:0.022, sens:0.519, spec:0.413, ppv:0.205, acc:0.437, f1:0.294, total+:200, total-:150
@threshold:0.022, sens:0.532, spec:0.395, ppv:0.204, acc:0.426, f1:0.295, total+:206, total-:144
@threshold:0.022, sens:0.544, spec:0.395, ppv:0.208, acc:0.429, f1:0.301, total+:207, total-:143
@threshold:0.022, sens:0.544, spec:0.391, ppv:0.207, acc:0.426, f1:0.300, total+:208, total-:142
@threshold:0.022, sens:0.557, spec:0.387, ppv:0.210, acc:0.426, f1:0.304, total+:210, total-:140
@threshold:0.021, sens:0.557, spec:0.384, ppv:0.209, acc:0.423, f1:0.303, total+:211, total-:139
@threshold:0.019, sens:0.595, spec:0.351, ppv:0.211, acc:0.406, f1:0.311, total+:223, total-:127
@threshold:0.019, sens:0.595, spec:0.347, ppv:0.210, acc:0.403, f1:0.310, total+:224, total-:126
@threshold:0.017, sens:0.608, spec:0.303, ppv:0.203, acc:0.371, f1:0.304, total+:237, total-:113
@threshold:0.017, sens:0.608, spec:0.299, ppv:0.202, acc:0.369, f1:0.303, total+:238, total-:112
@threshold:0.015, sens:0.620, spec:0.284, ppv:0.202, acc:0.360, f1:0.304, total+:243, total-:107
@threshold:0.015, sens:0.620, spec:0.280, ppv:0.201, acc:0.357, f1:0.303, total+:244, total-:106
@threshold:0.015, sens:0.646, spec:0.262, ppv:0.203, acc:0.349, f1:0.309, total+:251, total-:99
@threshold:0.015, sens:0.646, spec:0.258, ppv:0.202, acc:0.346, f1:0.308, total+:252, total-:98
@threshold:0.014, sens:0.658, spec:0.251, ppv:0.204, acc:0.343, f1:0.311, total+:255, total-:95
@threshold:0.013, sens:0.658, spec:0.247, ppv:0.203, acc:0.340, f1:0.310, total+:256, total-:94
@threshold:0.012, sens:0.671, spec:0.247, ppv:0.206, acc:0.343, f1:0.315, total+:257, total-:93
@threshold:0.012, sens:0.671, spec:0.244, ppv:0.205, acc:0.340, f1:0.315, total+:258, total-:92
@threshold:0.012, sens:0.671, spec:0.236, ppv:0.204, acc:0.334, f1:0.313, total+:260, total-:90
@threshold:0.012, sens:0.671, spec:0.232, ppv:0.203, acc:0.331, f1:0.312, total+:261, total-:89
@threshold:0.011, sens:0.684, spec:0.207, ppv:0.201, acc:0.314, f1:0.310, total+:269, total-:81
@threshold:0.010, sens:0.684, spec:0.203, ppv:0.200, acc:0.311, f1:0.309, total+:270, total-:80
@threshold:0.010, sens:0.709, spec:0.196, ppv:0.204, acc:0.311, f1:0.317, total+:274, total-:76
@threshold:0.010, sens:0.709, spec:0.192, ppv:0.204, acc:0.309, f1:0.316, total+:275, total-:75
@threshold:0.009, sens:0.722, spec:0.181, ppv:0.204, acc:0.303, f1:0.318, total+:279, total-:71
@threshold:0.009, sens:0.734, spec:0.181, ppv:0.207, acc:0.306, f1:0.323, total+:280, total-:70
@threshold:0.008, sens:0.747, spec:0.170, ppv:0.208, acc:0.300, f1:0.325, total+:284, total-:66
@threshold:0.008, sens:0.759, spec:0.170, ppv:0.211, acc:0.303, f1:0.330, total+:285, total-:65
@threshold:0.008, sens:0.772, spec:0.148, ppv:0.209, acc:0.289, f1:0.329, total+:292, total-:58
@threshold:0.008, sens:0.772, spec:0.144, ppv:0.208, acc:0.286, f1:0.328, total+:293, total-:57
@threshold:0.007, sens:0.785, spec:0.137, ppv:0.209, acc:0.283, f1:0.331, total+:296, total-:54
@threshold:0.005, sens:0.797, spec:0.133, ppv:0.211, acc:0.283, f1:0.334, total+:298, total-:52
@threshold:0.005, sens:0.810, spec:0.125, ppv:0.213, acc:0.280, f1:0.337, total+:301, total-:49
@threshold:0.005, sens:0.810, spec:0.122, ppv:0.212, acc:0.277, f1:0.336, total+:302, total-:48
@threshold:0.002, sens:0.823, spec:0.103, ppv:0.211, acc:0.266, f1:0.336, total+:308, total-:42
@threshold:0.001, sens:0.835, spec:0.100, ppv:0.213, acc:0.266, f1:0.339, total+:310, total-:40
@threshold:0.001, sens:0.848, spec:0.100, ppv:0.215, acc:0.269, f1:0.344, total+:311, total-:39
@threshold:0.001, sens:0.848, spec:0.096, ppv:0.215, acc:0.266, f1:0.343, total+:312, total-:38
@threshold:-0.001, sens:0.861, spec:0.092, ppv:0.217, acc:0.266, f1:0.346, total+:314, total-:36
@threshold:-0.001, sens:0.861, spec:0.089, ppv:0.216, acc:0.263, f1:0.345, total+:315, total-:35
@threshold:-0.003, sens:0.911, spec:0.077, ppv:0.224, acc:0.266, f1:0.359, total+:322, total-:28
@threshold:-0.004, sens:0.911, spec:0.074, ppv:0.223, acc:0.263, f1:0.358, total+:323, total-:27
@threshold:-0.004, sens:0.924, spec:0.074, ppv:0.225, acc:0.266, f1:0.362, total+:324, total-:26
@threshold:-0.006, sens:0.924, spec:0.070, ppv:0.225, acc:0.263, f1:0.361, total+:325, total-:25
@threshold:-0.008, sens:0.937, spec:0.063, ppv:0.226, acc:0.260, f1:0.364, total+:328, total-:22
@threshold:-0.010, sens:0.949, spec:0.048, ppv:0.225, acc:0.251, f1:0.364, total+:333, total-:17
@threshold:-0.013, sens:0.949, spec:0.037, ppv:0.223, acc:0.243, f1:0.361, total+:336, total-:14
@threshold:-0.018, sens:0.949, spec:0.018, ppv:0.220, acc:0.229, f1:0.357, total+:341, total-:9
@threshold:-0.019, sens:0.949, spec:0.015, ppv:0.219, acc:0.226, f1:0.356, total+:342, total-:8
@threshold:-0.020, sens:0.962, spec:0.015, ppv:0.222, acc:0.229, f1:0.360, total+:343, total-:7
@threshold:-0.021, sens:0.962, spec:0.011, ppv:0.221, acc:0.226, f1:0.359, total+:344, total-:6
@threshold:-0.024, sens:0.975, spec:0.007, ppv:0.223, acc:0.226, f1:0.362, total+:346, total-:4
@threshold:-0.033, sens:0.975, spec:0.004, ppv:0.222, acc:0.223, f1:0.362, total+:347, total-:3
@threshold:-0.034, sens:0.987, spec:0.004, ppv:0.224, acc:0.226, f1:0.365, total+:348, total-:2
@threshold:-0.037, sens:0.987, spec:0.000, ppv:0.223, acc:0.223, f1:0.364, total+:349, total-:1
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.025 95% CI: [0.002 , 0.048] | OR_adj 1.025 [1.002 1.049] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.549
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Diagnosis:9ccs239:Superfic inj:-0.092
Diagnosis:9ccs136:Teeth dx:-0.079
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.065
Diagnosis:9ccs143:Abdom hernia:0.059
Newborn Diagnosis:9ccs215:gu cong anom:0.059
Maternal Lab History: MCH-postPregnancy:-0.057
Maternal Diagnosis:9ccs186:DM in preg:-0.055
Maternal Diagnosis:9ccs188:Pelvic obstr:0.055
Diagnosis:9ccs128:Asthma:0.046
* Vital: HC-avg7to10 | coef 0.022 95% CI: [-0.017 , 0.062] | OR_adj 1.023 [0.983 1.064] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.630
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.167
Newborn Diagnosis:9ccs222:Perint jaund:-0.116
Maternal Diagnosis:9ccs183:HTN in preg:-0.096
Maternal Diagnosis:9ccs188:Pelvic obstr:0.076
Maternal Lab History: MONOS-postPregnancy:-0.075
Diagnosis:9ccs159:UTI:0.071
Maternal Diagnosis:9ccs187:Malposition:-0.066
Diagnosis:9ccs155:Other GI dx:-0.060
Diagnosis:9ccs10:Immuniz/scrn:-0.060
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.059
Vital: Ht Percentile-gain13to19 | coef 0.012 95% CI: [-0.002 , 0.027] | OR_adj 1.012 [0.998 1.027] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.069
Maternal Lab History: SODIUM-postPregnancy:-0.063
Diagnosis:9ccs200:Oth skin dx:0.058
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.048
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.047
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.047
Maternal Lab History: hCG MoM-otherPregnancy:-0.046
Maternal Diagnosis:9ccs191:Amnios dx:-0.043
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.011 95% CI: [-0.006 , 0.027] | OR_adj 1.011 [0.994 1.027] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:0.073
Diagnosis:9ccs137:Mouth dx:-0.048
Maternal Diagnosis:9ccs186:DM in preg:-0.045
Diagnosis:9ccs90:Eye infectn:0.042
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.042
MatDeliveryAge:0.041
Maternal Diagnosis:9ccs185:Long pregncy:0.038
Diagnosis:9ccs96:Hrt valve dx:0.034
Maternal Procedure History:86580-postPregnancy:-0.034
Maternal Lab History: POTASSIUM-otherPregnancy:-0.032
MatDeliveryAge | coef 0.011 95% CI: [-0.003 , 0.024] | OR_adj 1.011 [0.997 1.024] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.556
Correlated most with:
Maternal Lab History: WBC-otherPregnancy:0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Diagnosis:9ccs143:Abdom hernia:0.077
Diagnosis:9ccs128:Asthma:0.060
Maternal Diagnosis:9ccs186:DM in preg:-0.058
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.056
Maternal Diagnosis:9ccs188:Pelvic obstr:0.056
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.055
Diagnosis:9ccs257:Ot aftercare:-0.052
MatDeliveryAge:-0.052
Vital: HC-latest | coef 0.005 95% CI: [-0.000 , 0.010] | OR_adj 1.005 [1.000 1.010] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: WBC-otherPregnancy:0.074
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.064
Maternal Diagnosis:9ccs185:Long pregncy:0.060
Diagnosis:9ccs133:Oth low resp:0.053
MatDeliveryAge:-0.053
Diagnosis:9ccs58:Ot nutrit dx:0.053
Maternal Lab History: MCH-postPregnancy:-0.051
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.049
Maternal Lab History: EOSINOPHIL-postPregnancy:0.048
Vital: Ht-avg7to10 | coef 0.005 95% CI: [-0.003 , 0.012] | OR_adj 1.005 [0.997 1.012] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccs7:Viral infect:0.104
Diagnosis:9ccs122:Pneumonia:0.065
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.065
Diagnosis:9ccs143:Abdom hernia:0.061
Maternal Diagnosis:9ccs181:Ot preg comp:0.060
Diagnosis:9ccs198:Ot infl skin:0.060
Maternal Lab History: AFP-otherPregnancy:-0.058
Diagnosis:9ccs239:Superfic inj:0.053
Maternal Diagnosis:9ccs159:UTI-postPregnancy:-0.047
Diagnosis:9ccs250:Nausea/vomit:0.045
Vital: Temp-avg3to5 | coef -0.005 95% CI: [-0.013 , 0.004] | OR_adj 0.995 [0.987 1.004] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.531
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.139
Maternal Diagnosis:9ccs183:HTN in preg:-0.080
Maternal Diagnosis:9ccs188:Pelvic obstr:0.068
Maternal Lab History: A/G-postPregnancy:-0.066
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.057
Diagnosis:9ccs250:Nausea/vomit:-0.057
Maternal Lab History: hCG MoM-otherPregnancy:-0.055
Maternal Lab History: GLOBULIN-postPregnancy:0.054
Diagnosis:9ccs165:Inf male gen:0.049
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.045
Vital: Temp-latest | coef 0.004 95% CI: [-0.003 , 0.011] | OR_adj 1.004 [0.997 1.011] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.289
Diagnosis:9ccs92:Otitis media:0.280
Diagnosis:9ccs7:Viral infect:0.183
Diagnosis:9ccs257:Ot aftercare:0.180
Diagnosis:9ccs135:Intest infct:0.160
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.127
Diagnosis:9ccs128:Asthma:0.122
Diagnosis:9ccs90:Eye infectn:0.118
Diagnosis:9ccs113:Late eff CVD:0.111
Diagnosis:9ccs122:Pneumonia:0.102
* Vital: Ht Percentile-avg10to13 | coef 0.004 95% CI: [-0.001 , 0.009] | OR_adj 1.004 [0.999 1.009] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.590
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Newborn Diagnosis:9ccs222:Perint jaund:-0.068
Maternal Diagnosis:9ccs186:DM in preg:-0.063
Maternal Diagnosis:9ccs183:HTN in preg:-0.061
Diagnosis:9ccs59:Anemia:-0.054
Maternal Lab History: CHLORIDE-otherPregnancy:-0.048
Maternal Diagnosis:9ccs189:Prev c-sectn:0.045
Diagnosis:9ccs96:Hrt valve dx:-0.045
Maternal Lab History: A/G-postPregnancy:-0.044
MatDeliveryAge:0.040
Vital: HC-gain1to5 | coef -0.003 95% CI: [-0.008 , 0.001] | OR_adj 0.997 [0.992 1.001] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.106
Diagnosis:9ccs7:Viral infect:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.079
Diagnosis:9ccs257:Ot aftercare:-0.078
Diagnosis:9ccs166:Oth male gen:-0.072
Maternal Lab History: AFP-otherPregnancy:0.065
Diagnosis:9ccs90:Eye infectn:-0.059
Diagnosis:9ccs165:Inf male gen:-0.055
Diagnosis:9ccs133:Oth low resp:-0.054
Diagnosis:9ccs159:UTI:-0.053
Vital: Ht Percentile-gain5to10 | coef -0.003 95% CI: [-0.008 , 0.002] | OR_adj 0.997 [0.993 1.002] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs128:Asthma:0.070
Diagnosis:9ccs59:Anemia:0.062
Diagnosis:9ccs224:Ot perint dx:-0.061
Diagnosis:9ccs92:Otitis media:0.058
Maternal Lab History: EOSINOPHIL-postPregnancy:0.057
Maternal Diagnosis:9ccs186:DM in preg:-0.050
Maternal Lab History: MCH-postPregnancy:-0.050
Diagnosis:9ccs165:Inf male gen:0.048
Maternal Procedure History:86580-postPregnancy:-0.048
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.047
Vital: HC-avg13to16 | coef 0.002 95% CI: [-0.002 , 0.007] | OR_adj 1.002 [0.998 1.007] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.607
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:-0.079
Diagnosis:9ccs224:Ot perint dx:0.077
Maternal Lab History: AFP-otherPregnancy:-0.069
Diagnosis:9ccs135:Intest infct:0.064
Diagnosis:9ccs143:Abdom hernia:0.059
Maternal Procedure History:86580-otherPregnancy:0.058
Diagnosis:9ccs239:Superfic inj:0.056
Diagnosis:9ccs96:Hrt valve dx:-0.054
Diagnosis:9ccs128:Asthma:0.052
Diagnosis:9ccs58:Ot nutrit dx:0.048
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.002 95% CI: [-0.002 , 0.007] | OR_adj 1.002 [0.998 1.007] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.466
Correlated most with:
Diagnosis:9ccs159:UTI:0.068
Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.066
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.060
Diagnosis:9ccs7:Viral infect:0.056
Diagnosis:9ccs92:Otitis media:0.056
Maternal Lab History: AST-postPregnancy:0.053
Diagnosis:9ccs151:Oth liver dx:0.050
Maternal Diagnosis:9ccs168:PID:0.049
Maternal Diagnosis:9ccs186:DM in preg:0.048
* Vital: Ht-avg0to1 | coef 0.002 95% CI: [-0.002 , 0.007] | OR_adj 1.002 [0.998 1.007] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.064
Diagnosis:9ccs151:Oth liver dx:-0.062
Diagnosis:9ccs239:Superfic inj:-0.059
Diagnosis:9ccs166:Oth male gen:-0.058
Diagnosis:9ccs96:Hrt valve dx:0.054
Maternal Lab History: RBC-otherPregnancy:-0.054
Maternal Lab History: AST-postPregnancy:-0.051
Maternal Lab History: AST-otherPregnancy:0.048
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.048
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.042
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.539
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.070
Diagnosis:9ccs92:Otitis media:0.054
Maternal Procedure History:86580-otherPregnancy:0.051
Diagnosis:9ccs198:Ot infl skin:0.046
Diagnosis:9ccs94:Other ear dx:-0.046
Maternal Lab History: GLOBULIN-postPregnancy:0.045
Maternal Lab History: POTASSIUM-postPregnancy:0.041
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.040
Diagnosis:9ccs159:UTI:0.039
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.039
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.558
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.114
Diagnosis:9ccs257:Ot aftercare:-0.091
Maternal Lab History: AFP-otherPregnancy:0.081
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.073
Diagnosis:9ccs128:Asthma:-0.072
Diagnosis:9ccs166:Oth male gen:-0.069
Diagnosis:9ccs113:Late eff CVD:-0.068
Diagnosis:9ccs122:Pneumonia:-0.065
Diagnosis:9ccs7:Viral infect:-0.063
Maternal Lab History: GLOBULIN-postPregnancy:-0.056
Census : 0.03764983482
Vital : 0.0464453820482
MatDeliveryAge : 0.0105623486828
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_index_lasso_fts_no_wt_bmi
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_results_lasso_fts_no_wt_bmi
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_lasso_models_lasso_fts_no_wt_bmi.pkl
-----------------------------------------------------
boys lasso_fts no_wt_bmi randomforest
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.864, R^2 test: -0.060
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.808, R^2 test: -0.043
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.591, R^2 test: -0.014
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.489, R^2 test: -0.006
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.935, Explained Variance Score Train: 0.489
AUC Validation: 0.477, Explained Variance Score Validation: -0.013
AUC Test: 0.637, Explained Variance Score Test: 0.012
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.859, R^2 test: -0.130
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.794, R^2 test: -0.108
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.573, R^2 test: -0.075
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.464, R^2 test: -0.063
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.923, Explained Variance Score Train: 0.464
AUC Validation: 0.554, Explained Variance Score Validation: 0.028
AUC Test: 0.526, Explained Variance Score Test: -0.061
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.045
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.762, R^2 test: -0.033
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.555, R^2 test: -0.037
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.453, R^2 test: -0.039
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.984, Explained Variance Score Train: 0.763
AUC Validation: 0.614, Explained Variance Score Validation: -0.094
AUC Test: 0.528, Explained Variance Score Test: -0.032
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.876, R^2 test: -0.091
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.824, R^2 test: -0.058
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.611, R^2 test: -0.040
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.514, R^2 test: -0.041
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.963, Explained Variance Score Train: 0.612
AUC Validation: 0.681, Explained Variance Score Validation: 0.021
AUC Test: 0.568, Explained Variance Score Test: 0.007
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.850, R^2 test: -0.073
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.783, R^2 test: -0.048
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.554, R^2 test: -0.016
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.458, R^2 test: -0.011
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.912, Explained Variance Score Train: 0.458
AUC Validation: 0.532, Explained Variance Score Validation: -0.100
AUC Test: 0.585, Explained Variance Score Test: -0.009
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: -0.267
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.791, R^2 test: -0.187
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.578, R^2 test: -0.133
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.470, R^2 test: -0.127
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.904, Explained Variance Score Train: 0.470
AUC Validation: 0.600, Explained Variance Score Validation: -0.087
AUC Test: 0.549, Explained Variance Score Test: -0.080
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.853, R^2 test: -0.173
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.770, R^2 test: -0.095
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.548, R^2 test: -0.034
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.442, R^2 test: -0.035
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.957, Explained Variance Score Train: 0.548
AUC Validation: 0.491, Explained Variance Score Validation: -0.174
AUC Test: 0.588, Explained Variance Score Test: -0.022
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.044
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.792, R^2 test: -0.035
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.565, R^2 test: 0.000
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.462, R^2 test: 0.002
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.942, Explained Variance Score Train: 0.462
AUC Validation: 0.593, Explained Variance Score Validation: 0.032
AUC Test: 0.544, Explained Variance Score Test: 0.004
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.178
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.762, R^2 test: -0.151
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.542, R^2 test: -0.128
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.434, R^2 test: -0.122
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.939, Explained Variance Score Train: 0.435
AUC Validation: 0.704, Explained Variance Score Validation: 0.073
AUC Test: 0.478, Explained Variance Score Test: -0.105
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.845, R^2 test: -0.076
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.743, R^2 test: -0.030
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.510, R^2 test: -0.041
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.404, R^2 test: -0.030
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.993, Explained Variance Score Train: 0.743
AUC Validation: 0.581, Explained Variance Score Validation: -0.031
AUC Test: 0.580, Explained Variance Score Test: -0.010
total variables 81 and total subjects: 1751
->AUC validation: 0.583 95% CI: [0.540 , 0.626]
->AUC test: 0.558 95% CI: [0.533 , 0.584]
->Explained Variance (R2) validation: -0.035 95% CI: [-0.080 , 0.011]
->Explained Variance (R2) test: -0.030 95% CI: [-0.053 , -0.006]
Test set metrics:
@threshold:1.964, sens:0.000, spec:1.000, ppv:0.000, acc:0.794, f1:0.000, total+:0, total-:350
@threshold:0.964, sens:0.000, spec:1.000, ppv:0.000, acc:0.794, f1:0.000, total+:0, total-:350
@threshold:0.941, sens:0.000, spec:0.996, ppv:0.000, acc:0.791, f1:0.000, total+:1, total-:349
@threshold:0.890, sens:0.014, spec:0.996, ppv:0.500, acc:0.794, f1:0.027, total+:2, total-:348
@threshold:0.836, sens:0.014, spec:0.993, ppv:0.333, acc:0.791, f1:0.027, total+:3, total-:347
@threshold:0.795, sens:0.028, spec:0.986, ppv:0.333, acc:0.789, f1:0.051, total+:6, total-:344
@threshold:0.764, sens:0.028, spec:0.982, ppv:0.286, acc:0.786, f1:0.051, total+:7, total-:343
@threshold:0.623, sens:0.042, spec:0.971, ppv:0.273, acc:0.780, f1:0.072, total+:11, total-:339
@threshold:0.614, sens:0.042, spec:0.968, ppv:0.250, acc:0.777, f1:0.071, total+:12, total-:338
@threshold:0.528, sens:0.056, spec:0.950, ppv:0.222, acc:0.766, f1:0.089, total+:18, total-:332
@threshold:0.527, sens:0.056, spec:0.946, ppv:0.211, acc:0.763, f1:0.088, total+:19, total-:331
@threshold:0.439, sens:0.069, spec:0.878, ppv:0.128, acc:0.711, f1:0.090, total+:39, total-:311
@threshold:0.439, sens:0.069, spec:0.874, ppv:0.125, acc:0.709, f1:0.089, total+:40, total-:310
@threshold:0.391, sens:0.083, spec:0.817, ppv:0.105, acc:0.666, f1:0.093, total+:57, total-:293
@threshold:0.390, sens:0.083, spec:0.813, ppv:0.103, acc:0.663, f1:0.092, total+:58, total-:292
@threshold:0.388, sens:0.097, spec:0.813, ppv:0.119, acc:0.666, f1:0.107, total+:59, total-:291
@threshold:0.384, sens:0.097, spec:0.809, ppv:0.117, acc:0.663, f1:0.106, total+:60, total-:290
@threshold:0.374, sens:0.111, spec:0.802, ppv:0.127, acc:0.660, f1:0.119, total+:63, total-:287
@threshold:0.373, sens:0.111, spec:0.799, ppv:0.125, acc:0.657, f1:0.118, total+:64, total-:286
@threshold:0.368, sens:0.125, spec:0.791, ppv:0.134, acc:0.654, f1:0.129, total+:67, total-:283
@threshold:0.366, sens:0.125, spec:0.788, ppv:0.132, acc:0.651, f1:0.129, total+:68, total-:282
@threshold:0.364, sens:0.139, spec:0.784, ppv:0.143, acc:0.651, f1:0.141, total+:70, total-:280
@threshold:0.361, sens:0.139, spec:0.781, ppv:0.141, acc:0.649, f1:0.140, total+:71, total-:279
@threshold:0.335, sens:0.153, spec:0.755, ppv:0.139, acc:0.631, f1:0.146, total+:79, total-:271
@threshold:0.334, sens:0.153, spec:0.752, ppv:0.138, acc:0.629, f1:0.145, total+:80, total-:270
@threshold:0.310, sens:0.167, spec:0.745, ppv:0.145, acc:0.626, f1:0.155, total+:83, total-:267
@threshold:0.307, sens:0.167, spec:0.741, ppv:0.143, acc:0.623, f1:0.154, total+:84, total-:266
@threshold:0.272, sens:0.181, spec:0.716, ppv:0.141, acc:0.606, f1:0.159, total+:92, total-:258
@threshold:0.269, sens:0.181, spec:0.712, ppv:0.140, acc:0.603, f1:0.158, total+:93, total-:257
@threshold:0.243, sens:0.194, spec:0.687, ppv:0.139, acc:0.586, f1:0.162, total+:101, total-:249
@threshold:0.243, sens:0.194, spec:0.683, ppv:0.137, acc:0.583, f1:0.161, total+:102, total-:248
@threshold:0.229, sens:0.208, spec:0.676, ppv:0.143, acc:0.580, f1:0.169, total+:105, total-:245
@threshold:0.226, sens:0.208, spec:0.673, ppv:0.142, acc:0.577, f1:0.169, total+:106, total-:244
@threshold:0.216, sens:0.222, spec:0.665, ppv:0.147, acc:0.574, f1:0.177, total+:109, total-:241
@threshold:0.207, sens:0.236, spec:0.662, ppv:0.153, acc:0.574, f1:0.186, total+:111, total-:239
@threshold:0.205, sens:0.250, spec:0.658, ppv:0.159, acc:0.574, f1:0.195, total+:113, total-:237
@threshold:0.200, sens:0.250, spec:0.655, ppv:0.158, acc:0.571, f1:0.194, total+:114, total-:236
@threshold:0.173, sens:0.264, spec:0.626, ppv:0.154, acc:0.551, f1:0.195, total+:123, total-:227
@threshold:0.173, sens:0.264, spec:0.622, ppv:0.153, acc:0.549, f1:0.194, total+:124, total-:226
@threshold:0.170, sens:0.278, spec:0.622, ppv:0.160, acc:0.551, f1:0.203, total+:125, total-:225
@threshold:0.170, sens:0.278, spec:0.619, ppv:0.159, acc:0.549, f1:0.202, total+:126, total-:224
@threshold:0.166, sens:0.292, spec:0.619, ppv:0.165, acc:0.551, f1:0.211, total+:127, total-:223
@threshold:0.163, sens:0.306, spec:0.615, ppv:0.171, acc:0.551, f1:0.219, total+:129, total-:221
@threshold:0.158, sens:0.319, spec:0.608, ppv:0.174, acc:0.549, f1:0.225, total+:132, total-:218
@threshold:0.149, sens:0.347, spec:0.604, ppv:0.185, acc:0.551, f1:0.242, total+:135, total-:215
@threshold:0.132, sens:0.361, spec:0.590, ppv:0.186, acc:0.543, f1:0.245, total+:140, total-:210
@threshold:0.131, sens:0.361, spec:0.586, ppv:0.184, acc:0.540, f1:0.244, total+:141, total-:209
@threshold:0.127, sens:0.375, spec:0.579, ppv:0.188, acc:0.537, f1:0.250, total+:144, total-:206
@threshold:0.125, sens:0.375, spec:0.576, ppv:0.186, acc:0.534, f1:0.249, total+:145, total-:205
@threshold:0.101, sens:0.389, spec:0.554, ppv:0.184, acc:0.520, f1:0.250, total+:152, total-:198
@threshold:0.092, sens:0.389, spec:0.550, ppv:0.183, acc:0.517, f1:0.249, total+:153, total-:197
@threshold:0.090, sens:0.403, spec:0.550, ppv:0.188, acc:0.520, f1:0.257, total+:154, total-:196
@threshold:0.087, sens:0.417, spec:0.547, ppv:0.192, acc:0.520, f1:0.263, total+:156, total-:194
@threshold:0.086, sens:0.431, spec:0.543, ppv:0.196, acc:0.520, f1:0.270, total+:158, total-:192
@threshold:0.085, sens:0.431, spec:0.540, ppv:0.195, acc:0.517, f1:0.268, total+:159, total-:191
@threshold:0.072, sens:0.444, spec:0.529, ppv:0.196, acc:0.511, f1:0.272, total+:163, total-:187
@threshold:0.072, sens:0.444, spec:0.525, ppv:0.195, acc:0.509, f1:0.271, total+:164, total-:186
@threshold:0.068, sens:0.458, spec:0.522, ppv:0.199, acc:0.509, f1:0.277, total+:166, total-:184
@threshold:0.064, sens:0.472, spec:0.518, ppv:0.202, acc:0.509, f1:0.283, total+:168, total-:182
@threshold:0.062, sens:0.486, spec:0.511, ppv:0.205, acc:0.506, f1:0.288, total+:171, total-:179
@threshold:0.056, sens:0.514, spec:0.507, ppv:0.213, acc:0.509, f1:0.301, total+:174, total-:176
@threshold:0.050, sens:0.528, spec:0.500, ppv:0.215, acc:0.506, f1:0.305, total+:177, total-:173
@threshold:0.050, sens:0.528, spec:0.496, ppv:0.213, acc:0.503, f1:0.304, total+:178, total-:172
@threshold:0.016, sens:0.542, spec:0.439, ppv:0.200, acc:0.460, f1:0.292, total+:195, total-:155
@threshold:0.013, sens:0.569, spec:0.435, ppv:0.207, acc:0.463, f1:0.304, total+:198, total-:152
@threshold:0.009, sens:0.583, spec:0.435, ppv:0.211, acc:0.466, f1:0.310, total+:199, total-:151
@threshold:0.007, sens:0.583, spec:0.432, ppv:0.210, acc:0.463, f1:0.309, total+:200, total-:150
@threshold:0.000, sens:0.597, spec:0.414, ppv:0.209, acc:0.451, f1:0.309, total+:206, total-:144
@threshold:-0.000, sens:0.597, spec:0.410, ppv:0.208, acc:0.449, f1:0.308, total+:207, total-:143
@threshold:-0.036, sens:0.611, spec:0.371, ppv:0.201, acc:0.420, f1:0.302, total+:219, total-:131
@threshold:-0.036, sens:0.611, spec:0.367, ppv:0.200, acc:0.417, f1:0.301, total+:220, total-:130
@threshold:-0.037, sens:0.625, spec:0.363, ppv:0.203, acc:0.417, f1:0.306, total+:222, total-:128
@threshold:-0.038, sens:0.625, spec:0.360, ppv:0.202, acc:0.414, f1:0.305, total+:223, total-:127
@threshold:-0.051, sens:0.639, spec:0.342, ppv:0.201, acc:0.403, f1:0.306, total+:229, total-:121
@threshold:-0.053, sens:0.639, spec:0.338, ppv:0.200, acc:0.400, f1:0.305, total+:230, total-:120
@threshold:-0.075, sens:0.653, spec:0.317, ppv:0.198, acc:0.386, f1:0.304, total+:237, total-:113
@threshold:-0.075, sens:0.653, spec:0.313, ppv:0.197, acc:0.383, f1:0.303, total+:238, total-:112
@threshold:-0.085, sens:0.667, spec:0.309, ppv:0.200, acc:0.383, f1:0.308, total+:240, total-:110
@threshold:-0.094, sens:0.694, spec:0.306, ppv:0.206, acc:0.386, f1:0.317, total+:243, total-:107
@threshold:-0.105, sens:0.708, spec:0.288, ppv:0.205, acc:0.374, f1:0.318, total+:249, total-:101
@threshold:-0.106, sens:0.708, spec:0.284, ppv:0.204, acc:0.371, f1:0.317, total+:250, total-:100
@threshold:-0.115, sens:0.722, spec:0.281, ppv:0.206, acc:0.371, f1:0.321, total+:252, total-:98
@threshold:-0.123, sens:0.736, spec:0.277, ppv:0.209, acc:0.371, f1:0.325, total+:254, total-:96
@threshold:-0.131, sens:0.750, spec:0.266, ppv:0.209, acc:0.366, f1:0.327, total+:258, total-:92
@threshold:-0.131, sens:0.750, spec:0.263, ppv:0.208, acc:0.363, f1:0.326, total+:259, total-:91
@threshold:-0.143, sens:0.764, spec:0.241, ppv:0.207, acc:0.349, f1:0.325, total+:266, total-:84
@threshold:-0.145, sens:0.764, spec:0.237, ppv:0.206, acc:0.346, f1:0.324, total+:267, total-:83
@threshold:-0.152, sens:0.778, spec:0.227, ppv:0.207, acc:0.340, f1:0.327, total+:271, total-:79
@threshold:-0.159, sens:0.792, spec:0.223, ppv:0.209, acc:0.340, f1:0.330, total+:273, total-:77
@threshold:-0.165, sens:0.806, spec:0.212, ppv:0.209, acc:0.334, f1:0.332, total+:277, total-:73
@threshold:-0.170, sens:0.819, spec:0.209, ppv:0.211, acc:0.334, f1:0.336, total+:279, total-:71
@threshold:-0.177, sens:0.833, spec:0.201, ppv:0.213, acc:0.331, f1:0.339, total+:282, total-:68
@threshold:-0.188, sens:0.833, spec:0.198, ppv:0.212, acc:0.329, f1:0.338, total+:283, total-:67
@threshold:-0.191, sens:0.847, spec:0.187, ppv:0.213, acc:0.323, f1:0.340, total+:287, total-:63
@threshold:-0.191, sens:0.847, spec:0.183, ppv:0.212, acc:0.320, f1:0.339, total+:288, total-:62
@threshold:-0.212, sens:0.861, spec:0.147, ppv:0.207, acc:0.294, f1:0.334, total+:299, total-:51
@threshold:-0.215, sens:0.861, spec:0.144, ppv:0.207, acc:0.291, f1:0.333, total+:300, total-:50
@threshold:-0.234, sens:0.875, spec:0.122, ppv:0.205, acc:0.277, f1:0.332, total+:307, total-:43
@threshold:-0.238, sens:0.875, spec:0.119, ppv:0.205, acc:0.274, f1:0.332, total+:308, total-:42
@threshold:-0.240, sens:0.889, spec:0.119, ppv:0.207, acc:0.277, f1:0.336, total+:309, total-:41
@threshold:-0.246, sens:0.917, spec:0.115, ppv:0.212, acc:0.280, f1:0.344, total+:312, total-:38
@threshold:-0.251, sens:0.931, spec:0.112, ppv:0.213, acc:0.280, f1:0.347, total+:314, total-:36
@threshold:-0.252, sens:0.931, spec:0.108, ppv:0.213, acc:0.277, f1:0.346, total+:315, total-:35
@threshold:-0.277, sens:0.944, spec:0.104, ppv:0.215, acc:0.277, f1:0.350, total+:317, total-:33
@threshold:-0.278, sens:0.944, spec:0.101, ppv:0.214, acc:0.274, f1:0.349, total+:318, total-:32
@threshold:-0.318, sens:0.958, spec:0.076, ppv:0.212, acc:0.257, f1:0.347, total+:326, total-:24
@threshold:-0.320, sens:0.958, spec:0.072, ppv:0.211, acc:0.254, f1:0.346, total+:327, total-:23
@threshold:-0.342, sens:0.958, spec:0.054, ppv:0.208, acc:0.240, f1:0.342, total+:332, total-:18
@threshold:-0.342, sens:0.958, spec:0.050, ppv:0.207, acc:0.237, f1:0.341, total+:333, total-:17
@threshold:-0.363, sens:0.972, spec:0.043, ppv:0.208, acc:0.234, f1:0.343, total+:336, total-:14
@threshold:-0.366, sens:0.972, spec:0.040, ppv:0.208, acc:0.231, f1:0.342, total+:337, total-:13
@threshold:-0.382, sens:0.986, spec:0.036, ppv:0.209, acc:0.231, f1:0.345, total+:339, total-:11
@threshold:-0.387, sens:0.986, spec:0.032, ppv:0.209, acc:0.229, f1:0.345, total+:340, total-:10
@threshold:-0.432, sens:0.986, spec:0.011, ppv:0.205, acc:0.211, f1:0.340, total+:346, total-:4
@threshold:-0.441, sens:0.986, spec:0.007, ppv:0.205, acc:0.209, f1:0.339, total+:347, total-:3
@threshold:-0.491, sens:1.000, spec:0.004, ppv:0.206, acc:0.209, f1:0.342, total+:349, total-:1
MatDeliveryAge | coef 0.051 95% CI: [0.026 , 0.075] | OR_adj 1.052 [1.027 1.078] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.549
Correlated most with:
Maternal Lab History: WBC-otherPregnancy:0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Diagnosis:9ccs143:Abdom hernia:0.077
Diagnosis:9ccs128:Asthma:0.060
Maternal Diagnosis:9ccs186:DM in preg:-0.058
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.056
Maternal Diagnosis:9ccs188:Pelvic obstr:0.056
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.055
Diagnosis:9ccs257:Ot aftercare:-0.052
MatDeliveryAge:-0.052
Vital: HC-latest | coef 0.047 95% CI: [0.033 , 0.061] | OR_adj 1.048 [1.034 1.063] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.613
Correlated most with:
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: WBC-otherPregnancy:0.074
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.064
Maternal Diagnosis:9ccs185:Long pregncy:0.060
Diagnosis:9ccs133:Oth low resp:0.053
MatDeliveryAge:-0.053
Diagnosis:9ccs58:Ot nutrit dx:0.053
Maternal Lab History: MCH-postPregnancy:-0.051
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.049
Maternal Lab History: EOSINOPHIL-postPregnancy:0.048
* Vital: Ht Percentile-avg10to13 | coef 0.046 95% CI: [0.007 , 0.084] | OR_adj 1.047 [1.007 1.088] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.561
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Newborn Diagnosis:9ccs222:Perint jaund:-0.068
Maternal Diagnosis:9ccs186:DM in preg:-0.063
Maternal Diagnosis:9ccs183:HTN in preg:-0.061
Diagnosis:9ccs59:Anemia:-0.054
Maternal Lab History: CHLORIDE-otherPregnancy:-0.048
Maternal Diagnosis:9ccs189:Prev c-sectn:0.045
Diagnosis:9ccs96:Hrt valve dx:-0.045
Maternal Lab History: A/G-postPregnancy:-0.044
MatDeliveryAge:0.040
Vital: Temp-avg5to7 | coef 0.042 95% CI: [0.027 , 0.058] | OR_adj 1.043 [1.027 1.060] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.543
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.147
Newborn Diagnosis:9ccs222:Perint jaund:-0.094
Maternal Lab History: A/G-postPregnancy:-0.082
Maternal Diagnosis:9ccs183:HTN in preg:-0.070
Maternal Lab History: GLOBULIN-postPregnancy:0.070
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.055
Maternal Diagnosis:9ccs188:Pelvic obstr:0.047
Diagnosis:9ccs92:Otitis media:0.047
Maternal Lab History: MONOS-postPregnancy:-0.044
Diagnosis:9ccs198:Ot infl skin:0.044
* Vital: Ht-gain0to24 | coef 0.035 95% CI: [0.018 , 0.052] | OR_adj 1.036 [1.019 1.054] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs128:Asthma:0.084
MatDeliveryAge:-0.073
Maternal Diagnosis:9ccs185:Long pregncy:0.066
Diagnosis:9ccs143:Abdom hernia:0.066
Maternal Lab History: URINE PH-otherPregnancy:-0.065
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.064
Maternal Lab History: MCH-postPregnancy:-0.063
Maternal Lab History: EOSINOPHIL-postPregnancy:0.056
Maternal Lab History: ABS LYMPH-postPregnancy:0.054
Diagnosis:9ccs122:Pneumonia:0.053
* Vital: Ht-postPregnancy | coef 0.034 95% CI: [0.016 , 0.052] | OR_adj 1.035 [1.016 1.054] | occ: 482 | OR_unadj: 0.662 [0.460 0.953] | indivs AUC:0.454
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.130
Diagnosis:9ccs239:Superfic inj:-0.097
Diagnosis:9ccs7:Viral infect:-0.097
Diagnosis:9ccs128:Asthma:-0.090
Diagnosis:9ccs257:Ot aftercare:-0.086
Diagnosis:9ccs133:Oth low resp:-0.083
Diagnosis:9ccs155:Other GI dx:-0.076
Diagnosis:9ccs90:Eye infectn:-0.075
Diagnosis:9ccs200:Oth skin dx:-0.068
Maternal Diagnosis:9ccs189:Prev c-sectn:0.055
* Vital: Ht-gain1to5 | coef 0.034 95% CI: [0.021 , 0.046] | OR_adj 1.034 [1.021 1.047] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.452
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.088
Diagnosis:9ccs122:Pneumonia:0.081
Diagnosis:9ccs134:Ot uppr resp:0.071
Diagnosis:9ccs92:Otitis media:0.068
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.059
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.058
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.058
Diagnosis:9ccs94:Other ear dx:0.056
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.054
Diagnosis:9ccs143:Abdom hernia:0.052
Vital: Temp-avg10to13 | coef 0.030 95% CI: [0.022 , 0.039] | OR_adj 1.031 [1.022 1.039] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.068
Maternal Diagnosis:9ccs183:HTN in preg:-0.065
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.064
Diagnosis:9ccs159:UTI:0.058
Newborn Diagnosis:9ccs215:gu cong anom:0.057
Diagnosis:9ccs92:Otitis media:0.054
Diagnosis:9ccs224:Ot perint dx:-0.050
Diagnosis:9ccs155:Other GI dx:-0.049
Maternal Lab History: BASOPHIL-postPregnancy:0.047
Vital: Temp-latest | coef 0.030 95% CI: [0.025 , 0.035] | OR_adj 1.030 [1.025 1.035] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.466
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.289
Diagnosis:9ccs92:Otitis media:0.280
Diagnosis:9ccs7:Viral infect:0.183
Diagnosis:9ccs257:Ot aftercare:0.180
Diagnosis:9ccs135:Intest infct:0.160
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.127
Diagnosis:9ccs128:Asthma:0.122
Diagnosis:9ccs90:Eye infectn:0.118
Diagnosis:9ccs113:Late eff CVD:0.111
Diagnosis:9ccs122:Pneumonia:0.102
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.029 95% CI: [0.016 , 0.042] | OR_adj 1.030 [1.016 1.043] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.566
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.109
Maternal Lab History: WBC-otherPregnancy:0.086
Diagnosis:9ccs136:Teeth dx:-0.078
Diagnosis:9ccs143:Abdom hernia:0.077
Maternal Diagnosis:9ccs188:Pelvic obstr:0.077
Maternal Diagnosis:9ccs186:DM in preg:-0.075
Diagnosis:9ccs128:Asthma:0.064
Maternal Lab History: MCH-postPregnancy:-0.062
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.061
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.052
* Vital: Ht-latest | coef 0.028 95% CI: [0.021 , 0.036] | OR_adj 1.029 [1.021 1.036] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccs94:Other ear dx:-0.049
Diagnosis:9ccs4:Mycoses:-0.045
Diagnosis:9ccs113:Late eff CVD:-0.043
Maternal Lab History: POTASSIUM-postPregnancy:-0.038
Diagnosis:9ccs198:Ot infl skin:0.038
Maternal Lab History: ALBUMIN-otherPregnancy:-0.037
Diagnosis:9ccs7:Viral infect:0.035
Maternal Diagnosis:9ccs191:Amnios dx:-0.035
Maternal Diagnosis:9ccs168:PID:0.035
Maternal Lab History: A/G-postPregnancy:0.035
Vital: HC-gain1to5 | coef 0.028 95% CI: [0.019 , 0.036] | OR_adj 1.028 [1.019 1.037] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.106
Diagnosis:9ccs7:Viral infect:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.079
Diagnosis:9ccs257:Ot aftercare:-0.078
Diagnosis:9ccs166:Oth male gen:-0.072
Maternal Lab History: AFP-otherPregnancy:0.065
Diagnosis:9ccs90:Eye infectn:-0.059
Diagnosis:9ccs165:Inf male gen:-0.055
Diagnosis:9ccs133:Oth low resp:-0.054
Diagnosis:9ccs159:UTI:-0.053
* Vital: Ht-avg0to1 | coef 0.027 95% CI: [0.017 , 0.037] | OR_adj 1.027 [1.017 1.037] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.064
Diagnosis:9ccs151:Oth liver dx:-0.062
Diagnosis:9ccs239:Superfic inj:-0.059
Diagnosis:9ccs166:Oth male gen:-0.058
Diagnosis:9ccs96:Hrt valve dx:0.054
Maternal Lab History: RBC-otherPregnancy:-0.054
Maternal Lab History: AST-postPregnancy:-0.051
Maternal Lab History: AST-otherPregnancy:0.048
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.048
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.042
Vital: Ht-gain7to13 | coef 0.024 95% CI: [0.019 , 0.029] | OR_adj 1.024 [1.019 1.030] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs128:Asthma:0.087
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: URINE PH-otherPregnancy:-0.077
Diagnosis:9ccs143:Abdom hernia:0.068
Maternal Lab History: ABS LYMPH-postPregnancy:0.068
MatDeliveryAge:-0.062
Maternal Lab History: MCH-postPregnancy:-0.060
Maternal Lab History: ALT-otherPregnancy:0.059
Diagnosis:9ccs59:Anemia:0.051
Maternal Diagnosis:9ccs186:DM in preg:-0.046
Vital: HC-avg13to16 | coef 0.022 95% CI: [0.011 , 0.034] | OR_adj 1.023 [1.011 1.034] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.582
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:-0.079
Diagnosis:9ccs224:Ot perint dx:0.077
Maternal Lab History: AFP-otherPregnancy:-0.069
Diagnosis:9ccs135:Intest infct:0.064
Diagnosis:9ccs143:Abdom hernia:0.059
Maternal Procedure History:86580-otherPregnancy:0.058
Diagnosis:9ccs239:Superfic inj:0.056
Diagnosis:9ccs96:Hrt valve dx:-0.054
Diagnosis:9ccs128:Asthma:0.052
Diagnosis:9ccs58:Ot nutrit dx:0.048
* Vital: HC-avg7to10 | coef 0.022 95% CI: [0.017 , 0.027] | OR_adj 1.022 [1.017 1.028] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.617
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.167
Newborn Diagnosis:9ccs222:Perint jaund:-0.116
Maternal Diagnosis:9ccs183:HTN in preg:-0.096
Maternal Diagnosis:9ccs188:Pelvic obstr:0.076
Maternal Lab History: MONOS-postPregnancy:-0.075
Diagnosis:9ccs159:UTI:0.071
Maternal Diagnosis:9ccs187:Malposition:-0.066
Diagnosis:9ccs155:Other GI dx:-0.060
Diagnosis:9ccs10:Immuniz/scrn:-0.060
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.059
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.022 95% CI: [0.013 , 0.030] | OR_adj 1.022 [1.013 1.031] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.114
Diagnosis:9ccs257:Ot aftercare:-0.091
Maternal Lab History: AFP-otherPregnancy:0.081
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.073
Diagnosis:9ccs128:Asthma:-0.072
Diagnosis:9ccs166:Oth male gen:-0.069
Diagnosis:9ccs113:Late eff CVD:-0.068
Diagnosis:9ccs122:Pneumonia:-0.065
Diagnosis:9ccs7:Viral infect:-0.063
Maternal Lab History: GLOBULIN-postPregnancy:-0.056
* Vital: Ht-avg10to13 | coef 0.021 95% CI: [0.013 , 0.029] | OR_adj 1.021 [1.013 1.030] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: EOSINOPHIL-postPregnancy:0.093
Maternal Lab History: MCH-postPregnancy:-0.082
Diagnosis:9ccs134:Ot uppr resp:-0.060
Maternal Diagnosis:9ccs188:Pelvic obstr:0.058
Diagnosis:9ccs155:Other GI dx:-0.055
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.054
Maternal Lab History: ALT-otherPregnancy:0.054
Diagnosis:9ccs143:Abdom hernia:0.053
Diagnosis:9ccs128:Asthma:0.051
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.049
Vital: Temp-avg3to5 | coef 0.021 95% CI: [0.017 , 0.024] | OR_adj 1.021 [1.018 1.024] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.527
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.139
Maternal Diagnosis:9ccs183:HTN in preg:-0.080
Maternal Diagnosis:9ccs188:Pelvic obstr:0.068
Maternal Lab History: A/G-postPregnancy:-0.066
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.057
Diagnosis:9ccs250:Nausea/vomit:-0.057
Maternal Lab History: hCG MoM-otherPregnancy:-0.055
Maternal Lab History: GLOBULIN-postPregnancy:0.054
Diagnosis:9ccs165:Inf male gen:0.049
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.045
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.020 95% CI: [0.014 , 0.026] | OR_adj 1.020 [1.014 1.026] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccs159:UTI:0.068
Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.066
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.060
Diagnosis:9ccs7:Viral infect:0.056
Diagnosis:9ccs92:Otitis media:0.056
Maternal Lab History: AST-postPregnancy:0.053
Diagnosis:9ccs151:Oth liver dx:0.050
Maternal Diagnosis:9ccs168:PID:0.049
Maternal Diagnosis:9ccs186:DM in preg:0.048
Vital: Ht Percentile-gain16to24 | coef 0.020 95% CI: [0.013 , 0.026] | OR_adj 1.020 [1.013 1.027] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.126
Diagnosis:9ccs166:Oth male gen:-0.085
Diagnosis:9ccs257:Ot aftercare:-0.084
Maternal Lab History: GLOBULIN-postPregnancy:-0.082
Diagnosis:9ccs128:Asthma:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.080
Diagnosis:9ccs7:Viral infect:-0.073
Maternal Lab History: AFP-otherPregnancy:0.072
Maternal Lab History: A/G-postPregnancy:0.072
Diagnosis:9ccs122:Pneumonia:-0.066
Vital: HR-latest | coef 0.019 95% CI: [0.014 , 0.023] | OR_adj 1.019 [1.014 1.023] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.237
Diagnosis:9ccs10:Immuniz/scrn:0.219
Diagnosis:9ccs128:Asthma:0.149
Diagnosis:9ccs257:Ot aftercare:0.137
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs135:Intest infct:0.133
Diagnosis:9ccs122:Pneumonia:0.116
Diagnosis:9ccs90:Eye infectn:0.110
Diagnosis:9ccs58:Ot nutrit dx:0.093
Diagnosis:9ccs133:Oth low resp:0.088
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.018 95% CI: [0.013 , 0.023] | OR_adj 1.018 [1.013 1.023] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Diagnosis:9ccs239:Superfic inj:-0.092
Diagnosis:9ccs136:Teeth dx:-0.079
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.065
Diagnosis:9ccs143:Abdom hernia:0.059
Newborn Diagnosis:9ccs215:gu cong anom:0.059
Maternal Lab History: MCH-postPregnancy:-0.057
Maternal Diagnosis:9ccs186:DM in preg:-0.055
Maternal Diagnosis:9ccs188:Pelvic obstr:0.055
Diagnosis:9ccs128:Asthma:0.046
Vital: Ht Percentile-avg5to7 | coef 0.018 95% CI: [-0.006 , 0.041] | OR_adj 1.018 [0.994 1.042] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.080
Newborn Diagnosis:9ccs222:Perint jaund:-0.073
Maternal Lab History: MCH-postPregnancy:-0.072
Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.070
Diagnosis:9ccs159:UTI:0.062
Maternal Diagnosis:9ccs183:HTN in preg:-0.061
Diagnosis:9ccs155:Other GI dx:-0.053
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.051
Maternal Lab History: UREA NITROGEN-postPregnancy:0.050
Maternal Diagnosis:9ccs188:Pelvic obstr:0.049
Vital: HC-avg0to1 | coef 0.017 95% CI: [0.015 , 0.020] | OR_adj 1.018 [1.015 1.020] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.487
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Diagnosis:9ccs128:Asthma:0.091
Diagnosis:9ccs136:Teeth dx:-0.070
Diagnosis:9ccs59:Anemia:-0.057
MatDeliveryAge:-0.051
Maternal Diagnosis:9ccs186:DM in preg:-0.050
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.045
Maternal Lab History: MCH-postPregnancy:-0.045
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.045
Diagnosis:9ccs239:Superfic inj:-0.045
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.017 95% CI: [0.014 , 0.020] | OR_adj 1.017 [1.014 1.020] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.522
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.105
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Diagnosis:9ccs188:Pelvic obstr:0.068
Maternal Diagnosis:9ccs186:DM in preg:-0.067
Maternal Lab History: MCH-postPregnancy:-0.062
Maternal Lab History: WBC-otherPregnancy:0.062
Maternal Lab History: ABS LYMPH-postPregnancy:0.058
Diagnosis:9ccs200:Oth skin dx:0.057
Maternal Lab History: EOSINOPHIL-postPregnancy:0.057
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.017 95% CI: [0.014 , 0.020] | OR_adj 1.017 [1.014 1.020] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.543
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.070
Diagnosis:9ccs92:Otitis media:0.054
Maternal Procedure History:86580-otherPregnancy:0.051
Diagnosis:9ccs198:Ot infl skin:0.046
Diagnosis:9ccs94:Other ear dx:-0.046
Maternal Lab History: GLOBULIN-postPregnancy:0.045
Maternal Lab History: POTASSIUM-postPregnancy:0.041
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.040
Diagnosis:9ccs159:UTI:0.039
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.039
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.016 95% CI: [0.010 , 0.022] | OR_adj 1.016 [1.010 1.022] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccs128:Asthma:0.101
MatDeliveryAge:-0.077
Maternal Procedure History:86580-otherPregnancy:-0.075
Diagnosis:9ccs143:Abdom hernia:0.068
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.064
Maternal Lab History: MCH-postPregnancy:-0.062
Maternal Lab History: WBC-otherPregnancy:0.057
Maternal Lab History: EOSINOPHIL-postPregnancy:0.056
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.050
Diagnosis:9ccs134:Ot uppr resp:-0.047
Vital: Ht-avg7to10 | coef 0.016 95% CI: [0.012 , 0.020] | OR_adj 1.016 [1.012 1.020] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs7:Viral infect:0.104
Diagnosis:9ccs122:Pneumonia:0.065
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.065
Diagnosis:9ccs143:Abdom hernia:0.061
Maternal Diagnosis:9ccs181:Ot preg comp:0.060
Diagnosis:9ccs198:Ot infl skin:0.060
Maternal Lab History: AFP-otherPregnancy:-0.058
Diagnosis:9ccs239:Superfic inj:0.053
Maternal Diagnosis:9ccs159:UTI-postPregnancy:-0.047
Diagnosis:9ccs250:Nausea/vomit:0.045
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.016 95% CI: [0.011 , 0.020] | OR_adj 1.016 [1.011 1.020] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.486
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Maternal Diagnosis:9ccs181:Ot preg comp:0.071
Maternal Procedure History:86580-otherPregnancy:0.070
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.064
Diagnosis:9ccs200:Oth skin dx:0.063
Maternal Lab History: RBC-otherPregnancy:0.060
Maternal Diagnosis:9ccs186:DM in preg:-0.059
Diagnosis:9ccs166:Oth male gen:-0.056
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.049
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.049
* Vital: HC-avg1to3 | coef 0.015 95% CI: [0.011 , 0.019] | OR_adj 1.015 [1.011 1.019] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.602
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Lab History: MCH-postPregnancy:-0.071
Maternal Lab History: WBC-otherPregnancy:0.068
MatDeliveryAge:-0.064
Diagnosis:9ccs133:Oth low resp:0.061
Diagnosis:9ccs122:Pneumonia:0.060
Maternal Procedure History:86580-otherPregnancy:-0.057
Diagnosis:9ccs92:Otitis media:0.057
Maternal Procedure History:86580-postPregnancy:-0.052
Vital: HC-avg3to5 | coef 0.014 95% CI: [0.009 , 0.020] | OR_adj 1.014 [1.009 1.020] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.555
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.213
Maternal Diagnosis:9ccs183:HTN in preg:-0.149
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs191:Amnios dx:-0.080
Maternal Diagnosis:9ccs187:Malposition:-0.077
Maternal Diagnosis:9ccs188:Pelvic obstr:0.074
Maternal Lab History: A/G-postPregnancy:-0.072
Maternal Lab History: GLOBULIN-postPregnancy:0.057
Diagnosis:9ccs166:Oth male gen:-0.055
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.055
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.013 95% CI: [0.010 , 0.016] | OR_adj 1.014 [1.011 1.017] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.139
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.063
Diagnosis:9ccs4:Mycoses:0.062
Diagnosis:9ccs59:Anemia:-0.060
Diagnosis:9ccs134:Ot uppr resp:0.059
Diagnosis:9ccs122:Pneumonia:0.056
Maternal Diagnosis:9ccs191:Amnios dx:-0.051
Maternal Lab History: LDL-postPregnancy:-0.050
Diagnosis:9ccs143:Abdom hernia:0.050
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.048
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.011 95% CI: [0.006 , 0.017] | OR_adj 1.011 [1.006 1.017] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.479
Correlated most with:
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.082
Maternal Diagnosis:9ccs185:Long pregncy:0.075
Diagnosis:9ccs58:Ot nutrit dx:0.059
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.056
Newborn Diagnosis:9ccs215:gu cong anom:0.054
Maternal Lab History: RBC-otherPregnancy:0.053
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.052
Maternal Lab History: A/G-postPregnancy:-0.049
Maternal Lab History: GLOBULIN-postPregnancy:0.048
Diagnosis:9ccs90:Eye infectn:0.045
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.011 95% CI: [0.006 , 0.016] | OR_adj 1.011 [1.006 1.017] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:0.073
Diagnosis:9ccs137:Mouth dx:-0.048
Maternal Diagnosis:9ccs186:DM in preg:-0.045
Diagnosis:9ccs90:Eye infectn:0.042
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.042
MatDeliveryAge:0.041
Maternal Diagnosis:9ccs185:Long pregncy:0.038
Diagnosis:9ccs96:Hrt valve dx:0.034
Maternal Procedure History:86580-postPregnancy:-0.034
Maternal Lab History: POTASSIUM-otherPregnancy:-0.032
Vital: Ht Percentile-gain10to16 | coef 0.011 95% CI: [0.008 , 0.014] | OR_adj 1.011 [1.008 1.014] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.081
Maternal Lab History: A/G-postPregnancy:-0.058
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.057
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.057
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.046
Maternal Lab History: GLOBULIN-postPregnancy:0.043
Maternal Lab History: CHLORIDE-otherPregnancy:-0.041
Maternal Diagnosis:9ccs188:Pelvic obstr:0.040
Diagnosis:9ccs239:Superfic inj:0.038
Maternal Lab History: URINE PH-otherPregnancy:-0.038
Vital: Ht Percentile-gain13to19 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.013] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.069
Maternal Lab History: SODIUM-postPregnancy:-0.063
Diagnosis:9ccs200:Oth skin dx:0.058
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.048
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.047
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.047
Maternal Lab History: hCG MoM-otherPregnancy:-0.046
Maternal Diagnosis:9ccs191:Amnios dx:-0.043
Vital: HR-avg13to16 | coef 0.009 95% CI: [0.004 , 0.014] | OR_adj 1.009 [1.004 1.014] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.450
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Maternal Diagnosis:9ccs188:Pelvic obstr:0.065
Maternal Diagnosis:9ccs183:HTN in preg:-0.060
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.057
Maternal Lab History: URINE PH-otherPregnancy:-0.056
Diagnosis:9ccs159:UTI:0.056
Maternal Lab History: BASOPHIL-postPregnancy:0.053
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.046
Maternal Diagnosis:9ccs186:DM in preg:-0.045
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.040
Vital: Ht Percentile-gain5to10 | coef 0.008 95% CI: [0.004 , 0.012] | OR_adj 1.008 [1.004 1.012] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.457
Correlated most with:
Diagnosis:9ccs128:Asthma:0.070
Diagnosis:9ccs59:Anemia:0.062
Diagnosis:9ccs224:Ot perint dx:-0.061
Diagnosis:9ccs92:Otitis media:0.058
Maternal Lab History: EOSINOPHIL-postPregnancy:0.057
Maternal Diagnosis:9ccs186:DM in preg:-0.050
Maternal Lab History: MCH-postPregnancy:-0.050
Diagnosis:9ccs165:Inf male gen:0.048
Maternal Procedure History:86580-postPregnancy:-0.048
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.047
* Vital: HR-avg5to7 | coef 0.008 95% CI: [0.001 , 0.015] | OR_adj 1.008 [1.001 1.015] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.549
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Diagnosis:9ccs133:Oth low resp:0.064
Diagnosis:9ccs257:Ot aftercare:0.058
Maternal Lab History: A/G-postPregnancy:-0.057
Maternal Procedure History:86580-postPregnancy:-0.055
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.054
Maternal Lab History: GLOBULIN-postPregnancy:0.052
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.052
Newborn Diagnosis:9ccs222:Perint jaund:-0.051
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.007 95% CI: [-0.000 , 0.015] | OR_adj 1.007 [1.000 1.015] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: WBC-otherPregnancy:0.076
Diagnosis:9ccs143:Abdom hernia:0.062
Maternal Diagnosis:9ccs185:Long pregncy:0.061
MatDeliveryAge:-0.057
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.054
Maternal Lab History: ALT-otherPregnancy:0.054
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.053
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.053
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.052
Maternal Lab History: AST-otherPregnancy:0.050
Diagnosis:9ccs94:Other ear dx | coef 0.007 95% CI: [0.000 , 0.014] | OR_adj 1.007 [1.000 1.014] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Diagnosis:9ccs113:Late eff CVD:0.198
Diagnosis:9ccs92:Otitis media:0.119
Diagnosis:9ccs7:Viral infect:0.080
Diagnosis:9ccs257:Ot aftercare:0.078
Diagnosis:9ccs134:Ot uppr resp:0.074
Diagnosis:9ccs133:Oth low resp:0.072
Diagnosis:9ccs128:Asthma:0.072
Diagnosis:9ccs10:Immuniz/scrn:0.068
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.068
Vital: HR-avg10to13 | coef 0.007 95% CI: [0.002 , 0.013] | OR_adj 1.007 [1.002 1.013] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.078
Diagnosis:9ccs7:Viral infect:-0.078
Diagnosis:9ccs155:Other GI dx:0.068
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.059
Maternal Lab History: RBC-otherPregnancy:-0.054
Maternal Lab History: LDL-postPregnancy:-0.048
Diagnosis:9ccs198:Ot infl skin:-0.048
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.044
Diagnosis:9ccs133:Oth low resp:0.043
Diagnosis:9ccs151:Oth liver dx:-0.043
Diagnosis:9ccs92:Otitis media | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs257:Ot aftercare:0.273
Diagnosis:9ccs128:Asthma:0.232
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs90:Eye infectn:0.204
Diagnosis:9ccs10:Immuniz/scrn:0.200
Diagnosis:9ccs122:Pneumonia:0.169
Diagnosis:9ccs135:Intest infct:0.154
Diagnosis:9ccs4:Mycoses:0.150
Diagnosis:9ccs165:Inf male gen | coef 0.006 95% CI: [-0.005 , 0.017] | OR_adj 1.006 [0.995 1.017] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs165:Inf male gen:1.000
Diagnosis:9ccs166:Oth male gen:0.102
Diagnosis:9ccs135:Intest infct:0.096
Diagnosis:9ccs159:UTI:0.094
Diagnosis:9ccs250:Nausea/vomit:0.089
Maternal Diagnosis:9ccs188:Pelvic obstr:0.086
Diagnosis:9ccs200:Oth skin dx:0.086
Diagnosis:9ccs92:Otitis media:0.081
Diagnosis:9ccs155:Other GI dx:0.081
Diagnosis:9ccs90:Eye infectn:0.079
Vital: Ht Percentile-gain3to7 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.536
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.079
Maternal Lab History: URINE PH-otherPregnancy:0.072
Maternal Lab History: WBC-otherPregnancy:-0.063
Diagnosis:9ccs59:Anemia:0.062
Maternal Procedure History:86580-otherPregnancy:0.062
Maternal Lab History: ALBUMIN-otherPregnancy:-0.061
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.057
Maternal Lab History: MCH-postPregnancy:0.056
Maternal Lab History: EOSINOPHIL-postPregnancy:0.056
Diagnosis:9ccs96:Hrt valve dx:-0.055
Diagnosis:9ccs257:Ot aftercare | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Diagnosis:9ccs92:Otitis media:0.273
Diagnosis:9ccs7:Viral infect:0.225
Diagnosis:9ccs10:Immuniz/scrn:0.212
Diagnosis:9ccs255:Social admin:0.197
Diagnosis:9ccs128:Asthma:0.189
Diagnosis:9ccs122:Pneumonia:0.182
Diagnosis:9ccs135:Intest infct:0.171
Diagnosis:9ccs155:Other GI dx:0.152
Diagnosis:9ccs90:Eye infectn:0.148
Vital: HR-avg1to3 | coef 0.005 95% CI: [0.000 , 0.011] | OR_adj 1.005 [1.000 1.011] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.515
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.192
Newborn Diagnosis:9ccs222:Perint jaund:-0.113
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Maternal Lab History: EOSINOPHIL-postPregnancy:0.078
Maternal Lab History: A/G-postPregnancy:-0.067
Diagnosis:9ccs92:Otitis media:0.061
Diagnosis:9ccs90:Eye infectn:0.058
Maternal Diagnosis:9ccs191:Amnios dx:-0.056
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.051
Maternal Lab History: GLOBULIN-postPregnancy:0.051
Diagnosis:9ccs7:Viral infect | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.469
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.243
Diagnosis:9ccs257:Ot aftercare:0.225
Diagnosis:9ccs92:Otitis media:0.216
Diagnosis:9ccs200:Oth skin dx:0.216
Diagnosis:9ccs155:Other GI dx:0.202
Diagnosis:9ccs255:Social admin:0.189
Diagnosis:9ccs90:Eye infectn:0.180
Diagnosis:9ccs135:Intest infct:0.168
Diagnosis:9ccs133:Oth low resp:0.149
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs155:Other GI dx:0.133
Diagnosis:9ccs239:Superfic inj:0.093
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs200:Oth skin dx:0.087
Diagnosis:9ccs257:Ot aftercare:0.081
Diagnosis:9ccs255:Social admin:0.072
Diagnosis:9ccs134:Ot uppr resp:0.071
Diagnosis:9ccs10:Immuniz/scrn:0.071
Vital: HR-avg3to5 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:-0.081
Diagnosis:9ccs224:Ot perint dx:-0.078
Diagnosis:9ccs128:Asthma:0.058
Diagnosis:9ccs92:Otitis media:0.056
Maternal Diagnosis:9ccs189:Prev c-sectn:0.055
Maternal Procedure History:86580-otherPregnancy:-0.050
Diagnosis:9ccs250:Nausea/vomit:-0.049
Maternal Diagnosis:9ccs192:Umbil cord:-0.042
Diagnosis:9ccs159:UTI:0.042
Maternal Diagnosis:9ccs183:HTN in preg:-0.041
Diagnosis:9ccs10:Immuniz/scrn | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.472
Diagnosis:9ccs7:Viral infect:0.243
Diagnosis:9ccs257:Ot aftercare:0.212
Diagnosis:9ccs92:Otitis media:0.200
Diagnosis:9ccs90:Eye infectn:0.151
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.149
Diagnosis:9ccs200:Oth skin dx:0.148
Diagnosis:9ccs155:Other GI dx:0.146
Diagnosis:9ccs135:Intest infct:0.145
Diagnosis:9ccs155:Other GI dx | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Diagnosis:9ccs7:Viral infect:0.202
Diagnosis:9ccs133:Oth low resp:0.172
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs10:Immuniz/scrn:0.146
Diagnosis:9ccs58:Ot nutrit dx:0.133
Diagnosis:9ccs90:Eye infectn:0.131
Diagnosis:9ccs92:Otitis media:0.131
Diagnosis:9ccs135:Intest infct:0.131
Diagnosis:9ccs255:Social admin | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.472
Diagnosis:9ccs92:Otitis media:0.205
Diagnosis:9ccs257:Ot aftercare:0.197
Diagnosis:9ccs7:Viral infect:0.189
Diagnosis:9ccs135:Intest infct:0.136
Diagnosis:9ccs200:Oth skin dx:0.132
Diagnosis:9ccs90:Eye infectn:0.131
Diagnosis:9ccs155:Other GI dx:0.117
Diagnosis:9ccs198:Ot infl skin:0.089
Diagnosis:9ccs90:Eye infectn | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs92:Otitis media:0.204
Diagnosis:9ccs7:Viral infect:0.180
Diagnosis:9ccs10:Immuniz/scrn:0.151
Diagnosis:9ccs257:Ot aftercare:0.148
Diagnosis:9ccs155:Other GI dx:0.131
Diagnosis:9ccs135:Intest infct:0.131
Diagnosis:9ccs255:Social admin:0.131
Diagnosis:9ccs122:Pneumonia:0.129
Diagnosis:9ccs133:Oth low resp:0.122
Diagnosis:9ccs200:Oth skin dx | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs239:Superfic inj:0.169
Diagnosis:9ccs155:Other GI dx:0.168
Diagnosis:9ccs198:Ot infl skin:0.160
Diagnosis:9ccs10:Immuniz/scrn:0.148
Diagnosis:9ccs133:Oth low resp:0.147
Diagnosis:9ccs4:Mycoses:0.133
Diagnosis:9ccs255:Social admin:0.132
Diagnosis:9ccs257:Ot aftercare:0.122
Diagnosis:9ccs133:Oth low resp | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Diagnosis:9ccs155:Other GI dx:0.172
Diagnosis:9ccs128:Asthma:0.170
Diagnosis:9ccs7:Viral infect:0.149
Diagnosis:9ccs200:Oth skin dx:0.147
Diagnosis:9ccs257:Ot aftercare:0.142
Diagnosis:9ccs250:Nausea/vomit:0.140
Diagnosis:9ccs239:Superfic inj:0.124
Diagnosis:9ccs90:Eye infectn:0.122
Diagnosis:9ccs92:Otitis media:0.103
Vital: Ht Percentile-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.190
Maternal Diagnosis:9ccs183:HTN in preg:-0.120
Newborn Diagnosis:9ccs222:Perint jaund:-0.092
Maternal Diagnosis:9ccs188:Pelvic obstr:0.085
Maternal Lab History: UREA NITROGEN-postPregnancy:0.076
Diagnosis:9ccs198:Ot infl skin:0.069
Maternal Lab History: EOSINOPHIL-postPregnancy:0.062
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.061
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.055
Maternal Lab History: ABS LYMPH-postPregnancy:0.054
Diagnosis:9ccs135:Intest infct | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Diagnosis:9ccs257:Ot aftercare:0.171
Diagnosis:9ccs7:Viral infect:0.168
Diagnosis:9ccs92:Otitis media:0.154
Diagnosis:9ccs10:Immuniz/scrn:0.145
Diagnosis:9ccs255:Social admin:0.136
Diagnosis:9ccs155:Other GI dx:0.131
Diagnosis:9ccs90:Eye infectn:0.131
Diagnosis:9ccs122:Pneumonia:0.128
Diagnosis:9ccs128:Asthma:0.100
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.505
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Maternal Lab History: GLOBULIN-postPregnancy:0.067
Maternal Procedure History:86580-otherPregnancy:0.050
Diagnosis:9ccs224:Ot perint dx:0.041
Maternal Diagnosis:9ccs195:Ot compl bir:-0.041
Maternal Lab History: UREA NITROGEN-postPregnancy:0.036
Diagnosis:9ccs134:Ot uppr resp:-0.035
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.035
Diagnosis:9ccs250:Nausea/vomit:-0.035
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.034
Vital: Ht Percentile-avg0to1 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:-0.062
Diagnosis:9ccs128:Asthma:-0.058
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.055
Diagnosis:9ccs10:Immuniz/scrn:0.048
Diagnosis:9ccs94:Other ear dx:-0.047
Diagnosis:9ccs151:Oth liver dx:0.044
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.044
Maternal Lab History: POTASSIUM-postPregnancy:0.042
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.041
Diagnosis:9ccs137:Mouth dx:0.041
Diagnosis:9ccs224:Ot perint dx | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Newborn Diagnosis:9ccs222:Perint jaund:0.087
Diagnosis:9ccs155:Other GI dx:0.081
Diagnosis:9ccs200:Oth skin dx:0.074
Diagnosis:9ccs239:Superfic inj:0.071
Diagnosis:9ccs4:Mycoses:0.070
Diagnosis:9ccs10:Immuniz/scrn:0.068
Diagnosis:9ccs165:Inf male gen:0.065
Diagnosis:9ccs135:Intest infct:0.061
Diagnosis:9ccs134:Ot uppr resp:0.061
* Diagnosis:9ccs128:Asthma | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.542
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs122:Pneumonia:0.304
Diagnosis:9ccs92:Otitis media:0.232
Diagnosis:9ccs257:Ot aftercare:0.189
Diagnosis:9ccs133:Oth low resp:0.170
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs143:Abdom hernia:0.103
Diagnosis:9ccs200:Oth skin dx:0.101
Diagnosis:9ccs135:Intest infct:0.100
Diagnosis:9ccs155:Other GI dx:0.094
Vital: HR-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 244 | OR_unadj: 0.917 [0.577 1.459] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:0.094
Diagnosis:9ccs128:Asthma:0.084
Maternal Diagnosis:9ccs185:Long pregncy:0.073
Maternal Lab History: WBC-otherPregnancy:0.072
Maternal Diagnosis:9ccs188:Pelvic obstr:0.070
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.054
Maternal Procedure History:86580-postPregnancy:-0.051
Maternal Lab History: EOSINOPHIL-postPregnancy:0.047
Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.047
Diagnosis:9ccs122:Pneumonia:0.046
Diagnosis:9ccs59:Anemia | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.085
Diagnosis:9ccs255:Social admin:0.076
Diagnosis:9ccs137:Mouth dx:0.075
Diagnosis:9ccs4:Mycoses:0.074
Maternal Diagnosis:9ccs187:Malposition:-0.069
Diagnosis:9ccs257:Ot aftercare:0.066
Diagnosis:9ccs90:Eye infectn:0.064
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.062
Diagnosis:9ccs7:Viral infect:0.061
Diagnosis:9ccs96:Hrt valve dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.079
Maternal Diagnosis:9ccs183:HTN in preg:0.073
Diagnosis:9ccs257:Ot aftercare:0.072
Maternal Diagnosis:9ccs181:Ot preg comp:0.070
Maternal Diagnosis:9ccs168:PID:0.063
Maternal Lab History: AST-otherPregnancy:0.061
Diagnosis:9ccs255:Social admin:0.052
Maternal Lab History: GLOBULIN-postPregnancy:0.050
Maternal Lab History: A/G-postPregnancy:-0.049
* Diagnosis:9ccs122:Pneumonia | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.304
Diagnosis:9ccs257:Ot aftercare:0.182
Diagnosis:9ccs92:Otitis media:0.169
Diagnosis:9ccs90:Eye infectn:0.129
Diagnosis:9ccs135:Intest infct:0.128
Diagnosis:9ccs7:Viral infect:0.122
Diagnosis:9ccs133:Oth low resp:0.096
Diagnosis:9ccs159:UTI:0.095
Diagnosis:9ccs255:Social admin:0.074
Diagnosis:9ccs4:Mycoses | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs200:Oth skin dx:0.133
Diagnosis:9ccs7:Viral infect:0.095
Diagnosis:9ccs155:Other GI dx:0.087
Diagnosis:9ccs257:Ot aftercare:0.081
Diagnosis:9ccs10:Immuniz/scrn:0.080
Diagnosis:9ccs90:Eye infectn:0.077
Diagnosis:9ccs255:Social admin:0.076
Diagnosis:9ccs59:Anemia:0.074
Diagnosis:9ccs143:Abdom hernia | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Diagnosis:9ccs128:Asthma:0.103
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs133:Oth low resp:0.073
Newborn Diagnosis:9ccs215:gu cong anom:0.072
Diagnosis:9ccs166:Oth male gen:0.072
Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.068
Diagnosis:9ccs239:Superfic inj:0.067
Diagnosis:9ccs151:Oth liver dx:0.064
Diagnosis:9ccs155:Other GI dx:0.060
Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs200:Oth skin dx:0.160
Diagnosis:9ccs10:Immuniz/scrn:0.106
Diagnosis:9ccs7:Viral infect:0.101
Diagnosis:9ccs255:Social admin:0.089
Diagnosis:9ccs92:Otitis media:0.082
Diagnosis:9ccs257:Ot aftercare:0.081
Maternal Diagnosis:9ccs189:Prev c-sectn:0.070
Diagnosis:9ccs166:Oth male gen:0.064
Diagnosis:9ccs90:Eye infectn:0.062
Diagnosis:9ccs151:Oth liver dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.101
Diagnosis:9ccs155:Other GI dx:0.083
Diagnosis:9ccs239:Superfic inj:0.080
Newborn Diagnosis:9ccs222:Perint jaund:0.077
Diagnosis:9ccs250:Nausea/vomit:0.065
Diagnosis:9ccs143:Abdom hernia:0.064
Diagnosis:9ccs255:Social admin:0.064
Maternal Lab History: ABS LYMPH-postPregnancy:-0.063
Maternal Lab History: ALBUMIN-otherPregnancy:0.063
Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Diagnosis:9ccs90:Eye infectn:0.115
Diagnosis:9ccs133:Oth low resp:0.100
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs155:Other GI dx:0.082
Diagnosis:9ccs94:Other ear dx:0.074
Diagnosis:9ccs255:Social admin:0.073
Diagnosis:9ccs58:Ot nutrit dx:0.071
Diagnosis:9ccs10:Immuniz/scrn:0.069
Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs94:Other ear dx:0.198
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs92:Otitis media:0.074
Diagnosis:9ccs255:Social admin:0.073
Diagnosis:9ccs133:Oth low resp:0.058
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.052
Maternal Lab History: POTASSIUM-otherPregnancy:0.045
Diagnosis:9ccs122:Pneumonia:0.043
Diagnosis:9ccs165:Inf male gen:-0.043
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs257:Ot aftercare:0.120
Diagnosis:9ccs122:Pneumonia:0.095
Diagnosis:9ccs165:Inf male gen:0.094
Diagnosis:9ccs92:Otitis media:0.088
Diagnosis:9ccs166:Oth male gen:0.086
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.073
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.072
Diagnosis:9ccs135:Intest infct:0.067
Diagnosis:9ccs7:Viral infect:0.063
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.537
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs7:Viral infect:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.105
Diagnosis:9ccs155:Other GI dx:0.094
Diagnosis:9ccs137:Mouth dx:0.085
Diagnosis:9ccs200:Oth skin dx:0.082
Diagnosis:9ccs239:Superfic inj:0.075
Diagnosis:9ccs92:Otitis media:0.067
Diagnosis:9ccs134:Ot uppr resp:0.066
Diagnosis:9ccs250:Nausea/vomit:0.065
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Diagnosis:9ccs200:Oth skin dx:0.169
Diagnosis:9ccs7:Viral infect:0.129
Diagnosis:9ccs155:Other GI dx:0.129
Diagnosis:9ccs133:Oth low resp:0.124
Diagnosis:9ccs10:Immuniz/scrn:0.103
Diagnosis:9ccs257:Ot aftercare:0.095
Diagnosis:9ccs137:Mouth dx:0.094
Diagnosis:9ccs58:Ot nutrit dx:0.093
Diagnosis:9ccs151:Oth liver dx:0.080
Diagnosis:9ccs166:Oth male gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs166:Oth male gen:1.000
Diagnosis:9ccs165:Inf male gen:0.102
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs159:UTI:0.086
Diagnosis:9ccs133:Oth low resp:0.083
Diagnosis:9ccs200:Oth skin dx:0.075
Diagnosis:9ccs143:Abdom hernia:0.072
Diagnosis:9ccs198:Ot infl skin:0.064
Diagnosis:9ccs10:Immuniz/scrn:0.059
Diagnosis:9ccs255:Social admin:0.053
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs200:Oth skin dx:0.105
Diagnosis:9ccs239:Superfic inj:0.094
Diagnosis:9ccs7:Viral infect:0.091
Diagnosis:9ccs136:Teeth dx:0.085
Diagnosis:9ccs257:Ot aftercare:0.085
Diagnosis:9ccs10:Immuniz/scrn:0.077
Diagnosis:9ccs59:Anemia:0.075
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.072
Diagnosis:9ccs135:Intest infct:0.071
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs133:Oth low resp:0.140
Diagnosis:9ccs155:Other GI dx:0.125
Diagnosis:9ccs257:Ot aftercare:0.111
Diagnosis:9ccs165:Inf male gen:0.089
Diagnosis:9ccs200:Oth skin dx:0.082
Maternal Lab History: MONOS-postPregnancy:-0.073
Diagnosis:9ccs92:Otitis media:0.070
Diagnosis:9ccs151:Oth liver dx:0.065
Diagnosis:9ccs136:Teeth dx:0.065
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.078
MatDeliveryAge:-0.076
Maternal Diagnosis:9ccs188:Pelvic obstr:0.071
Maternal Diagnosis:9ccs186:DM in preg:-0.069
Maternal Lab History: MCH-postPregnancy:-0.064
Diagnosis:9ccs128:Asthma:0.064
Diagnosis:9ccs136:Teeth dx:-0.064
Diagnosis:9ccs143:Abdom hernia:0.061
Diagnosis:9ccs151:Oth liver dx:-0.055
Vital: HC Percentile-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:0.193
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs10:Immuniz/scrn:0.188
Diagnosis:9ccs7:Viral infect:0.160
Diagnosis:9ccs128:Asthma:0.128
Diagnosis:9ccs135:Intest infct:0.113
Diagnosis:9ccs90:Eye infectn:0.110
Diagnosis:9ccs113:Late eff CVD:0.095
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.092
Maternal Lab History: GLOBULIN-postPregnancy:0.088
MatDeliveryAge : 0.0507922478832
Vital : 0.683643729544
Census : 0.190153938771
Newborn Diagnosis : 0.00750315182601
Diagnosis : 0.0658413494917
Lab : 0.00206558248424
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_index_lasso_fts_no_wt_bmi
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_results_lasso_fts_no_wt_bmi
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_randomforest_models_lasso_fts_no_wt_bmi.pkl
-----------------------------------------------------
boys lasso_fts no_wt_bmi gradientboost
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.693, R^2 test: -0.015
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.772, R^2 test: -0.031
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: -0.025
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.964, Explained Variance Score Train: 0.688
AUC Validation: 0.593, Explained Variance Score Validation: -0.021
AUC Test: 0.607, Explained Variance Score Test: 0.003
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.658, R^2 test: -0.096
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: -0.117
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: -0.098
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.939, Explained Variance Score Train: 0.641
AUC Validation: 0.551, Explained Variance Score Validation: 0.053
AUC Test: 0.574, Explained Variance Score Test: -0.066
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.708, R^2 test: -0.029
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.771, R^2 test: -0.038
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: -0.035
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.957, Explained Variance Score Train: 0.661
AUC Validation: 0.416, Explained Variance Score Validation: -0.125
AUC Test: 0.610, Explained Variance Score Test: 0.003
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.528, R^2 test: -0.070
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.645, R^2 test: -0.089
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.657, R^2 test: -0.084
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.962, Explained Variance Score Train: 0.609
AUC Validation: 0.539, Explained Variance Score Validation: -0.145
AUC Test: 0.564, Explained Variance Score Test: -0.062
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.632, R^2 test: -0.017
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.679, R^2 test: -0.030
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: -0.068
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.964, Explained Variance Score Train: 0.636
AUC Validation: 0.572, Explained Variance Score Validation: 0.001
AUC Test: 0.588, Explained Variance Score Test: 0.005
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.665, R^2 test: -0.103
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.729, R^2 test: -0.086
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.751, R^2 test: -0.089
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.987, Explained Variance Score Train: 0.750
AUC Validation: 0.506, Explained Variance Score Validation: -0.061
AUC Test: 0.585, Explained Variance Score Test: -0.071
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.602, R^2 test: -0.086
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.715, R^2 test: -0.048
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: -0.053
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.968, Explained Variance Score Train: 0.674
AUC Validation: 0.543, Explained Variance Score Validation: 0.024
AUC Test: 0.575, Explained Variance Score Test: -0.002
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.527, R^2 test: -0.079
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.602, R^2 test: -0.068
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.736, R^2 test: -0.052
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.946, Explained Variance Score Train: 0.594
AUC Validation: 0.584, Explained Variance Score Validation: -0.022
AUC Test: 0.583, Explained Variance Score Test: -0.015
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.629, R^2 test: -0.099
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.668, R^2 test: -0.077
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: -0.088
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.969, Explained Variance Score Train: 0.735
AUC Validation: 0.551, Explained Variance Score Validation: -0.044
AUC Test: 0.598, Explained Variance Score Test: -0.031
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.517, R^2 test: -0.070
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.716, R^2 test: -0.048
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.661, R^2 test: -0.050
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.959, Explained Variance Score Train: 0.757
AUC Validation: 0.454, Explained Variance Score Validation: -0.131
AUC Test: 0.585, Explained Variance Score Test: -0.028
total variables 81 and total subjects: 1751
->AUC validation: 0.531 95% CI: [0.497 , 0.564]
->AUC test: 0.587 95% CI: [0.578 , 0.595]
->Explained Variance (R2) validation: -0.047 95% CI: [-0.087 , -0.007]
->Explained Variance (R2) test: -0.027 95% CI: [-0.044 , -0.009]
Test set metrics:
@threshold:0.871, sens:0.000, spec:1.000, ppv:0.000, acc:0.751, f1:0.000, total+:0, total-:350
@threshold:0.842, sens:0.011, spec:0.992, ppv:0.333, acc:0.749, f1:0.022, total+:3, total-:347
@threshold:0.732, sens:0.011, spec:0.989, ppv:0.250, acc:0.746, f1:0.022, total+:4, total-:346
@threshold:0.663, sens:0.023, spec:0.981, ppv:0.286, acc:0.743, f1:0.043, total+:7, total-:343
@threshold:0.625, sens:0.034, spec:0.977, ppv:0.333, acc:0.743, f1:0.062, total+:9, total-:341
@threshold:0.586, sens:0.046, spec:0.973, ppv:0.364, acc:0.743, f1:0.082, total+:11, total-:339
@threshold:0.562, sens:0.046, spec:0.970, ppv:0.333, acc:0.740, f1:0.081, total+:12, total-:338
@threshold:0.515, sens:0.057, spec:0.970, ppv:0.385, acc:0.743, f1:0.100, total+:13, total-:337
@threshold:0.513, sens:0.057, spec:0.966, ppv:0.357, acc:0.740, f1:0.099, total+:14, total-:336
@threshold:0.512, sens:0.069, spec:0.966, ppv:0.400, acc:0.743, f1:0.118, total+:15, total-:335
@threshold:0.509, sens:0.069, spec:0.962, ppv:0.375, acc:0.740, f1:0.117, total+:16, total-:334
@threshold:0.478, sens:0.080, spec:0.954, ppv:0.368, acc:0.737, f1:0.132, total+:19, total-:331
@threshold:0.475, sens:0.080, spec:0.951, ppv:0.350, acc:0.734, f1:0.131, total+:20, total-:330
@threshold:0.473, sens:0.092, spec:0.951, ppv:0.381, acc:0.737, f1:0.148, total+:21, total-:329
@threshold:0.451, sens:0.092, spec:0.947, ppv:0.364, acc:0.734, f1:0.147, total+:22, total-:328
@threshold:0.436, sens:0.103, spec:0.947, ppv:0.391, acc:0.737, f1:0.164, total+:23, total-:327
@threshold:0.405, sens:0.126, spec:0.943, ppv:0.423, acc:0.740, f1:0.195, total+:26, total-:324
@threshold:0.379, sens:0.138, spec:0.939, ppv:0.429, acc:0.740, f1:0.209, total+:28, total-:322
@threshold:0.363, sens:0.138, spec:0.935, ppv:0.414, acc:0.737, f1:0.207, total+:29, total-:321
@threshold:0.356, sens:0.149, spec:0.935, ppv:0.433, acc:0.740, f1:0.222, total+:30, total-:320
@threshold:0.282, sens:0.184, spec:0.932, ppv:0.471, acc:0.746, f1:0.264, total+:34, total-:316
@threshold:0.263, sens:0.195, spec:0.932, ppv:0.486, acc:0.749, f1:0.279, total+:35, total-:315
@threshold:0.262, sens:0.195, spec:0.928, ppv:0.472, acc:0.746, f1:0.276, total+:36, total-:314
@threshold:0.252, sens:0.207, spec:0.924, ppv:0.474, acc:0.746, f1:0.288, total+:38, total-:312
@threshold:0.240, sens:0.207, spec:0.920, ppv:0.462, acc:0.743, f1:0.286, total+:39, total-:311
@threshold:0.236, sens:0.218, spec:0.916, ppv:0.463, acc:0.743, f1:0.297, total+:41, total-:309
@threshold:0.226, sens:0.230, spec:0.913, ppv:0.465, acc:0.743, f1:0.308, total+:43, total-:307
@threshold:0.225, sens:0.241, spec:0.909, ppv:0.467, acc:0.743, f1:0.318, total+:45, total-:305
@threshold:0.202, sens:0.253, spec:0.905, ppv:0.468, acc:0.743, f1:0.328, total+:47, total-:303
@threshold:0.164, sens:0.264, spec:0.878, ppv:0.418, acc:0.726, f1:0.324, total+:55, total-:295
@threshold:0.161, sens:0.264, spec:0.875, ppv:0.411, acc:0.723, f1:0.322, total+:56, total-:294
@threshold:0.118, sens:0.276, spec:0.844, ppv:0.369, acc:0.703, f1:0.316, total+:65, total-:285
@threshold:0.112, sens:0.276, spec:0.840, ppv:0.364, acc:0.700, f1:0.314, total+:66, total-:284
@threshold:0.091, sens:0.287, spec:0.814, ppv:0.338, acc:0.683, f1:0.311, total+:74, total-:276
@threshold:0.081, sens:0.299, spec:0.810, ppv:0.342, acc:0.683, f1:0.319, total+:76, total-:274
@threshold:0.063, sens:0.310, spec:0.795, ppv:0.333, acc:0.674, f1:0.321, total+:81, total-:269
@threshold:0.054, sens:0.322, spec:0.791, ppv:0.337, acc:0.674, f1:0.329, total+:83, total-:267
@threshold:0.048, sens:0.333, spec:0.787, ppv:0.341, acc:0.674, f1:0.337, total+:85, total-:265
@threshold:0.043, sens:0.345, spec:0.783, ppv:0.345, acc:0.674, f1:0.345, total+:87, total-:263
@threshold:0.027, sens:0.356, spec:0.772, ppv:0.341, acc:0.669, f1:0.348, total+:91, total-:259
@threshold:0.025, sens:0.356, spec:0.768, ppv:0.337, acc:0.666, f1:0.346, total+:92, total-:258
@threshold:0.023, sens:0.368, spec:0.768, ppv:0.344, acc:0.669, f1:0.356, total+:93, total-:257
@threshold:0.020, sens:0.368, spec:0.764, ppv:0.340, acc:0.666, f1:0.354, total+:94, total-:256
@threshold:0.012, sens:0.379, spec:0.749, ppv:0.333, acc:0.657, f1:0.355, total+:99, total-:251
@threshold:0.010, sens:0.379, spec:0.745, ppv:0.330, acc:0.654, f1:0.353, total+:100, total-:250
@threshold:-0.021, sens:0.391, spec:0.726, ppv:0.321, acc:0.643, f1:0.352, total+:106, total-:244
@threshold:-0.022, sens:0.391, spec:0.722, ppv:0.318, acc:0.640, f1:0.351, total+:107, total-:243
@threshold:-0.023, sens:0.402, spec:0.722, ppv:0.324, acc:0.643, f1:0.359, total+:108, total-:242
@threshold:-0.030, sens:0.425, spec:0.719, ppv:0.333, acc:0.646, f1:0.374, total+:111, total-:239
@threshold:-0.034, sens:0.437, spec:0.719, ppv:0.339, acc:0.649, f1:0.382, total+:112, total-:238
@threshold:-0.036, sens:0.437, spec:0.715, ppv:0.336, acc:0.646, f1:0.380, total+:113, total-:237
@threshold:-0.040, sens:0.448, spec:0.711, ppv:0.339, acc:0.646, f1:0.386, total+:115, total-:235
@threshold:-0.042, sens:0.460, spec:0.707, ppv:0.342, acc:0.646, f1:0.392, total+:117, total-:233
@threshold:-0.046, sens:0.471, spec:0.703, ppv:0.345, acc:0.646, f1:0.398, total+:119, total-:231
@threshold:-0.046, sens:0.471, spec:0.700, ppv:0.342, acc:0.643, f1:0.396, total+:120, total-:230
@threshold:-0.058, sens:0.483, spec:0.684, ppv:0.336, acc:0.634, f1:0.396, total+:125, total-:225
@threshold:-0.060, sens:0.483, spec:0.681, ppv:0.333, acc:0.631, f1:0.394, total+:126, total-:224
@threshold:-0.064, sens:0.494, spec:0.669, ppv:0.331, acc:0.626, f1:0.396, total+:130, total-:220
@threshold:-0.065, sens:0.494, spec:0.665, ppv:0.328, acc:0.623, f1:0.394, total+:131, total-:219
@threshold:-0.076, sens:0.506, spec:0.654, ppv:0.326, acc:0.617, f1:0.396, total+:135, total-:215
@threshold:-0.081, sens:0.506, spec:0.650, ppv:0.324, acc:0.614, f1:0.395, total+:136, total-:214
@threshold:-0.087, sens:0.517, spec:0.646, ppv:0.326, acc:0.614, f1:0.400, total+:138, total-:212
@threshold:-0.087, sens:0.517, spec:0.643, ppv:0.324, acc:0.611, f1:0.398, total+:139, total-:211
@threshold:-0.092, sens:0.529, spec:0.635, ppv:0.324, acc:0.609, f1:0.402, total+:142, total-:208
@threshold:-0.093, sens:0.529, spec:0.631, ppv:0.322, acc:0.606, f1:0.400, total+:143, total-:207
@threshold:-0.125, sens:0.540, spec:0.578, ppv:0.297, acc:0.569, f1:0.384, total+:158, total-:192
@threshold:-0.127, sens:0.540, spec:0.574, ppv:0.296, acc:0.566, f1:0.382, total+:159, total-:191
@threshold:-0.137, sens:0.552, spec:0.567, ppv:0.296, acc:0.563, f1:0.386, total+:162, total-:188
@threshold:-0.138, sens:0.552, spec:0.563, ppv:0.294, acc:0.560, f1:0.384, total+:163, total-:187
@threshold:-0.150, sens:0.563, spec:0.536, ppv:0.287, acc:0.543, f1:0.380, total+:171, total-:179
@threshold:-0.151, sens:0.563, spec:0.532, ppv:0.285, acc:0.540, f1:0.378, total+:172, total-:178
@threshold:-0.151, sens:0.575, spec:0.532, ppv:0.289, acc:0.543, f1:0.385, total+:173, total-:177
@threshold:-0.152, sens:0.586, spec:0.529, ppv:0.291, acc:0.543, f1:0.389, total+:175, total-:175
@threshold:-0.160, sens:0.598, spec:0.498, ppv:0.283, acc:0.523, f1:0.384, total+:184, total-:166
@threshold:-0.161, sens:0.598, spec:0.494, ppv:0.281, acc:0.520, f1:0.382, total+:185, total-:165
@threshold:-0.168, sens:0.609, spec:0.483, ppv:0.280, acc:0.514, f1:0.384, total+:189, total-:161
@threshold:-0.172, sens:0.609, spec:0.479, ppv:0.279, acc:0.511, f1:0.383, total+:190, total-:160
@threshold:-0.200, sens:0.621, spec:0.414, ppv:0.260, acc:0.466, f1:0.366, total+:208, total-:142
@threshold:-0.201, sens:0.621, spec:0.411, ppv:0.258, acc:0.463, f1:0.365, total+:209, total-:141
@threshold:-0.202, sens:0.632, spec:0.411, ppv:0.262, acc:0.466, f1:0.370, total+:210, total-:140
@threshold:-0.204, sens:0.632, spec:0.407, ppv:0.261, acc:0.463, f1:0.369, total+:211, total-:139
@threshold:-0.212, sens:0.644, spec:0.392, ppv:0.259, acc:0.454, f1:0.370, total+:216, total-:134
@threshold:-0.213, sens:0.644, spec:0.388, ppv:0.258, acc:0.451, f1:0.368, total+:217, total-:133
@threshold:-0.215, sens:0.644, spec:0.373, ppv:0.253, acc:0.440, f1:0.364, total+:221, total-:129
@threshold:-0.215, sens:0.644, spec:0.369, ppv:0.252, acc:0.437, f1:0.362, total+:222, total-:128
@threshold:-0.218, sens:0.644, spec:0.357, ppv:0.249, acc:0.429, f1:0.359, total+:225, total-:125
@threshold:-0.218, sens:0.655, spec:0.354, ppv:0.251, acc:0.429, f1:0.363, total+:227, total-:123
@threshold:-0.224, sens:0.667, spec:0.342, ppv:0.251, acc:0.423, f1:0.365, total+:231, total-:119
@threshold:-0.225, sens:0.667, spec:0.338, ppv:0.250, acc:0.420, f1:0.364, total+:232, total-:118
@threshold:-0.226, sens:0.678, spec:0.327, ppv:0.250, acc:0.414, f1:0.365, total+:236, total-:114
@threshold:-0.227, sens:0.678, spec:0.323, ppv:0.249, acc:0.411, f1:0.364, total+:237, total-:113
@threshold:-0.229, sens:0.690, spec:0.323, ppv:0.252, acc:0.414, f1:0.369, total+:238, total-:112
@threshold:-0.231, sens:0.690, spec:0.319, ppv:0.251, acc:0.411, f1:0.368, total+:239, total-:111
@threshold:-0.233, sens:0.701, spec:0.319, ppv:0.254, acc:0.414, f1:0.373, total+:240, total-:110
@threshold:-0.235, sens:0.724, spec:0.316, ppv:0.259, acc:0.417, f1:0.382, total+:243, total-:107
@threshold:-0.238, sens:0.736, spec:0.316, ppv:0.262, acc:0.420, f1:0.387, total+:244, total-:106
@threshold:-0.241, sens:0.736, spec:0.312, ppv:0.261, acc:0.417, f1:0.386, total+:245, total-:105
@threshold:-0.244, sens:0.747, spec:0.312, ppv:0.264, acc:0.420, f1:0.390, total+:246, total-:104
@threshold:-0.245, sens:0.747, spec:0.308, ppv:0.263, acc:0.417, f1:0.389, total+:247, total-:103
@threshold:-0.274, sens:0.759, spec:0.266, ppv:0.255, acc:0.389, f1:0.382, total+:259, total-:91
@threshold:-0.275, sens:0.759, spec:0.262, ppv:0.254, acc:0.386, f1:0.380, total+:260, total-:90
@threshold:-0.277, sens:0.770, spec:0.259, ppv:0.256, acc:0.386, f1:0.384, total+:262, total-:88
@threshold:-0.281, sens:0.782, spec:0.255, ppv:0.258, acc:0.386, f1:0.387, total+:264, total-:86
@threshold:-0.303, sens:0.793, spec:0.209, ppv:0.249, acc:0.354, f1:0.379, total+:277, total-:73
@threshold:-0.305, sens:0.793, spec:0.205, ppv:0.248, acc:0.351, f1:0.378, total+:278, total-:72
@threshold:-0.312, sens:0.805, spec:0.194, ppv:0.248, acc:0.346, f1:0.379, total+:282, total-:68
@threshold:-0.313, sens:0.805, spec:0.190, ppv:0.247, acc:0.343, f1:0.378, total+:283, total-:67
@threshold:-0.325, sens:0.816, spec:0.175, ppv:0.247, acc:0.334, f1:0.379, total+:288, total-:62
@threshold:-0.329, sens:0.816, spec:0.171, ppv:0.246, acc:0.331, f1:0.378, total+:289, total-:61
@threshold:-0.330, sens:0.828, spec:0.171, ppv:0.248, acc:0.334, f1:0.382, total+:290, total-:60
@threshold:-0.345, sens:0.839, spec:0.167, ppv:0.250, acc:0.334, f1:0.385, total+:292, total-:58
@threshold:-0.346, sens:0.851, spec:0.167, ppv:0.253, acc:0.337, f1:0.389, total+:293, total-:57
@threshold:-0.347, sens:0.851, spec:0.163, ppv:0.252, acc:0.334, f1:0.388, total+:294, total-:56
@threshold:-0.374, sens:0.862, spec:0.125, ppv:0.246, acc:0.309, f1:0.383, total+:305, total-:45
@threshold:-0.374, sens:0.862, spec:0.122, ppv:0.245, acc:0.306, f1:0.382, total+:306, total-:44
@threshold:-0.378, sens:0.874, spec:0.118, ppv:0.247, acc:0.306, f1:0.385, total+:308, total-:42
@threshold:-0.381, sens:0.874, spec:0.114, ppv:0.246, acc:0.303, f1:0.384, total+:309, total-:41
@threshold:-0.385, sens:0.885, spec:0.103, ppv:0.246, acc:0.297, f1:0.385, total+:313, total-:37
@threshold:-0.387, sens:0.885, spec:0.099, ppv:0.245, acc:0.294, f1:0.384, total+:314, total-:36
@threshold:-0.391, sens:0.897, spec:0.099, ppv:0.248, acc:0.297, f1:0.388, total+:315, total-:35
@threshold:-0.405, sens:0.908, spec:0.095, ppv:0.249, acc:0.297, f1:0.391, total+:317, total-:33
@threshold:-0.406, sens:0.920, spec:0.095, ppv:0.252, acc:0.300, f1:0.395, total+:318, total-:32
@threshold:-0.406, sens:0.920, spec:0.091, ppv:0.251, acc:0.297, f1:0.394, total+:319, total-:31
@threshold:-0.417, sens:0.931, spec:0.087, ppv:0.252, acc:0.297, f1:0.397, total+:321, total-:29
@threshold:-0.430, sens:0.931, spec:0.084, ppv:0.252, acc:0.294, f1:0.396, total+:322, total-:28
@threshold:-0.437, sens:0.943, spec:0.076, ppv:0.252, acc:0.291, f1:0.398, total+:325, total-:25
@threshold:-0.449, sens:0.943, spec:0.072, ppv:0.252, acc:0.289, f1:0.397, total+:326, total-:24
@threshold:-0.453, sens:0.954, spec:0.068, ppv:0.253, acc:0.289, f1:0.400, total+:328, total-:22
@threshold:-0.455, sens:0.954, spec:0.065, ppv:0.252, acc:0.286, f1:0.399, total+:329, total-:21
@threshold:-0.486, sens:0.966, spec:0.053, ppv:0.252, acc:0.280, f1:0.400, total+:333, total-:17
@threshold:-0.506, sens:0.966, spec:0.049, ppv:0.251, acc:0.277, f1:0.399, total+:334, total-:16
@threshold:-0.544, sens:0.977, spec:0.038, ppv:0.251, acc:0.271, f1:0.400, total+:338, total-:12
@threshold:-0.551, sens:0.977, spec:0.034, ppv:0.251, acc:0.269, f1:0.399, total+:339, total-:11
@threshold:-0.569, sens:0.989, spec:0.034, ppv:0.253, acc:0.271, f1:0.403, total+:340, total-:10
@threshold:-0.609, sens:0.989, spec:0.030, ppv:0.252, acc:0.269, f1:0.402, total+:341, total-:9
@threshold:-1.048, sens:1.000, spec:0.004, ppv:0.249, acc:0.251, f1:0.399, total+:349, total-:1
Vital: Temp-avg10to13 | coef 0.040 95% CI: [0.027 , 0.053] | OR_adj 1.041 [1.027 1.055] | occ: 1421 | OR_unadj: 1.209 [0.963 1.519] | indivs AUC:0.543
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.068
Maternal Diagnosis:9ccs183:HTN in preg:-0.065
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.064
Diagnosis:9ccs159:UTI:0.058
Newborn Diagnosis:9ccs215:gu cong anom:0.057
Diagnosis:9ccs92:Otitis media:0.054
Diagnosis:9ccs224:Ot perint dx:-0.050
Diagnosis:9ccs155:Other GI dx:-0.049
Maternal Lab History: BASOPHIL-postPregnancy:0.047
Vital: Temp-latest | coef 0.036 95% CI: [0.026 , 0.046] | OR_adj 1.036 [1.026 1.047] | occ: 1676 | OR_unadj: 1.157 [0.921 1.453] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.289
Diagnosis:9ccs92:Otitis media:0.280
Diagnosis:9ccs7:Viral infect:0.183
Diagnosis:9ccs257:Ot aftercare:0.180
Diagnosis:9ccs135:Intest infct:0.160
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.127
Diagnosis:9ccs128:Asthma:0.122
Diagnosis:9ccs90:Eye infectn:0.118
Diagnosis:9ccs113:Late eff CVD:0.111
Diagnosis:9ccs122:Pneumonia:0.102
Vital: Ht-gain7to13 | coef 0.030 95% CI: [0.020 , 0.041] | OR_adj 1.031 [1.020 1.041] | occ: 1476 | OR_unadj: 1.168 [0.864 1.580] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs128:Asthma:0.087
Maternal Lab History: EOSINOPHIL-postPregnancy:0.077
Maternal Lab History: URINE PH-otherPregnancy:-0.077
Diagnosis:9ccs143:Abdom hernia:0.068
Maternal Lab History: ABS LYMPH-postPregnancy:0.068
MatDeliveryAge:-0.062
Maternal Lab History: MCH-postPregnancy:-0.060
Maternal Lab History: ALT-otherPregnancy:0.059
Diagnosis:9ccs59:Anemia:0.051
Maternal Diagnosis:9ccs186:DM in preg:-0.046
Vital: Ht Percentile-gain16to24 | coef 0.028 95% CI: [0.019 , 0.037] | OR_adj 1.029 [1.020 1.038] | occ: 975 | OR_unadj: 1.147 [0.882 1.492] | indivs AUC:0.466
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.126
Diagnosis:9ccs166:Oth male gen:-0.085
Diagnosis:9ccs257:Ot aftercare:-0.084
Maternal Lab History: GLOBULIN-postPregnancy:-0.082
Diagnosis:9ccs128:Asthma:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.080
Diagnosis:9ccs7:Viral infect:-0.073
Maternal Lab History: AFP-otherPregnancy:0.072
Maternal Lab History: A/G-postPregnancy:0.072
Diagnosis:9ccs122:Pneumonia:-0.066
Vital: Temp-avg5to7 | coef 0.028 95% CI: [0.021 , 0.035] | OR_adj 1.028 [1.021 1.035] | occ: 1371 | OR_unadj: 1.070 [0.850 1.347] | indivs AUC:0.543
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.147
Newborn Diagnosis:9ccs222:Perint jaund:-0.094
Maternal Lab History: A/G-postPregnancy:-0.082
Maternal Diagnosis:9ccs183:HTN in preg:-0.070
Maternal Lab History: GLOBULIN-postPregnancy:0.070
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.055
Maternal Diagnosis:9ccs188:Pelvic obstr:0.047
Diagnosis:9ccs92:Otitis media:0.047
Maternal Lab History: MONOS-postPregnancy:-0.044
Diagnosis:9ccs198:Ot infl skin:0.044
Vital: Ht Percentile-gain13to19 | coef 0.028 95% CI: [0.019 , 0.036] | OR_adj 1.028 [1.019 1.037] | occ: 832 | OR_unadj: 1.172 [0.894 1.536] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Maternal Diagnosis:9ccs188:Pelvic obstr:0.081
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.069
Maternal Lab History: SODIUM-postPregnancy:-0.063
Diagnosis:9ccs200:Oth skin dx:0.058
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.048
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.047
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.047
Maternal Lab History: hCG MoM-otherPregnancy:-0.046
Maternal Diagnosis:9ccs191:Amnios dx:-0.043
Vital: HC-latest | coef 0.026 95% CI: [0.017 , 0.036] | OR_adj 1.027 [1.017 1.036] | occ: 1631 | OR_unadj: 1.158 [0.909 1.475] | indivs AUC:0.545
Correlated most with:
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: WBC-otherPregnancy:0.074
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.064
Maternal Diagnosis:9ccs185:Long pregncy:0.060
Diagnosis:9ccs133:Oth low resp:0.053
MatDeliveryAge:-0.053
Diagnosis:9ccs58:Ot nutrit dx:0.053
Maternal Lab History: MCH-postPregnancy:-0.051
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.049
Maternal Lab History: EOSINOPHIL-postPregnancy:0.048
* Vital: Ht-gain1to5 | coef 0.026 95% CI: [0.020 , 0.031] | OR_adj 1.026 [1.020 1.031] | occ: 1460 | OR_unadj: 0.762 [0.607 0.957] | indivs AUC:0.448
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.088
Diagnosis:9ccs122:Pneumonia:0.081
Diagnosis:9ccs134:Ot uppr resp:0.071
Diagnosis:9ccs92:Otitis media:0.068
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.059
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.058
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.058
Diagnosis:9ccs94:Other ear dx:0.056
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.054
Diagnosis:9ccs143:Abdom hernia:0.052
Vital: HC-gain1to5 | coef 0.025 95% CI: [0.017 , 0.033] | OR_adj 1.026 [1.018 1.034] | occ: 1371 | OR_unadj: 0.891 [0.704 1.127] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.106
Diagnosis:9ccs7:Viral infect:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.079
Diagnosis:9ccs257:Ot aftercare:-0.078
Diagnosis:9ccs166:Oth male gen:-0.072
Maternal Lab History: AFP-otherPregnancy:0.065
Diagnosis:9ccs90:Eye infectn:-0.059
Diagnosis:9ccs165:Inf male gen:-0.055
Diagnosis:9ccs133:Oth low resp:-0.054
Diagnosis:9ccs159:UTI:-0.053
Vital: HR-latest | coef 0.024 95% CI: [0.015 , 0.033] | OR_adj 1.024 [1.015 1.034] | occ: 1040 | OR_unadj: 1.213 [0.939 1.565] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.237
Diagnosis:9ccs10:Immuniz/scrn:0.219
Diagnosis:9ccs128:Asthma:0.149
Diagnosis:9ccs257:Ot aftercare:0.137
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs135:Intest infct:0.133
Diagnosis:9ccs122:Pneumonia:0.116
Diagnosis:9ccs90:Eye infectn:0.110
Diagnosis:9ccs58:Ot nutrit dx:0.093
Diagnosis:9ccs133:Oth low resp:0.088
MatDeliveryAge | coef 0.024 95% CI: [0.013 , 0.034] | OR_adj 1.024 [1.013 1.035] | occ: 1751 | OR_unadj: 1.105 [0.881 1.385] | indivs AUC:0.538
Correlated most with:
Maternal Lab History: WBC-otherPregnancy:0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Diagnosis:9ccs143:Abdom hernia:0.077
Diagnosis:9ccs128:Asthma:0.060
Maternal Diagnosis:9ccs186:DM in preg:-0.058
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.056
Maternal Diagnosis:9ccs188:Pelvic obstr:0.056
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.055
Diagnosis:9ccs257:Ot aftercare:-0.052
MatDeliveryAge:-0.052
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.023 95% CI: [0.016 , 0.031] | OR_adj 1.024 [1.016 1.032] | occ: 1123 | OR_unadj: 1.078 [0.842 1.380] | indivs AUC:0.450
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.114
Diagnosis:9ccs257:Ot aftercare:-0.091
Maternal Lab History: AFP-otherPregnancy:0.081
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.073
Diagnosis:9ccs128:Asthma:-0.072
Diagnosis:9ccs166:Oth male gen:-0.069
Diagnosis:9ccs113:Late eff CVD:-0.068
Diagnosis:9ccs122:Pneumonia:-0.065
Diagnosis:9ccs7:Viral infect:-0.063
Maternal Lab History: GLOBULIN-postPregnancy:-0.056
* Vital: Ht-gain0to24 | coef 0.023 95% CI: [0.016 , 0.031] | OR_adj 1.024 [1.016 1.031] | occ: 1385 | OR_unadj: 1.531 [1.220 1.920] | indivs AUC:0.603
Correlated most with:
Diagnosis:9ccs128:Asthma:0.084
MatDeliveryAge:-0.073
Maternal Diagnosis:9ccs185:Long pregncy:0.066
Diagnosis:9ccs143:Abdom hernia:0.066
Maternal Lab History: URINE PH-otherPregnancy:-0.065
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.064
Maternal Lab History: MCH-postPregnancy:-0.063
Maternal Lab History: EOSINOPHIL-postPregnancy:0.056
Maternal Lab History: ABS LYMPH-postPregnancy:0.054
Diagnosis:9ccs122:Pneumonia:0.053
* Vital: HC-avg7to10 | coef 0.022 95% CI: [0.016 , 0.028] | OR_adj 1.022 [1.016 1.028] | occ: 1119 | OR_unadj: 1.386 [1.102 1.744] | indivs AUC:0.599
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.167
Newborn Diagnosis:9ccs222:Perint jaund:-0.116
Maternal Diagnosis:9ccs183:HTN in preg:-0.096
Maternal Diagnosis:9ccs188:Pelvic obstr:0.076
Maternal Lab History: MONOS-postPregnancy:-0.075
Diagnosis:9ccs159:UTI:0.071
Maternal Diagnosis:9ccs187:Malposition:-0.066
Diagnosis:9ccs155:Other GI dx:-0.060
Diagnosis:9ccs10:Immuniz/scrn:-0.060
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.059
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.022 95% CI: [0.016 , 0.028] | OR_adj 1.022 [1.016 1.028] | occ: 1123 | OR_unadj: 1.195 [0.939 1.521] | indivs AUC:0.539
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.105
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs143:Abdom hernia:0.075
Maternal Diagnosis:9ccs188:Pelvic obstr:0.068
Maternal Diagnosis:9ccs186:DM in preg:-0.067
Maternal Lab History: MCH-postPregnancy:-0.062
Maternal Lab History: WBC-otherPregnancy:0.062
Maternal Lab History: ABS LYMPH-postPregnancy:0.058
Diagnosis:9ccs200:Oth skin dx:0.057
Maternal Lab History: EOSINOPHIL-postPregnancy:0.057
Vital: Ht-avg7to10 | coef 0.021 95% CI: [0.013 , 0.030] | OR_adj 1.021 [1.013 1.030] | occ: 1343 | OR_unadj: 1.201 [0.951 1.517] | indivs AUC:0.579
Correlated most with:
Diagnosis:9ccs7:Viral infect:0.104
Diagnosis:9ccs122:Pneumonia:0.065
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.065
Diagnosis:9ccs143:Abdom hernia:0.061
Maternal Diagnosis:9ccs181:Ot preg comp:0.060
Diagnosis:9ccs198:Ot infl skin:0.060
Maternal Lab History: AFP-otherPregnancy:-0.058
Diagnosis:9ccs239:Superfic inj:0.053
Maternal Diagnosis:9ccs159:UTI-postPregnancy:-0.047
Diagnosis:9ccs250:Nausea/vomit:0.045
* Vital: Ht-postPregnancy | coef 0.021 95% CI: [0.012 , 0.031] | OR_adj 1.021 [1.012 1.031] | occ: 482 | OR_unadj: 0.662 [0.460 0.953] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs92:Otitis media:-0.130
Diagnosis:9ccs239:Superfic inj:-0.097
Diagnosis:9ccs7:Viral infect:-0.097
Diagnosis:9ccs128:Asthma:-0.090
Diagnosis:9ccs257:Ot aftercare:-0.086
Diagnosis:9ccs133:Oth low resp:-0.083
Diagnosis:9ccs155:Other GI dx:-0.076
Diagnosis:9ccs90:Eye infectn:-0.075
Diagnosis:9ccs200:Oth skin dx:-0.068
Maternal Diagnosis:9ccs189:Prev c-sectn:0.055
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.021 95% CI: [0.015 , 0.027] | OR_adj 1.021 [1.015 1.027] | occ: 1126 | OR_unadj: 1.090 [0.850 1.398] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.070
Diagnosis:9ccs92:Otitis media:0.054
Maternal Procedure History:86580-otherPregnancy:0.051
Diagnosis:9ccs198:Ot infl skin:0.046
Diagnosis:9ccs94:Other ear dx:-0.046
Maternal Lab History: GLOBULIN-postPregnancy:0.045
Maternal Lab History: POTASSIUM-postPregnancy:0.041
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.040
Diagnosis:9ccs159:UTI:0.039
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.039
* Vital: Ht Percentile-avg10to13 | coef 0.021 95% CI: [0.013 , 0.028] | OR_adj 1.021 [1.013 1.028] | occ: 660 | OR_unadj: 1.758 [1.345 2.298] | indivs AUC:0.591
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Newborn Diagnosis:9ccs222:Perint jaund:-0.068
Maternal Diagnosis:9ccs186:DM in preg:-0.063
Maternal Diagnosis:9ccs183:HTN in preg:-0.061
Diagnosis:9ccs59:Anemia:-0.054
Maternal Lab History: CHLORIDE-otherPregnancy:-0.048
Maternal Diagnosis:9ccs189:Prev c-sectn:0.045
Diagnosis:9ccs96:Hrt valve dx:-0.045
Maternal Lab History: A/G-postPregnancy:-0.044
MatDeliveryAge:0.040
* Vital: Ht-avg0to1 | coef 0.021 95% CI: [0.015 , 0.026] | OR_adj 1.021 [1.015 1.027] | occ: 1350 | OR_unadj: 1.413 [1.125 1.774] | indivs AUC:0.603
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.064
Diagnosis:9ccs151:Oth liver dx:-0.062
Diagnosis:9ccs239:Superfic inj:-0.059
Diagnosis:9ccs166:Oth male gen:-0.058
Diagnosis:9ccs96:Hrt valve dx:0.054
Maternal Lab History: RBC-otherPregnancy:-0.054
Maternal Lab History: AST-postPregnancy:-0.051
Maternal Lab History: AST-otherPregnancy:0.048
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.048
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.042
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.020 95% CI: [0.017 , 0.024] | OR_adj 1.021 [1.017 1.024] | occ: 1073 | OR_unadj: 1.178 [0.920 1.510] | indivs AUC:0.479
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.095
Diagnosis:9ccs239:Superfic inj:-0.092
Diagnosis:9ccs136:Teeth dx:-0.079
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.065
Diagnosis:9ccs143:Abdom hernia:0.059
Newborn Diagnosis:9ccs215:gu cong anom:0.059
Maternal Lab History: MCH-postPregnancy:-0.057
Maternal Diagnosis:9ccs186:DM in preg:-0.055
Maternal Diagnosis:9ccs188:Pelvic obstr:0.055
Diagnosis:9ccs128:Asthma:0.046
* Vital: Ht-avg10to13 | coef 0.020 95% CI: [0.014 , 0.026] | OR_adj 1.020 [1.014 1.027] | occ: 1403 | OR_unadj: 1.702 [1.355 2.140] | indivs AUC:0.601
Correlated most with:
Maternal Lab History: EOSINOPHIL-postPregnancy:0.093
Maternal Lab History: MCH-postPregnancy:-0.082
Diagnosis:9ccs134:Ot uppr resp:-0.060
Maternal Diagnosis:9ccs188:Pelvic obstr:0.058
Diagnosis:9ccs155:Other GI dx:-0.055
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.054
Maternal Lab History: ALT-otherPregnancy:0.054
Diagnosis:9ccs143:Abdom hernia:0.053
Diagnosis:9ccs128:Asthma:0.051
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.049
Vital: HC-avg3to5 | coef 0.020 95% CI: [0.012 , 0.028] | OR_adj 1.020 [1.012 1.029] | occ: 1164 | OR_unadj: 1.089 [0.860 1.379] | indivs AUC:0.552
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.213
Maternal Diagnosis:9ccs183:HTN in preg:-0.149
Newborn Diagnosis:9ccs222:Perint jaund:-0.114
Maternal Diagnosis:9ccs191:Amnios dx:-0.080
Maternal Diagnosis:9ccs187:Malposition:-0.077
Maternal Diagnosis:9ccs188:Pelvic obstr:0.074
Maternal Lab History: A/G-postPregnancy:-0.072
Maternal Lab History: GLOBULIN-postPregnancy:0.057
Diagnosis:9ccs166:Oth male gen:-0.055
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.055
Vital: HR-avg3to5 | coef 0.020 95% CI: [0.009 , 0.031] | OR_adj 1.020 [1.009 1.031] | occ: 273 | OR_unadj: 0.649 [0.397 1.061] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:-0.081
Diagnosis:9ccs224:Ot perint dx:-0.078
Diagnosis:9ccs128:Asthma:0.058
Diagnosis:9ccs92:Otitis media:0.056
Maternal Diagnosis:9ccs189:Prev c-sectn:0.055
Maternal Procedure History:86580-otherPregnancy:-0.050
Diagnosis:9ccs250:Nausea/vomit:-0.049
Maternal Diagnosis:9ccs192:Umbil cord:-0.042
Diagnosis:9ccs159:UTI:0.042
Maternal Diagnosis:9ccs183:HTN in preg:-0.041
Vital: Ht Percentile-gain10to16 | coef 0.020 95% CI: [0.016 , 0.023] | OR_adj 1.020 [1.016 1.023] | occ: 760 | OR_unadj: 0.965 [0.731 1.274] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.081
Maternal Lab History: A/G-postPregnancy:-0.058
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.057
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.057
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.046
Maternal Lab History: GLOBULIN-postPregnancy:0.043
Maternal Lab History: CHLORIDE-otherPregnancy:-0.041
Maternal Diagnosis:9ccs188:Pelvic obstr:0.040
Diagnosis:9ccs239:Superfic inj:0.038
Maternal Lab History: URINE PH-otherPregnancy:-0.038
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.019 95% CI: [0.015 , 0.024] | OR_adj 1.020 [1.015 1.024] | occ: 1122 | OR_unadj: 1.304 [1.019 1.669] | indivs AUC:0.559
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.109
Maternal Lab History: WBC-otherPregnancy:0.086
Diagnosis:9ccs136:Teeth dx:-0.078
Diagnosis:9ccs143:Abdom hernia:0.077
Maternal Diagnosis:9ccs188:Pelvic obstr:0.077
Maternal Diagnosis:9ccs186:DM in preg:-0.075
Diagnosis:9ccs128:Asthma:0.064
Maternal Lab History: MCH-postPregnancy:-0.062
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.061
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.052
Vital: Temp-avg3to5 | coef 0.019 95% CI: [0.016 , 0.022] | OR_adj 1.019 [1.016 1.023] | occ: 1345 | OR_unadj: 1.059 [0.839 1.337] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.139
Maternal Diagnosis:9ccs183:HTN in preg:-0.080
Maternal Diagnosis:9ccs188:Pelvic obstr:0.068
Maternal Lab History: A/G-postPregnancy:-0.066
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.057
Diagnosis:9ccs250:Nausea/vomit:-0.057
Maternal Lab History: hCG MoM-otherPregnancy:-0.055
Maternal Lab History: GLOBULIN-postPregnancy:0.054
Diagnosis:9ccs165:Inf male gen:0.049
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.045
Diagnosis:9ccs151:Oth liver dx | coef 0.019 95% CI: [-0.010 , 0.048] | OR_adj 1.019 [0.990 1.049] | occ: 169 | OR_unadj: 0.743 [0.492 1.122] | indivs AUC:0.476
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.101
Diagnosis:9ccs155:Other GI dx:0.083
Diagnosis:9ccs239:Superfic inj:0.080
Newborn Diagnosis:9ccs222:Perint jaund:0.077
Diagnosis:9ccs250:Nausea/vomit:0.065
Diagnosis:9ccs143:Abdom hernia:0.064
Diagnosis:9ccs255:Social admin:0.064
Maternal Lab History: ABS LYMPH-postPregnancy:-0.063
Maternal Lab History: ALBUMIN-otherPregnancy:0.063
Vital: Ht Percentile-gain5to10 | coef 0.018 95% CI: [0.009 , 0.028] | OR_adj 1.019 [1.009 1.028] | occ: 590 | OR_unadj: 0.909 [0.659 1.253] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs128:Asthma:0.070
Diagnosis:9ccs59:Anemia:0.062
Diagnosis:9ccs224:Ot perint dx:-0.061
Diagnosis:9ccs92:Otitis media:0.058
Maternal Lab History: EOSINOPHIL-postPregnancy:0.057
Maternal Diagnosis:9ccs186:DM in preg:-0.050
Maternal Lab History: MCH-postPregnancy:-0.050
Diagnosis:9ccs165:Inf male gen:0.048
Maternal Procedure History:86580-postPregnancy:-0.048
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.047
Vital: Ht Percentile-avg1to3 | coef 0.016 95% CI: [0.011 , 0.022] | OR_adj 1.017 [1.011 1.022] | occ: 371 | OR_unadj: 1.004 [0.693 1.454] | indivs AUC:0.533
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.190
Maternal Diagnosis:9ccs183:HTN in preg:-0.120
Newborn Diagnosis:9ccs222:Perint jaund:-0.092
Maternal Diagnosis:9ccs188:Pelvic obstr:0.085
Maternal Lab History: UREA NITROGEN-postPregnancy:0.076
Diagnosis:9ccs198:Ot infl skin:0.069
Maternal Lab History: EOSINOPHIL-postPregnancy:0.062
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.061
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.055
Maternal Lab History: ABS LYMPH-postPregnancy:0.054
* Vital: HC-avg1to3 | coef 0.016 95% CI: [0.014 , 0.019] | OR_adj 1.016 [1.014 1.019] | occ: 1235 | OR_unadj: 1.366 [1.082 1.723] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccs128:Asthma:0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Lab History: MCH-postPregnancy:-0.071
Maternal Lab History: WBC-otherPregnancy:0.068
MatDeliveryAge:-0.064
Diagnosis:9ccs133:Oth low resp:0.061
Diagnosis:9ccs122:Pneumonia:0.060
Maternal Procedure History:86580-otherPregnancy:-0.057
Diagnosis:9ccs92:Otitis media:0.057
Maternal Procedure History:86580-postPregnancy:-0.052
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.016 95% CI: [0.008 , 0.024] | OR_adj 1.016 [1.008 1.024] | occ: 1123 | OR_unadj: 1.303 [1.018 1.669] | indivs AUC:0.569
Correlated most with:
Diagnosis:9ccs128:Asthma:0.101
MatDeliveryAge:-0.077
Maternal Procedure History:86580-otherPregnancy:-0.075
Diagnosis:9ccs143:Abdom hernia:0.068
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.064
Maternal Lab History: MCH-postPregnancy:-0.062
Maternal Lab History: WBC-otherPregnancy:0.057
Maternal Lab History: EOSINOPHIL-postPregnancy:0.056
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.050
Diagnosis:9ccs134:Ot uppr resp:-0.047
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.016 95% CI: [0.012 , 0.020] | OR_adj 1.016 [1.012 1.020] | occ: 1129 | OR_unadj: 1.087 [0.853 1.386] | indivs AUC:0.466
Correlated most with:
Diagnosis:9ccs159:UTI:0.068
Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.066
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.060
Diagnosis:9ccs7:Viral infect:0.056
Diagnosis:9ccs92:Otitis media:0.056
Maternal Lab History: AST-postPregnancy:0.053
Diagnosis:9ccs151:Oth liver dx:0.050
Maternal Diagnosis:9ccs168:PID:0.049
Maternal Diagnosis:9ccs186:DM in preg:0.048
* Vital: Ht-latest | coef 0.015 95% CI: [0.010 , 0.021] | OR_adj 1.016 [1.010 1.021] | occ: 1665 | OR_unadj: 1.383 [1.078 1.773] | indivs AUC:0.609
Correlated most with:
Diagnosis:9ccs94:Other ear dx:-0.049
Diagnosis:9ccs4:Mycoses:-0.045
Diagnosis:9ccs113:Late eff CVD:-0.043
Maternal Lab History: POTASSIUM-postPregnancy:-0.038
Diagnosis:9ccs198:Ot infl skin:0.038
Maternal Lab History: ALBUMIN-otherPregnancy:-0.037
Diagnosis:9ccs7:Viral infect:0.035
Maternal Diagnosis:9ccs191:Amnios dx:-0.035
Maternal Diagnosis:9ccs168:PID:0.035
Maternal Lab History: A/G-postPregnancy:0.035
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.015 95% CI: [0.010 , 0.020] | OR_adj 1.015 [1.010 1.021] | occ: 1118 | OR_unadj: 1.172 [0.912 1.506] | indivs AUC:0.561
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.088
Maternal Diagnosis:9ccs181:Ot preg comp:0.071
Maternal Procedure History:86580-otherPregnancy:0.070
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.064
Diagnosis:9ccs200:Oth skin dx:0.063
Maternal Lab History: RBC-otherPregnancy:0.060
Maternal Diagnosis:9ccs186:DM in preg:-0.059
Diagnosis:9ccs166:Oth male gen:-0.056
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.049
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.049
Vital: HR-avg10to13 | coef 0.015 95% CI: [0.012 , 0.018] | OR_adj 1.015 [1.012 1.018] | occ: 456 | OR_unadj: 1.345 [0.952 1.900] | indivs AUC:0.530
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.078
Diagnosis:9ccs7:Viral infect:-0.078
Diagnosis:9ccs155:Other GI dx:0.068
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.059
Maternal Lab History: RBC-otherPregnancy:-0.054
Maternal Lab History: LDL-postPregnancy:-0.048
Diagnosis:9ccs198:Ot infl skin:-0.048
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.044
Diagnosis:9ccs133:Oth low resp:0.043
Diagnosis:9ccs151:Oth liver dx:-0.043
Vital: HC-avg13to16 | coef 0.013 95% CI: [0.011 , 0.016] | OR_adj 1.013 [1.011 1.016] | occ: 973 | OR_unadj: 1.129 [0.890 1.433] | indivs AUC:0.532
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:-0.079
Diagnosis:9ccs224:Ot perint dx:0.077
Maternal Lab History: AFP-otherPregnancy:-0.069
Diagnosis:9ccs135:Intest infct:0.064
Diagnosis:9ccs143:Abdom hernia:0.059
Maternal Procedure History:86580-otherPregnancy:0.058
Diagnosis:9ccs239:Superfic inj:0.056
Diagnosis:9ccs96:Hrt valve dx:-0.054
Diagnosis:9ccs128:Asthma:0.052
Diagnosis:9ccs58:Ot nutrit dx:0.048
Vital: Ht Percentile-gain3to7 | coef 0.013 95% CI: [0.008 , 0.019] | OR_adj 1.013 [1.008 1.019] | occ: 514 | OR_unadj: 0.967 [0.692 1.353] | indivs AUC:0.550
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.079
Maternal Lab History: URINE PH-otherPregnancy:0.072
Maternal Lab History: WBC-otherPregnancy:-0.063
Diagnosis:9ccs59:Anemia:0.062
Maternal Procedure History:86580-otherPregnancy:0.062
Maternal Lab History: ALBUMIN-otherPregnancy:-0.061
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.057
Maternal Lab History: MCH-postPregnancy:0.056
Maternal Lab History: EOSINOPHIL-postPregnancy:0.056
Diagnosis:9ccs96:Hrt valve dx:-0.055
Vital: HC-avg0to1 | coef 0.012 95% CI: [0.010 , 0.015] | OR_adj 1.013 [1.010 1.015] | occ: 1207 | OR_unadj: 1.069 [0.849 1.345] | indivs AUC:0.522
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Diagnosis:9ccs128:Asthma:0.091
Diagnosis:9ccs136:Teeth dx:-0.070
Diagnosis:9ccs59:Anemia:-0.057
MatDeliveryAge:-0.051
Maternal Diagnosis:9ccs186:DM in preg:-0.050
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.045
Maternal Lab History: MCH-postPregnancy:-0.045
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.045
Diagnosis:9ccs239:Superfic inj:-0.045
Vital: HR-avg13to16 | coef 0.012 95% CI: [0.011 , 0.014] | OR_adj 1.012 [1.011 1.014] | occ: 418 | OR_unadj: 1.203 [0.844 1.715] | indivs AUC:0.478
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.108
Maternal Diagnosis:9ccs188:Pelvic obstr:0.065
Maternal Diagnosis:9ccs183:HTN in preg:-0.060
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.057
Maternal Lab History: URINE PH-otherPregnancy:-0.056
Diagnosis:9ccs159:UTI:0.056
Maternal Lab History: BASOPHIL-postPregnancy:0.053
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.046
Maternal Diagnosis:9ccs186:DM in preg:-0.045
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.040
Vital: Ht Percentile-avg5to7 | coef 0.012 95% CI: [0.007 , 0.017] | OR_adj 1.012 [1.007 1.017] | occ: 474 | OR_unadj: 1.174 [0.856 1.610] | indivs AUC:0.529
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.080
Newborn Diagnosis:9ccs222:Perint jaund:-0.073
Maternal Lab History: MCH-postPregnancy:-0.072
Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.070
Diagnosis:9ccs159:UTI:0.062
Maternal Diagnosis:9ccs183:HTN in preg:-0.061
Diagnosis:9ccs155:Other GI dx:-0.053
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.051
Maternal Lab History: UREA NITROGEN-postPregnancy:0.050
Maternal Diagnosis:9ccs188:Pelvic obstr:0.049
* Vital: HR-avg5to7 | coef 0.011 95% CI: [0.008 , 0.015] | OR_adj 1.012 [1.008 1.015] | occ: 318 | OR_unadj: 2.013 [1.408 2.877] | indivs AUC:0.547
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.096
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Diagnosis:9ccs133:Oth low resp:0.064
Diagnosis:9ccs257:Ot aftercare:0.058
Maternal Lab History: A/G-postPregnancy:-0.057
Maternal Procedure History:86580-postPregnancy:-0.055
Maternal Diagnosis:9ccs58:Ot nutrit dx:-0.054
Maternal Lab History: GLOBULIN-postPregnancy:0.052
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.052
Newborn Diagnosis:9ccs222:Perint jaund:-0.051
Vital: Ht Percentile-avg0to1 | coef 0.011 95% CI: [0.006 , 0.017] | OR_adj 1.011 [1.006 1.017] | occ: 309 | OR_unadj: 1.145 [0.783 1.674] | indivs AUC:0.550
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:-0.062
Diagnosis:9ccs128:Asthma:-0.058
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.055
Diagnosis:9ccs10:Immuniz/scrn:0.048
Diagnosis:9ccs94:Other ear dx:-0.047
Diagnosis:9ccs151:Oth liver dx:0.044
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.044
Maternal Lab History: POTASSIUM-postPregnancy:0.042
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.041
Diagnosis:9ccs137:Mouth dx:0.041
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.011 95% CI: [0.008 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 1123 | OR_unadj: 1.190 [0.942 1.504] | indivs AUC:0.561
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.139
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.063
Diagnosis:9ccs4:Mycoses:0.062
Diagnosis:9ccs59:Anemia:-0.060
Diagnosis:9ccs134:Ot uppr resp:0.059
Diagnosis:9ccs122:Pneumonia:0.056
Maternal Diagnosis:9ccs191:Amnios dx:-0.051
Maternal Lab History: LDL-postPregnancy:-0.050
Diagnosis:9ccs143:Abdom hernia:0.050
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.048
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.010 95% CI: [0.008 , 0.013] | OR_adj 1.010 [1.008 1.013] | occ: 1128 | OR_unadj: 1.098 [0.856 1.409] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:0.073
Diagnosis:9ccs137:Mouth dx:-0.048
Maternal Diagnosis:9ccs186:DM in preg:-0.045
Diagnosis:9ccs90:Eye infectn:0.042
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.042
MatDeliveryAge:0.041
Maternal Diagnosis:9ccs185:Long pregncy:0.038
Diagnosis:9ccs96:Hrt valve dx:0.034
Maternal Procedure History:86580-postPregnancy:-0.034
Maternal Lab History: POTASSIUM-otherPregnancy:-0.032
Vital: HR-avg1to3 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.013] | occ: 265 | OR_unadj: 0.901 [0.585 1.388] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.192
Newborn Diagnosis:9ccs222:Perint jaund:-0.113
Maternal Diagnosis:9ccs183:HTN in preg:-0.088
Maternal Lab History: EOSINOPHIL-postPregnancy:0.078
Maternal Lab History: A/G-postPregnancy:-0.067
Diagnosis:9ccs92:Otitis media:0.061
Diagnosis:9ccs90:Eye infectn:0.058
Maternal Diagnosis:9ccs191:Amnios dx:-0.056
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.051
Maternal Lab History: GLOBULIN-postPregnancy:0.051
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 1122 | OR_unadj: 1.093 [0.852 1.402] | indivs AUC:0.521
Correlated most with:
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.082
Maternal Diagnosis:9ccs185:Long pregncy:0.075
Diagnosis:9ccs58:Ot nutrit dx:0.059
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.056
Newborn Diagnosis:9ccs215:gu cong anom:0.054
Maternal Lab History: RBC-otherPregnancy:0.053
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.052
Maternal Lab History: A/G-postPregnancy:-0.049
Maternal Lab History: GLOBULIN-postPregnancy:0.048
Diagnosis:9ccs90:Eye infectn:0.045
Vital: HR-otherPregnancy | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.011] | occ: 244 | OR_unadj: 0.917 [0.577 1.459] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:0.094
Diagnosis:9ccs128:Asthma:0.084
Maternal Diagnosis:9ccs185:Long pregncy:0.073
Maternal Lab History: WBC-otherPregnancy:0.072
Maternal Diagnosis:9ccs188:Pelvic obstr:0.070
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.054
Maternal Procedure History:86580-postPregnancy:-0.051
Maternal Lab History: EOSINOPHIL-postPregnancy:0.047
Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.047
Diagnosis:9ccs122:Pneumonia:0.046
Diagnosis:9ccs90:Eye infectn | coef 0.005 95% CI: [-0.001 , 0.011] | OR_adj 1.005 [0.999 1.011] | occ: 443 | OR_unadj: 1.060 [0.819 1.372] | indivs AUC:0.549
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs92:Otitis media:0.204
Diagnosis:9ccs7:Viral infect:0.180
Diagnosis:9ccs10:Immuniz/scrn:0.151
Diagnosis:9ccs257:Ot aftercare:0.148
Diagnosis:9ccs155:Other GI dx:0.131
Diagnosis:9ccs135:Intest infct:0.131
Diagnosis:9ccs255:Social admin:0.131
Diagnosis:9ccs122:Pneumonia:0.129
Diagnosis:9ccs133:Oth low resp:0.122
Diagnosis:9ccs133:Oth low resp | coef 0.005 95% CI: [-0.001 , 0.010] | OR_adj 1.005 [0.999 1.010] | occ: 244 | OR_unadj: 1.121 [0.815 1.542] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Diagnosis:9ccs155:Other GI dx:0.172
Diagnosis:9ccs128:Asthma:0.170
Diagnosis:9ccs7:Viral infect:0.149
Diagnosis:9ccs200:Oth skin dx:0.147
Diagnosis:9ccs257:Ot aftercare:0.142
Diagnosis:9ccs250:Nausea/vomit:0.140
Diagnosis:9ccs239:Superfic inj:0.124
Diagnosis:9ccs90:Eye infectn:0.122
Diagnosis:9ccs92:Otitis media:0.103
Diagnosis:9ccs198:Ot infl skin | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 237 | OR_unadj: 1.022 [0.735 1.419] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs200:Oth skin dx:0.160
Diagnosis:9ccs10:Immuniz/scrn:0.106
Diagnosis:9ccs7:Viral infect:0.101
Diagnosis:9ccs255:Social admin:0.089
Diagnosis:9ccs92:Otitis media:0.082
Diagnosis:9ccs257:Ot aftercare:0.081
Maternal Diagnosis:9ccs189:Prev c-sectn:0.070
Diagnosis:9ccs166:Oth male gen:0.064
Diagnosis:9ccs90:Eye infectn:0.062
Diagnosis:9ccs7:Viral infect | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 797 | OR_unadj: 0.878 [0.699 1.102] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.243
Diagnosis:9ccs257:Ot aftercare:0.225
Diagnosis:9ccs92:Otitis media:0.216
Diagnosis:9ccs200:Oth skin dx:0.216
Diagnosis:9ccs155:Other GI dx:0.202
Diagnosis:9ccs255:Social admin:0.189
Diagnosis:9ccs90:Eye infectn:0.180
Diagnosis:9ccs135:Intest infct:0.168
Diagnosis:9ccs133:Oth low resp:0.149
Diagnosis:9ccs96:Hrt valve dx | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 159 | OR_unadj: 1.256 [0.863 1.827] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.079
Maternal Diagnosis:9ccs183:HTN in preg:0.073
Diagnosis:9ccs257:Ot aftercare:0.072
Maternal Diagnosis:9ccs181:Ot preg comp:0.070
Maternal Diagnosis:9ccs168:PID:0.063
Maternal Lab History: AST-otherPregnancy:0.061
Diagnosis:9ccs255:Social admin:0.052
Maternal Lab History: GLOBULIN-postPregnancy:0.050
Maternal Lab History: A/G-postPregnancy:-0.049
Diagnosis:9ccs137:Mouth dx | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 89 | OR_unadj: 0.765 [0.440 1.331] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs200:Oth skin dx:0.105
Diagnosis:9ccs239:Superfic inj:0.094
Diagnosis:9ccs7:Viral infect:0.091
Diagnosis:9ccs136:Teeth dx:0.085
Diagnosis:9ccs257:Ot aftercare:0.085
Diagnosis:9ccs10:Immuniz/scrn:0.077
Diagnosis:9ccs59:Anemia:0.075
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.072
Diagnosis:9ccs135:Intest infct:0.071
Diagnosis:9ccs239:Superfic inj | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 165 | OR_unadj: 0.910 [0.613 1.351] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Diagnosis:9ccs200:Oth skin dx:0.169
Diagnosis:9ccs7:Viral infect:0.129
Diagnosis:9ccs155:Other GI dx:0.129
Diagnosis:9ccs133:Oth low resp:0.124
Diagnosis:9ccs10:Immuniz/scrn:0.103
Diagnosis:9ccs257:Ot aftercare:0.095
Diagnosis:9ccs137:Mouth dx:0.094
Diagnosis:9ccs58:Ot nutrit dx:0.093
Diagnosis:9ccs151:Oth liver dx:0.080
* Diagnosis:9ccs128:Asthma | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 202 | OR_unadj: 1.499 [1.080 2.082] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs122:Pneumonia:0.304
Diagnosis:9ccs92:Otitis media:0.232
Diagnosis:9ccs257:Ot aftercare:0.189
Diagnosis:9ccs133:Oth low resp:0.170
Diagnosis:9ccs7:Viral infect:0.137
Diagnosis:9ccs143:Abdom hernia:0.103
Diagnosis:9ccs200:Oth skin dx:0.101
Diagnosis:9ccs135:Intest infct:0.100
Diagnosis:9ccs155:Other GI dx:0.094
Diagnosis:9ccs113:Late eff CVD | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 169 | OR_unadj: 1.068 [0.732 1.557] | indivs AUC:0.470
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs94:Other ear dx:0.198
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs92:Otitis media:0.074
Diagnosis:9ccs255:Social admin:0.073
Diagnosis:9ccs133:Oth low resp:0.058
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.052
Maternal Lab History: POTASSIUM-otherPregnancy:0.045
Diagnosis:9ccs122:Pneumonia:0.043
Diagnosis:9ccs165:Inf male gen:-0.043
Diagnosis:9ccs134:Ot uppr resp | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 167 | OR_unadj: 0.755 [0.500 1.141] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Diagnosis:9ccs90:Eye infectn:0.115
Diagnosis:9ccs133:Oth low resp:0.100
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs128:Asthma:0.084
Diagnosis:9ccs155:Other GI dx:0.082
Diagnosis:9ccs94:Other ear dx:0.074
Diagnosis:9ccs255:Social admin:0.073
Diagnosis:9ccs58:Ot nutrit dx:0.071
Diagnosis:9ccs10:Immuniz/scrn:0.069
Diagnosis:9ccs155:Other GI dx | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 466 | OR_unadj: 0.954 [0.738 1.234] | indivs AUC:0.463
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Diagnosis:9ccs7:Viral infect:0.202
Diagnosis:9ccs133:Oth low resp:0.172
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs10:Immuniz/scrn:0.146
Diagnosis:9ccs58:Ot nutrit dx:0.133
Diagnosis:9ccs90:Eye infectn:0.131
Diagnosis:9ccs92:Otitis media:0.131
Diagnosis:9ccs135:Intest infct:0.131
Diagnosis:9ccs135:Intest infct | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 470 | OR_unadj: 1.188 [0.925 1.525] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Diagnosis:9ccs257:Ot aftercare:0.171
Diagnosis:9ccs7:Viral infect:0.168
Diagnosis:9ccs92:Otitis media:0.154
Diagnosis:9ccs10:Immuniz/scrn:0.145
Diagnosis:9ccs255:Social admin:0.136
Diagnosis:9ccs155:Other GI dx:0.131
Diagnosis:9ccs90:Eye infectn:0.131
Diagnosis:9ccs122:Pneumonia:0.128
Diagnosis:9ccs128:Asthma:0.100
Diagnosis:9ccs250:Nausea/vomit | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 89 | OR_unadj: 1.171 [0.713 1.922] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs133:Oth low resp:0.140
Diagnosis:9ccs155:Other GI dx:0.125
Diagnosis:9ccs257:Ot aftercare:0.111
Diagnosis:9ccs165:Inf male gen:0.089
Diagnosis:9ccs200:Oth skin dx:0.082
Maternal Lab History: MONOS-postPregnancy:-0.073
Diagnosis:9ccs92:Otitis media:0.070
Diagnosis:9ccs151:Oth liver dx:0.065
Diagnosis:9ccs136:Teeth dx:0.065
Diagnosis:9ccs94:Other ear dx | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 166 | OR_unadj: 1.404 [0.979 2.013] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Diagnosis:9ccs113:Late eff CVD:0.198
Diagnosis:9ccs92:Otitis media:0.119
Diagnosis:9ccs7:Viral infect:0.080
Diagnosis:9ccs257:Ot aftercare:0.078
Diagnosis:9ccs134:Ot uppr resp:0.074
Diagnosis:9ccs133:Oth low resp:0.072
Diagnosis:9ccs128:Asthma:0.072
Diagnosis:9ccs10:Immuniz/scrn:0.068
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.068
Diagnosis:9ccs136:Teeth dx | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 128 | OR_unadj: 1.484 [0.995 2.214] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs7:Viral infect:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.105
Diagnosis:9ccs155:Other GI dx:0.094
Diagnosis:9ccs137:Mouth dx:0.085
Diagnosis:9ccs200:Oth skin dx:0.082
Diagnosis:9ccs239:Superfic inj:0.075
Diagnosis:9ccs92:Otitis media:0.067
Diagnosis:9ccs134:Ot uppr resp:0.066
Diagnosis:9ccs250:Nausea/vomit:0.065
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 107 | OR_unadj: 1.091 [0.565 2.105] | indivs AUC:0.519
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Maternal Lab History: GLOBULIN-postPregnancy:0.067
Maternal Procedure History:86580-otherPregnancy:0.050
Diagnosis:9ccs224:Ot perint dx:0.041
Maternal Diagnosis:9ccs195:Ot compl bir:-0.041
Maternal Lab History: UREA NITROGEN-postPregnancy:0.036
Diagnosis:9ccs134:Ot uppr resp:-0.035
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.035
Diagnosis:9ccs250:Nausea/vomit:-0.035
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.034
Diagnosis:9ccs59:Anemia | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 182 | OR_unadj: 1.032 [0.714 1.490] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.085
Diagnosis:9ccs255:Social admin:0.076
Diagnosis:9ccs137:Mouth dx:0.075
Diagnosis:9ccs4:Mycoses:0.074
Maternal Diagnosis:9ccs187:Malposition:-0.069
Diagnosis:9ccs257:Ot aftercare:0.066
Diagnosis:9ccs90:Eye infectn:0.064
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.062
Diagnosis:9ccs7:Viral infect:0.061
Diagnosis:9ccs200:Oth skin dx | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 507 | OR_unadj: 0.895 [0.695 1.152] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs239:Superfic inj:0.169
Diagnosis:9ccs155:Other GI dx:0.168
Diagnosis:9ccs198:Ot infl skin:0.160
Diagnosis:9ccs10:Immuniz/scrn:0.148
Diagnosis:9ccs133:Oth low resp:0.147
Diagnosis:9ccs4:Mycoses:0.133
Diagnosis:9ccs255:Social admin:0.132
Diagnosis:9ccs257:Ot aftercare:0.122
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 184 | OR_unadj: 1.088 [0.758 1.563] | indivs AUC:0.533
Correlated most with:
Maternal Lab History: WBC-otherPregnancy:0.076
Diagnosis:9ccs143:Abdom hernia:0.062
Maternal Diagnosis:9ccs185:Long pregncy:0.061
MatDeliveryAge:-0.057
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.054
Maternal Lab History: ALT-otherPregnancy:0.054
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.053
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.053
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.052
Maternal Lab History: AST-otherPregnancy:0.050
Diagnosis:9ccs92:Otitis media | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.003] | occ: 817 | OR_unadj: 1.012 [0.807 1.269] | indivs AUC:0.546
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs257:Ot aftercare:0.273
Diagnosis:9ccs128:Asthma:0.232
Diagnosis:9ccs7:Viral infect:0.216
Diagnosis:9ccs255:Social admin:0.205
Diagnosis:9ccs90:Eye infectn:0.204
Diagnosis:9ccs10:Immuniz/scrn:0.200
Diagnosis:9ccs122:Pneumonia:0.169
Diagnosis:9ccs135:Intest infct:0.154
Diagnosis:9ccs4:Mycoses:0.150
Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1428 | OR_unadj: 0.961 [0.720 1.284] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.472
Diagnosis:9ccs7:Viral infect:0.243
Diagnosis:9ccs257:Ot aftercare:0.212
Diagnosis:9ccs92:Otitis media:0.200
Diagnosis:9ccs90:Eye infectn:0.151
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.149
Diagnosis:9ccs200:Oth skin dx:0.148
Diagnosis:9ccs155:Other GI dx:0.146
Diagnosis:9ccs135:Intest infct:0.145
Diagnosis:9ccs4:Mycoses | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 182 | OR_unadj: 1.068 [0.742 1.539] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs200:Oth skin dx:0.133
Diagnosis:9ccs7:Viral infect:0.095
Diagnosis:9ccs155:Other GI dx:0.087
Diagnosis:9ccs257:Ot aftercare:0.081
Diagnosis:9ccs10:Immuniz/scrn:0.080
Diagnosis:9ccs90:Eye infectn:0.077
Diagnosis:9ccs255:Social admin:0.076
Diagnosis:9ccs59:Anemia:0.074
* Diagnosis:9ccs122:Pneumonia | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 170 | OR_unadj: 1.447 [1.015 2.063] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.304
Diagnosis:9ccs257:Ot aftercare:0.182
Diagnosis:9ccs92:Otitis media:0.169
Diagnosis:9ccs90:Eye infectn:0.129
Diagnosis:9ccs135:Intest infct:0.128
Diagnosis:9ccs7:Viral infect:0.122
Diagnosis:9ccs133:Oth low resp:0.096
Diagnosis:9ccs159:UTI:0.095
Diagnosis:9ccs255:Social admin:0.074
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 162 | OR_unadj: 1.954 [1.381 2.764] | indivs AUC:0.556
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs155:Other GI dx:0.133
Diagnosis:9ccs239:Superfic inj:0.093
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs200:Oth skin dx:0.087
Diagnosis:9ccs257:Ot aftercare:0.081
Diagnosis:9ccs255:Social admin:0.072
Diagnosis:9ccs134:Ot uppr resp:0.071
Diagnosis:9ccs10:Immuniz/scrn:0.071
Diagnosis:9ccs159:UTI | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 67 | OR_unadj: 1.420 [0.825 2.447] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs257:Ot aftercare:0.120
Diagnosis:9ccs122:Pneumonia:0.095
Diagnosis:9ccs165:Inf male gen:0.094
Diagnosis:9ccs92:Otitis media:0.088
Diagnosis:9ccs166:Oth male gen:0.086
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.073
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.072
Diagnosis:9ccs135:Intest infct:0.067
Diagnosis:9ccs7:Viral infect:0.063
Diagnosis:9ccs166:Oth male gen | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 92 | OR_unadj: 1.049 [0.636 1.730] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs166:Oth male gen:1.000
Diagnosis:9ccs165:Inf male gen:0.102
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs159:UTI:0.086
Diagnosis:9ccs133:Oth low resp:0.083
Diagnosis:9ccs200:Oth skin dx:0.075
Diagnosis:9ccs143:Abdom hernia:0.072
Diagnosis:9ccs198:Ot infl skin:0.064
Diagnosis:9ccs10:Immuniz/scrn:0.059
Diagnosis:9ccs255:Social admin:0.053
Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 783 | OR_unadj: 0.992 [0.790 1.245] | indivs AUC:0.544
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Diagnosis:9ccs92:Otitis media:0.273
Diagnosis:9ccs7:Viral infect:0.225
Diagnosis:9ccs10:Immuniz/scrn:0.212
Diagnosis:9ccs255:Social admin:0.197
Diagnosis:9ccs128:Asthma:0.189
Diagnosis:9ccs122:Pneumonia:0.182
Diagnosis:9ccs135:Intest infct:0.171
Diagnosis:9ccs155:Other GI dx:0.152
Diagnosis:9ccs90:Eye infectn:0.148
Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 79 | OR_unadj: 1.297 [0.777 2.164] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Newborn Diagnosis:9ccs222:Perint jaund:0.087
Diagnosis:9ccs155:Other GI dx:0.081
Diagnosis:9ccs200:Oth skin dx:0.074
Diagnosis:9ccs239:Superfic inj:0.071
Diagnosis:9ccs4:Mycoses:0.070
Diagnosis:9ccs10:Immuniz/scrn:0.068
Diagnosis:9ccs165:Inf male gen:0.065
Diagnosis:9ccs135:Intest infct:0.061
Diagnosis:9ccs134:Ot uppr resp:0.061
Diagnosis:9ccs165:Inf male gen | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 48 | OR_unadj: 1.473 [0.782 2.774] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs165:Inf male gen:1.000
Diagnosis:9ccs166:Oth male gen:0.102
Diagnosis:9ccs135:Intest infct:0.096
Diagnosis:9ccs159:UTI:0.094
Diagnosis:9ccs250:Nausea/vomit:0.089
Maternal Diagnosis:9ccs188:Pelvic obstr:0.086
Diagnosis:9ccs200:Oth skin dx:0.086
Diagnosis:9ccs92:Otitis media:0.081
Diagnosis:9ccs155:Other GI dx:0.081
Diagnosis:9ccs90:Eye infectn:0.079
Vital: HC Percentile-latest | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 49 | OR_unadj: 0.784 [0.264 2.329] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:0.193
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs10:Immuniz/scrn:0.188
Diagnosis:9ccs7:Viral infect:0.160
Diagnosis:9ccs128:Asthma:0.128
Diagnosis:9ccs135:Intest infct:0.113
Diagnosis:9ccs90:Eye infectn:0.110
Diagnosis:9ccs113:Late eff CVD:0.095
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.092
Maternal Lab History: GLOBULIN-postPregnancy:0.088
Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1667 | OR_unadj: 1.120 [0.650 1.932] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.472
Diagnosis:9ccs92:Otitis media:0.205
Diagnosis:9ccs257:Ot aftercare:0.197
Diagnosis:9ccs7:Viral infect:0.189
Diagnosis:9ccs135:Intest infct:0.136
Diagnosis:9ccs200:Oth skin dx:0.132
Diagnosis:9ccs90:Eye infectn:0.131
Diagnosis:9ccs155:Other GI dx:0.117
Diagnosis:9ccs198:Ot infl skin:0.089
Diagnosis:9ccs143:Abdom hernia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 68 | OR_unadj: 1.092 [0.616 1.935] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Diagnosis:9ccs128:Asthma:0.103
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs133:Oth low resp:0.073
Newborn Diagnosis:9ccs215:gu cong anom:0.072
Diagnosis:9ccs166:Oth male gen:0.072
Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.068
Diagnosis:9ccs239:Superfic inj:0.067
Diagnosis:9ccs151:Oth liver dx:0.064
Diagnosis:9ccs155:Other GI dx:0.060
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 50 | OR_unadj: 0.997 [0.506 1.966] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.104
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:-0.078
MatDeliveryAge:-0.076
Maternal Diagnosis:9ccs188:Pelvic obstr:0.071
Maternal Diagnosis:9ccs186:DM in preg:-0.069
Maternal Lab History: MCH-postPregnancy:-0.064
Diagnosis:9ccs128:Asthma:0.064
Diagnosis:9ccs136:Teeth dx:-0.064
Diagnosis:9ccs143:Abdom hernia:0.061
Diagnosis:9ccs151:Oth liver dx:-0.055
Vital : 0.704689792197
MatDeliveryAge : 0.0235794001414
Census : 0.184174547209
Diagnosis : 0.0830057032366
Lab : 0.00208475397661
Newborn Diagnosis : 0.00246580323881
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_index_lasso_fts_no_wt_bmi
Results saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_results_lasso_fts_no_wt_bmi
Models saved to: ../outputs_24_months_final_20180416/boys_24_months_obese_gradientboost_models_lasso_fts_no_wt_bmi.pkl
-----------------------------------------------------
girls no_min full lasso
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.987, R^2 test: -1.768 Bootstrap CV 6, alpha = 0.005, R^2 train: 0.858, R^2 test: -0.378 Bootstrap CV 6, alpha = 0.01, R^2 train: 0.729, R^2 test: -0.013 Bootstrap CV 6, alpha = 0.1, R^2 train: 0.266, R^2 test: 0.281 best alpha via bootstrap CV: 0.1 AUC Train: 0.793, Explained Variance Score Train: 0.266 AUC Validation: 0.770, Explained Variance Score Validation: 0.296 AUC Test: 0.805, Explained Variance Score Test: 0.281
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.982, R^2 test: -2.151 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.873, R^2 test: -0.564 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.750, R^2 test: -0.156 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.335, R^2 test: 0.308 best alpha via bootstrap CV: 0.1 AUC Train: 0.814, Explained Variance Score Train: 0.335 AUC Validation: 0.738, Explained Variance Score Validation: 0.307 AUC Test: 0.807, Explained Variance Score Test: 0.313 Bootstrap CV 1, alpha = 0.001, R^2 train: 0.982, R^2 test: -2.107 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.869, R^2 test: -0.109 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.797, R^2 test: 0.033 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.364, R^2 test: 0.287 best alpha via bootstrap CV: 0.1 AUC Train: 0.797, Explained Variance Score Train: 0.364 AUC Validation: 0.821, Explained Variance Score Validation: 0.279 AUC Test: 0.815, Explained Variance Score Test: 0.290
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.988, R^2 test: -1.430
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.893, R^2 test: -0.348
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.788, R^2 test: -0.031
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.429, R^2 test: 0.270
best alpha via bootstrap CV: 0.1
AUC Train: 0.820, Explained Variance Score Train: 0.429
AUC Validation: 0.698, Explained Variance Score Validation: 0.272
AUC Test: 0.804, Explained Variance Score Test: 0.272
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.975, R^2 test: -2.674
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.813, R^2 test: -0.405
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.685, R^2 test: -0.019
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.342, R^2 test: 0.283
best alpha via bootstrap CV: 0.1
AUC Train: 0.785, Explained Variance Score Train: 0.342
AUC Validation: 0.696, Explained Variance Score Validation: 0.213
AUC Test: 0.807, Explained Variance Score Test: 0.284
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.851
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.919, R^2 test: -0.188
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.823, R^2 test: -0.009
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.416, R^2 test: 0.295
best alpha via bootstrap CV: 0.1
AUC Train: 0.828, Explained Variance Score Train: 0.416
AUC Validation: 0.818, Explained Variance Score Validation: 0.323
AUC Test: 0.811, Explained Variance Score Test: 0.295
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.991, R^2 test: -1.352
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.914, R^2 test: -0.571
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.798, R^2 test: -0.089
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.370, R^2 test: 0.278
best alpha via bootstrap CV: 0.1
AUC Train: 0.842, Explained Variance Score Train: 0.370
AUC Validation: 0.761, Explained Variance Score Validation: 0.299
AUC Test: 0.786, Explained Variance Score Test: 0.278
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.984, R^2 test: -2.660
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.869, R^2 test: -0.462
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.767, R^2 test: -0.096
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.290, R^2 test: 0.292
best alpha via bootstrap CV: 0.1
AUC Train: 0.847, Explained Variance Score Train: 0.290
AUC Validation: 0.752, Explained Variance Score Validation: 0.281
AUC Test: 0.818, Explained Variance Score Test: 0.293
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.991, R^2 test: -1.144
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.901, R^2 test: -0.291
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.791, R^2 test: 0.038
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.326, R^2 test: 0.279
best alpha via bootstrap CV: 0.1
AUC Train: 0.775, Explained Variance Score Train: 0.326
AUC Validation: 0.744, Explained Variance Score Validation: 0.279
AUC Test: 0.798, Explained Variance Score Test: 0.281
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.839
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.885, R^2 test: -0.179
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.779, R^2 test: -0.052
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.236, R^2 test: 0.255
best alpha via bootstrap CV: 0.1
AUC Train: 0.670, Explained Variance Score Train: 0.236
AUC Validation: 0.797, Explained Variance Score Validation: 0.276
AUC Test: 0.803, Explained Variance Score Test: 0.256
total variables 19171 and total subjects: 1698
->AUC validation: 0.760 95% CI: [0.734 , 0.785]
->AUC test: 0.805 95% CI: [0.800 , 0.811]
->Explained Variance (R2) validation: 0.282 95% CI: [0.265 , 0.300]
->Explained Variance (R2) test: 0.284 95% CI: [0.275 , 0.293]
Test set metrics:
@threshold:0.994, sens:0.000, spec:1.000, ppv:0.000, acc:0.861, f1:0.000, total+:0, total-:339
@threshold:0.859, sens:0.021, spec:1.000, ppv:1.000, acc:0.864, f1:0.042, total+:1, total-:338
@threshold:0.839, sens:0.043, spec:0.997, ppv:0.667, acc:0.864, f1:0.080, total+:3, total-:336
@threshold:0.777, sens:0.106, spec:0.993, ppv:0.714, acc:0.870, f1:0.185, total+:7, total-:332
@threshold:0.742, sens:0.128, spec:0.993, ppv:0.750, acc:0.873, f1:0.218, total+:8, total-:331
@threshold:0.599, sens:0.149, spec:0.990, ppv:0.700, acc:0.873, f1:0.246, total+:10, total-:329
@threshold:0.584, sens:0.170, spec:0.990, ppv:0.727, acc:0.876, f1:0.276, total+:11, total-:328
@threshold:0.554, sens:0.213, spec:0.986, ppv:0.714, acc:0.879, f1:0.328, total+:14, total-:325
@threshold:0.538, sens:0.234, spec:0.983, ppv:0.688, acc:0.879, f1:0.349, total+:16, total-:323
@threshold:0.533, sens:0.234, spec:0.979, ppv:0.647, acc:0.876, f1:0.344, total+:17, total-:322
@threshold:0.523, sens:0.255, spec:0.979, ppv:0.667, acc:0.879, f1:0.369, total+:18, total-:321
@threshold:0.517, sens:0.255, spec:0.976, ppv:0.632, acc:0.876, f1:0.364, total+:19, total-:320
@threshold:0.502, sens:0.277, spec:0.969, ppv:0.591, acc:0.873, f1:0.377, total+:22, total-:317
@threshold:0.495, sens:0.298, spec:0.966, ppv:0.583, acc:0.873, f1:0.394, total+:24, total-:315
@threshold:0.404, sens:0.319, spec:0.932, ppv:0.429, acc:0.847, f1:0.366, total+:35, total-:304
@threshold:0.398, sens:0.319, spec:0.928, ppv:0.417, acc:0.844, f1:0.361, total+:36, total-:303
@threshold:0.389, sens:0.340, spec:0.925, ppv:0.421, acc:0.844, f1:0.376, total+:38, total-:301
@threshold:0.374, sens:0.340, spec:0.921, ppv:0.410, acc:0.841, f1:0.372, total+:39, total-:300
@threshold:0.372, sens:0.362, spec:0.921, ppv:0.425, acc:0.844, f1:0.391, total+:40, total-:299
@threshold:0.367, sens:0.362, spec:0.918, ppv:0.415, acc:0.841, f1:0.386, total+:41, total-:298
@threshold:0.357, sens:0.383, spec:0.914, ppv:0.419, acc:0.841, f1:0.400, total+:43, total-:296
@threshold:0.357, sens:0.383, spec:0.911, ppv:0.409, acc:0.838, f1:0.396, total+:44, total-:295
@threshold:0.323, sens:0.404, spec:0.884, ppv:0.358, acc:0.817, f1:0.380, total+:53, total-:286
@threshold:0.322, sens:0.404, spec:0.880, ppv:0.352, acc:0.814, f1:0.376, total+:54, total-:285
@threshold:0.318, sens:0.426, spec:0.880, ppv:0.364, acc:0.817, f1:0.392, total+:55, total-:284
@threshold:0.309, sens:0.426, spec:0.877, ppv:0.357, acc:0.814, f1:0.388, total+:56, total-:283
@threshold:0.303, sens:0.447, spec:0.873, ppv:0.362, acc:0.814, f1:0.400, total+:58, total-:281
@threshold:0.299, sens:0.468, spec:0.870, ppv:0.367, acc:0.814, f1:0.411, total+:60, total-:279
@threshold:0.291, sens:0.489, spec:0.870, ppv:0.377, acc:0.817, f1:0.426, total+:61, total-:278
@threshold:0.268, sens:0.511, spec:0.866, ppv:0.381, acc:0.817, f1:0.436, total+:63, total-:276
@threshold:0.246, sens:0.532, spec:0.856, ppv:0.373, acc:0.811, f1:0.439, total+:67, total-:272
@threshold:0.241, sens:0.553, spec:0.853, ppv:0.377, acc:0.811, f1:0.448, total+:69, total-:270
@threshold:0.238, sens:0.574, spec:0.846, ppv:0.375, acc:0.808, f1:0.454, total+:72, total-:267
@threshold:0.236, sens:0.574, spec:0.842, ppv:0.370, acc:0.805, f1:0.450, total+:73, total-:266
@threshold:0.220, sens:0.596, spec:0.839, ppv:0.373, acc:0.805, f1:0.459, total+:75, total-:264
@threshold:0.216, sens:0.596, spec:0.836, ppv:0.368, acc:0.802, f1:0.455, total+:76, total-:263
@threshold:0.211, sens:0.617, spec:0.832, ppv:0.372, acc:0.802, f1:0.464, total+:78, total-:261
@threshold:0.210, sens:0.617, spec:0.829, ppv:0.367, acc:0.799, f1:0.460, total+:79, total-:260
@threshold:0.154, sens:0.638, spec:0.784, ppv:0.323, acc:0.764, f1:0.429, total+:93, total-:246
@threshold:0.141, sens:0.638, spec:0.781, ppv:0.319, acc:0.761, f1:0.426, total+:94, total-:245
@threshold:0.136, sens:0.660, spec:0.777, ppv:0.323, acc:0.761, f1:0.434, total+:96, total-:243
@threshold:0.135, sens:0.660, spec:0.774, ppv:0.320, acc:0.758, f1:0.431, total+:97, total-:242
@threshold:0.122, sens:0.681, spec:0.753, ppv:0.308, acc:0.743, f1:0.424, total+:104, total-:235
@threshold:0.120, sens:0.681, spec:0.750, ppv:0.305, acc:0.740, f1:0.421, total+:105, total-:234
@threshold:0.095, sens:0.702, spec:0.719, ppv:0.287, acc:0.717, f1:0.407, total+:115, total-:224
@threshold:0.095, sens:0.702, spec:0.716, ppv:0.284, acc:0.714, f1:0.405, total+:116, total-:223
@threshold:0.087, sens:0.723, spec:0.705, ppv:0.283, acc:0.708, f1:0.407, total+:120, total-:219
@threshold:0.084, sens:0.723, spec:0.702, ppv:0.281, acc:0.705, f1:0.405, total+:121, total-:218
@threshold:0.016, sens:0.745, spec:0.647, ppv:0.254, acc:0.661, f1:0.378, total+:138, total-:201
@threshold:0.006, sens:0.745, spec:0.644, ppv:0.252, acc:0.658, f1:0.376, total+:139, total-:200
@threshold:-0.009, sens:0.766, spec:0.630, ppv:0.250, acc:0.649, f1:0.377, total+:144, total-:195
@threshold:-0.012, sens:0.766, spec:0.627, ppv:0.248, acc:0.646, f1:0.375, total+:145, total-:194
@threshold:-0.034, sens:0.787, spec:0.599, ppv:0.240, acc:0.625, f1:0.368, total+:154, total-:185
@threshold:-0.036, sens:0.787, spec:0.596, ppv:0.239, acc:0.622, f1:0.366, total+:155, total-:184
@threshold:-0.044, sens:0.894, spec:0.562, ppv:0.247, acc:0.608, f1:0.387, total+:170, total-:169
@threshold:-0.044, sens:0.894, spec:0.558, ppv:0.246, acc:0.605, f1:0.385, total+:171, total-:168
@threshold:-0.055, sens:0.915, spec:0.541, ppv:0.243, acc:0.593, f1:0.384, total+:177, total-:162
@threshold:-0.058, sens:0.915, spec:0.538, ppv:0.242, acc:0.590, f1:0.382, total+:178, total-:161
@threshold:-0.106, sens:0.936, spec:0.479, ppv:0.224, acc:0.543, f1:0.362, total+:196, total-:143
@threshold:-0.109, sens:0.936, spec:0.476, ppv:0.223, acc:0.540, f1:0.361, total+:197, total-:142
@threshold:-0.163, sens:0.957, spec:0.390, ppv:0.202, acc:0.469, f1:0.333, total+:223, total-:116
@threshold:-0.165, sens:0.957, spec:0.387, ppv:0.201, acc:0.466, f1:0.332, total+:224, total-:115
@threshold:-0.657, sens:0.979, spec:0.045, ppv:0.142, acc:0.174, f1:0.247, total+:325, total-:14
@threshold:-0.664, sens:0.979, spec:0.041, ppv:0.141, acc:0.171, f1:0.247, total+:326, total-:13
@threshold:-0.890, sens:1.000, spec:0.003, ppv:0.139, acc:0.142, f1:0.244, total+:338, total-:1
* Vital: Wt for Length ZScore-latest | coef 0.188 95% CI: [0.132 , 0.244] | OR_adj 1.206 [1.141 1.276] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.789
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.101
Diagnosis:9ccs126:Ot up rsp in:0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.082
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.076
Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:-0.074
Maternal Diagnosis:9ccs139:Gasduo ulcer:-0.073
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.072
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
* Vital: Wt for Length ZScore-avg16to19 | coef 0.087 95% CI: [0.051 , 0.123] | OR_adj 1.091 [1.053 1.131] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.729
Correlated most with:
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.087
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082
Maternal Procedure History:J1055-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.076
Maternal Diagnosis:9ccs163:Other GU dx:-0.076
Diagnosis:9ccs48:Thyroid dsor:-0.074
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.073
Diagnosis:9ccs87:Retinal dx:-0.073
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
* Vital: BMI-avg19to24 | coef 0.056 95% CI: [0.024 , 0.088] | OR_adj 1.057 [1.024 1.092] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.786
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.083
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.077
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.077
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.077
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.074
* Vital: BMI-latest | coef 0.047 95% CI: [-0.010 , 0.105] | OR_adj 1.048 [0.990 1.110] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.799
Correlated most with:
Diagnosis:9ccs221:Resp distres:-0.116
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.107
Maternal Lab History: 2 HOUR-postPregnancy:0.100
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.093
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.086
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.082
Maternal Procedure History:99211-otherPregnancy:0.080
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.078
Diagnosis:9ccs58:Ot nutrit dx:0.077
* Vital: Wt-avg19to24 | coef 0.039 95% CI: [-0.003 , 0.082] | OR_adj 1.040 [0.997 1.086] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.762
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.098
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 1 HOUR-otherPregnancy:0.092
Maternal Lab History: 2 HOUR-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.075
Maternal Diagnosis:9ccs200:Oth skin dx:0.071
* Vital: Wt for Length ZScore-avg19to24 | coef 0.023 95% CI: [0.001 , 0.044] | OR_adj 1.023 [1.001 1.045] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.780
Correlated most with:
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.102
Diagnosis:9ccs48:Thyroid dsor:-0.091
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.091
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.085
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.079
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.079
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.079
* Vital: Wt for Length ZScore-avg1to3 | coef 0.021 95% CI: [-0.001 , 0.043] | OR_adj 1.021 [0.999 1.044] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.611
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.104
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.088
Maternal Lab History: URINE CULTURE-otherPregnancy:-0.083
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.083
Diagnosis:9ccs259:Unclassified:-0.078
Maternal Diagnosis:9ccs47:Ot bnign neo:0.078
Newborn Diagnosis:9ccs59:Anemia:-0.078
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.078
Maternal Diagnosis:9ccs5:HIV infectn:0.078
Maternal Diagnosis:9ccs189:Prev c-sectn:0.074
Number of Visits | coef -0.018 95% CI: [-0.041 , 0.005] | OR_adj 0.982 [0.960 1.005] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.477
Correlated most with:
Number of Visits:1.000
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.306
Diagnosis:9ccs92:Otitis media:0.296
Diagnosis:9ccs155:Other GI dx:0.246
Diagnosis:9ccs255:Social admin:0.240
Diagnosis:9ccs257:Ot aftercare:0.231
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs135:Intest infct:0.206
Diagnosis:9ccs128:Asthma:0.184
* Vital: Wt for Len Percentile-avg7to10 | coef 0.013 95% CI: [-0.006 , 0.032] | OR_adj 1.013 [0.994 1.032] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.652
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.074
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.072
Maternal Procedure History:J1055-postPregnancy:-0.072
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.071
Diagnosis:9ccs125:Bronchitis:0.070
Maternal Procedure History:93005-postPregnancy:-0.069
Maternal Diagnosis:9ccs163:Other GU dx:-0.067
Maternal Diagnosis:9ccs198:Ot infl skin:0.066
* Vital: Wt Change-avg19to24 | coef 0.012 95% CI: [-0.003 , 0.026] | OR_adj 1.012 [0.997 1.026] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.575
Correlated most with:
Number of Visits:-0.161
Diagnosis:9ccs92:Otitis media:-0.142
Diagnosis:9ccs126:Ot up rsp in:-0.126
Maternal Procedure History:97014-postPregnancy:-0.105
Diagnosis:9ccs133:Oth low resp:-0.099
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.097
Maternal Lab History: OXACILLIN-postPregnancy:0.091
Maternal Lab History: PH-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:-0.085
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.084
* Vital: Wt-avg16to19 | coef 0.011 95% CI: [-0.009 , 0.030] | OR_adj 1.011 [0.991 1.031] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.732
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs122:Pneumonia:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.086
Maternal Diagnosis:9ccs200:Oth skin dx:0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.081
Diagnosis:9ccs87:Retinal dx:-0.073
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.072
Maternal Lab History: 2 HOUR-postPregnancy:0.070
Diagnosis:9ccs48:Thyroid dsor:-0.070
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.010 95% CI: [-0.002 , 0.022] | OR_adj 1.010 [0.998 1.022] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.510
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153
* Vital: Wt-latest | coef 0.009 95% CI: [-0.001 , 0.019] | OR_adj 1.009 [0.999 1.019] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.767
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.281
Diagnosis:9ccs10:Immuniz/scrn:0.260
Number of Visits:0.240
Diagnosis:9ccs92:Otitis media:0.212
Diagnosis:9ccs7:Viral infect:0.178
Diagnosis:9ccs257:Ot aftercare:0.155
Diagnosis:9ccs135:Intest infct:0.138
Diagnosis:9ccs90:Eye infectn:0.129
Maternal Procedure History:36415-otherPregnancy:-0.110
Diagnosis:9ccs125:Bronchitis:0.109
* Vital: BMI-avg7to10 | coef 0.009 95% CI: [-0.008 , 0.025] | OR_adj 1.009 [0.992 1.026] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.667
Correlated most with:
Diagnosis:9ccs120:Hemmorhoids:0.117
Maternal Procedure History:90472-postPregnancy:0.103
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.097
Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:0.086
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Maternal Procedure History:81025-postPregnancy:0.084
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.083
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.082
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.080
Maternal Procedure History:93005-postPregnancy:-0.078
* Vital: Wt for Length ZScore-avg3to5 | coef 0.008 95% CI: [-0.006 , 0.022] | OR_adj 1.008 [0.994 1.023] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.609
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106
Maternal Lab History: INHMOM-postPregnancy:0.089
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.089
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.085
Maternal Lab History: INHMOM-otherPregnancy:-0.084
Maternal Diagnosis:10ccs159:UTI-postPregnancy:-0.080
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.078
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.078
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.077
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.077
* Vital: BMI-gain7to13 | coef -0.008 95% CI: [-0.022 , 0.007] | OR_adj 0.992 [0.978 1.007] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.569
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:0.117
Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.096
Maternal Diagnosis:9ccs69:Affective dx:-0.083
Maternal Procedure History:86580-postPregnancy:-0.079
Maternal Diagnosis:9ccs126:Ot up rsp in:0.078
Diagnosis:9ccs5:HIV infectn:-0.075
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:-0.074
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.068
Diagnosis:9ccs10:Immuniz/scrn:-0.068
Diagnosis:9ccs16:Liver/ibd ca:0.068
* Vital: Wt-gain0to24 | coef 0.007 95% CI: [-0.006 , 0.021] | OR_adj 1.007 [0.994 1.021] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.760
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.100
Maternal Lab History: 1 HOUR-otherPregnancy:0.093
Maternal Lab History: 2 HOUR-postPregnancy:0.091
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.076
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.075
Maternal Lab History: 2 HOUR-otherPregnancy:0.072
* Vital: Wt-avg5to7 | coef 0.007 95% CI: [-0.006 , 0.020] | OR_adj 1.007 [0.994 1.020] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.607
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.190
Maternal Diagnosis:9ccs184:Early labor:-0.126
Diagnosis:9ccs238:Complic proc:-0.108
Newborn Diagnosis:9ccs221:Resp distres:-0.103
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.087
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.087
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.084
Newborn Diagnosis:9ccs59:Anemia:-0.084
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.007 95% CI: [-0.006 , 0.020] | OR_adj 1.007 [0.994 1.020] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.512
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.380
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.218
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.217
Vital: Wt for Length ZScore-gain5to10 | coef -0.006 95% CI: [-0.018 , 0.006] | OR_adj 0.994 [0.982 1.006] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.554
Correlated most with:
Maternal Lab History: PROGESTERONE-otherPregnancy:0.125
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.107
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.093
Maternal Lab History: INHMOM-postPregnancy:-0.085
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.081
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.080
Maternal Diagnosis:9ccs98:HTN:-0.079
Maternal Procedure History:96372-otherPregnancy:-0.075
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.074
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.074
* Vital: BMI-avg13to16 | coef 0.006 95% CI: [-0.001 , 0.014] | OR_adj 1.006 [0.999 1.014] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.743
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.092
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.086
Diagnosis:9ccs125:Bronchitis:0.085
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.075
Diagnosis:9ccs5:HIV infectn:0.074
Maternal Diagnosis:9ccs122:Pneumonia:0.072
Maternal Lab History: 3 HOUR-otherPregnancy:0.070
* Vital: BMI-gain0to24 | coef 0.006 95% CI: [-0.005 , 0.016] | OR_adj 1.006 [0.995 1.016] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.771
Correlated most with:
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085
Diagnosis:9ccs259:Unclassified:-0.084
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.079
Maternal Lab History: CHLORIDE-otherPregnancy:0.073
Maternal Procedure History:99211-otherPregnancy:0.071
* Vital: Wt for Len Percentile-avg19to24 | coef 0.005 95% CI: [-0.005 , 0.015] | OR_adj 1.005 [0.995 1.015] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.783
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.081
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
Vital: Temp-latest | coef 0.005 95% CI: [-0.003 , 0.013] | OR_adj 1.005 [0.997 1.013] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.593
Correlated most with:
Maternal Diagnosis:10ccs159:UTI-postPregnancy:0.115
Diagnosis:9ccs70:Schizo/rl dx:0.115
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.090
Lab:294495 LEAD, BLOOD - LMC:0.090
Diagnosis:9ccs154:Gastroent:-0.089
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.079
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.079
Maternal Lab History: INHMOM-postPregnancy:0.078
Maternal Lab History: AST-otherPregnancy:0.075
Maternal Diagnosis:9ccs181:Ot preg comp:0.070
* Vital: Wt for Len Percentile-avg16to19 | coef 0.005 95% CI: [-0.001 , 0.011] | OR_adj 1.005 [0.999 1.011] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.732
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs163:Other GU dx:-0.084
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.081
Maternal Procedure History:J1055-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.073
Diagnosis:9ccs234:Crush injury:0.072
Maternal Lab History: PH-otherPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs92:Otitis media:0.068
* Vital: Wt for Len Percentile-gain0to24 | coef 0.004 95% CI: [-0.004 , 0.013] | OR_adj 1.004 [0.996 1.013] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.771
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.085
Diagnosis:9ccs259:Unclassified:-0.084
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.067
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.065
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.065
* Vital: Wt-gain7to13 | coef -0.004 95% CI: [-0.010 , 0.001] | OR_adj 0.996 [0.990 1.001] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.588
Correlated most with:
Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.108
Maternal Procedure History:86580-postPregnancy:-0.082
Maternal Diagnosis:9ccs200:Oth skin dx:0.081
Diagnosis:9ccs5:HIV infectn:-0.077
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:-0.077
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.075
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.073
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.070
Maternal Lab History: WBC-postPregnancy:-0.070
Newborn Diagnosis:9ccs143:Abdom hernia:0.067
* Vital: Wt for Length ZScore-avg7to10 | coef 0.004 95% CI: [-0.003 , 0.011] | OR_adj 1.004 [0.997 1.011] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.688
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.093
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084
Maternal Procedure History:93005-postPregnancy:-0.080
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076
Maternal Diagnosis:9ccs198:Ot infl skin:0.076
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.076
Newborn Diagnosis:9ccs59:Anemia:-0.076
Maternal Procedure History:81025-postPregnancy:0.074
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.074
* Vital: Wt for Len Percentile-avg10to13 | coef 0.004 95% CI: [-0.003 , 0.010] | OR_adj 1.004 [0.997 1.010] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.762
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.096
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Diagnosis:9ccs125:Bronchitis:0.079
Maternal Lab History: 1 HOUR-otherPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.074
Diagnosis:9ccs10:Immuniz/scrn:-0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.070
Maternal Lab History: 3 HOUR-otherPregnancy:0.068
Vital: Ht-gain16to24 | coef 0.003 95% CI: [-0.003 , 0.009] | OR_adj 1.003 [0.997 1.009] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.551
Correlated most with:
Maternal Lab History: PATIENT-postPregnancy:0.080
Maternal Lab History: APTT-postPregnancy:0.080
Maternal Diagnosis:9ccs189:Prev c-sectn:0.076
Maternal Lab History: HERPES II IgG-postPregnancy:-0.074
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.074
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.072
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.068
Diagnosis:9ccs4:Mycoses:-0.065
Newborn Diagnosis:9ccs133:Oth low resp:-0.063
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:-0.062
* Vital: Wt-avg10to13 | coef 0.003 95% CI: [-0.002 , 0.008] | OR_adj 1.003 [0.998 1.008] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.742
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.118
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.116
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.103
Newborn Diagnosis:9ccs219:Low birth wt:-0.094
Maternal Diagnosis:9ccs200:Oth skin dx:0.083
Diagnosis:9ccs219:Low birth wt:-0.083
Diagnosis:9ccs87:Retinal dx:-0.075
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.075
Maternal Lab History: 1 HOUR-otherPregnancy:0.074
Newborn Diagnosis:9ccs223:Birth trauma:0.074
* Vital: BMI-gain16to24 | coef 0.003 95% CI: [-0.002 , 0.008] | OR_adj 1.003 [0.998 1.008] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.572
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.074
Maternal Lab History: PATIENT-postPregnancy:0.072
Maternal Lab History: APTT-postPregnancy:0.072
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.069
Maternal Lab History: hCG MoM-postPregnancy:-0.069
Maternal Lab History: HERPES II IgG-postPregnancy:-0.069
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.066
Diagnosis:9ccs233:Intracrn inj:0.064
Maternal Diagnosis:9ccs46:Bnign ut neo-otherPregnancy:-0.064
* Vital: Wt for Length Zscore-avg10to13 | coef 0.002 95% CI: [-0.001 , 0.006] | OR_adj 1.002 [0.999 1.006] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.756
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.095
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.085
Newborn Diagnosis:9ccs59:Anemia:-0.085
Maternal Diagnosis:9ccs185:Long pregncy:0.079
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.073
Maternal Lab History: INHMOM-otherPregnancy:-0.072
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.071
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.071
Vital: Wt-gain10to16 | coef 0.002 95% CI: [-0.002 , 0.005] | OR_adj 1.002 [0.998 1.005] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.591
Correlated most with:
Diagnosis:9ccs5:HIV infectn:0.075
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.074
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.069
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.069
Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.068
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.068
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.067
Maternal Lab History: FREE T-4-otherPregnancy:-0.066
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.065
Diagnosis:9ccs52:Nutrit defic:0.064
Vital: Ht-gain0to3 | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.501
Correlated most with:
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.108
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.090
Newborn Diagnosis:9ccs143:Abdom hernia:-0.089
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:-0.087
Maternal Lab History: INR-otherPregnancy:-0.086
Maternal Diagnosis:9ccs3:Oth bact inf:-0.083
Diagnosis:9ccs16:Liver/ibd ca:0.082
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.082
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.082
Vital: Wt for Length ZScore-gain3to7 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.109
Maternal Lab History: T-3(Total)-otherPregnancy:0.103
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.086
Newborn Diagnosis:9ccs221:Resp distres:0.085
Maternal Diagnosis:10ccs159:UTI-postPregnancy:-0.084
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.082
Maternal Procedure History:81025-otherPregnancy:-0.082
Maternal Lab History: GFR Calculation-postPregnancy:-0.081
Maternal Lab History: GFR in African American-postPregnancy:-0.081
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.076
* Vital: Wt Percentile-latest | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.683
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.099
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Diagnosis:9ccs48:Thyroid dsor:-0.087
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.082
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.080
Newborn Diagnosis:9ccs5:HIV infectn:-0.079
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.079
Maternal Diagnosis:9ccs105:Conduction-postPregnancy:-0.075
Vital: Wt for Length ZScore-gain10to16 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.588
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:0.111
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:-0.087
Diagnosis:9ccs199:Ulcer skin:-0.083
Diagnosis:9ccs5:HIV infectn:-0.078
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.074
Maternal Diagnosis:9ccs237:Complic devi-otherPregnancy:-0.071
Diagnosis:9ccs120:Hemmorhoids:-0.071
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.070
Diagnosis:9ccs118:Phlebitis:0.069
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.068
Vital: Ht-gain3to7 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.534
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.088
Maternal Lab History: PROGESTERONE-otherPregnancy:0.083
Maternal Diagnosis:9ccs240:Burns-postPregnancy:-0.083
Diagnosis:9ccs236:Opn wnd extr:-0.083
Diagnosis:9ccs246:FUO:0.081
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.080
Maternal Procedure History:86580-postPregnancy:-0.073
Diagnosis:9ccs240:Burns:-0.071
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.069
Vital: HC-gain5to10 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.605
Correlated most with:
Maternal Procedure History:97140-postPregnancy:0.096
Maternal Diagnosis:9ccs200:Oth skin dx:-0.086
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.084
Lab:292495 LEAD LEVEL - Sunrise:0.079
Maternal Lab History: PTT-postPregnancy:-0.078
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.077
Maternal Lab History: CREATININE-postPregnancy:-0.076
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.073
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.069
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.068
* Vital: Wt-gain16to24 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.602
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.082
Maternal Lab History: hCG MoM-postPregnancy:-0.081
Maternal Lab History: PATIENT-postPregnancy:0.080
Maternal Lab History: APTT-postPregnancy:0.080
Maternal Lab History: HERPES II IgG-postPregnancy:-0.077
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076
Newborn Diagnosis:9ccs133:Oth low resp:-0.076
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.074
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.070
Maternal Procedure History:86703-postPregnancy:0.070
* Vital: Wt for Len Percentile-avg13to16 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.762
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Diagnosis:9ccs125:Bronchitis:0.082
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.072
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.071
Diagnosis:9ccs48:Thyroid dsor:-0.071
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.068
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.067
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:-0.066
Maternal Lab History: MPV-postPregnancy:0.066
Vital: Ht Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs0:No DX:0.102
Diagnosis:9ccs258:Other screen:-0.095
Maternal Procedure History:90772-postPregnancy:-0.087
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.087
Maternal Procedure History:90663-postPregnancy:0.083
Maternal Procedure History:90470-postPregnancy:0.083
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.083
Maternal Procedure History:J1055-postPregnancy:-0.082
Maternal Diagnosis:10ccs657-postPregnancy:0.081
Diagnosis:9ccs51:Ot endo dsor:-0.076
Vital: HC-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.633
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.252
Diagnosis:9ccs10:Immuniz/scrn:0.246
Diagnosis:9ccs92:Otitis media:0.214
Diagnosis:9ccs257:Ot aftercare:0.211
Number of Visits:0.162
Diagnosis:9ccs7:Viral infect:0.160
Diagnosis:9ccs125:Bronchitis:0.152
Diagnosis:9ccs135:Intest infct:0.150
Diagnosis:9ccs90:Eye infectn:0.137
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.111
* Vital: Wt for Len Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.601
Correlated most with:
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.070
Maternal Lab History: ANION GAP-otherPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.066
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.060
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.060
Diagnosis:9ccs222:Perint jaund:-0.059
Diagnosis:9ccs75:Hx mental dx:0.058
Maternal Diagnosis:9ccs200:Oth skin dx:0.057
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.057
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.057
Vital: Temp-avg0to1 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.099
Diagnosis:9ccs126:Ot up rsp in:0.092
Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:-0.078
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.074
Diagnosis:9ccs118:Phlebitis:0.071
Maternal Diagnosis:9ccs2603:E Codes: Fall-otherPregnancy:0.066
Maternal Procedure History:81025-postPregnancy:-0.065
Maternal Procedure History:J1055-postPregnancy:-0.065
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.064
Newborn Diagnosis:9ccs214:GI cong anom:-0.064
Vital: Wt for Len Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:0.105
Maternal Diagnosis:9ccs200:Oth skin dx:-0.097
Lab:292495 LEAD LEVEL - Sunrise:0.094
Maternal Diagnosis:9ccs184:Early labor:0.093
Maternal Diagnosis:9ccs198:Ot infl skin:0.085
Maternal Diagnosis:9ccs117:Ot circul dx:-0.083
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.078
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.075
Maternal Diagnosis:9ccs60:Acut p-h anm:0.073
* Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.789
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.101
Diagnosis:9ccs126:Ot up rsp in:0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.082
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.076
Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:-0.074
Maternal Diagnosis:9ccs139:Gasduo ulcer:-0.073
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.072
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Vital : 0.574724626838
Number of Visits : -0.0177158321988
Census : 0.0165356678047
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_index_no_min_full
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_results_no_min_full
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_models_no_min_full.pkl
-----------------------------------------------------
girls no_min full randomforest
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.103
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.871, R^2 test: 0.111
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.756, R^2 test: 0.126
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.688, R^2 test: 0.130
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.930, Explained Variance Score Train: 0.688
AUC Validation: 0.715, Explained Variance Score Validation: 0.255
AUC Test: 0.709, Explained Variance Score Test: 0.131
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.171
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.868, R^2 test: 0.176
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.760, R^2 test: 0.183
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.696, R^2 test: 0.184
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.966, Explained Variance Score Train: 0.696
AUC Validation: 0.840, Explained Variance Score Validation: 0.354
AUC Test: 0.749, Explained Variance Score Test: 0.195
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.156
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.843, R^2 test: 0.189
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.721, R^2 test: 0.191
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.657, R^2 test: 0.200
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.933, Explained Variance Score Train: 0.657
AUC Validation: 0.768, Explained Variance Score Validation: 0.311
AUC Test: 0.763, Explained Variance Score Test: 0.200
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.163
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.869, R^2 test: 0.165
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.742, R^2 test: 0.173
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.671, R^2 test: 0.162
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.963, Explained Variance Score Train: 0.742
AUC Validation: 0.805, Explained Variance Score Validation: 0.316
AUC Test: 0.765, Explained Variance Score Test: 0.173
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.902, R^2 test: 0.181
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.851, R^2 test: 0.182
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.724, R^2 test: 0.169
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.656, R^2 test: 0.170
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.991, Explained Variance Score Train: 0.851
AUC Validation: 0.752, Explained Variance Score Validation: 0.287
AUC Test: 0.734, Explained Variance Score Test: 0.186
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.103
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.884, R^2 test: 0.099
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.773, R^2 test: 0.109
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.708, R^2 test: 0.116
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.944, Explained Variance Score Train: 0.708
AUC Validation: 0.830, Explained Variance Score Validation: 0.286
AUC Test: 0.678, Explained Variance Score Test: 0.129
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.905, R^2 test: 0.138
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.855, R^2 test: 0.146
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.731, R^2 test: 0.162
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.660, R^2 test: 0.159
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.973, Explained Variance Score Train: 0.731
AUC Validation: 0.780, Explained Variance Score Validation: 0.307
AUC Test: 0.750, Explained Variance Score Test: 0.162
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.152
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.876, R^2 test: 0.149
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.768, R^2 test: 0.152
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.702, R^2 test: 0.153
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.970, Explained Variance Score Train: 0.768
AUC Validation: 0.588, Explained Variance Score Validation: 0.183
AUC Test: 0.726, Explained Variance Score Test: 0.161
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.895, R^2 test: 0.127
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.861, R^2 test: 0.125
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.722, R^2 test: 0.153
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.654, R^2 test: 0.157
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.945, Explained Variance Score Train: 0.654
AUC Validation: 0.873, Explained Variance Score Validation: 0.401
AUC Test: 0.737, Explained Variance Score Test: 0.157
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.925, R^2 test: 0.118
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.886, R^2 test: 0.128
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.748, R^2 test: 0.120
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.687, R^2 test: 0.130
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.976, Explained Variance Score Train: 0.886
AUC Validation: 0.736, Explained Variance Score Validation: -0.030
AUC Test: 0.736, Explained Variance Score Test: 0.133
total variables 19171 and total subjects: 1698
->AUC validation: 0.769 95% CI: [0.722 , 0.816]
->AUC test: 0.735 95% CI: [0.719 , 0.750]
->Explained Variance (R2) validation: 0.267 95% CI: [0.197 , 0.337]
->Explained Variance (R2) test: 0.163 95% CI: [0.147 , 0.178]
Test set metrics:
@threshold:2.577, sens:0.000, spec:1.000, ppv:0.000, acc:0.853, f1:0.000, total+:0, total-:339
@threshold:1.577, sens:0.000, spec:1.000, ppv:0.000, acc:0.853, f1:0.000, total+:0, total-:339
@threshold:1.303, sens:0.000, spec:0.990, ppv:0.000, acc:0.844, f1:0.000, total+:3, total-:336
@threshold:1.165, sens:0.040, spec:0.986, ppv:0.333, acc:0.847, f1:0.071, total+:6, total-:333
@threshold:1.093, sens:0.060, spec:0.983, ppv:0.375, acc:0.847, f1:0.103, total+:8, total-:331
@threshold:1.078, sens:0.060, spec:0.979, ppv:0.333, acc:0.844, f1:0.102, total+:9, total-:330
@threshold:1.055, sens:0.080, spec:0.979, ppv:0.400, acc:0.847, f1:0.133, total+:10, total-:329
@threshold:0.990, sens:0.080, spec:0.976, ppv:0.364, acc:0.844, f1:0.131, total+:11, total-:328
@threshold:0.973, sens:0.100, spec:0.972, ppv:0.385, acc:0.844, f1:0.159, total+:13, total-:326
@threshold:0.963, sens:0.100, spec:0.969, ppv:0.357, acc:0.841, f1:0.156, total+:14, total-:325
@threshold:0.926, sens:0.120, spec:0.962, ppv:0.353, acc:0.838, f1:0.179, total+:17, total-:322
@threshold:0.918, sens:0.120, spec:0.958, ppv:0.333, acc:0.835, f1:0.176, total+:18, total-:321
@threshold:0.894, sens:0.140, spec:0.958, ppv:0.368, acc:0.838, f1:0.203, total+:19, total-:320
@threshold:0.844, sens:0.200, spec:0.955, ppv:0.435, acc:0.844, f1:0.274, total+:23, total-:316
@threshold:0.816, sens:0.220, spec:0.945, ppv:0.407, acc:0.838, f1:0.286, total+:27, total-:312
@threshold:0.811, sens:0.240, spec:0.941, ppv:0.414, acc:0.838, f1:0.304, total+:29, total-:310
@threshold:0.796, sens:0.260, spec:0.938, ppv:0.419, acc:0.838, f1:0.321, total+:31, total-:308
@threshold:0.792, sens:0.280, spec:0.934, ppv:0.424, acc:0.838, f1:0.337, total+:33, total-:306
@threshold:0.758, sens:0.300, spec:0.927, ppv:0.417, acc:0.835, f1:0.349, total+:36, total-:303
@threshold:0.753, sens:0.300, spec:0.924, ppv:0.405, acc:0.832, f1:0.345, total+:37, total-:302
@threshold:0.752, sens:0.320, spec:0.924, ppv:0.421, acc:0.835, f1:0.364, total+:38, total-:301
@threshold:0.741, sens:0.320, spec:0.920, ppv:0.410, acc:0.832, f1:0.360, total+:39, total-:300
@threshold:0.734, sens:0.340, spec:0.917, ppv:0.415, acc:0.832, f1:0.374, total+:41, total-:298
@threshold:0.719, sens:0.340, spec:0.913, ppv:0.405, acc:0.829, f1:0.370, total+:42, total-:297
@threshold:0.719, sens:0.360, spec:0.913, ppv:0.419, acc:0.832, f1:0.387, total+:43, total-:296
@threshold:0.715, sens:0.360, spec:0.910, ppv:0.409, acc:0.829, f1:0.383, total+:44, total-:295
@threshold:0.706, sens:0.380, spec:0.907, ppv:0.413, acc:0.829, f1:0.396, total+:46, total-:293
@threshold:0.704, sens:0.380, spec:0.903, ppv:0.404, acc:0.826, f1:0.392, total+:47, total-:292
@threshold:0.692, sens:0.400, spec:0.900, ppv:0.408, acc:0.826, f1:0.404, total+:49, total-:290
@threshold:0.689, sens:0.400, spec:0.896, ppv:0.400, acc:0.823, f1:0.400, total+:50, total-:289
@threshold:0.683, sens:0.420, spec:0.893, ppv:0.404, acc:0.823, f1:0.412, total+:52, total-:287
@threshold:0.675, sens:0.420, spec:0.889, ppv:0.396, acc:0.820, f1:0.408, total+:53, total-:286
@threshold:0.669, sens:0.440, spec:0.889, ppv:0.407, acc:0.823, f1:0.423, total+:54, total-:285
@threshold:0.665, sens:0.460, spec:0.886, ppv:0.411, acc:0.823, f1:0.434, total+:56, total-:283
@threshold:0.663, sens:0.480, spec:0.886, ppv:0.421, acc:0.826, f1:0.449, total+:57, total-:282
@threshold:0.651, sens:0.480, spec:0.882, ppv:0.414, acc:0.823, f1:0.444, total+:58, total-:281
@threshold:0.647, sens:0.500, spec:0.882, ppv:0.424, acc:0.826, f1:0.459, total+:59, total-:280
@threshold:0.645, sens:0.500, spec:0.879, ppv:0.417, acc:0.823, f1:0.455, total+:60, total-:279
@threshold:0.622, sens:0.520, spec:0.875, ppv:0.419, acc:0.823, f1:0.464, total+:62, total-:277
@threshold:0.613, sens:0.520, spec:0.872, ppv:0.413, acc:0.820, f1:0.460, total+:63, total-:276
@threshold:0.579, sens:0.540, spec:0.837, ppv:0.365, acc:0.794, f1:0.435, total+:74, total-:265
@threshold:0.573, sens:0.540, spec:0.834, ppv:0.360, acc:0.791, f1:0.432, total+:75, total-:264
@threshold:0.532, sens:0.560, spec:0.803, ppv:0.329, acc:0.767, f1:0.415, total+:85, total-:254
@threshold:0.522, sens:0.560, spec:0.799, ppv:0.326, acc:0.764, f1:0.412, total+:86, total-:253
@threshold:0.515, sens:0.580, spec:0.799, ppv:0.333, acc:0.767, f1:0.423, total+:87, total-:252
@threshold:0.496, sens:0.600, spec:0.796, ppv:0.337, acc:0.767, f1:0.432, total+:89, total-:250
@threshold:0.436, sens:0.620, spec:0.754, ppv:0.304, acc:0.735, f1:0.408, total+:102, total-:237
@threshold:0.432, sens:0.620, spec:0.751, ppv:0.301, acc:0.732, f1:0.405, total+:103, total-:236
@threshold:0.359, sens:0.640, spec:0.709, ppv:0.276, acc:0.699, f1:0.386, total+:116, total-:223
@threshold:0.356, sens:0.640, spec:0.706, ppv:0.274, acc:0.696, f1:0.383, total+:117, total-:222
@threshold:0.348, sens:0.660, spec:0.706, ppv:0.280, acc:0.699, f1:0.393, total+:118, total-:221
@threshold:0.345, sens:0.660, spec:0.702, ppv:0.277, acc:0.696, f1:0.391, total+:119, total-:220
@threshold:0.316, sens:0.680, spec:0.682, ppv:0.270, acc:0.681, f1:0.386, total+:126, total-:213
@threshold:0.314, sens:0.680, spec:0.678, ppv:0.268, acc:0.678, f1:0.384, total+:127, total-:212
@threshold:0.309, sens:0.700, spec:0.671, ppv:0.269, acc:0.676, f1:0.389, total+:130, total-:209
@threshold:0.299, sens:0.700, spec:0.668, ppv:0.267, acc:0.673, f1:0.387, total+:131, total-:208
@threshold:0.234, sens:0.720, spec:0.644, ppv:0.259, acc:0.655, f1:0.381, total+:139, total-:200
@threshold:0.192, sens:0.740, spec:0.640, ppv:0.262, acc:0.655, f1:0.387, total+:141, total-:198
@threshold:0.060, sens:0.760, spec:0.588, ppv:0.242, acc:0.614, f1:0.367, total+:157, total-:182
@threshold:0.048, sens:0.760, spec:0.585, ppv:0.241, acc:0.611, f1:0.365, total+:158, total-:181
@threshold:0.026, sens:0.780, spec:0.581, ppv:0.244, acc:0.611, f1:0.371, total+:160, total-:179
@threshold:-0.000, sens:0.800, spec:0.578, ppv:0.247, acc:0.611, f1:0.377, total+:162, total-:177
@threshold:-0.175, sens:0.820, spec:0.522, ppv:0.229, acc:0.566, f1:0.358, total+:179, total-:160
@threshold:-0.190, sens:0.820, spec:0.519, ppv:0.228, acc:0.563, f1:0.357, total+:180, total-:159
@threshold:-0.212, sens:0.840, spec:0.512, ppv:0.230, acc:0.560, f1:0.361, total+:183, total-:156
@threshold:-0.229, sens:0.840, spec:0.509, ppv:0.228, acc:0.558, f1:0.359, total+:184, total-:155
@threshold:-0.323, sens:0.860, spec:0.460, ppv:0.216, acc:0.519, f1:0.345, total+:199, total-:140
@threshold:-0.334, sens:0.860, spec:0.457, ppv:0.215, acc:0.516, f1:0.344, total+:200, total-:139
@threshold:-0.357, sens:0.880, spec:0.450, ppv:0.217, acc:0.513, f1:0.348, total+:203, total-:136
@threshold:-0.359, sens:0.880, spec:0.446, ppv:0.216, acc:0.510, f1:0.346, total+:204, total-:135
@threshold:-0.417, sens:0.900, spec:0.391, ppv:0.204, acc:0.466, f1:0.332, total+:221, total-:118
@threshold:-0.422, sens:0.900, spec:0.388, ppv:0.203, acc:0.463, f1:0.331, total+:222, total-:117
@threshold:-0.475, sens:0.920, spec:0.325, ppv:0.191, acc:0.413, f1:0.316, total+:241, total-:98
@threshold:-0.477, sens:0.920, spec:0.322, ppv:0.190, acc:0.410, f1:0.315, total+:242, total-:97
@threshold:-0.503, sens:0.940, spec:0.291, ppv:0.187, acc:0.386, f1:0.311, total+:252, total-:87
@threshold:-0.504, sens:0.940, spec:0.287, ppv:0.186, acc:0.383, f1:0.310, total+:253, total-:86
@threshold:-0.707, sens:0.960, spec:0.152, ppv:0.164, acc:0.271, f1:0.280, total+:293, total-:46
@threshold:-0.720, sens:0.980, spec:0.149, ppv:0.166, acc:0.271, f1:0.284, total+:295, total-:44
@threshold:-1.106, sens:1.000, spec:0.003, ppv:0.148, acc:0.150, f1:0.258, total+:338, total-:1
* Vital: BMI-latest | coef 0.121 95% CI: [0.084 , 0.157] | OR_adj 1.128 [1.088 1.170] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.698
Correlated most with:
Diagnosis:9ccs221:Resp distres:-0.116
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.107
Maternal Lab History: 2 HOUR-postPregnancy:0.100
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.093
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.086
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.082
Maternal Procedure History:99211-otherPregnancy:0.080
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.078
Diagnosis:9ccs58:Ot nutrit dx:0.077
* Vital: Wt for Length ZScore-gain0to24 | coef 0.051 95% CI: [0.030 , 0.071] | OR_adj 1.052 [1.030 1.074] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.705
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.101
Diagnosis:9ccs126:Ot up rsp in:0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.082
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.076
Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:-0.074
Maternal Diagnosis:9ccs139:Gasduo ulcer:-0.073
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.072
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
* Vital: Wt for Length ZScore-latest | coef 0.050 95% CI: [0.029 , 0.070] | OR_adj 1.051 [1.030 1.073] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.705
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.101
Diagnosis:9ccs126:Ot up rsp in:0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.082
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.076
Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:-0.074
Maternal Diagnosis:9ccs139:Gasduo ulcer:-0.073
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.072
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
* Vital: BMI-avg19to24 | coef 0.040 95% CI: [0.023 , 0.056] | OR_adj 1.041 [1.024 1.058] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.704
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.083
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.077
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.077
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.077
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.074
* Vital: BMI-gain0to24 | coef 0.035 95% CI: [0.020 , 0.050] | OR_adj 1.036 [1.021 1.051] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.701
Correlated most with:
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085
Diagnosis:9ccs259:Unclassified:-0.084
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.079
Maternal Lab History: CHLORIDE-otherPregnancy:0.073
Maternal Procedure History:99211-otherPregnancy:0.071
* Vital: Wt-latest | coef 0.025 95% CI: [0.007 , 0.043] | OR_adj 1.025 [1.007 1.043] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.636
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.281
Diagnosis:9ccs10:Immuniz/scrn:0.260
Number of Visits:0.240
Diagnosis:9ccs92:Otitis media:0.212
Diagnosis:9ccs7:Viral infect:0.178
Diagnosis:9ccs257:Ot aftercare:0.155
Diagnosis:9ccs135:Intest infct:0.138
Diagnosis:9ccs90:Eye infectn:0.129
Maternal Procedure History:36415-otherPregnancy:-0.110
Diagnosis:9ccs125:Bronchitis:0.109
* Vital: Wt for Length ZScore-avg16to19 | coef 0.025 95% CI: [0.005 , 0.045] | OR_adj 1.025 [1.005 1.046] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.748
Correlated most with:
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.087
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082
Maternal Procedure History:J1055-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.076
Maternal Diagnosis:9ccs163:Other GU dx:-0.076
Diagnosis:9ccs48:Thyroid dsor:-0.074
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.073
Diagnosis:9ccs87:Retinal dx:-0.073
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
* Vital: Wt for Length ZScore-avg19to24 | coef 0.023 95% CI: [0.013 , 0.033] | OR_adj 1.023 [1.013 1.033] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.703
Correlated most with:
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.102
Diagnosis:9ccs48:Thyroid dsor:-0.091
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.091
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.085
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.079
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.079
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.079
* Vital: BMI-avg16to19 | coef 0.022 95% CI: [0.013 , 0.031] | OR_adj 1.022 [1.013 1.031] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.746
Correlated most with:
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.101
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Procedure History:J1055-postPregnancy:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.080
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.075
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.074
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.073
Maternal Lab History: 2 HOUR-postPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs133:Oth low resp:-0.070
* Vital: BMI-avg13to16 | coef 0.020 95% CI: [0.006 , 0.035] | OR_adj 1.021 [1.006 1.036] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.720
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.092
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.086
Diagnosis:9ccs125:Bronchitis:0.085
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.075
Diagnosis:9ccs5:HIV infectn:0.074
Maternal Diagnosis:9ccs122:Pneumonia:0.072
Maternal Lab History: 3 HOUR-otherPregnancy:0.070
* Vital: Wt-avg16to19 | coef 0.015 95% CI: [0.004 , 0.026] | OR_adj 1.016 [1.005 1.027] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.705
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs122:Pneumonia:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.086
Maternal Diagnosis:9ccs200:Oth skin dx:0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.081
Diagnosis:9ccs87:Retinal dx:-0.073
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.072
Maternal Lab History: 2 HOUR-postPregnancy:0.070
Diagnosis:9ccs48:Thyroid dsor:-0.070
* Vital: Wt for Len Percentile-avg13to16 | coef 0.015 95% CI: [0.001 , 0.028] | OR_adj 1.015 [1.001 1.029] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.718
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Diagnosis:9ccs125:Bronchitis:0.082
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.072
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.071
Diagnosis:9ccs48:Thyroid dsor:-0.071
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.068
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.067
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:-0.066
Maternal Lab History: MPV-postPregnancy:0.066
* Vital: BMI-avg7to10 | coef 0.015 95% CI: [0.004 , 0.025] | OR_adj 1.015 [1.004 1.025] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.709
Correlated most with:
Diagnosis:9ccs120:Hemmorhoids:0.117
Maternal Procedure History:90472-postPregnancy:0.103
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.097
Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:0.086
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Maternal Procedure History:81025-postPregnancy:0.084
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.083
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.082
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.080
Maternal Procedure History:93005-postPregnancy:-0.078
* Vital: Wt-avg19to24 | coef 0.014 95% CI: [-0.001 , 0.029] | OR_adj 1.014 [0.999 1.030] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.656
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.098
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 1 HOUR-otherPregnancy:0.092
Maternal Lab History: 2 HOUR-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.075
Maternal Diagnosis:9ccs200:Oth skin dx:0.071
* Vital: Wt for Len Percentile-avg16to19 | coef 0.014 95% CI: [0.008 , 0.020] | OR_adj 1.014 [1.008 1.020] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.741
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs163:Other GU dx:-0.084
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.081
Maternal Procedure History:J1055-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.073
Diagnosis:9ccs234:Crush injury:0.072
Maternal Lab History: PH-otherPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs92:Otitis media:0.068
* Vital: Wt for Length ZScore-avg13to16 | coef 0.013 95% CI: [0.006 , 0.019] | OR_adj 1.013 [1.006 1.019] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.703
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs185:Long pregncy:0.087
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.086
Newborn Diagnosis:9ccs59:Anemia:-0.080
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.080
Diagnosis:9ccs125:Bronchitis:0.076
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.075
Maternal Diagnosis:9ccs122:Pneumonia:0.073
Diagnosis:9ccs48:Thyroid dsor:-0.070
Maternal Lab History: INHMOM-otherPregnancy:-0.069
* Vital: Wt for Len Percentile-gain0to24 | coef 0.013 95% CI: [0.002 , 0.023] | OR_adj 1.013 [1.002 1.024] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.689
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.085
Diagnosis:9ccs259:Unclassified:-0.084
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.067
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.065
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.065
* Vital: Wt for Len Percentile-avg19to24 | coef 0.012 95% CI: [0.006 , 0.017] | OR_adj 1.012 [1.006 1.017] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.690
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.081
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
Number of Visits | coef 0.011 95% CI: [0.003 , 0.020] | OR_adj 1.011 [1.003 1.020] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.403
Correlated most with:
Number of Visits:1.000
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.306
Diagnosis:9ccs92:Otitis media:0.296
Diagnosis:9ccs155:Other GI dx:0.246
Diagnosis:9ccs255:Social admin:0.240
Diagnosis:9ccs257:Ot aftercare:0.231
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs135:Intest infct:0.206
Diagnosis:9ccs128:Asthma:0.184
* Vital: Wt for Length ZScore-avg7to10 | coef 0.011 95% CI: [-0.001 , 0.024] | OR_adj 1.011 [0.999 1.024] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.694
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.093
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084
Maternal Procedure History:93005-postPregnancy:-0.080
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076
Maternal Diagnosis:9ccs198:Ot infl skin:0.076
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.076
Newborn Diagnosis:9ccs59:Anemia:-0.076
Maternal Procedure History:81025-postPregnancy:0.074
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.074
* Vital: Wt for Len Percentile-latest | coef 0.011 95% CI: [0.006 , 0.015] | OR_adj 1.011 [1.006 1.015] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.698
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.094
Diagnosis:9ccs48:Thyroid dsor:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs259:Unclassified:-0.073
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Maternal Lab History: 1 HOUR-otherPregnancy:0.067
Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:-0.067
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.066
* Vital: Wt for Len Percentile-avg7to10 | coef 0.008 95% CI: [-0.002 , 0.018] | OR_adj 1.008 [0.998 1.018] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.705
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.074
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.072
Maternal Procedure History:J1055-postPregnancy:-0.072
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.071
Diagnosis:9ccs125:Bronchitis:0.070
Maternal Procedure History:93005-postPregnancy:-0.069
Maternal Diagnosis:9ccs163:Other GU dx:-0.067
Maternal Diagnosis:9ccs198:Ot infl skin:0.066
* Vital: Wt-avg13to16 | coef 0.007 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.651
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs122:Pneumonia:0.096
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.095
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.092
Maternal Lab History: 1 HOUR-otherPregnancy:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Diagnosis:9ccs242:Poisn ot med:0.085
Maternal Lab History: 2 HOUR-otherPregnancy:0.079
Maternal Lab History: 2 HOUR-postPregnancy:0.074
Maternal Diagnosis:10ccs251:Abdomnl pain-otherPregnancy:0.073
* Vital: BMI-avg10to13 | coef 0.007 95% CI: [0.003 , 0.012] | OR_adj 1.007 [1.003 1.012] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.668
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.091
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.089
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.087
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.085
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.081
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.080
Maternal Diagnosis:9ccs126:Ot up rsp in:0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.074
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.074
* Vital: Wt-gain0to24 | coef 0.007 95% CI: [0.001 , 0.013] | OR_adj 1.007 [1.001 1.013] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.656
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.100
Maternal Lab History: 1 HOUR-otherPregnancy:0.093
Maternal Lab History: 2 HOUR-postPregnancy:0.091
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.076
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.075
Maternal Lab History: 2 HOUR-otherPregnancy:0.072
* Vital: Wt Percentile-avg16to19 | coef 0.007 95% CI: [0.001 , 0.013] | OR_adj 1.007 [1.001 1.013] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.598
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106
Newborn Diagnosis:9ccs59:Anemia:-0.086
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.086
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.086
Diagnosis:9ccs48:Thyroid dsor:-0.085
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.083
Diagnosis:9ccs230:Fx leg:-0.082
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:-0.081
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:-0.081
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.080
* Vital: Wt Percentile-latest | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.658
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.099
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Diagnosis:9ccs48:Thyroid dsor:-0.087
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.082
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.080
Newborn Diagnosis:9ccs5:HIV infectn:-0.079
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.079
Maternal Diagnosis:9ccs105:Conduction-postPregnancy:-0.075
* Vital: Wt for Length Zscore-avg10to13 | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.006 [1.003 1.010] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.685
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.095
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.085
Newborn Diagnosis:9ccs59:Anemia:-0.085
Maternal Diagnosis:9ccs185:Long pregncy:0.079
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.073
Maternal Lab History: INHMOM-otherPregnancy:-0.072
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.071
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.071
* Vital: Wt Percentile-avg7to10 | coef 0.006 95% CI: [-0.003 , 0.015] | OR_adj 1.006 [0.997 1.015] | occ: 548 | OR_unadj: 1.684 [1.224 2.316] | indivs AUC:0.560
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.109
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.103
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.099
Diagnosis:9ccs230:Fx leg:-0.098
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:-0.090
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:-0.090
Maternal Lab History: IRON-postPregnancy:-0.090
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:-0.089
Maternal Lab History: INHMOM-postPregnancy:0.084
MatDeliveryAge | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.520
Correlated most with:
MatDeliveryAge:1.000
Maternal Diagnosis:9ccs176:Contraceptiv:0.265
Maternal Diagnosis:9ccs186:DM in preg:0.211
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.188
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.185
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.177
Maternal Diagnosis:9ccs189:Prev c-sectn:0.175
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.151
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.147
Maternal Lab History: CREATININE-otherPregnancy:0.137
* Vital: BMI-avg1to3 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.009] | occ: 1340 | OR_unadj: 1.980 [1.513 2.590] | indivs AUC:0.607
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.141
Newborn Diagnosis:9ccs219:Low birth wt:-0.109
Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.082
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.078
Maternal Diagnosis:9ccs205:Back problem:-0.077
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.076
Maternal Diagnosis:9ccs47:Ot bnign neo:0.074
Diagnosis:9ccs125:Bronchitis:0.071
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.070
Vital: Wt for Len Percentile-gain16to24 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.461
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.074
Maternal Lab History: hCG MoM-postPregnancy:-0.073
Maternal Diagnosis:9ccs46:Bnign ut neo-otherPregnancy:-0.072
Newborn Diagnosis:9ccs133:Oth low resp:-0.072
Diagnosis:9ccs61:Sickle cell:-0.068
Maternal Lab History: HERPES I IgG-postPregnancy:-0.067
Diagnosis:9ccs233:Intracrn inj:0.067
Maternal Lab History: A/G-otherPregnancy:0.066
Diagnosis:9ccs234:Crush injury:-0.064
* Vital: BMI-gain7to13 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.475
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:0.117
Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.096
Maternal Diagnosis:9ccs69:Affective dx:-0.083
Maternal Procedure History:86580-postPregnancy:-0.079
Maternal Diagnosis:9ccs126:Ot up rsp in:0.078
Diagnosis:9ccs5:HIV infectn:-0.075
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:-0.074
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.068
Diagnosis:9ccs10:Immuniz/scrn:-0.068
Diagnosis:9ccs16:Liver/ibd ca:0.068
* Vital: BMI-avg0to1 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1326 | OR_unadj: 1.323 [1.012 1.730] | indivs AUC:0.559
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.237
Maternal Diagnosis:9ccs184:Early labor:-0.227
Diagnosis:9ccs219:Low birth wt:-0.162
Maternal Diagnosis:9ccs185:Long pregncy:0.156
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:-0.130
Newborn Diagnosis:9ccs224:Ot perint dx:0.093
Maternal Lab History: PTT-otherPregnancy:-0.093
Maternal Diagnosis:10ccs168:PID-postPregnancy:-0.093
Newborn Diagnosis:9ccs221:Resp distres:-0.090
Newborn Diagnosis:9ccs253:Allergy:-0.090
Vital: Wt for Length ZScore-gain5to10 | coef 0.005 95% CI: [0.001 , 0.009] | OR_adj 1.005 [1.001 1.009] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.432
Correlated most with:
Maternal Lab History: PROGESTERONE-otherPregnancy:0.125
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.107
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.093
Maternal Lab History: INHMOM-postPregnancy:-0.085
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.081
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.080
Maternal Diagnosis:9ccs98:HTN:-0.079
Maternal Procedure History:96372-otherPregnancy:-0.075
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.074
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.074
* Vital: BMI-gain16to24 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.450
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.074
Maternal Lab History: PATIENT-postPregnancy:0.072
Maternal Lab History: APTT-postPregnancy:0.072
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.069
Maternal Lab History: hCG MoM-postPregnancy:-0.069
Maternal Lab History: HERPES II IgG-postPregnancy:-0.069
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.066
Diagnosis:9ccs233:Intracrn inj:0.064
Maternal Diagnosis:9ccs46:Bnign ut neo-otherPregnancy:-0.064
* Vital: Wt-gain7to13 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.108
Maternal Procedure History:86580-postPregnancy:-0.082
Maternal Diagnosis:9ccs200:Oth skin dx:0.081
Diagnosis:9ccs5:HIV infectn:-0.077
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:-0.077
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.075
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.073
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.070
Maternal Lab History: WBC-postPregnancy:-0.070
Newborn Diagnosis:9ccs143:Abdom hernia:0.067
Vital: Ht-gain1to5 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.458
Correlated most with:
Number of Visits:0.115
Diagnosis:9ccs126:Ot up rsp in:0.103
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.095
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.085
Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.084
Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.084
Diagnosis:9ccs135:Intest infct:0.079
Maternal Diagnosis:9ccs198:Ot infl skin:0.076
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:-0.072
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.072
Vital: Wt for Length ZScore-gain16to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1432 | OR_unadj: 1.066 [0.815 1.393] | indivs AUC:0.520
Correlated most with:
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.085
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.083
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.072
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.071
Maternal Diagnosis:9ccs204:Ot joint dx:-0.069
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.069
Maternal Procedure History:81000-otherPregnancy:0.068
Maternal Lab History: RETIC HGB-postPregnancy:-0.067
Maternal Lab History: MPV-postPregnancy:-0.065
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:-0.065
Vital: Wt for Length ZScore-gain10to16 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.489
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:0.111
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:-0.087
Diagnosis:9ccs199:Ulcer skin:-0.083
Diagnosis:9ccs5:HIV infectn:-0.078
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.074
Maternal Diagnosis:9ccs237:Complic devi-otherPregnancy:-0.071
Diagnosis:9ccs120:Hemmorhoids:-0.071
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.070
Diagnosis:9ccs118:Phlebitis:0.069
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.068
* Vital: Wt-avg10to13 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.684
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.118
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.116
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.103
Newborn Diagnosis:9ccs219:Low birth wt:-0.094
Maternal Diagnosis:9ccs200:Oth skin dx:0.083
Diagnosis:9ccs219:Low birth wt:-0.083
Diagnosis:9ccs87:Retinal dx:-0.075
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.075
Maternal Lab History: 1 HOUR-otherPregnancy:0.074
Newborn Diagnosis:9ccs223:Birth trauma:0.074
Vital: Wt-gain10to16 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs5:HIV infectn:0.075
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.074
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.069
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.069
Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.068
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.068
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.067
Maternal Lab History: FREE T-4-otherPregnancy:-0.066
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.065
Diagnosis:9ccs52:Nutrit defic:0.064
Vital: Ht-gain3to7 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.548
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.088
Maternal Lab History: PROGESTERONE-otherPregnancy:0.083
Maternal Diagnosis:9ccs240:Burns-postPregnancy:-0.083
Diagnosis:9ccs236:Opn wnd extr:-0.083
Diagnosis:9ccs246:FUO:0.081
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.080
Maternal Procedure History:86580-postPregnancy:-0.073
Diagnosis:9ccs240:Burns:-0.071
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.069
* Vital: Wt-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.082
Maternal Lab History: hCG MoM-postPregnancy:-0.081
Maternal Lab History: PATIENT-postPregnancy:0.080
Maternal Lab History: APTT-postPregnancy:0.080
Maternal Lab History: HERPES II IgG-postPregnancy:-0.077
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076
Newborn Diagnosis:9ccs133:Oth low resp:-0.076
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.074
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.070
Maternal Procedure History:86703-postPregnancy:0.070
Vital: Temp-avg3to5 | coef 0.004 95% CI: [-0.000 , 0.008] | OR_adj 1.004 [1.000 1.008] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.104
Diagnosis:9ccs126:Ot up rsp in:0.102
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.092
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.092
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.092
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.092
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.086
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.083
Maternal Lab History: RETICULOCYTES-postPregnancy:-0.082
Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:-0.082
Vital: Wt for Length ZScore-gain3to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.625
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.109
Maternal Lab History: T-3(Total)-otherPregnancy:0.103
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.086
Newborn Diagnosis:9ccs221:Resp distres:0.085
Maternal Diagnosis:10ccs159:UTI-postPregnancy:-0.084
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.082
Maternal Procedure History:81025-otherPregnancy:-0.082
Maternal Lab History: GFR Calculation-postPregnancy:-0.081
Maternal Lab History: GFR in African American-postPregnancy:-0.081
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.076
* Vital: Wt-avg1to3 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1353 | OR_unadj: 1.405 [1.071 1.842] | indivs AUC:0.592
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.278
Maternal Diagnosis:9ccs184:Early labor:-0.237
Diagnosis:9ccs219:Low birth wt:-0.169
Maternal Diagnosis:9ccs185:Long pregncy:0.151
Newborn Diagnosis:9ccs256:Exam/eval:-0.136
Newborn Diagnosis:9ccs221:Resp distres:-0.113
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.099
Maternal Procedure History:86580-postPregnancy:-0.098
Diagnosis:9ccs87:Retinal dx:-0.097
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.095
* Vital: Wt for Length ZScore-avg1to3 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.550
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.104
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.088
Maternal Lab History: URINE CULTURE-otherPregnancy:-0.083
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.083
Diagnosis:9ccs259:Unclassified:-0.078
Maternal Diagnosis:9ccs47:Ot bnign neo:0.078
Newborn Diagnosis:9ccs59:Anemia:-0.078
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.078
Maternal Diagnosis:9ccs5:HIV infectn:0.078
Maternal Diagnosis:9ccs189:Prev c-sectn:0.074
* Vital: Wt-postPregnancy | coef 0.004 95% CI: [-0.000 , 0.008] | OR_adj 1.004 [1.000 1.008] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.653
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.333
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.311
Maternal Lab History: WEIGHT-postPregnancy:0.281
Maternal Lab History: MCH-postPregnancy:-0.233
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.205
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.195
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.195
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.185
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.184
Maternal Lab History: WEIGHT-otherPregnancy:0.183
Maternal Diagnosis:9ccs10:Immuniz/scrn | coef 0.004 95% CI: [-0.001 , 0.008] | OR_adj 1.004 [0.999 1.008] | occ: 178 | OR_unadj: 1.268 [0.843 1.907] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.467
Maternal Diagnosis:9ccs210:SLE:0.100
Maternal Diagnosis:9ccs259:Unclassified:0.100
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.077
Maternal Procedure History:90663-postPregnancy:0.076
Maternal Procedure History:90470-postPregnancy:0.076
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.073
Maternal Lab History: HERPES II IgG-postPregnancy:0.072
Vital: Temp-avg19to24 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs133:Oth low resp:-0.092
Maternal Lab History: INHMOM-postPregnancy:0.085
Lab:294495 LEAD, BLOOD - LMC:0.081
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:-0.078
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.074
Maternal Diagnosis:9ccs130:Pleurisy:0.072
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.071
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.069
Diagnosis:9ccs154:Gastroent:-0.068
Maternal Diagnosis:9ccs9:Sexual Infxs:0.066
Vital: Temp-avg0to1 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.464
Correlated most with:
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.099
Diagnosis:9ccs126:Ot up rsp in:0.092
Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:-0.078
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.074
Diagnosis:9ccs118:Phlebitis:0.071
Maternal Diagnosis:9ccs2603:E Codes: Fall-otherPregnancy:0.066
Maternal Procedure History:81025-postPregnancy:-0.065
Maternal Procedure History:J1055-postPregnancy:-0.065
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.064
Newborn Diagnosis:9ccs214:GI cong anom:-0.064
Vital: Ht-gain16to24 | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: PATIENT-postPregnancy:0.080
Maternal Lab History: APTT-postPregnancy:0.080
Maternal Diagnosis:9ccs189:Prev c-sectn:0.076
Maternal Lab History: HERPES II IgG-postPregnancy:-0.074
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.074
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.072
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.068
Diagnosis:9ccs4:Mycoses:-0.065
Newborn Diagnosis:9ccs133:Oth low resp:-0.063
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:-0.062
* Vital: Wt-avg7to10 | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.673
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.094
Diagnosis:9ccs219:Low birth wt:-0.091
Diagnosis:9ccs87:Retinal dx:-0.085
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.083
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.081
Diagnosis:9ccs238:Complic proc:-0.079
* Vital: Wt Percentile-avg19to24 | coef 0.003 95% CI: [0.000 , 0.007] | OR_adj 1.003 [1.000 1.007] | occ: 921 | OR_unadj: 2.119 [1.615 2.779] | indivs AUC:0.631
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.114
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106
Diagnosis:9ccs48:Thyroid dsor:-0.101
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.092
Newborn Diagnosis:9ccs5:HIV infectn:-0.088
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.088
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Newborn Diagnosis:9ccs59:Anemia:-0.076
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.076
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.074
* Vital: Ht-gain7to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:0.105
Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.103
Maternal Diagnosis:9ccs69:Affective dx:-0.090
Maternal Procedure History:86580-postPregnancy:-0.077
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:-0.069
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:-0.067
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.066
Diagnosis:9ccs232:Sprain:-0.066
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:-0.066
Maternal Procedure History:36416-postPregnancy:-0.066
Vital: Wt for Len Percentile-gain7to13 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.457
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:0.101
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:-0.082
Diagnosis:9ccs5:HIV infectn:-0.081
Maternal Diagnosis:9ccs46:Bnign ut neo-otherPregnancy:0.072
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.071
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.070
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:-0.070
Diagnosis:9ccs16:Liver/ibd ca:0.069
Diagnosis:9ccs210:SLE:0.068
Diagnosis:9ccs10:Immuniz/scrn:-0.067
* Vital: Wt for Len Percentile-avg10to13 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.688
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.096
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Diagnosis:9ccs125:Bronchitis:0.079
Maternal Lab History: 1 HOUR-otherPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.074
Diagnosis:9ccs10:Immuniz/scrn:-0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.070
Maternal Lab History: 3 HOUR-otherPregnancy:0.068
Vital: HC-gain7to13 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.469
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:0.085
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.073
Maternal Lab History: APTT-postPregnancy:0.070
Maternal Lab History: PATIENT-postPregnancy:0.070
Maternal Diagnosis:9ccs210:SLE:0.070
Diagnosis:9ccs10:Immuniz/scrn:-0.069
Maternal Diagnosis:9ccs238:Complic proc:-0.067
Diagnosis:9ccs251:Abdomnl pain:0.066
Maternal Procedure History:97140-postPregnancy:-0.065
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.065
* Vital: BMI-avg3to5 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.713
Correlated most with:
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.108
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.104
Maternal Lab History: INHMOM-postPregnancy:0.101
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.093
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.085
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.085
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.084
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.084
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.080
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.080
Vital: Wt for Length ZScore-gain1to5 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:0.133
Newborn Diagnosis:9ccs219:Low birth wt:0.111
Diagnosis:9ccs147:Anal/rectal:0.103
Maternal Diagnosis:9ccs47:Ot bnign neo:0.094
Diagnosis:9ccs219:Low birth wt:0.092
Lab:306025 PPD:0.089
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.087
Maternal Lab History: T-3(Total)-otherPregnancy:-0.086
Maternal Diagnosis:9ccs185:Long pregncy:-0.086
Maternal Procedure History:81025-otherPregnancy:0.085
Vital: Wt-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.499
Correlated most with:
Number of Visits:0.085
Maternal Diagnosis:9ccs250:Nausea/vomit:-0.078
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.071
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.068
Maternal Lab History: RET %-postPregnancy:0.067
Maternal Procedure History:86703-postPregnancy:-0.066
Diagnosis:9ccs233:Intracrn inj:-0.066
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:-0.065
Maternal Diagnosis:9ccs175:Ot femal gen:-0.065
Maternal Diagnosis:9ccs46:Bnign ut neo:0.063
* Vital: Wt for Length ZScore-gain13to19 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs5:HIV infectn:0.092
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.084
Newborn Diagnosis:9ccs223:Birth trauma:-0.077
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.071
Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.071
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.067
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.067
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.066
Maternal Lab History: RETIC HGB-postPregnancy:0.066
Diagnosis:9ccs163:Other GU dx:-0.065
* Vital: Wt Percentile-gain0to24 | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 906 | OR_unadj: 1.985 [1.512 2.606] | indivs AUC:0.632
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.114
Diagnosis:9ccs48:Thyroid dsor:-0.101
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.099
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.088
Newborn Diagnosis:9ccs5:HIV infectn:-0.088
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.077
Newborn Diagnosis:9ccs59:Anemia:-0.077
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.075
* Vital: HC-avg5to7 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.600
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.136
Maternal Diagnosis:9ccs184:Early labor:-0.130
Newborn Diagnosis:9ccs219:Low birth wt:-0.118
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.096
Newborn Diagnosis:9ccs5:HIV infectn:-0.096
Maternal Diagnosis:9ccs92:Otitis media-otherPregnancy:-0.087
Newborn Diagnosis:9ccs221:Resp distres:-0.085
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.082
Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.082
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.078
Vital: HC-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.476
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.081
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.073
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.072
Maternal Lab History: PROGESTERONE-otherPregnancy:0.072
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.071
Lab:292495 LEAD LEVEL - Sunrise:-0.071
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Maternal Diagnosis:9ccs240:Burns-postPregnancy:-0.070
Vital: Ht-gain10to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.096
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.090
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.078
Maternal Lab History: WEIGHT-otherPregnancy:0.076
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.075
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.072
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.071
Maternal Lab History: FREE T-4-otherPregnancy:-0.068
Diagnosis:9ccs92:Otitis media:0.067
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.065
Vital: Temp-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.090
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.088
Maternal Diagnosis:9ccs44:Neoplsm unsp:0.087
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.084
Diagnosis:9ccs94:Other ear dx:0.078
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.073
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.071
Maternal Lab History: FOLATE-postPregnancy:0.070
Maternal Diagnosis:9ccs139:Gasduo ulcer:0.069
Maternal Diagnosis:9ccs121:Oth vein dx-otherPregnancy:-0.068
Vital: Ht-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.345
Diagnosis:9ccs126:Ot up rsp in:0.315
Number of Visits:0.273
Diagnosis:9ccs92:Otitis media:0.265
Diagnosis:9ccs7:Viral infect:0.206
Diagnosis:9ccs257:Ot aftercare:0.188
Diagnosis:9ccs135:Intest infct:0.156
Diagnosis:9ccs90:Eye infectn:0.148
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137
* Vital: BMI-gain0to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1391 | OR_unadj: 1.452 [1.110 1.899] | indivs AUC:0.603
Correlated most with:
Number of Visits:0.125
Diagnosis:9ccs126:Ot up rsp in:0.116
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:-0.096
Newborn Diagnosis:9ccs133:Oth low resp:0.090
Maternal Diagnosis:9ccs3:Oth bact inf:-0.090
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.084
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.084
Maternal Diagnosis:9ccs184:Early labor:0.084
Diagnosis:9ccs92:Otitis media:0.082
Diagnosis:9ccs16:Liver/ibd ca:0.079
* Vital: Wt-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.542
Correlated most with:
Maternal Lab History: PROGESTERONE-otherPregnancy:0.115
Diagnosis:9ccs236:Opn wnd extr:-0.093
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.091
Maternal Lab History: FIBRINOGEN-postPregnancy:0.084
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.083
Maternal Diagnosis:9ccs240:Burns-postPregnancy:-0.083
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.082
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.077
* Vital: Wt-avg3to5 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.646
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.220
Maternal Diagnosis:9ccs184:Early labor:-0.140
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Diagnosis:9ccs219:Low birth wt:-0.108
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.098
Maternal Diagnosis:9ccs128:Asthma:-0.094
Diagnosis:9ccs87:Retinal dx:-0.092
Maternal Lab History: INHMOM-otherPregnancy:-0.091
Maternal Lab History: T-3(Total)-otherPregnancy:0.087
Newborn Diagnosis:9ccs222:Perint jaund:-0.085
Vital: BMI-gain10to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.099
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.085
Diagnosis:9ccs5:HIV infectn:0.079
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.079
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.075
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.071
Diagnosis:9ccs52:Nutrit defic:0.069
Maternal Lab History: FREE T-4-otherPregnancy:-0.068
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:0.068
Maternal Diagnosis:9ccs229:Fx arm-postPregnancy:0.068
Vital: Temp-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs123:Influenza-otherPregnancy:0.145
Diagnosis:9ccs255:Social admin:-0.143
Diagnosis:9ccs10:Immuniz/scrn:-0.132
Diagnosis:9ccs257:Ot aftercare:-0.106
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.102
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.102
Maternal Lab History: VARICELLA IGM-postPregnancy:-0.100
Number of Visits:-0.100
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.097
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.097
Vital: Temp-avg1to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.105
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.101
Maternal Diagnosis:9ccs210:SLE:0.099
Maternal Lab History: URIC ACID-otherPregnancy:0.083
Maternal Procedure History:36415-otherPregnancy:-0.077
Diagnosis:9ccs90:Eye infectn:-0.077
Diagnosis:9ccs7:Viral infect:-0.077
Maternal Lab History: MONOS-postPregnancy:0.072
Maternal Procedure History:99401-otherPregnancy:0.071
Newborn Diagnosis:9ccs191:Amnios dx:-0.071
Vital: BMI-gain1to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1421 | OR_unadj: 1.007 [0.771 1.314] | indivs AUC:0.600
Correlated most with:
Maternal Lab History: LACTIC ACID-postPregnancy:-0.104
Diagnosis:9ccs126:Ot up rsp in:0.101
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.100
Number of Visits:0.090
Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.081
Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.081
Maternal Procedure History:90472-postPregnancy:0.078
Maternal Diagnosis:9ccs198:Ot infl skin:0.075
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.072
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.072
* Vital: Wt for Length ZScore-avg3to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.712
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106
Maternal Lab History: INHMOM-postPregnancy:0.089
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.089
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.085
Maternal Lab History: INHMOM-otherPregnancy:-0.084
Maternal Diagnosis:10ccs159:UTI-postPregnancy:-0.080
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.078
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.078
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.077
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.077
Vital: BMI-gain3to7 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.437
Correlated most with:
Maternal Lab History: PROGESTERONE-otherPregnancy:0.106
Lab:292495 LEAD LEVEL - Sunrise:-0.095
Diagnosis:9ccs236:Opn wnd extr:-0.087
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.086
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.084
Diagnosis:9ccs246:FUO:0.081
Maternal Lab History: FIBRINOGEN-postPregnancy:0.081
Maternal Diagnosis:9ccs240:Burns-postPregnancy:-0.077
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.076
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.073
Vital: Temp-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.542
Correlated most with:
Maternal Diagnosis:10ccs159:UTI-postPregnancy:0.115
Diagnosis:9ccs70:Schizo/rl dx:0.115
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.090
Lab:294495 LEAD, BLOOD - LMC:0.090
Diagnosis:9ccs154:Gastroent:-0.089
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.079
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.079
Maternal Lab History: INHMOM-postPregnancy:0.078
Maternal Lab History: AST-otherPregnancy:0.075
Maternal Diagnosis:9ccs181:Ot preg comp:0.070
Vital: Ht-avg10to13 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.541
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.118
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.104
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.092
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.091
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.081
Maternal Diagnosis:9ccs184:Early labor:-0.079
Diagnosis:9ccs87:Retinal dx:-0.075
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.074
Diagnosis:9ccs238:Complic proc:-0.074
Vital: Temp-avg7to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.195
Diagnosis:9ccs255:Social admin:-0.173
Diagnosis:9ccs7:Viral infect:-0.111
Diagnosis:9ccs126:Ot up rsp in:-0.105
Diagnosis:9ccs74:Ot mentl cnd:-0.095
Diagnosis:9ccs217:Ot cong anom:-0.094
Diagnosis:9ccs257:Ot aftercare:-0.090
Number of Visits:-0.085
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.079
Diagnosis:9ccs197:Skin infectn:-0.074
Vital: Ht-gain13to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo:0.079
Maternal Diagnosis:9ccs250:Nausea/vomit:-0.075
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.070
Maternal Diagnosis:9ccs172:Ovarian cyst:0.070
Number of Visits:0.066
Maternal Procedure History:86703-postPregnancy:-0.064
Maternal Diagnosis:9ccs194:Forceps del:0.058
Maternal Lab History: FERRITIN-otherPregnancy:-0.057
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.057
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.057
Vital: Ht-avg5to7 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.578
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.219
Maternal Diagnosis:9ccs184:Early labor:-0.170
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.118
Newborn Diagnosis:9ccs221:Resp distres:-0.116
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.111
Diagnosis:9ccs87:Retinal dx:-0.106
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:-0.092
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Newborn Diagnosis:9ccs222:Perint jaund:-0.087
Maternal Lab History: TRANSFERRIN-postPregnancy:-0.086
Vital: HC-gain16to24 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.456
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.086
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.071
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.071
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.069
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.067
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.066
Maternal Procedure History:J1055-postPregnancy:-0.063
Maternal Diagnosis:9ccs244:Other injury:-0.063
Maternal Diagnosis:9ccs159:UTI:-0.062
Maternal Lab History: T-3(Total)-otherPregnancy:-0.062
Vital: Ht-gain5to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.484
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:-0.108
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.094
Maternal Diagnosis:9ccs143:Abdom hernia:0.082
Number of Visits:0.080
Lab:292495 LEAD LEVEL - Sunrise:0.079
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.075
Diagnosis:9ccs236:Opn wnd extr:0.072
Maternal Procedure History:81000-postPregnancy:0.068
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.066
Maternal Diagnosis:9ccs98:HTN:0.066
* Vital: Wt-gain0to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1401 | OR_unadj: 1.349 [1.031 1.765] | indivs AUC:0.600
Correlated most with:
Number of Visits:0.145
Diagnosis:9ccs126:Ot up rsp in:0.121
Diagnosis:9ccs92:Otitis media:0.100
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:-0.097
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.096
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.085
Newborn Diagnosis:9ccs143:Abdom hernia:-0.085
Newborn Diagnosis:9ccs133:Oth low resp:0.084
Diagnosis:9ccs10:Immuniz/scrn:0.083
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.082
* Vital: BMI-avg5to7 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.615
Correlated most with:
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.108
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.099
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.093
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.090
Diagnosis:9ccs238:Complic proc:-0.089
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.081
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.078
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.078
Newborn Diagnosis:9ccs59:Anemia:-0.077
Vital: Wt for Length ZScore-gain7to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.597
Correlated most with:
Maternal Diagnosis:9ccs198:Ot infl skin:0.126
Maternal Lab History: PROLACTIN-postPregnancy:-0.104
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.104
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.103
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.092
Lab:292495 LEAD LEVEL - Sunrise:0.089
Maternal Diagnosis:9ccs200:Oth skin dx:-0.084
Newborn Diagnosis:9ccs220:Birth asphyx:0.083
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.082
Diagnosis:9ccs199:Ulcer skin:0.081
* Vital: HC-avg10to13 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.609
Correlated most with:
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.101
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.099
Newborn Diagnosis:9ccs5:HIV infectn:-0.099
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.093
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.088
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.080
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.080
Diagnosis:9ccs132:Lung externl:-0.075
Maternal Lab History: URINE KETONES-postPregnancy:0.074
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.072
Vital: Temp-avg10to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs175:Ot femal gen:-0.199
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.199
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.146
Diagnosis:9ccs223:Birth trauma:-0.120
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.105
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.091
Diagnosis:9ccs247:Lymph enlarg:-0.090
Newborn Diagnosis:9ccs259:Unclassified:-0.079
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.079
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.079
Vital: HC-gain10to16 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:0.090
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.082
Diagnosis:9ccs256:Exam/eval:-0.077
Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:0.077
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.076
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.075
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.075
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.072
Diagnosis:9ccs154:Gastroent:-0.070
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070
Vital: Wt-gain1to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.561
Correlated most with:
Number of Visits:0.126
Diagnosis:9ccs126:Ot up rsp in:0.121
Diagnosis:9ccs7:Viral infect:0.096
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.086
Diagnosis:9ccs239:Superfic inj:0.084
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:-0.082
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.080
Maternal Procedure History:90472-postPregnancy:0.080
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.077
Diagnosis:9ccs154:Gastroent:-0.075
Vital: Ht Percentile-gain13to19 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.459
Correlated most with:
Newborn Diagnosis:9ccs143:Abdom hernia:-0.085
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:-0.085
Diagnosis:9ccs171:Menstrual dx:-0.082
Diagnosis:9ccs49:DiabMel no c:0.071
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.070
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.070
Maternal Lab History: URINE CULTURE-postPregnancy:-0.068
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.067
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.064
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.064
* Vital: Ht Percentile-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.549
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.098
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Diagnosis:9ccs89:Blindness:0.081
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.075
Maternal Procedure History:96372-otherPregnancy:-0.074
Maternal Lab History: RBC-otherPregnancy:0.072
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.071
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.070
Maternal Lab History: PH-postPregnancy:-0.067
Maternal Procedure History:90656-otherPregnancy:0.067
Vital: HC-gain1to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.565
Correlated most with:
Diagnosis:9ccs125:Bronchitis:0.091
Diagnosis:9ccs154:Gastroent:-0.089
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.082
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.081
Newborn Diagnosis:9ccs222:Perint jaund:0.077
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.076
Diagnosis:9ccs163:Other GU dx:0.076
Diagnosis:9ccs126:Ot up rsp in:0.075
Diagnosis:9ccs196:Nml preg/del:-0.074
Maternal Procedure History:93005-postPregnancy:-0.074
Vital: Ht-gain0to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.561
Correlated most with:
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.108
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.090
Newborn Diagnosis:9ccs143:Abdom hernia:-0.089
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:-0.087
Maternal Lab History: INR-otherPregnancy:-0.086
Maternal Diagnosis:9ccs3:Oth bact inf:-0.083
Diagnosis:9ccs16:Liver/ibd ca:0.082
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.082
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.082
Vital: HC-avg1to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.541
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.219
Newborn Diagnosis:9ccs219:Low birth wt:-0.212
Maternal Lab History: FREE T-4-otherPregnancy:-0.130
Diagnosis:9ccs219:Low birth wt:-0.111
Maternal Diagnosis:9ccs185:Long pregncy:0.101
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.097
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.095
Diagnosis:9ccs75:Hx mental dx:0.093
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.092
Vital: HC-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.635
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.252
Diagnosis:9ccs10:Immuniz/scrn:0.246
Diagnosis:9ccs92:Otitis media:0.214
Diagnosis:9ccs257:Ot aftercare:0.211
Number of Visits:0.162
Diagnosis:9ccs7:Viral infect:0.160
Diagnosis:9ccs125:Bronchitis:0.152
Diagnosis:9ccs135:Intest infct:0.150
Diagnosis:9ccs90:Eye infectn:0.137
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.111
Vital: HC-gain0to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.521
Correlated most with:
Number of Visits:0.110
Maternal Lab History: INR-otherPregnancy:-0.090
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.075
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.074
Diagnosis:9ccs126:Ot up rsp in:0.073
Maternal Diagnosis:9ccs7:Viral infect:-0.072
Diagnosis:9ccs137:Mouth dx:0.072
Diagnosis:9ccs49:DiabMel no c:-0.070
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:-0.070
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.069
* Vital: Wt-gain5to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.580
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:0.096
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.095
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.086
Maternal Diagnosis:9ccs143:Abdom hernia:0.085
Maternal Diagnosis:9ccs198:Ot infl skin:0.084
Maternal Diagnosis:9ccs200:Oth skin dx:-0.080
Diagnosis:9ccs236:Opn wnd extr:0.077
Maternal Diagnosis:9ccs117:Ot circul dx:-0.076
Maternal Diagnosis:9ccs149:Biliary dx:0.074
Maternal Lab History: MCV-otherPregnancy:-0.074
Vital: HC-avg3to5 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.633
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.147
Newborn Diagnosis:9ccs219:Low birth wt:-0.133
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.120
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.096
Newborn Diagnosis:9ccs5:HIV infectn:-0.096
Diagnosis:9ccs219:Low birth wt:-0.093
Newborn Diagnosis:9ccs94:Other ear dx:0.092
Maternal Procedure History:81000-postPregnancy:-0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.073
Vital: Wt for Len Percentile-gain5to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.538
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:0.105
Maternal Diagnosis:9ccs200:Oth skin dx:-0.097
Lab:292495 LEAD LEVEL - Sunrise:0.094
Maternal Diagnosis:9ccs184:Early labor:0.093
Maternal Diagnosis:9ccs198:Ot infl skin:0.085
Maternal Diagnosis:9ccs117:Ot circul dx:-0.083
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.078
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.075
Maternal Diagnosis:9ccs60:Acut p-h anm:0.073
Vital: BMI-gain13to19 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1431 | OR_unadj: 0.840 [0.643 1.097] | indivs AUC:0.481
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.075
Maternal Diagnosis:9ccs250:Nausea/vomit:-0.071
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.066
Diagnosis:9ccs163:Other GU dx:0.065
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.065
Maternal Procedure History:86703-postPregnancy:-0.065
Maternal Lab History: BILE ACIDS-otherPregnancy:0.064
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.062
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.061
Maternal Diagnosis:9ccs3:Oth bact inf:0.061
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.533
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153
Maternal Diagnosis:9ccs190:Fetal distrs | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 378 | OR_unadj: 0.848 [0.610 1.181] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs190:Fetal distrs:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.147
Maternal Diagnosis:9ccs185:Long pregncy:0.141
Maternal Diagnosis:9ccs195:Ot compl bir:0.102
Maternal Diagnosis:9ccs176:Contraceptiv:-0.085
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.079
Diagnosis:9ccs61:Sickle cell:0.078
Maternal Procedure History:36415-otherPregnancy:0.072
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.070
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.070
Vital: Temp-avg13to16 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.541
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.145
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.096
Maternal Diagnosis:9ccs89:Blindness:0.089
Maternal Diagnosis:9ccs149:Biliary dx:0.085
Maternal Lab History: TP VOLUME-otherPregnancy:0.082
Maternal Diagnosis:9ccs183:HTN in preg:0.081
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.079
Maternal Lab History: GFR in African American-postPregnancy:-0.078
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 994 | OR_unadj: 1.205 [0.891 1.630] | indivs AUC:0.531
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.458
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.457
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.448
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.403
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.402
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.341
Vital: Wt-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.555
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.362
Maternal Diagnosis:9ccs184:Early labor:-0.355
Diagnosis:9ccs219:Low birth wt:-0.222
Maternal Diagnosis:9ccs185:Long pregncy:0.217
Newborn Diagnosis:9ccs221:Resp distres:-0.150
Newborn Diagnosis:9ccs256:Exam/eval:-0.139
Newborn Diagnosis:9ccs224:Ot perint dx:0.130
Maternal Diagnosis:9ccs183:HTN in preg:-0.125
Newborn Diagnosis:9ccs253:Allergy:-0.111
Newborn Diagnosis:9ccs222:Perint jaund:-0.107
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.533
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.531
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.459
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.457
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.450
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.403
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.402
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.339
Vital: BMI-gain5to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.575
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:-0.110
Lab:292495 LEAD LEVEL - Sunrise:0.095
Number of Visits:0.086
Diagnosis:9ccs236:Opn wnd extr:0.085
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.084
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.083
Maternal Diagnosis:9ccs198:Ot infl skin:0.078
Maternal Diagnosis:9ccs143:Abdom hernia:0.077
Maternal Diagnosis:9ccs149:Biliary dx:0.073
Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:0.072
Vital: Ht-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.579
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.303
Maternal Diagnosis:9ccs184:Early labor:-0.278
Diagnosis:9ccs219:Low birth wt:-0.175
Maternal Diagnosis:9ccs185:Long pregncy:0.151
Diagnosis:9ccs87:Retinal dx:-0.138
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.129
Newborn Diagnosis:9ccs222:Perint jaund:-0.123
Maternal Diagnosis:9ccs5:HIV infectn:-0.122
Diagnosis:9ccs143:Abdom hernia:-0.119
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117
* Vital: HC-avg13to16 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.622
Correlated most with:
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.104
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.087
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084
Maternal Lab History: PTT-otherPregnancy:-0.079
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.079
Diagnosis:9ccs87:Retinal dx:-0.075
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.074
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.073
Maternal Lab History: MONOS-postPregnancy:-0.073
Maternal Lab History: TRANSFERRIN-postPregnancy:-0.071
* Vital: Wt for Length ZScore-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.626
Correlated most with:
Newborn Diagnosis:9ccs59:Anemia:-0.094
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.094
Diagnosis:9ccs238:Complic proc:-0.091
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.086
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.086
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.079
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.077
Lab:294199 BILIRUBIN SCAN - LMC:-0.077
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.075
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.073
* Vital: Wt for Len Percentile-gain10to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.570
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.094
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.080
Diagnosis:9ccs5:HIV infectn:0.078
Diagnosis:9ccs163:Other GU dx:-0.077
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.075
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.073
Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.073
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.067
Maternal Lab History: URINE KETONES-otherPregnancy:0.064
Maternal Diagnosis:9ccs102:Chest pain:-0.064
* Vital: Wt-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.658
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.190
Maternal Diagnosis:9ccs184:Early labor:-0.126
Diagnosis:9ccs238:Complic proc:-0.108
Newborn Diagnosis:9ccs221:Resp distres:-0.103
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.087
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.087
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.084
Newborn Diagnosis:9ccs59:Anemia:-0.084
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.524
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.696
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.694
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.655
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.634
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.351
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350
Vital: Wt for Length ZScore-gain0to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.556
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Diagnosis:9ccs219:Low birth wt:-0.096
Newborn Diagnosis:9ccs219:Low birth wt:-0.095
Maternal Diagnosis:9ccs184:Early labor:-0.091
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.080
Diagnosis:10ccs58:Ot nutrit dx:0.069
Diagnosis:9ccs222:Perint jaund:-0.067
Newborn Diagnosis:9ccs224:Ot perint dx:0.064
Maternal Lab History: PAPP-A-postPregnancy:-0.063
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.063
* Vital: Wt Change-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.582
Correlated most with:
Number of Visits:-0.166
Diagnosis:9ccs126:Ot up rsp in:-0.138
Diagnosis:9ccs92:Otitis media:-0.120
Diagnosis:9ccs125:Bronchitis:-0.110
Maternal Procedure History:90746-postPregnancy:-0.099
Newborn Diagnosis:9ccs143:Abdom hernia:0.097
Maternal Diagnosis:9ccs75:Hx mental dx:0.086
Diagnosis:9ccs133:Oth low resp:-0.082
Newborn Diagnosis:9ccs0:No DX:0.081
Maternal Lab History: OXACILLIN-postPregnancy:0.081
Vital: Wt for Len Percentile-gain13to19 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1254 | OR_unadj: 1.030 [0.785 1.351] | indivs AUC:0.487
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.070
Diagnosis:9ccs7:Viral infect:0.069
Diagnosis:9ccs163:Other GU dx:0.067
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.067
Diagnosis:9ccs233:Intracrn inj:-0.066
Maternal Diagnosis:9ccs3:Oth bact inf:0.065
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:-0.064
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.064
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.063
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.063
Vital: Wt for Length ZScore-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.556
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Diagnosis:9ccs219:Low birth wt:-0.096
Newborn Diagnosis:9ccs219:Low birth wt:-0.095
Maternal Diagnosis:9ccs184:Early labor:-0.091
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.080
Diagnosis:10ccs58:Ot nutrit dx:0.069
Diagnosis:9ccs222:Perint jaund:-0.067
Newborn Diagnosis:9ccs224:Ot perint dx:0.064
Maternal Lab History: PAPP-A-postPregnancy:-0.063
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.063
* Vital: HC-avg7to10 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.609
Correlated most with:
Maternal Procedure History:97140-postPregnancy:0.480
Maternal Procedure History:97010-postPregnancy:0.415
Maternal Procedure History:97032-postPregnancy:0.383
Maternal Lab History: BASE DEFICIT-postPregnancy:0.324
Maternal Lab History: BICARBONATE-postPregnancy:-0.297
Maternal Procedure History:97110-postPregnancy:0.292
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.205
Maternal Lab History: PTT-postPregnancy:-0.184
Maternal Lab History: O2 SATURATION-postPregnancy:0.183
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.170
* Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.644
Correlated most with:
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.070
Maternal Lab History: ANION GAP-otherPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.066
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.060
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.060
Diagnosis:9ccs222:Perint jaund:-0.059
Diagnosis:9ccs75:Hx mental dx:0.058
Maternal Diagnosis:9ccs200:Oth skin dx:0.057
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.057
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.057
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1013 | OR_unadj: 0.877 [0.644 1.195] | indivs AUC:0.493
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.587
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.586
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.582
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.581
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.483
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.481
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.476
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.474
Vital: HC-gain13to19 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.541
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.082
Diagnosis:9ccs128:Asthma:0.079
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.075
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.074
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.074
Newborn Diagnosis:9ccs223:Birth trauma:0.070
Maternal Diagnosis:9ccs46:Bnign ut neo:0.070
Maternal Diagnosis:9ccs172:Ovarian cyst:0.068
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.067
Maternal Lab History: URINE CULTURE-postPregnancy:-0.067
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.535
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.524
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.695
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.695
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.654
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.635
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.350
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350
* Vital: Wt Change-avg19to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.575
Correlated most with:
Number of Visits:-0.161
Diagnosis:9ccs92:Otitis media:-0.142
Diagnosis:9ccs126:Ot up rsp in:-0.126
Maternal Procedure History:97014-postPregnancy:-0.105
Diagnosis:9ccs133:Oth low resp:-0.099
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.097
Maternal Lab History: OXACILLIN-postPregnancy:0.091
Maternal Lab History: PH-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:-0.085
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.084
Vital: HC-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.535
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.279
Newborn Diagnosis:9ccs219:Low birth wt:-0.256
Diagnosis:9ccs219:Low birth wt:-0.160
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.160
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:-0.137
Maternal Diagnosis:9ccs185:Long pregncy:0.131
Newborn Diagnosis:9ccs256:Exam/eval:-0.107
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.090
Newborn Diagnosis:9ccs94:Other ear dx:0.089
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.535
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249
Vital: HC-gain5to10 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.526
Correlated most with:
Maternal Procedure History:97140-postPregnancy:0.096
Maternal Diagnosis:9ccs200:Oth skin dx:-0.086
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.084
Lab:292495 LEAD LEVEL - Sunrise:0.079
Maternal Lab History: PTT-postPregnancy:-0.078
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.077
Maternal Lab History: CREATININE-postPregnancy:-0.076
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.073
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.069
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.068
Vital: HR-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.471
Correlated most with:
Maternal Diagnosis:9ccs102:Chest pain:0.115
Diagnosis:9ccs10:Immuniz/scrn:0.112
Diagnosis:9ccs70:Schizo/rl dx:0.083
Diagnosis:9ccs217:Ot cong anom:0.083
Maternal Lab History: BUN-postPregnancy:-0.081
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.072
Maternal Lab History: PLATELET COUNT-postPregnancy:0.071
Diagnosis:9ccs221:Resp distres:0.071
Maternal Diagnosis:9ccs24:Breast cancr:0.071
Newborn Diagnosis:9ccs256:Exam/eval:0.069
* Maternal Diagnosis:9ccs186:DM in preg | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 164 | OR_unadj: 2.045 [1.396 2.995] | indivs AUC:0.535
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg:1.000
Maternal Diagnosis:9ccs49:DiabMel no c:0.409
Newborn Diagnosis:9ccs259:Unclassified:0.292
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.243
MatDeliveryAge:0.211
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.169
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.166
Maternal Diagnosis:9ccs176:Contraceptiv:0.135
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.126
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.123
Vital: Ht-avg7to10 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.506
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.129
Maternal Diagnosis:9ccs5:HIV infectn:-0.099
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.097
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.094
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.085
Diagnosis:9ccs87:Retinal dx:-0.084
Maternal Diagnosis:9ccs161:Ot dx kidney:0.080
Diagnosis:9ccs219:Low birth wt:-0.079
Maternal Diagnosis:9ccs181:Ot preg comp | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 487 | OR_unadj: 1.286 [0.968 1.709] | indivs AUC:0.567
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.467
Maternal Diagnosis:9ccs59:Anemia:0.379
Maternal Diagnosis:9ccs128:Asthma:0.219
Maternal Diagnosis:9ccs60:Acut p-h anm:0.182
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.180
Maternal Diagnosis:9ccs7:Viral infect:0.144
Maternal Diagnosis:9ccs48:Thyroid dsor:0.139
Maternal Diagnosis:9ccs106:Dysrhythmia:0.128
Maternal Diagnosis:9ccs168:PID:0.128
* Vital: Wt Percentile-avg10to13 | coef 0.002 95% CI: [-0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.581
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.108
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.100
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099
Lab:294199 BILIRUBIN SCAN - LMC:-0.091
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:-0.088
Diagnosis:9ccs230:Fx leg:-0.088
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:-0.086
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:-0.086
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082
* Vital: Ht-avg13to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.497
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.120
Maternal Lab History: LH-postPregnancy:-0.098
Maternal Lab History: 1 HOUR-postPregnancy:0.092
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.086
Diagnosis:9ccs2:Septicemia:0.082
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.080
Maternal Lab History: 1 HOUR-otherPregnancy:0.079
Maternal Lab History: 1/2 HOUR-postPregnancy:0.076
Maternal Diagnosis:9ccs160:Urin stone:0.074
Maternal Diagnosis:9ccs184:Early labor:-0.074
* Vital: Ht-avg16to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.552
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.120
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.104
Maternal Lab History: TRANSFERRIN-postPregnancy:-0.098
Maternal Diagnosis:9ccs184:Early labor:-0.094
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.093
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.091
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.089
Newborn Diagnosis:9ccs5:HIV infectn:-0.085
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.085
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.493
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.587
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.586
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.582
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.581
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.482
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.481
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.475
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.474
Vital: Ht Percentile-gain1to5 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.424
Correlated most with:
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.103
Maternal Procedure History:90472-postPregnancy:0.101
Maternal Lab History: MPV-otherPregnancy:0.096
Maternal Diagnosis:9ccs210:SLE:0.095
Maternal Procedure History:99211-otherPregnancy:0.092
Maternal Procedure History:96372-otherPregnancy:-0.088
Diagnosis:9ccs195:Ot compl bir:-0.087
Maternal Diagnosis:9ccs160:Urin stone:0.081
Maternal Diagnosis:9ccs121:Oth vein dx:0.076
Maternal Lab History: FASTING-postPregnancy:-0.076
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.508
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.380
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.218
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.217
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.508
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.465
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.381
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.379
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.268
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.219
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.217
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.545
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.381
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.340
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.472
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.998
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.731
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.719
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.718
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.710
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.708
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.653
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.652
* Vital: HC-avg16to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.611
Correlated most with:
Maternal Diagnosis:9ccs120:Hemmorhoids:-0.230
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.118
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.096
Diagnosis:9ccs51:Ot endo dsor:-0.094
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.084
Maternal Procedure History:90649-postPregnancy:-0.081
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.078
Maternal Lab History: TRANSFERRIN-postPregnancy:-0.077
Maternal Lab History: LACTIC ACID-postPregnancy:0.076
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.545
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.379
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.341
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340
Vital: BP-otherPregnancy | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 314 | OR_unadj: 1.341 [0.868 2.070] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: RBC-otherPregnancy:0.293
Maternal Lab History: MCH-otherPregnancy:-0.209
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:-0.183
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.174
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.173
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.173
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.168
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.167
Maternal Lab History: MCV-otherPregnancy:-0.165
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.154
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.512
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.731
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.655
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.652
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.635
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.634
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.608
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.605
* Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.464
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.458
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.207
Diagnosis:9ccs257:Ot aftercare:0.194
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs253:Allergy:0.179
Number of Visits:0.166
Diagnosis:9ccs135:Intest infct:0.147
Diagnosis:9ccs90:Eye infectn:0.143
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1058 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.472
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.998
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.730
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.718
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.714
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.704
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.650
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.507
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.991
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.521
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.520
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.495
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.493
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.475
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.474
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.397
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.397
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.512
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.730
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.656
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.636
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.635
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.609
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.607
Vital: Ht-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.523
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.101
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.098
Diagnosis:9ccs221:Resp distres:0.091
Diagnosis:9ccs128:Asthma:0.088
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.084
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Diagnosis:9ccs200:Oth skin dx:0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.082
Maternal Lab History: 1 HOUR-postPregnancy:0.080
Maternal Lab History: TRANSFERRIN-postPregnancy:-0.076
Vital: Ht-avg0to1 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.551
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.348
Maternal Diagnosis:9ccs184:Early labor:-0.342
Diagnosis:9ccs219:Low birth wt:-0.204
Newborn Diagnosis:9ccs221:Resp distres:-0.162
Maternal Diagnosis:9ccs185:Long pregncy:0.159
Newborn Diagnosis:9ccs222:Perint jaund:-0.135
Maternal Diagnosis:9ccs183:HTN in preg:-0.127
Newborn Diagnosis:9ccs256:Exam/eval:-0.126
Diagnosis:9ccs143:Abdom hernia:-0.112
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1060 | OR_unadj: 1.433 [1.080 1.900] | indivs AUC:0.507
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.991
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.523
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.516
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.497
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.490
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.476
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.470
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.399
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.394
Vital: Wt Change-avg7to10 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs199:Ulcer skin:0.220
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.123
Maternal Diagnosis:9ccs121:Oth vein dx:0.122
Diagnosis:9ccs252:Fatigue:0.116
Maternal Lab History: APF MoM-otherPregnancy:-0.106
Newborn Diagnosis:9ccs220:Birth asphyx:0.105
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.105
Diagnosis:9ccs145:Int obstruct:-0.102
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:-0.100
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.098
* Maternal Lab History: MCH-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 608 | OR_unadj: 0.593 [0.404 0.870] | indivs AUC:0.421
Correlated most with:
Maternal Lab History: MCH-postPregnancy:1.000
Maternal Lab History: MCV-postPregnancy:0.760
Maternal Lab History: RDW-postPregnancy:-0.597
Maternal Lab History: RBC-postPregnancy:-0.442
Maternal Lab History: MCH-otherPregnancy:0.430
Maternal Lab History: MCV-otherPregnancy:0.403
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.380
Maternal Lab History: RDW-otherPregnancy:-0.252
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.251
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.237
Vital: Ht-avg3to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.514
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.251
Maternal Diagnosis:9ccs184:Early labor:-0.199
Maternal Diagnosis:9ccs185:Long pregncy:0.130
Diagnosis:9ccs87:Retinal dx:-0.116
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.109
Newborn Diagnosis:9ccs221:Resp distres:-0.104
Diagnosis:9ccs219:Low birth wt:-0.099
Newborn Diagnosis:9ccs222:Perint jaund:-0.097
Maternal Diagnosis:9ccs183:HTN in preg:-0.092
Newborn Diagnosis:9ccs256:Exam/eval:-0.091
Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 725 | OR_unadj: 1.290 [0.988 1.685] | indivs AUC:0.523
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir:1.000
Newborn Diagnosis:9ccs256:Exam/eval:0.154
MatDeliveryAge:0.128
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.120
Maternal Diagnosis:9ccs191:Amnios dx:0.105
Maternal Diagnosis:9ccs190:Fetal distrs:0.102
Newborn Diagnosis:9ccs224:Ot perint dx:0.101
Maternal Diagnosis:9ccs46:Bnign ut neo:0.080
Newborn Diagnosis:9ccs222:Perint jaund:0.071
Maternal Diagnosis:9ccs185:Long pregncy:0.069
Vital: BP-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 666 | OR_unadj: 1.322 [0.954 1.832] | indivs AUC:0.560
Correlated most with:
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.209
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.191
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.186
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.171
Diagnosis:9ccs232:Sprain:0.171
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.158
Maternal Diagnosis:9ccs183:HTN in preg:0.157
Maternal Lab History: URINE PH-postPregnancy:-0.153
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.146
MatDeliveryAge:0.144
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.520
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.520
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.465
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.254
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239
Vital: Ht Percentile-gain5to10 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.553
Correlated most with:
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.109
Maternal Lab History: PAPP-A-postPregnancy:-0.103
Newborn Diagnosis:9ccs143:Abdom hernia:-0.089
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.086
Maternal Diagnosis:9ccs102:Chest pain:0.085
Maternal Diagnosis:9ccs24:Breast cancr:0.078
Maternal Lab History: ALBUMIN-otherPregnancy:-0.077
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.077
Maternal Diagnosis:9ccs143:Abdom hernia:0.076
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.074
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.471
Correlated most with:
Newborn Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Diagnosis:9ccs185:Long pregncy:0.438
Newborn Diagnosis:9ccs96:Hrt valve dx:0.129
Newborn Diagnosis:9ccs256:Exam/eval:0.127
Newborn Diagnosis:9ccs222:Perint jaund:0.105
Maternal Diagnosis:9ccs195:Ot compl bir:0.101
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.101
Newborn Diagnosis:9ccs95:Oth nerv dx:0.085
Diagnosis:9ccs253:Allergy:-0.080
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070
Vital: Ht Percentile-gain16to24 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccs0:No DX:0.102
Diagnosis:9ccs258:Other screen:-0.095
Maternal Procedure History:90772-postPregnancy:-0.087
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.087
Maternal Procedure History:90663-postPregnancy:0.083
Maternal Procedure History:90470-postPregnancy:0.083
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.083
Maternal Procedure History:J1055-postPregnancy:-0.082
Maternal Diagnosis:10ccs657-postPregnancy:0.081
Diagnosis:9ccs51:Ot endo dsor:-0.076
Vital: Ht-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.528
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.104
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.099
Diagnosis:9ccs221:Resp distres:0.092
Diagnosis:9ccs200:Oth skin dx:0.088
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.087
Newborn Diagnosis:9ccs219:Low birth wt:-0.087
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.083
Maternal Lab History: 1 HOUR-postPregnancy:0.081
Maternal Lab History: TRANSFERRIN-postPregnancy:-0.076
* Vital: Wt Percentile-avg13to16 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 679 | OR_unadj: 1.935 [1.451 2.581] | indivs AUC:0.609
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.105
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:-0.094
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:-0.094
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.094
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.094
Diagnosis:9ccs230:Fx leg:-0.089
Maternal Lab History: INHMOM-otherPregnancy:-0.085
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:-0.080
Maternal Lab History: 1 HOUR-otherPregnancy:0.080
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.475
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.930
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.928
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.769
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.767
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.706
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.704
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.664
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.663
Vital: Wt Percentile-gain7to13 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs5:HIV infectn:-0.110
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.108
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.092
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.085
Maternal Diagnosis:9ccs56:Cystic fibro:0.084
Newborn Diagnosis:9ccs143:Abdom hernia:0.081
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.079
Maternal Diagnosis:9ccs217:Ot cong anom:-0.077
Diagnosis:10ccs238:Complic proc:0.077
Diagnosis:9ccs2604:E Codes: Fire/burn:0.077
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.490
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.997
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.947
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.769
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.768
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.759
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.757
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.713
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.711
* Vital: Wt for Len Percentile-gain3to7 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.595
Correlated most with:
Maternal Diagnosis:10ccs159:UTI-postPregnancy:-0.132
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:-0.109
Diagnosis:9ccs155:Other GI dx:-0.100
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.091
Maternal Diagnosis:10ccs168:PID-postPregnancy:-0.091
Maternal Diagnosis:9ccs96:Hrt valve dx:-0.087
Maternal Diagnosis:9ccs64:Ot hematl dx-postPregnancy:-0.087
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:-0.086
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.076
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:-0.073
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.490
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.997
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.947
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.944
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.769
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.767
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.760
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.757
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.714
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.711
Maternal Diagnosis:9ccs193:OB-related perin trauma | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 695 | OR_unadj: 0.781 [0.592 1.029] | indivs AUC:0.434
Correlated most with:
Maternal Diagnosis:9ccs193:OB-related perin trauma:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.327
Maternal Diagnosis:9ccs187:Malposition:-0.183
Maternal Diagnosis:9ccs176:Contraceptiv:-0.123
Maternal Diagnosis:9ccs195:Ot compl bir:-0.120
MatDeliveryAge:-0.114
Maternal Diagnosis:9ccs184:Early labor:-0.108
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.105
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.100
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.096
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.475
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.930
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.928
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.769
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.768
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.706
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.705
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.665
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.663
Vital: HR-otherPregnancy | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 291 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.528
Correlated most with:
Maternal Lab History: AFP-otherPregnancy:0.201
Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.171
Maternal Lab History: ANION GAP-otherPregnancy:0.160
Maternal Procedure History:93005-otherPregnancy:0.139
Maternal Procedure History:81000-postPregnancy:-0.138
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.135
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.135
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.135
Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.128
Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.128
Vital: Ht Percentile-gain7to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.478
Correlated most with:
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.100
Maternal Procedure History:93005-postPregnancy:-0.093
Maternal Diagnosis:9ccs7:Viral infect:-0.085
Maternal Lab History: GFR in African American-postPregnancy:0.081
Maternal Lab History: GFR Calculation-postPregnancy:0.081
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.080
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.080
Diagnosis:9ccs120:Hemmorhoids:0.080
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.080
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.076
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1060 | OR_unadj: 0.950 [0.691 1.307] | indivs AUC:0.467
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.915
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.719
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.714
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.711
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.710
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.708
Maternal Diagnosis:9ccs191:Amnios dx | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 172 | OR_unadj: 1.271 [0.841 1.923] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:9ccs191:Amnios dx:1.000
Newborn Diagnosis:9ccs256:Exam/eval:0.181
Maternal Diagnosis:9ccs184:Early labor:0.130
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.109
Maternal Diagnosis:9ccs195:Ot compl bir:0.105
Newborn Diagnosis:9ccs219:Low birth wt:0.104
Maternal Diagnosis:9ccs244:Other injury:0.102
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.091
Diagnosis:9ccs63:Wht blood dx:0.091
Maternal Diagnosis:9ccs182:Hemorr preg:0.086
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1056 | OR_unadj: 0.986 [0.740 1.313] | indivs AUC:0.475
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.720
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.709
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.688
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.686
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1059 | OR_unadj: 1.001 [0.752 1.332] | indivs AUC:0.475
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.720
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.710
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.689
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.687
* Vital: BMI-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 538 | OR_unadj: 2.540 [1.496 4.314] | indivs AUC:0.590
Correlated most with:
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.208
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.208
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.180
Maternal Procedure History:S9470-postPregnancy:0.171
Maternal Lab History: GLUCOSE-otherPregnancy:0.169
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.168
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.166
Maternal Lab History: RDW-otherPregnancy:0.162
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.159
Maternal Lab History: LH-postPregnancy:-0.150
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.464
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.914
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.719
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.713
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.711
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.709
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.708
* Maternal Diagnosis:9ccs189:Prev c-sectn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 275 | OR_unadj: 1.564 [1.125 2.174] | indivs AUC:0.550
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.327
Maternal Diagnosis:9ccs176:Contraceptiv:0.239
MatDeliveryAge:0.175
Maternal Diagnosis:9ccs168:PID:0.156
Maternal Diagnosis:9ccs190:Fetal distrs:-0.147
Maternal Diagnosis:9ccs185:Long pregncy:-0.140
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.110
Maternal Lab History: 1 HOUR-postPregnancy:-0.103
Newborn Diagnosis:9ccs224:Ot perint dx:-0.101
Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1060 | OR_unadj: 1.130 [0.854 1.496] | indivs AUC:0.530
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.779
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.776
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.760
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.757
Vital: HR-avg16to19 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.463
Correlated most with:
Maternal Diagnosis:9ccs102:Chest pain:0.188
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:-0.126
Diagnosis:9ccs106:Dysrhythmia:0.124
Maternal Diagnosis:9ccs24:Breast cancr:0.119
Maternal Diagnosis:9ccs1:Tuberculosis:-0.108
Maternal Diagnosis:9ccs121:Oth vein dx:0.108
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:-0.090
Maternal Lab History: LDH-otherPregnancy:-0.088
Maternal Diagnosis:9ccs239:Superfic inj:-0.087
Maternal Lab History: HCG-postPregnancy:-0.087
Maternal Lab History: EOSINOPHIL-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 548 | OR_unadj: 1.317 [0.896 1.934] | indivs AUC:0.559
Correlated most with:
Maternal Lab History: EOSINOPHIL-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.419
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.360
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.325
Maternal Lab History: BASOPHIL-postPregnancy:0.290
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.272
Maternal Lab History: RBC-postPregnancy:0.253
Maternal Lab History: MCH-postPregnancy:-0.237
Maternal Lab History: POLYS-postPregnancy:-0.215
Maternal Lab History: WBC-postPregnancy:-0.201
Maternal Diagnosis:9ccs185:Long pregncy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 410 | OR_unadj: 1.005 [0.737 1.370] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:1.000
Newborn Diagnosis:9ccs224:Ot perint dx:0.438
Maternal Diagnosis:9ccs184:Early labor:-0.142
Maternal Diagnosis:9ccs190:Fetal distrs:0.141
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.140
Newborn Diagnosis:9ccs219:Low birth wt:-0.131
Diagnosis:9ccs253:Allergy:-0.074
Maternal Diagnosis:9ccs183:HTN in preg:-0.074
Diagnosis:9ccs219:Low birth wt:-0.070
Maternal Diagnosis:9ccs195:Ot compl bir:0.069
Vital: Ht Percentile-gain10to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.105
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.094
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.094
Maternal Diagnosis:9ccs113:Late eff CVD-otherPregnancy:0.092
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:0.092
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.091
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.085
Newborn Diagnosis:9ccs214:GI cong anom:0.084
Lab:294495 LEAD, BLOOD - LMC:0.084
Maternal Procedure History:97014-postPregnancy:-0.083
Vital: Temp-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 268 | OR_unadj: 1.249 [0.793 1.967] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: A/G-postPregnancy:-0.170
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.169
Maternal Procedure History:36415-otherPregnancy:-0.153
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:-0.153
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.148
Maternal Lab History: GLOBULIN-postPregnancy:0.145
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.140
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:-0.129
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:-0.124
Maternal Procedure History:97035-postPregnancy:-0.123
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1057 | OR_unadj: 1.134 [0.857 1.501] | indivs AUC:0.530
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.914
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.778
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.776
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.759
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.757
* Vital: Wt Percentile-gain13to19 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 826 | OR_unadj: 0.644 [0.432 0.961] | indivs AUC:0.455
Correlated most with:
Number of Visits:0.100
Maternal Diagnosis:9ccs250:Nausea/vomit:-0.093
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.087
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:-0.086
Newborn Diagnosis:9ccs143:Abdom hernia:-0.086
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.082
Diagnosis:9ccs0:No DX:0.079
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.078
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.078
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.076
Vital: Temp-otherPregnancy | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 122 | OR_unadj: 1.356 [0.745 2.467] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.238
Maternal Procedure History:36415-otherPregnancy:-0.219
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.200
Maternal Lab History: eGFR-otherPregnancy:0.185
Maternal Lab History: CALCIUM-otherPregnancy:-0.174
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.172
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.165
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.165
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.161
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.152
Maternal Lab History: NEUTROPHILS-5P-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 490 | OR_unadj: 0.715 [0.479 1.067] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.853
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.766
Maternal Lab History: ABS LYMPH-postPregnancy:-0.588
Maternal Lab History: WBC-postPregnancy:0.474
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.419
Maternal Lab History: BASOPHIL-postPregnancy:-0.344
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.297
Maternal Lab History: RBC-postPregnancy:-0.290
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.248
Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs255:Social admin:0.212
Diagnosis:9ccs200:Oth skin dx:0.201
Number of Visits:0.180
Diagnosis:9ccs10:Immuniz/scrn:0.179
Diagnosis:9ccs4:Mycoses:0.177
Diagnosis:9ccs126:Ot up rsp in:0.157
Diagnosis:9ccs257:Ot aftercare:0.157
Diagnosis:9ccs7:Viral infect:0.155
Diagnosis:9ccs239:Superfic inj:0.139
Vital: Ht Percentile-gain3to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:-0.117
Maternal Diagnosis:9ccs121:Oth vein dx:-0.112
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.104
Diagnosis:9ccs70:Schizo/rl dx:0.099
Maternal Procedure History:90472-postPregnancy:-0.099
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:-0.094
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.093
Diagnosis:9ccs145:Int obstruct:-0.089
Diagnosis:9ccs92:Otitis media:0.085
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:-0.085
Maternal Lab History: WBC-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 605 | OR_unadj: 0.803 [0.545 1.183] | indivs AUC:0.423
Correlated most with:
Maternal Lab History: WBC-postPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.757
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.564
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.525
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.474
Maternal Lab History: WBC-otherPregnancy:0.291
Maternal Lab History: BASOPHIL-postPregnancy:-0.252
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.236
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.201
Maternal Lab History: ABS LYMPH-postPregnancy:0.197
Vital: Wt Percentile-gain16to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.550
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.116
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.094
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.091
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:-0.086
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.084
Diagnosis:9ccs0:No DX:0.084
Diagnosis:9ccs74:Ot mentl cnd:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.073
Maternal Diagnosis:10ccs251:Abdomnl pain-otherPregnancy:0.073
Maternal Lab History: MONOCYTES-5P-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 490 | OR_unadj: 0.750 [0.489 1.148] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: MONOCYTES-5P-postPregnancy:1.000
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.521
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.258
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.239
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.193
Maternal Lab History: MONOS-postPregnancy:0.186
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.159
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.157
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.136
Maternal Diagnosis:9ccs55:Fluid/elc dx-otherPregnancy:0.133
Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1059 | OR_unadj: 1.050 [0.773 1.426] | indivs AUC:0.499
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.947
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.930
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.928
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.779
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.776
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.722
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.722
Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1056 | OR_unadj: 1.054 [0.776 1.431] | indivs AUC:0.499
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.947
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.944
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.930
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.928
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.778
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.776
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.721
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.721
Vital: Wt Percentile-gain5to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 582 | OR_unadj: 1.002 [0.659 1.525] | indivs AUC:0.577
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.097
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.095
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.094
Newborn Diagnosis:9ccs143:Abdom hernia:-0.093
Diagnosis:9ccs5:HIV infectn:0.091
Maternal Diagnosis:9ccs24:Breast cancr:0.091
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.090
Diagnosis:9ccs254:Rehab:0.090
Maternal Diagnosis:9ccs244:Other injury:0.084
Vital: Ht Percentile-avg10to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.111
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110
Newborn Diagnosis:9ccs219:Low birth wt:-0.102
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.087
Maternal Diagnosis:9ccs184:Early labor:-0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.079
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.077
Maternal Lab History: LH-postPregnancy:-0.076
Maternal Lab History: 1/2 HOUR-postPregnancy:0.075
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.075
Maternal Lab History: ABS LYMPH-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 487 | OR_unadj: 1.043 [0.714 1.524] | indivs AUC:0.471
Correlated most with:
Maternal Lab History: ABS LYMPH-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.588
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.526
Maternal Lab History: ABS LYMPH-otherPregnancy:0.364
Maternal Lab History: PLATELET COUNT-postPregnancy:0.247
Maternal Lab History: RBC-postPregnancy:0.214
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.213
Maternal Lab History: WBC-postPregnancy:0.197
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.186
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.181
Vital: Ht Percentile-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.542
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.104
Maternal Lab History: MONOCYTE-postPregnancy:0.099
Maternal Diagnosis:9ccs5:HIV infectn:-0.096
Maternal Diagnosis:9ccs184:Early labor:-0.091
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086
Maternal Lab History: WEIGHT-postPregnancy:0.085
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.079
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.079
* Vital: Wt-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 316 | OR_unadj: 1.666 [1.070 2.593] | indivs AUC:0.549
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.300
Maternal Lab History: WEIGHT-otherPregnancy:0.290
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.258
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.258
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.256
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.240
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.221
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.220
Maternal Lab History: MCV-otherPregnancy:-0.201
Maternal Lab History: WEIGHT-postPregnancy:0.201
* Vital: Wt Change-avg16to19 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 712 | OR_unadj: 1.794 [1.198 2.685] | indivs AUC:0.550
Correlated most with:
Number of Visits:-0.152
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.121
Diagnosis:9ccs90:Eye infectn:-0.120
Diagnosis:9ccs257:Ot aftercare:-0.120
Diagnosis:9ccs10:Immuniz/scrn:-0.119
Diagnosis:9ccs135:Intest infct:-0.119
Diagnosis:9ccs126:Ot up rsp in:-0.116
Diagnosis:9ccs92:Otitis media:-0.111
Maternal Diagnosis:9ccs75:Hx mental dx:0.100
Diagnosis:9ccs242:Poisn ot med:-0.100
Maternal Lab History: RDW-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 606 | OR_unadj: 1.257 [0.870 1.814] | indivs AUC:0.583
Correlated most with:
Maternal Lab History: RDW-postPregnancy:1.000
Maternal Lab History: MCH-postPregnancy:-0.597
Maternal Lab History: MCV-postPregnancy:-0.547
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.413
Maternal Lab History: MCH-otherPregnancy:-0.296
Maternal Lab History: MCV-otherPregnancy:-0.293
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.287
Maternal Lab History: RDW-otherPregnancy:0.262
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.196
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.195
Vital: Wt Percentile-gain10to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 753 | OR_unadj: 0.793 [0.556 1.132] | indivs AUC:0.467
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.100
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.098
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.097
Diagnosis:9ccs5:HIV infectn:0.094
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.094
Maternal Diagnosis:9ccs102:Chest pain:-0.087
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.081
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.080
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080
Maternal Lab History: RETIC HGB-postPregnancy:0.076
* Vital: HC-avg19to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.590
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.119
Newborn Diagnosis:9ccs5:HIV infectn:-0.105
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.105
Diagnosis:9ccs83:Epilepsy/cnv:-0.101
Maternal Diagnosis:9ccs160:Urin stone:0.085
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.078
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.076
Diagnosis:9ccs90:Eye infectn:0.070
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.066
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:0.065
Vital: Ht Percentile-avg16to19 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.530
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:0.081
Maternal Lab History: PH-postPregnancy:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.073
Diagnosis:9ccs128:Asthma:0.071
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.068
Maternal Lab History: HCG-otherPregnancy:-0.068
Maternal Lab History: UREA NITROGEN-postPregnancy:0.067
Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.541
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs255:Social admin:0.355
Diagnosis:9ccs92:Otitis media:0.337
Diagnosis:9ccs10:Immuniz/scrn:0.312
Number of Visits:0.312
Diagnosis:9ccs7:Viral infect:0.236
Diagnosis:9ccs257:Ot aftercare:0.228
Diagnosis:9ccs90:Eye infectn:0.191
Diagnosis:9ccs135:Intest infct:0.190
Diagnosis:9ccs133:Oth low resp:0.167
Maternal Lab History: RBC-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 608 | OR_unadj: 1.228 [0.875 1.723] | indivs AUC:0.556
Correlated most with:
Maternal Lab History: RBC-postPregnancy:1.000
Maternal Lab History: HEMATOCRIT-postPregnancy:0.728
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.623
Maternal Lab History: MCH-postPregnancy:-0.442
Maternal Lab History: MCV-postPregnancy:-0.421
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.316
Maternal Lab History: RBC-otherPregnancy:0.292
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.290
Maternal Lab History: BASOPHIL-postPregnancy:0.278
Maternal Lab History: ALBUMIN-postPregnancy:0.268
Diagnosis:9ccs255:Social admin | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.457
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.458
Diagnosis:9ccs126:Ot up rsp in:0.355
Number of Visits:0.240
Diagnosis:9ccs253:Allergy:0.212
Diagnosis:9ccs92:Otitis media:0.192
Diagnosis:9ccs257:Ot aftercare:0.190
Diagnosis:9ccs7:Viral infect:0.187
Diagnosis:9ccs90:Eye infectn:0.125
Diagnosis:9ccs125:Bronchitis:0.124
* Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.514
Correlated most with:
Newborn Diagnosis:9ccs256:Exam/eval:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.306
Maternal Diagnosis:9ccs184:Early labor:0.225
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.206
Newborn Diagnosis:9ccs221:Resp distres:0.197
Newborn Diagnosis:9ccs222:Perint jaund:0.192
Diagnosis:9ccs219:Low birth wt:0.187
Maternal Diagnosis:9ccs191:Amnios dx:0.181
Maternal Diagnosis:9ccs195:Ot compl bir:0.154
Newborn Diagnosis:9ccs224:Ot perint dx:0.127
Maternal Lab History: MCV-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 608 | OR_unadj: 0.791 [0.553 1.133] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: MCV-postPregnancy:1.000
Maternal Lab History: MCH-postPregnancy:0.760
Maternal Lab History: RDW-postPregnancy:-0.547
Maternal Lab History: MCV-otherPregnancy:0.503
Maternal Lab History: RBC-postPregnancy:-0.421
Maternal Lab History: MCH-otherPregnancy:0.397
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.371
Maternal Lab History: HEMATOCRIT-postPregnancy:0.311
Maternal Lab History: RDW-otherPregnancy:-0.243
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.227
Maternal Lab History: HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 608 | OR_unadj: 1.051 [0.749 1.475] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: HEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: HEMATOCRIT-postPregnancy:0.934
Maternal Lab History: RBC-postPregnancy:0.623
Maternal Lab History: RDW-postPregnancy:-0.413
Maternal Lab History: MCH-postPregnancy:0.380
Maternal Lab History: MCV-postPregnancy:0.371
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.354
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.323
Maternal Lab History: ALBUMIN-postPregnancy:0.280
Maternal Lab History: MCH-otherPregnancy:0.256
Vital: Wt Change-avg10to13 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 631 | OR_unadj: 1.185 [0.802 1.752] | indivs AUC:0.531
Correlated most with:
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.138
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.128
Maternal Procedure History:J7300-postPregnancy:0.114
Maternal Diagnosis:9ccs133:Oth low resp:0.107
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.102
Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.097
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.097
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.096
Diagnosis:9ccs256:Exam/eval:0.095
Maternal Diagnosis:10ccs49:DiabMel no c-postPregnancy:0.090
Vital: Ht-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 544 | OR_unadj: 0.933 [0.645 1.348] | indivs AUC:0.537
Correlated most with:
Maternal Lab History: AST (SGOT)-postPregnancy:-0.173
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.166
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.163
Maternal Lab History: WEIGHT-postPregnancy:0.158
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.158
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.147
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.143
Maternal Lab History: 3 HOUR-otherPregnancy:-0.142
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:0.141
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.139
* Vital: Ht Percentile-gain0to24 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.548
Correlated most with:
Maternal Lab History: RBC-otherPregnancy:0.086
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.085
Newborn Diagnosis:9ccs219:Low birth wt:-0.083
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.083
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Maternal Procedure History:96372-otherPregnancy:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.080
Diagnosis:9ccs89:Blindness:0.078
Diagnosis:9ccs128:Asthma:0.077
Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.337
Number of Visits:0.296
Diagnosis:9ccs90:Eye infectn:0.231
Diagnosis:9ccs125:Bronchitis:0.228
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs255:Social admin:0.192
Diagnosis:9ccs10:Immuniz/scrn:0.191
Diagnosis:9ccs135:Intest infct:0.183
Diagnosis:9ccs7:Viral infect:0.174
Maternal Lab History: PLATELET COUNT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 608 | OR_unadj: 1.280 [0.909 1.803] | indivs AUC:0.553
Correlated most with:
Maternal Lab History: PLATELET COUNT-postPregnancy:1.000
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.488
Maternal Lab History: MPV-postPregnancy:-0.425
Maternal Lab History: ABS LYMPH-postPregnancy:0.247
Maternal Lab History: MPV-otherPregnancy:-0.225
Maternal Lab History: WBC-otherPregnancy:0.194
Maternal Lab History: MCH-postPregnancy:-0.180
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.166
Maternal Lab History: WBC-postPregnancy:0.161
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.158
Vital: Wt Change-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.180
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.157
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.135
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.129
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.115
Newborn Diagnosis:9ccs143:Abdom hernia:0.110
Maternal Diagnosis:9ccs122:Pneumonia:0.107
Maternal Procedure History:87880-postPregnancy:0.102
Maternal Lab History: POLYS-postPregnancy:0.093
Maternal Diagnosis:9ccs10:Immuniz/scrn:-0.093
* Vital: Ht Percentile-avg19to24 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.548
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Lab History: RBC-otherPregnancy:0.088
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.084
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.083
Maternal Lab History: 1 HOUR-postPregnancy:0.079
Maternal Procedure History:96372-otherPregnancy:-0.079
Diagnosis:9ccs128:Asthma:0.079
Diagnosis:9ccs89:Blindness:0.079
Maternal Diagnosis:9ccs184:Early labor:-0.075
* Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.415
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.201
Number of Visits:0.184
Diagnosis:9ccs155:Other GI dx:0.168
Diagnosis:9ccs7:Viral infect:0.158
Diagnosis:9ccs256:Exam/eval:0.140
Diagnosis:9ccs239:Superfic inj:0.138
Diagnosis:9ccs126:Ot up rsp in:0.119
Diagnosis:9ccs255:Social admin:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.106
* Vital: Wt Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 447 | OR_unadj: 1.467 [1.036 2.078] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.111
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.111
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.107
Diagnosis:9ccs230:Fx leg:-0.105
Maternal Procedure History:86580-postPregnancy:-0.103
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:-0.100
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:-0.100
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:-0.092
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Lab:294199 BILIRUBIN SCAN - LMC:-0.088
Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs92:Otitis media:0.231
Diagnosis:9ccs7:Viral infect:0.205
Diagnosis:9ccs126:Ot up rsp in:0.191
Number of Visits:0.174
Diagnosis:9ccs10:Immuniz/scrn:0.143
Diagnosis:9ccs125:Bronchitis:0.129
Diagnosis:9ccs255:Social admin:0.125
Diagnosis:9ccs133:Oth low resp:0.117
Diagnosis:9ccs135:Intest infct:0.112
Vital: Ht Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.099
Diagnosis:10ccs58:Ot nutrit dx:0.089
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.087
Lab:323825 STREP SCREEN THROAT - Sunrise:0.084
Newborn Diagnosis:9ccs219:Low birth wt:-0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.081
Maternal Lab History: 1/2 HOUR-postPregnancy:0.080
Maternal Lab History: LH-postPregnancy:-0.079
Maternal Diagnosis:9ccs185:Long pregncy:0.072
Newborn Diagnosis:9ccs221:Resp distres:-0.071
Maternal Lab History: LYMPHOCYTE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 552 | OR_unadj: 1.365 [0.962 1.935] | indivs AUC:0.536
Correlated most with:
Maternal Lab History: LYMPHOCYTE-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.853
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.667
Maternal Lab History: ABS LYMPH-postPregnancy:0.526
Maternal Lab History: WBC-postPregnancy:-0.525
Maternal Lab History: BASOPHIL-postPregnancy:0.427
Maternal Lab History: EOSINOPHIL-postPregnancy:0.360
Maternal Lab History: POLYS-postPregnancy:-0.348
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.327
Maternal Lab History: RBC-postPregnancy:0.316
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 639 | OR_unadj: 0.765 [0.576 1.014] | indivs AUC:0.423
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:1.000
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.627
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.616
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.542
Maternal Lab History: CREATININE-postPregnancy:-0.529
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.523
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.493
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.478
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.478
Maternal Lab History: CREATININE-otherPregnancy:-0.452
Vital: Wt Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.115
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.109
Maternal Diagnosis:9ccs210:SLE:0.105
Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.098
Maternal Lab History: URIC ACID-otherPregnancy:0.096
Maternal Lab History: PATIENT-postPregnancy:-0.094
Maternal Lab History: APTT-postPregnancy:-0.094
Diagnosis:9ccs129:Asp pneumon:0.087
Maternal Lab History: 3 HOUR-postPregnancy:-0.086
Maternal Diagnosis:9ccs160:Urin stone:0.081
Vital: HR-avg7to10 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.453
Correlated most with:
Diagnosis:9ccs106:Dysrhythmia:0.125
Maternal Diagnosis:9ccs123:Influenza-otherPregnancy:-0.117
Maternal Diagnosis:9ccs187:Malposition:0.100
Maternal Diagnosis:9ccs1:Tuberculosis:-0.092
Lab:292208 CBC/DIFF/PLT - Sunrise:-0.089
Diagnosis:9ccs10:Immuniz/scrn:0.089
Maternal Lab History: LH-postPregnancy:-0.087
Diagnosis:9ccs217:Ot cong anom:0.086
Diagnosis:9ccs231:Oth fracture:0.083
Maternal Diagnosis:9ccs217:Ot cong anom:-0.083
Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.437
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Number of Visits:0.306
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs10:Immuniz/scrn:0.207
Diagnosis:9ccs90:Eye infectn:0.205
Diagnosis:9ccs255:Social admin:0.187
Diagnosis:9ccs133:Oth low resp:0.182
Diagnosis:9ccs92:Otitis media:0.174
Diagnosis:9ccs257:Ot aftercare:0.169
Diagnosis:9ccs125:Bronchitis:0.159
Vital: Wt Change-avg5to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 420 | OR_unadj: 0.968 [0.619 1.514] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs145:Int obstruct:0.122
Maternal Diagnosis:9ccs121:Oth vein dx:0.117
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.099
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.095
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.093
Newborn Diagnosis:9ccs197:Skin infectn:0.093
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.091
Maternal Diagnosis:9ccs133:Oth low resp:0.084
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.083
Diagnosis:9ccs252:Fatigue:0.083
Maternal Lab History: MPV-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 546 | OR_unadj: 1.135 [0.779 1.654] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: MPV-postPregnancy:1.000
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.425
Maternal Lab History: MPV-otherPregnancy:0.421
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.282
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.155
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.133
Maternal Lab History: APTT-postPregnancy:0.125
Maternal Lab History: PATIENT-postPregnancy:0.125
Maternal Lab History: Alk Phos-otherPregnancy:0.122
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.122
* Vital: HC-gain0to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.594
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.120
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.106
Newborn Diagnosis:9ccs5:HIV infectn:-0.106
Diagnosis:9ccs83:Epilepsy/cnv:-0.102
Maternal Diagnosis:9ccs160:Urin stone:0.085
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.079
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.076
Diagnosis:9ccs90:Eye infectn:0.069
Diagnosis:9ccs94:Other ear dx:-0.066
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:0.066
Vital: HR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 587 | OR_unadj: 0.960 [0.669 1.378] | indivs AUC:0.478
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.169
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.118
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.113
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.113
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.105
Maternal Lab History: WBC-postPregnancy:0.104
Maternal Lab History: LDH-otherPregnancy:0.103
Maternal Diagnosis:9ccs142:Appendicitis-otherPregnancy:0.100
Maternal Procedure History:58300-postPregnancy:0.098
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.095
Vital: Ht Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110
Newborn Diagnosis:9ccs219:Low birth wt:-0.108
Maternal Diagnosis:9ccs259:Unclassified:-0.099
Maternal Diagnosis:9ccs184:Early labor:-0.094
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:-0.093
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.091
Maternal Procedure History:86580-postPregnancy:-0.089
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.083
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.083
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:-0.082
Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.481
Correlated most with:
Newborn Diagnosis:9ccs259:Unclassified:1.000
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.304
Maternal Diagnosis:9ccs186:DM in preg:0.292
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.148
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.122
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.114
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.114
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.114
Maternal Diagnosis:9ccs24:Breast cancr:0.114
Maternal Diagnosis:9ccs4:Mycoses:0.114
Vital: HR-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs70:Schizo/rl dx:0.140
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.121
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.102
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.097
Maternal Diagnosis:9ccs1:Tuberculosis:-0.094
Maternal Diagnosis:9ccs160:Urin stone:0.093
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.091
Diagnosis:9ccs132:Lung externl:-0.090
Maternal Diagnosis:9ccs101:Coron athero-postPregnancy:0.085
Maternal Procedure History:93005-postPregnancy:0.079
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 371 | OR_unadj: 0.872 [0.627 1.214] | indivs AUC:0.463
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.616
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.447
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.410
Maternal Lab History: CREATININE-postPregnancy:-0.356
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.337
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.333
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.325
Maternal Lab History: CREATININE-otherPregnancy:-0.319
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.319
Maternal Lab History: HEMATOCRIT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 608 | OR_unadj: 1.049 [0.749 1.468] | indivs AUC:0.552
Correlated most with:
Maternal Lab History: HEMATOCRIT-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.934
Maternal Lab History: RBC-postPregnancy:0.728
Maternal Lab History: ALBUMIN-postPregnancy:0.316
Maternal Lab History: MCV-postPregnancy:0.311
Maternal Lab History: BASOPHIL-postPregnancy:0.308
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.307
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.300
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.300
Maternal Lab History: RDW-postPregnancy:-0.287
Maternal Lab History: ABS MONOCYTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 484 | OR_unadj: 0.861 [0.574 1.289] | indivs AUC:0.480
Correlated most with:
Maternal Lab History: ABS MONOCYTES-postPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.611
Maternal Lab History: WBC-postPregnancy:0.564
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.521
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.327
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.315
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.297
Maternal Lab History: WBC-otherPregnancy:0.221
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.217
Maternal Lab History: ABS LYMPH-postPregnancy:0.213
Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.471
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Number of Visits:0.231
Diagnosis:9ccs126:Ot up rsp in:0.228
Diagnosis:9ccs92:Otitis media:0.226
Diagnosis:9ccs125:Bronchitis:0.216
Diagnosis:9ccs10:Immuniz/scrn:0.194
Diagnosis:9ccs255:Social admin:0.190
Diagnosis:9ccs7:Viral infect:0.169
Diagnosis:9ccs253:Allergy:0.157
Diagnosis:9ccs128:Asthma:0.152
Maternal Lab History: ABS NEUTROPHILS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 486 | OR_unadj: 0.778 [0.504 1.201] | indivs AUC:0.466
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.766
Maternal Lab History: WBC-postPregnancy:0.757
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.667
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.611
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.325
Maternal Lab History: BASOPHIL-postPregnancy:-0.283
Maternal Lab History: WBC-otherPregnancy:0.257
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.241
Maternal Lab History: RBC-postPregnancy:-0.223
Vital: BMI-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 308 | OR_unadj: 1.059 [0.563 1.991] | indivs AUC:0.526
Correlated most with:
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.195
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.185
Maternal Lab History: RDW-otherPregnancy:0.183
Maternal Procedure History:86580-otherPregnancy:0.179
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.170
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.165
Maternal Lab History: LH-postPregnancy:-0.156
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.152
Maternal Lab History: BUN-otherPregnancy:-0.148
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.147
Vital: HR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.494
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.134
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.132
Maternal Lab History: GFR in African American-otherPregnancy:-0.126
Maternal Lab History: GFR Calculation-otherPregnancy:-0.126
Maternal Lab History: HERPES I IgG-otherPregnancy:-0.125
Maternal Lab History: PT-postPregnancy:-0.112
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.111
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.107
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.107
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Number of Visits:0.138
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.109
Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.106
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.106
Diagnosis:9ccs74:Ot mentl cnd:0.102
Lab:294203 BILIRUBIN TOTAL - LMC:0.092
Diagnosis:9ccs256:Exam/eval:0.090
Diagnosis:9ccs253:Allergy:0.088
Diagnosis:9ccs155:Other GI dx:0.087
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 392 | OR_unadj: 0.897 [0.650 1.238] | indivs AUC:0.466
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.627
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.410
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.410
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.406
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.392
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.382
Maternal Lab History: CREATININE-postPregnancy:-0.334
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.330
Maternal Lab History: CREATININE-otherPregnancy:-0.327
Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.246
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs7:Viral infect:0.153
Diagnosis:9ccs126:Ot up rsp in:0.144
Diagnosis:9ccs239:Superfic inj:0.136
Diagnosis:9ccs10:Immuniz/scrn:0.130
Diagnosis:9ccs250:Nausea/vomit:0.124
Diagnosis:9ccs133:Oth low resp:0.116
Diagnosis:9ccs91:Other eye dx:0.113
* Maternal Lab History: WEIGHT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 122 | OR_unadj: 2.031 [1.064 3.878] | indivs AUC:0.541
Correlated most with:
Maternal Lab History: WEIGHT-postPregnancy:1.000
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.335
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.280
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:-0.221
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.213
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.213
Maternal Diagnosis:9ccs250:Nausea/vomit:-0.210
Maternal Lab History: 1 HOUR-postPregnancy:0.190
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.172
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.171
* Vital: BMI Percentile-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 288 | OR_unadj: 1.640 [1.099 2.447] | indivs AUC:0.502
Correlated most with:
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.115
Newborn Diagnosis:9ccs59:Anemia:-0.115
Diagnosis:9ccs259:Unclassified:-0.113
Maternal Diagnosis:9ccs92:Otitis media:-0.110
Diagnosis:9ccs44:Neoplsm unsp:-0.108
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.101
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.097
Diagnosis:9ccs70:Schizo/rl dx:-0.092
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.090
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 2.527 [0.772 8.269] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.726
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.573
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.567
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.508
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.406
Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.406
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.406
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.406
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.368
Maternal Lab History: HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 1.130 [0.720 1.775] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HEMOGLOBIN-otherPregnancy:1.000
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.928
Maternal Lab History: MCH-otherPregnancy:0.550
Maternal Lab History: RBC-otherPregnancy:0.530
Maternal Lab History: RDW-otherPregnancy:-0.458
Maternal Lab History: MCV-otherPregnancy:0.425
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.354
Maternal Lab History: CALCIUM-otherPregnancy:0.322
Maternal Lab History: HEMATOCRIT-postPregnancy:0.300
Maternal Lab History: ALBUMIN-otherPregnancy:0.267
Vital: Wt Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 491 | OR_unadj: 0.943 [0.621 1.433] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.156
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.136
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:-0.128
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.125
Diagnosis:9ccs145:Int obstruct:-0.111
Maternal Diagnosis:9ccs121:Oth vein dx:-0.111
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.109
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.100
Maternal Lab History: TSH-otherPregnancy:0.097
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.095
Maternal Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 98 | OR_unadj: 0.854 [0.469 1.555] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.379
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.139
Maternal Diagnosis:9ccs96:Hrt valve dx:0.139
Maternal Diagnosis:9ccs5:HIV infectn:0.113
Maternal Diagnosis:9ccs126:Ot up rsp in:0.110
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.098
Newborn Diagnosis:9ccs5:HIV infectn:0.098
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.098
Maternal Diagnosis:9ccs73:Preadult dx:0.098
Vital: HR-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs1:Tuberculosis:-0.157
Maternal Diagnosis:9ccs204:Ot joint dx:-0.131
Maternal Diagnosis:9ccs160:Urin stone:0.130
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.107
Maternal Lab History: LACTIC ACID-postPregnancy:-0.101
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:-0.093
Maternal Diagnosis:9ccs92:Otitis media-otherPregnancy:-0.091
Diagnosis:9ccs117:Ot circul dx:0.089
Maternal Diagnosis:9ccs182:Hemorr preg:0.084
Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.082
Vital: HR-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.441
Correlated most with:
Diagnosis:9ccs221:Resp distres:0.123
Maternal Lab History: TSH-otherPregnancy:0.121
Maternal Diagnosis:9ccs67:Subst-r mntl:0.103
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:-0.097
Diagnosis:9ccs252:Fatigue:0.091
Diagnosis:9ccs10:Immuniz/scrn:0.088
Maternal Diagnosis:9ccs123:Influenza-otherPregnancy:-0.084
Maternal Lab History: PAPP-A-postPregnancy:0.078
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.077
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.077
Vital: Wt Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 372 | OR_unadj: 0.999 [0.638 1.563] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs145:Int obstruct:0.122
Maternal Diagnosis:9ccs55:Fluid/elc dx-otherPregnancy:0.114
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.101
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.098
Maternal Diagnosis:9ccs136:Teeth dx-otherPregnancy:-0.097
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.088
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:-0.087
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.086
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.085
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.082
Maternal Lab History: RDW-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 280 | OR_unadj: 1.136 [0.672 1.920] | indivs AUC:0.514
Correlated most with:
Maternal Lab History: RDW-otherPregnancy:1.000
Maternal Lab History: MCH-otherPregnancy:-0.618
Maternal Lab History: MCV-otherPregnancy:-0.560
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.458
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.333
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.305
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.262
Maternal Lab History: RDW-postPregnancy:0.262
Maternal Lab History: MCH-postPregnancy:-0.252
Maternal Lab History: FERRITIN-otherPregnancy:-0.243
Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs128:Asthma:0.241
Diagnosis:9ccs92:Otitis media:0.228
Diagnosis:9ccs257:Ot aftercare:0.216
Number of Visits:0.180
Diagnosis:9ccs126:Ot up rsp in:0.165
Diagnosis:9ccs122:Pneumonia:0.164
Diagnosis:9ccs7:Viral infect:0.159
Diagnosis:9ccs133:Oth low resp:0.156
Diagnosis:9ccs135:Intest infct:0.131
* Vital: Wt Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 408 | OR_unadj: 1.512 [1.054 2.171] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.135
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125
Maternal Lab History: INHMOM-postPregnancy:0.124
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.114
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.114
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:-0.108
Maternal Lab History: INHMOM-otherPregnancy:-0.107
Diagnosis:9ccs195:Ot compl bir:-0.107
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:-0.105
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:-0.105
Vital: HR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.501
Correlated most with:
Newborn Diagnosis:9ccs133:Oth low resp:0.222
Maternal Procedure History:90658-postPregnancy:-0.121
Maternal Diagnosis:9ccs102:Chest pain:0.117
Maternal Lab History: 3 HOUR-postPregnancy:0.113
Maternal Diagnosis:9ccs98:HTN:0.111
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.102
Newborn Diagnosis:9ccs256:Exam/eval:0.091
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.082
Diagnosis:9ccs167:Breast dx:0.081
Maternal Diagnosis:9ccs161:Ot dx kidney:0.081
Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.206
Diagnosis:9ccs126:Ot up rsp in:0.190
Diagnosis:9ccs92:Otitis media:0.183
Diagnosis:9ccs7:Viral infect:0.156
Diagnosis:9ccs10:Immuniz/scrn:0.147
Diagnosis:9ccs125:Bronchitis:0.131
Diagnosis:9ccs253:Allergy:0.129
Diagnosis:9ccs255:Social admin:0.124
Diagnosis:9ccs257:Ot aftercare:0.120
Vital: Wt Change-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 329 | OR_unadj: 1.015 [0.648 1.588] | indivs AUC:0.548
Correlated most with:
Maternal Diagnosis:9ccs1:Tuberculosis:-0.178
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.141
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.132
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.118
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.110
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.109
Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.104
Maternal Lab History: CMV AB (IGM)-postPregnancy:0.104
Maternal Lab History: INHMOM-postPregnancy:0.103
Maternal Lab History: 1 HOUR-postPregnancy:-0.103
Vital: Wt Change-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 376 | OR_unadj: 1.188 [0.778 1.816] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: T-3(Total)-otherPregnancy:0.151
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.132
Newborn Diagnosis:9ccs220:Birth asphyx:0.117
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.117
Maternal Diagnosis:9ccs121:Oth vein dx:0.115
Maternal Lab History: GFR Calculation-postPregnancy:-0.112
Maternal Lab History: GFR in African American-postPregnancy:-0.112
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.111
Maternal Diagnosis:9ccs217:Ot cong anom:-0.110
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.108
Vital: Wt Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 358 | OR_unadj: 1.211 [0.811 1.809] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.141
Maternal Lab History: T-3(Total)-otherPregnancy:0.121
Diagnosis:9ccs117:Ot circul dx:-0.117
Maternal Lab History: INHMOM-postPregnancy:0.114
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:-0.112
Newborn Diagnosis:9ccs219:Low birth wt:-0.111
Maternal Procedure History:86580-postPregnancy:-0.110
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.110
Maternal Diagnosis:9ccs184:Early labor:-0.110
Maternal Lab History: INHMOM-otherPregnancy:-0.107
Maternal Lab History: MONOCYTES-5P-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 0.969 [0.551 1.705] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: MONOCYTES-5P-otherPregnancy:1.000
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.648
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.258
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.241
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.217
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.161
Maternal Diagnosis:9ccs89:Blindness-otherPregnancy:0.157
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:-0.148
Maternal Lab History: PT-otherPregnancy:-0.147
Maternal Diagnosis:9ccs3:Oth bact inf:0.146
Vital: HR-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs2620:E Codes: Unspecified:0.129
Maternal Diagnosis:9ccs123:Influenza-otherPregnancy:-0.113
Diagnosis:9ccs140:Gastritis:0.111
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:-0.108
Diagnosis:9ccs105:Conduction:-0.106
Maternal Diagnosis:9ccs121:Oth vein dx:0.102
Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.096
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:-0.090
Maternal Diagnosis:9ccs204:Ot joint dx:-0.089
Maternal Diagnosis:9ccs24:Breast cancr:0.086
Maternal Lab History: BASOPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 519 | OR_unadj: 1.081 [0.729 1.602] | indivs AUC:0.562
Correlated most with:
Maternal Lab History: BASOPHIL-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.427
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.344
Maternal Lab History: HEMATOCRIT-postPregnancy:0.308
Maternal Lab History: EOSINOPHIL-postPregnancy:0.290
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.283
Maternal Lab History: RBC-postPregnancy:0.278
Maternal Lab History: WBC-postPregnancy:-0.252
Maternal Lab History: POLYS-postPregnancy:-0.244
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.203
Maternal Lab History: ALT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 318 | OR_unadj: 0.693 [0.342 1.405] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: ALT-postPregnancy:1.000
Maternal Lab History: AST-postPregnancy:0.637
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.423
Maternal Diagnosis:10ccs657-postPregnancy:0.391
Maternal Lab History: Alk Phos-postPregnancy:0.374
Maternal Procedure History:90663-postPregnancy:0.348
Maternal Procedure History:90470-postPregnancy:0.346
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.345
Maternal Lab History: LIPASE-postPregnancy:-0.339
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.266
Maternal Procedure History:99401-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 246 | OR_unadj: 1.278 [0.742 2.202] | indivs AUC:0.540
Correlated most with:
Maternal Procedure History:99401-otherPregnancy:1.000
Maternal Procedure History:86703-otherPregnancy:0.403
Maternal Procedure History:99401-postPregnancy:0.398
Maternal Procedure History:81000-otherPregnancy:0.329
Maternal Procedure History:86703-postPregnancy:0.222
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.193
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.163
Maternal Procedure History:96372-otherPregnancy:0.155
Maternal Procedure History:36415-otherPregnancy:0.150
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.150
Vital: Wt for Len Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.540
Correlated most with:
Maternal Diagnosis:10ccs159:UTI-postPregnancy:0.130
Maternal Procedure History:90472-postPregnancy:0.124
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.119
Maternal Diagnosis:9ccs122:Pneumonia:0.108
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.097
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.092
Maternal Procedure History:90663-postPregnancy:-0.092
Maternal Diagnosis:10ccs657-postPregnancy:-0.089
Maternal Procedure History:90470-postPregnancy:-0.089
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.085
Vital: Ht Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.512
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.107
Diagnosis:9ccs44:Neoplsm unsp:0.104
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.103
Maternal Diagnosis:9ccs184:Early labor:-0.102
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.089
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.083
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.083
Maternal Diagnosis:9ccs102:Chest pain:-0.079
Maternal Lab History: 1 HOUR-otherPregnancy:0.079
Maternal Diagnosis:9ccs120:Hemmorhoids:0.079
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 338 | OR_unadj: 0.917 [0.653 1.287] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.523
Maternal Lab History: CREATININE-postPregnancy:-0.448
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.447
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.428
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.406
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.344
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.342
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.316
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.308
Vital: Ht Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.432
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:-0.100
Newborn Diagnosis:9ccs219:Low birth wt:-0.097
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.096
Maternal Diagnosis:9ccs184:Early labor:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Diagnosis:9ccs255:Social admin:-0.089
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:-0.085
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.082
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.082
Maternal Procedure History:97803-otherPregnancy:0.078
Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.148
Diagnosis:9ccs229:Fx arm:0.148
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.148
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.131
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.130
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.130
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.130
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.130
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.130
* Maternal Diagnosis:9ccs176:Contraceptiv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 1.666 [1.121 2.475] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv:1.000
MatDeliveryAge:0.265
Maternal Diagnosis:9ccs189:Prev c-sectn:0.239
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.155
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.142
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.140
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.138
Maternal Diagnosis:9ccs186:DM in preg:0.135
Maternal Lab History: CREATININE-otherPregnancy:0.126
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.123
Maternal Procedure History:81000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 337 | OR_unadj: 0.637 [0.315 1.287] | indivs AUC:0.479
Correlated most with:
Maternal Procedure History:81000-postPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.389
Diagnosis:9ccs129:Asp pneumon:0.257
Maternal Procedure History:99401-postPregnancy:0.255
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.248
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.237
Maternal Procedure History:99000-postPregnancy:0.221
Maternal Procedure History:81000-otherPregnancy:0.220
Maternal Lab History: CREATININE-postPregnancy:-0.218
Maternal Lab History: CREATININE-otherPregnancy:-0.198
Maternal Lab History: BETA-HCG QUANT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:1.000
Maternal Lab History: FREE T3-postPregnancy:0.293
Maternal Lab History: FREE T3-otherPregnancy:0.267
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.239
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.236
Diagnosis:9ccs175:Ot femal gen:0.205
Maternal Lab History: A/G-otherPregnancy:0.197
Maternal Diagnosis:9ccs92:Otitis media-otherPregnancy:0.191
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.189
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.185
Vital: HR-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.530
Correlated most with:
Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.160
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.139
Diagnosis:9ccs145:Int obstruct:-0.133
Diagnosis:9ccs246:FUO:-0.104
Maternal Diagnosis:9ccs133:Oth low resp:0.101
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:-0.094
Maternal Diagnosis:9ccs204:Ot joint dx:-0.094
Maternal Procedure History:90658-postPregnancy:-0.085
Maternal Lab History: 3 HOUR-postPregnancy:0.085
Maternal Diagnosis:9ccs92:Otitis media-otherPregnancy:-0.077
Maternal Lab History: POTASSIUM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 332 | OR_unadj: 1.049 [0.658 1.672] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: POTASSIUM-postPregnancy:1.000
Maternal Lab History: POTASSIUM-otherPregnancy:0.306
Maternal Lab History: CALCIUM-postPregnancy:0.242
Maternal Lab History: ALBUMIN-postPregnancy:0.190
Maternal Lab History: SODIUM-postPregnancy:0.175
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.166
Maternal Diagnosis:9ccs95:Oth nerv dx:0.148
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.145
Maternal Lab History: RETICULOCYTES-postPregnancy:-0.140
Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:-0.140
Maternal Lab History: ESTRIOL FREE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 1.346 [0.643 2.819] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: ESTRIOL FREE-postPregnancy:1.000
Maternal Lab History: ESTRIOL-postPregnancy:0.458
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.292
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.267
Maternal Lab History: AFP-postPregnancy:0.219
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.179
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.169
Maternal Diagnosis:9ccs250:Nausea/vomit:0.151
Maternal Lab History: hCG MoM-postPregnancy:-0.126
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.124
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.477
Correlated most with:
Newborn Diagnosis:9ccs222:Perint jaund:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.264
Maternal Diagnosis:9ccs184:Early labor:0.207
Newborn Diagnosis:9ccs256:Exam/eval:0.192
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.181
Newborn Diagnosis:9ccs253:Allergy:0.154
Newborn Diagnosis:9ccs221:Resp distres:0.149
Diagnosis:9ccs219:Low birth wt:0.119
Diagnosis:9ccs222:Perint jaund:0.115
Newborn Diagnosis:9ccs224:Ot perint dx:0.105
Maternal Procedure History:99000-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 350 | OR_unadj: 0.959 [0.536 1.719] | indivs AUC:0.508
Correlated most with:
Maternal Procedure History:99000-postPregnancy:1.000
Maternal Procedure History:99000-otherPregnancy:-0.253
Maternal Procedure History:81000-postPregnancy:0.221
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.173
Maternal Diagnosis:9ccs240:Burns-postPregnancy:0.172
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.161
Maternal Lab History: BILE ACIDS-otherPregnancy:0.145
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.144
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.144
Maternal Lab History: T-3(Total)-otherPregnancy:-0.144
Maternal Lab History: HEMATOCRIT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 1.080 [0.683 1.709] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: HEMATOCRIT-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.928
Maternal Lab History: RBC-otherPregnancy:0.652
Maternal Lab History: MCV-otherPregnancy:0.361
Maternal Lab History: CALCIUM-otherPregnancy:0.335
Maternal Lab History: RDW-otherPregnancy:-0.333
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.323
Maternal Lab History: HEMATOCRIT-postPregnancy:0.307
Maternal Lab History: ALBUMIN-otherPregnancy:0.292
Maternal Lab History: MCH-otherPregnancy:0.281
Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs200:Oth skin dx:0.104
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.095
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.090
Diagnosis:9ccs94:Other ear dx:0.084
Diagnosis:9ccs133:Oth low resp:0.084
Diagnosis:9ccs211:Ot conn tiss:0.081
Diagnosis:9ccs61:Sickle cell:0.075
Diagnosis:9ccs257:Ot aftercare:0.075
Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Maternal Diagnosis:9ccs133:Oth low resp:0.103
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs136:Teeth dx:0.088
Diagnosis:9ccs137:Mouth dx:0.083
Diagnosis:9ccs239:Superfic inj:0.080
Diagnosis:9ccs229:Fx arm:0.079
Diagnosis:9ccs2:Septicemia:0.079
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.079
Diagnosis:9ccs90:Eye infectn:0.077
Maternal Lab History: CREATININE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 330 | OR_unadj: nan [ nan nan] | indivs AUC:0.528
Correlated most with:
Maternal Lab History: CREATININE-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.529
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.467
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.448
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.416
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.359
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.356
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.342
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.334
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.317
Maternal Lab History: BASOPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 251 | OR_unadj: 0.750 [0.414 1.360] | indivs AUC:0.480
Correlated most with:
Maternal Lab History: BASOPHIL-otherPregnancy:1.000
Maternal Lab History: POLYS-otherPregnancy:-0.201
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.175
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.165
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.160
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.158
Maternal Lab History: BASOPHIL-postPregnancy:0.151
Maternal Lab History: NT MoM-otherPregnancy:0.145
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.143
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.142
Maternal Lab History: SODIUM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 332 | OR_unadj: 1.008 [0.627 1.620] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: SODIUM-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.335
Maternal Lab History: BUN-postPregnancy:0.311
Maternal Lab History: CHLORIDE-postPregnancy:0.298
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.287
Maternal Lab History: CALCIUM-postPregnancy:0.273
Maternal Lab History: SODIUM-otherPregnancy:0.265
Maternal Procedure History:97032-postPregnancy:-0.229
Maternal Procedure History:97010-postPregnancy:-0.216
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.215
Vital: BMI Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 258 | OR_unadj: 1.431 [0.924 2.214] | indivs AUC:0.499
Correlated most with:
Newborn Diagnosis:9ccs59:Anemia:-0.121
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.121
Diagnosis:9ccs259:Unclassified:-0.114
Diagnosis:9ccs70:Schizo/rl dx:-0.097
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:-0.087
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.087
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.086
Lab:296169 RETICULOCYTE COUNT- LMC:0.086
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:-0.081
Diagnosis:9ccs58:Ot nutrit dx:0.081
Vital: BMI Percentile-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.499
Correlated most with:
Newborn Diagnosis:9ccs59:Anemia:-0.129
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.129
Diagnosis:9ccs259:Unclassified:-0.114
Diagnosis:9ccs70:Schizo/rl dx:-0.103
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.093
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:-0.093
Lab:296169 RETICULOCYTE COUNT- LMC:0.091
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.087
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:-0.087
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.081
Maternal Lab History: HEMOGLOBIN A1-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 221 | OR_unadj: 0.728 [0.424 1.248] | indivs AUC:0.482
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.971
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.280
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.256
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.183
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.180
Maternal Lab History: HCG-otherPregnancy:-0.152
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.146
Maternal Lab History: hCG MoM-otherPregnancy:-0.145
Diagnosis:9ccs52:Nutrit defic:-0.144
Maternal Lab History: HEMOGLOBIN A2-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 226 | OR_unadj: 0.844 [0.463 1.535] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.971
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.261
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.246
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.208
Maternal Lab History: ABS LYMPH-otherPregnancy:0.161
Diagnosis:9ccs52:Nutrit defic:0.150
Maternal Procedure History:36416-postPregnancy:0.149
Maternal Lab History: hCG MoM-otherPregnancy:0.146
Maternal Lab History: INHMOM-otherPregnancy:0.141
Vital: BMI Percentile-gain16to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.499
Correlated most with:
Newborn Diagnosis:9ccs59:Anemia:-0.129
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.129
Diagnosis:9ccs259:Unclassified:-0.114
Diagnosis:9ccs70:Schizo/rl dx:-0.103
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.093
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:-0.093
Lab:296169 RETICULOCYTE COUNT- LMC:0.091
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.087
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:-0.087
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.081
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.468
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs258:Other screen:0.143
Diagnosis:9ccs7:Viral infect:0.130
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.119
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.119
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs140:Gastritis:0.096
Number of Visits:0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs197:Skin infectn:0.088
Vital: Ht Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: NEUTROPHIL-postPregnancy:0.146
Maternal Lab History: 3 HOUR-postPregnancy:-0.129
Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.121
Maternal Lab History: PATIENT-postPregnancy:-0.120
Maternal Lab History: APTT-postPregnancy:-0.120
Diagnosis:9ccs145:Int obstruct:0.117
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.108
Maternal Diagnosis:9ccs75:Hx mental dx:0.092
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.086
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.083
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Diagnosis:9ccs168:PID:0.178
Maternal Lab History: A/G-otherPregnancy:-0.166
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.154
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.148
Maternal Lab History: GLOBULIN-otherPregnancy:0.141
Diagnosis:9ccs205:Back problem:0.140
Maternal Lab History: AST (SGOT)-otherPregnancy:0.131
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.130
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.130
Maternal Lab History: hCG MoM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 168 | OR_unadj: 0.785 [0.385 1.597] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: hCG MoM-postPregnancy:1.000
Maternal Lab History: BETA HCG FREE-postPregnancy:0.729
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.397
Maternal Lab History: HCG-postPregnancy:0.360
Maternal Lab History: INHMOM-postPregnancy:0.268
Maternal Lab History: hCG MoM-otherPregnancy:0.244
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.240
Maternal Diagnosis:9ccs236:Opn wnd extr-postPregnancy:0.204
Maternal Lab History: ESTRIOL-postPregnancy:-0.171
Maternal Lab History: WEIGHT-postPregnancy:-0.171
Maternal Lab History: MCV-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 0.814 [0.499 1.328] | indivs AUC:0.471
Correlated most with:
Maternal Lab History: MCV-otherPregnancy:1.000
Maternal Lab History: MCH-otherPregnancy:0.792
Maternal Lab History: RDW-otherPregnancy:-0.560
Maternal Lab History: MCV-postPregnancy:0.503
Maternal Lab History: RBC-otherPregnancy:-0.469
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.425
Maternal Lab History: MCH-postPregnancy:0.403
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.361
Maternal Lab History: RDW-postPregnancy:-0.293
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.234
Maternal Lab History: MCH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 0.691 [0.420 1.135] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: MCH-otherPregnancy:1.000
Maternal Lab History: MCV-otherPregnancy:0.792
Maternal Lab History: RDW-otherPregnancy:-0.618
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.550
Maternal Lab History: MCH-postPregnancy:0.430
Maternal Lab History: MCV-postPregnancy:0.397
Maternal Lab History: RBC-otherPregnancy:-0.377
Maternal Lab History: RDW-postPregnancy:-0.296
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.281
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.256
Maternal Lab History: URINE PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 282 | OR_unadj: 0.705 [0.447 1.113] | indivs AUC:0.453
Correlated most with:
Maternal Lab History: URINE PH-postPregnancy:1.000
Maternal Lab History: URINE PH-otherPregnancy:0.210
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.141
Maternal Lab History: AMYLASE-postPregnancy:-0.124
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.122
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.116
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.116
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.115
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.113
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.113
Maternal Procedure History:81000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 314 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.506
Correlated most with:
Maternal Procedure History:81000-otherPregnancy:1.000
Maternal Procedure History:99401-otherPregnancy:0.329
Maternal Procedure History:81000-postPregnancy:0.220
Maternal Procedure History:90656-otherPregnancy:-0.219
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.218
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.218
Maternal Lab History: TSH-otherPregnancy:-0.212
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.210
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.206
Maternal Procedure History:36415-otherPregnancy:0.200
* Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.471
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.151
Newborn Diagnosis:9ccs222:Perint jaund:0.115
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.102
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.102
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.102
Diagnosis:9ccs188:Pelvic obstr:0.102
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Diagnosis:9ccs155:Other GI dx:0.090
Vital: Wt Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 305 | OR_unadj: 0.948 [0.596 1.507] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.119
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.111
Diagnosis:9ccs44:Neoplsm unsp:0.110
Maternal Diagnosis:9ccs184:Early labor:-0.109
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.105
Maternal Diagnosis:9ccs122:Pneumonia:0.104
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.099
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.098
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.475
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.117
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.105
Diagnosis:9ccs122:Pneumonia:0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.096
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.096
Diagnosis:9ccs159:UTI:0.096
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.091
Diagnosis:9ccs243:Poisn nonmed:0.091
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.482 [0.910 2.416] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:1.000
Maternal Lab History: WBC-otherPregnancy:0.823
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.703
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.617
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.552
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.241
Maternal Lab History: WBC-postPregnancy:0.236
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.227
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.192
Maternal Lab History: CHLORIDE-otherPregnancy:-0.174
Maternal Lab History: TOTAL PROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 216 | OR_unadj: 0.935 [0.532 1.643] | indivs AUC:0.463
Correlated most with:
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.796
Maternal Lab History: CALCIUM-otherPregnancy:0.549
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.297
Maternal Lab History: CHLORIDE-otherPregnancy:-0.289
Maternal Lab History: GLOBULIN-otherPregnancy:0.275
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.233
Maternal Lab History: RBC-otherPregnancy:0.206
Maternal Lab History: POTASSIUM-otherPregnancy:0.201
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.187
Maternal Lab History: EOSINOPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 271 | OR_unadj: 0.887 [0.487 1.618] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: EOSINOPHIL-otherPregnancy:1.000
Maternal Lab History: EOSINOPHIL-postPregnancy:0.272
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.223
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.202
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.200
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.185
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.169
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.163
Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:0.144
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.128
Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs253:Allergy:0.177
Diagnosis:9ccs200:Oth skin dx:0.102
Number of Visits:0.102
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.087
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.086
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.079
Maternal Diagnosis:9ccs64:Ot hematl dx-postPregnancy:0.077
Diagnosis:9ccs7:Viral infect:0.077
Diagnosis:9ccs256:Exam/eval:0.076
Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.489
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Diagnosis:9ccs59:Anemia:-0.165
Newborn Diagnosis:9ccs59:Anemia:-0.163
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.163
Diagnosis:9ccs132:Lung externl:-0.163
Maternal Lab History: A/G-otherPregnancy:0.156
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:-0.144
Maternal Lab History: CHOLIC ACID-postPregnancy:-0.143
Maternal Lab History: BILE ACIDS-postPregnancy:-0.142
Maternal Lab History: A/G-postPregnancy:0.141
* Maternal Diagnosis:9ccs183:HTN in preg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 155 | OR_unadj: 1.745 [1.167 2.610] | indivs AUC:0.518
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg:1.000
Maternal Diagnosis:9ccs98:HTN:0.188
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.172
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.171
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.163
Newborn Diagnosis:9ccs219:Low birth wt:0.144
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.134
Maternal Diagnosis:9ccs184:Early labor:0.128
Maternal Lab History: LDH-postPregnancy:0.118
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.111
Maternal Diagnosis:9ccs187:Malposition | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 104 | OR_unadj: 1.463 [0.889 2.408] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs187:Malposition:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.183
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.165
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.125
Maternal Diagnosis:9ccs184:Early labor:0.112
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.106
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.102
Maternal Diagnosis:9ccs3:Oth bact inf:0.095
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.095
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.095
Maternal Lab History: Alk Phos-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 320 | OR_unadj: 1.288 [0.758 2.187] | indivs AUC:0.527
Correlated most with:
Maternal Lab History: Alk Phos-postPregnancy:1.000
Maternal Lab History: LDH-postPregnancy:0.396
Maternal Lab History: ALBUMIN-postPregnancy:-0.386
Maternal Lab History: ALT-postPregnancy:0.374
Maternal Lab History: AST-postPregnancy:0.368
Maternal Lab History: CALCIUM-postPregnancy:-0.300
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.296
Maternal Lab History: MAGNESIUM-postPregnancy:0.237
Maternal Lab History: INR-postPregnancy:-0.209
Maternal Lab History: Alk Phos-otherPregnancy:0.206
Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.128
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.113
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.107
Maternal Diagnosis:9ccs250:Nausea/vomit:0.104
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.104
Diagnosis:9ccs10:Immuniz/scrn:0.099
Diagnosis:9ccs224:Ot perint dx:0.092
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.091
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 238 | OR_unadj: 0.754 [0.498 1.140] | indivs AUC:0.441
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.607
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.478
Maternal Lab History: CREATININE-postPregnancy:-0.467
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.428
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.358
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.333
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.330
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.327
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.323
Maternal Lab History: MPV-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 247 | OR_unadj: 1.122 [0.655 1.921] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: MPV-otherPregnancy:1.000
Maternal Lab History: MPV-postPregnancy:0.421
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.420
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.225
Maternal Lab History: Alk Phos-otherPregnancy:0.196
Maternal Lab History: POTASSIUM-otherPregnancy:-0.190
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.168
Maternal Lab History: URINE KETONES-otherPregnancy:0.167
Maternal Lab History: CALCIUM-otherPregnancy:-0.167
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.167
Maternal Lab History: ABS LYMPH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.318 [0.813 2.138] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: ABS LYMPH-otherPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.571
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.538
Maternal Lab History: ABS LYMPH-postPregnancy:0.364
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.309
Maternal Lab History: WBC-otherPregnancy:0.298
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.256
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:-0.214
Maternal Lab History: INR-otherPregnancy:-0.184
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.179
Vital: Ht-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 309 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.535
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.241
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.213
Maternal Lab History: 3 HOUR-otherPregnancy:-0.212
Maternal Lab History: Alk Phos-otherPregnancy:-0.179
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.178
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.178
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.159
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.158
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.145
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.140
Maternal Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 1.906 [0.847 4.291] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c:1.000
Maternal Diagnosis:9ccs186:DM in preg:0.409
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:0.175
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:0.175
Maternal Diagnosis:9ccs4:Mycoses:0.175
Diagnosis:9ccs87:Retinal dx:0.175
Maternal Lab History: LH-postPregnancy:-0.146
MatDeliveryAge:0.137
Maternal Lab History: FASTING-postPregnancy:0.135
Maternal Lab History: 1 HOUR-otherPregnancy:0.134
Vital: Ht Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs44:Neoplsm unsp:0.142
Maternal Lab History: IRON-otherPregnancy:-0.120
Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.120
Maternal Lab History: FOLATE-otherPregnancy:-0.120
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.120
Maternal Lab History: 1 HOUR-postPregnancy:0.102
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.093
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.093
Maternal Diagnosis:9ccs3:Oth bact inf:-0.091
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.091
Maternal Lab History: RBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 1.324 [0.838 2.089] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: RBC-otherPregnancy:1.000
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.652
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.530
Maternal Lab History: MCV-otherPregnancy:-0.469
Maternal Lab History: MCH-otherPregnancy:-0.377
Maternal Lab History: ALBUMIN-otherPregnancy:0.333
Maternal Lab History: CALCIUM-otherPregnancy:0.293
Maternal Lab History: RBC-postPregnancy:0.292
Maternal Lab History: MCV-postPregnancy:-0.223
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.206
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 256 | OR_unadj: 1.051 [0.728 1.517] | indivs AUC:0.473
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.918
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.883
Maternal Lab History: CREATININE-otherPregnancy:-0.725
Maternal Procedure History:99000-otherPregnancy:-0.508
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.478
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.475
Maternal Procedure History:90656-otherPregnancy:-0.470
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.422
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.382
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 1.369 [0.873 2.146] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.847
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.703
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.571
Maternal Lab History: WBC-otherPregnancy:0.413
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.241
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.223
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.199
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.177
Newborn Diagnosis:9ccs5:HIV infectn:-0.175
Maternal Lab History: ABS MONOCYTES-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.333 [0.822 2.163] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: ABS MONOCYTES-otherPregnancy:1.000
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.648
Maternal Lab History: WBC-otherPregnancy:0.574
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.552
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.315
Maternal Lab History: ABS LYMPH-otherPregnancy:0.309
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.236
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.223
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.193
Maternal Lab History: WBC-postPregnancy:0.176
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 282 | OR_unadj: 0.738 [0.443 1.231] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.261
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.226
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.205
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.202
Maternal Lab History: WBC-postPregnancy:-0.186
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.175
Maternal Lab History: URINE KETONES-postPregnancy:-0.132
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.129
Maternal Lab History: CALCIUM-postPregnancy:0.115
Maternal Lab History: WBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 1.232 [0.769 1.973] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: WBC-otherPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.823
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.574
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.484
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.413
Maternal Lab History: ABS LYMPH-otherPregnancy:0.298
Maternal Lab History: WBC-postPregnancy:0.291
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.283
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.257
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.221
Maternal Lab History: CALCIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 332 | OR_unadj: 0.847 [0.539 1.330] | indivs AUC:0.440
Correlated most with:
Maternal Lab History: CALCIUM-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.582
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.538
Maternal Lab History: MAGNESIUM-postPregnancy:-0.342
Maternal Lab History: Alk Phos-postPregnancy:-0.300
Maternal Lab History: HEMATOCRIT-postPregnancy:0.275
Maternal Lab History: SODIUM-postPregnancy:0.273
Maternal Lab History: PTT-postPregnancy:0.271
Maternal Lab History: LDH-postPregnancy:-0.266
Maternal Lab History: INR-postPregnancy:0.255
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.516
Correlated most with:
Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000
Newborn Diagnosis:9ccs94:Other ear dx:0.316
Newborn Diagnosis:9ccs219:Low birth wt:-0.312
Newborn Diagnosis:9ccs259:Unclassified:-0.304
Newborn Diagnosis:9ccs0:No DX:-0.234
Newborn Diagnosis:9ccs256:Exam/eval:-0.206
Maternal Diagnosis:9ccs184:Early labor:-0.201
Newborn Diagnosis:9ccs222:Perint jaund:-0.181
Newborn Diagnosis:9ccs221:Resp distres:-0.140
Diagnosis:9ccs219:Low birth wt:-0.123
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.284
Diagnosis:9ccs217:Ot cong anom:0.181
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.115
Diagnosis:9ccs155:Other GI dx:0.113
Diagnosis:9ccs90:Eye infectn:0.101
Number of Visits:0.095
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.093
Diagnosis:9ccs10:Immuniz/scrn:0.086
Diagnosis:9ccs233:Intracrn inj:0.081
* Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 3.571 [1.159 11.003] | indivs AUC:0.515
Correlated most with:
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:1.000
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.391
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.277
Diagnosis:9ccs145:Int obstruct:0.276
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.245
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.245
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.245
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.245
Maternal Lab History: URINE SUGAR-otherPregnancy:0.236
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.222
Maternal Lab History: TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 321 | OR_unadj: 0.918 [0.578 1.458] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: TOTAL PROTEIN-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.795
Maternal Lab History: CALCIUM-postPregnancy:0.538
Maternal Lab History: Alk Phos-postPregnancy:-0.296
Maternal Lab History: SODIUM-postPregnancy:0.287
Maternal Lab History: MAGNESIUM-postPregnancy:-0.254
Maternal Lab History: PTT-postPregnancy:0.241
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.233
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.230
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.228
Maternal Lab History: AFP-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.763 [0.322 1.808] | indivs AUC:0.479
Correlated most with:
Maternal Lab History: AFP-postPregnancy:1.000
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.378
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.348
Newborn Diagnosis:9ccs216:Nerv cong an:0.305
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.219
Maternal Lab History: AFP-otherPregnancy:0.209
Maternal Lab History: 3 HOUR-postPregnancy:0.202
Maternal Lab History: PATIENT-postPregnancy:0.195
Maternal Lab History: APTT-postPregnancy:0.195
Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.195
Maternal Diagnosis:9ccs184:Early labor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 1.521 [0.923 2.509] | indivs AUC:0.511
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.722
Diagnosis:9ccs219:Low birth wt:0.435
Newborn Diagnosis:9ccs256:Exam/eval:0.225
Newborn Diagnosis:9ccs222:Perint jaund:0.207
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.201
Newborn Diagnosis:9ccs221:Resp distres:0.201
Newborn Diagnosis:9ccs253:Allergy:0.176
Maternal Diagnosis:9ccs98:HTN:0.153
Maternal Diagnosis:9ccs182:Hemorr preg:0.152
Maternal Lab History: URINE PH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 0.816 [0.438 1.518] | indivs AUC:0.476
Correlated most with:
Maternal Lab History: URINE PH-otherPregnancy:1.000
Maternal Lab History: URINE PH-postPregnancy:0.210
Maternal Lab History: CHLORIDE-otherPregnancy:-0.173
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.147
Maternal Procedure History:S9470-otherPregnancy:0.136
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.133
Maternal Diagnosis:9ccs46:Bnign ut neo-otherPregnancy:-0.133
Maternal Diagnosis:9ccs55:Fluid/elc dx-otherPregnancy:-0.133
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:-0.133
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.132
Maternal Lab History: LYMPHOCYTE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 275 | OR_unadj: 0.925 [0.551 1.552] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: LYMPHOCYTE-otherPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.847
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.617
Maternal Lab History: ABS LYMPH-otherPregnancy:0.538
Maternal Lab History: WBC-otherPregnancy:-0.484
Maternal Lab History: POLYS-otherPregnancy:-0.392
Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.236
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.208
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.196
Maternal Lab History: ABS LYMPH-postPregnancy:0.181
Maternal Lab History: RUBELLA-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: 0.605 [0.258 1.421] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: RUBELLA-postPregnancy:1.000
Maternal Lab History: RUBELLA-otherPregnancy:0.307
Maternal Diagnosis:9ccs236:Opn wnd extr-postPregnancy:0.277
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.267
Maternal Lab History: VARICELLA IGM-postPregnancy:0.250
Maternal Lab History: Varicella IgG-postPregnancy:-0.216
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.208
Maternal Procedure History:86580-postPregnancy:0.183
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.156
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.155
Maternal Lab History: hCG MoM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.542 [0.193 1.528] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: hCG MoM-otherPregnancy:1.000
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.789
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.430
Maternal Lab History: WEIGHT-otherPregnancy:-0.320
Maternal Diagnosis:9ccs236:Opn wnd extr-postPregnancy:0.289
Maternal Lab History: HCG-otherPregnancy:0.281
Maternal Lab History: BETA HCG FREE-postPregnancy:0.244
Maternal Lab History: hCG MoM-postPregnancy:0.244
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.174
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.168
* Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.054 [1.346 6.929] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:1.000
Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:-0.422
Maternal Lab History: AMYLASE-otherPregnancy:-0.301
Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:-0.298
Maternal Diagnosis:9ccs238:Complic proc-otherPregnancy:0.219
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.211
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.189
Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.178
Maternal Lab History: LDH-otherPregnancy:-0.155
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:0.155
Maternal Lab History: SODIUM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.020 [0.598 1.741] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: SODIUM-otherPregnancy:1.000
Maternal Lab History: CHLORIDE-otherPregnancy:0.449
Maternal Lab History: SODIUM-postPregnancy:0.265
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.264
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.216
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.188
Maternal Lab History: ANION GAP-otherPregnancy:0.173
Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.152
Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.152
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.146
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 125 | OR_unadj: 0.504 [0.180 1.416] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:1.000
Newborn Diagnosis:9ccs47:Ot bnign neo:-0.251
Maternal Diagnosis:9ccs96:Hrt valve dx:-0.178
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.177
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.177
Maternal Procedure History:90658-postPregnancy:-0.174
Maternal Lab History: POTASSIUM-postPregnancy:-0.145
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.132
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.126
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.123
* Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 91 | OR_unadj: 4.468 [1.938 10.303] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:1.000
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.221
Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.190
Maternal Diagnosis:9ccs238:Complic proc-otherPregnancy:0.189
Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.189
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.166
Maternal Lab History: LDH-otherPregnancy:0.160
Maternal Lab History: FIBRINOGEN-postPregnancy:0.147
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.141
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.134
Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs95:Oth nerv dx:0.195
Diagnosis:9ccs113:Late eff CVD:0.180
Number of Visits:0.131
Newborn Diagnosis:9ccs219:Low birth wt:0.126
Diagnosis:9ccs159:UTI:0.115
Diagnosis:9ccs94:Other ear dx:0.111
Diagnosis:9ccs58:Ot nutrit dx:0.102
Diagnosis:9ccs238:Complic proc:0.100
Diagnosis:9ccs217:Ot cong anom:0.099
Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.211
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.164
Diagnosis:9ccs133:Oth low resp:0.161
Diagnosis:9ccs127:COPD:0.147
Diagnosis:9ccs92:Otitis media:0.145
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.111
Diagnosis:9ccs59:Anemia:0.103
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 310 | OR_unadj: 0.947 [0.669 1.342] | indivs AUC:0.464
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.887
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.883
Maternal Lab History: CREATININE-otherPregnancy:-0.790
Maternal Procedure History:99000-otherPregnancy:-0.553
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.542
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.503
Maternal Procedure History:90656-otherPregnancy:-0.461
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.447
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.410
Maternal Lab History: CARBON DIOXIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 334 | OR_unadj: 0.739 [0.424 1.289] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: CARBON DIOXIDE-postPregnancy:1.000
Maternal Lab History: PH-postPregnancy:0.319
Maternal Lab History: BICARBONATE-postPregnancy:0.272
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.269
Maternal Lab History: CALCIUM-postPregnancy:0.253
Maternal Lab History: FERRITIN-postPregnancy:0.223
Maternal Lab History: PO2-postPregnancy:-0.210
Maternal Lab History: UIBC-postPregnancy:-0.206
Maternal Lab History: HERPES II IgG-postPregnancy:0.191
Maternal Lab History: VITAMIN B-12-postPregnancy:0.188
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:1.000
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.302
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.266
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.266
Maternal Procedure History:90471-postPregnancy:0.264
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.251
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.224
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.224
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.207
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.201
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 255 | OR_unadj: 0.646 [0.350 1.193] | indivs AUC:0.468
Correlated most with:
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.297
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.184
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.184
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.162
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:0.152
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:0.152
Maternal Lab History: TP VOLUME-otherPregnancy:0.150
Maternal Lab History: MICROALBUMIN-postPregnancy:-0.146
Maternal Procedure History:93005-otherPregnancy:-0.146
Maternal Procedure History:81025-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 192 | OR_unadj: 1.195 [0.632 2.260] | indivs AUC:0.510
Correlated most with:
Maternal Procedure History:81025-postPregnancy:1.000
Maternal Procedure History:J1055-postPregnancy:0.361
Maternal Procedure History:90772-postPregnancy:0.339
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.298
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.213
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.210
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.193
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.176
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.175
Maternal Lab History: GAMMA GT-postPregnancy:0.165
Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Number of Visits:0.166
Diagnosis:9ccs113:Late eff CVD:0.141
Diagnosis:9ccs126:Ot up rsp in:0.123
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.116
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.116
Diagnosis:9ccs74:Ot mentl cnd:0.111
Diagnosis:9ccs155:Other GI dx:0.100
Diagnosis:9ccs257:Ot aftercare:0.099
Diagnosis:9ccs135:Intest infct:0.095
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Newborn Diagnosis:9ccs143:Abdom hernia:0.141
Diagnosis:9ccs73:Preadult dx:0.141
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.141
Maternal Diagnosis:9ccs235:Opn wnd head:0.141
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.141
Diagnosis:9ccs118:Phlebitis:0.141
Diagnosis:9ccs87:Retinal dx:0.141
Diagnosis:9ccs142:Appendicitis:0.141
Diagnosis:9ccs5:HIV infectn:0.141
Maternal Procedure History:86580-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 233 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.525
Correlated most with:
Maternal Procedure History:86580-otherPregnancy:1.000
Maternal Diagnosis:9ccs3:Oth bact inf:0.273
Maternal Procedure History:86580-postPregnancy:0.267
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.222
Maternal Lab History: FOLATE-otherPregnancy:0.193
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.193
Maternal Lab History: IRON-otherPregnancy:0.193
Maternal Lab History: VITAMIN B-12-otherPregnancy:0.193
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.172
Maternal Lab History: PT-postPregnancy:0.151
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 260 | OR_unadj: 1.065 [0.740 1.532] | indivs AUC:0.473
Correlated most with:
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.918
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.887
Maternal Lab History: CREATININE-otherPregnancy:-0.732
Maternal Procedure History:99000-otherPregnancy:-0.523
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.498
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.493
Maternal Procedure History:90656-otherPregnancy:-0.434
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.410
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.392
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 1.473 [0.635 3.420] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:1.000
Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.443
Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.443
Maternal Diagnosis:10ccs46:Bnign ut neo-otherPregnancy:0.427
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.427
Maternal Diagnosis:9ccs178:Induc abortn-otherPregnancy:0.427
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.327
Maternal Lab History: LDL-otherPregnancy:0.325
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.299
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.287
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 203 | OR_unadj: 1.100 [0.695 1.740] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.855
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.384
Maternal Lab History: CREATININE-otherPregnancy:-0.381
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.331
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.327
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:0.280
Maternal Procedure History:99000-otherPregnancy:-0.260
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.246
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.223
Maternal Diagnosis:9ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.641 [0.328 1.251] | indivs AUC:0.482
Correlated most with:
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.310
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.254
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.229
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.228
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.217
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.216
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.206
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.193
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.184
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.633 [0.249 1.612] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:1.000
Maternal Lab History: AFP-otherPregnancy:0.412
Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.326
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.309
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.255
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.253
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:-0.249
Maternal Lab History: MONOCYTE-otherPregnancy:0.228
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.219
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.212
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.331 [0.444 3.987] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:1.000
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.323
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.235
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.226
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.224
Maternal Diagnosis:10ccs250:Nausea/vomit-postPregnancy:0.217
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.217
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:0.217
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:0.217
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.217
Maternal Lab History: PLATELET COUNT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 0.987 [0.602 1.619] | indivs AUC:0.537
Correlated most with:
Maternal Lab History: PLATELET COUNT-otherPregnancy:1.000
Maternal Lab History: PLATELET COUNT-postPregnancy:0.488
Maternal Lab History: MPV-otherPregnancy:-0.420
Maternal Lab History: WBC-otherPregnancy:0.283
Maternal Lab History: MPV-postPregnancy:-0.282
Maternal Lab History: ABS LYMPH-otherPregnancy:0.256
Maternal Lab History: POTASSIUM-otherPregnancy:0.250
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.227
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.223
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.183
Maternal Lab History: CHLORIDE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 332 | OR_unadj: 0.970 [0.615 1.529] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: CHLORIDE-postPregnancy:1.000
Maternal Lab History: SODIUM-postPregnancy:0.298
Maternal Procedure History:36416-postPregnancy:-0.202
Maternal Lab History: CHLORIDE-otherPregnancy:0.172
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.164
Maternal Lab History: LDL-postPregnancy:-0.163
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.159
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.145
Maternal Lab History: GLOBULIN-postPregnancy:-0.143
Maternal Diagnosis:9ccs41:Ot primry ca-postPregnancy:0.142
Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Diagnosis:9ccs49:DiabMel no c:0.106
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.106
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.106
Maternal Diagnosis:9ccs47:Ot bnign neo:0.106
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.106
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.106
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.106
Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: HERPES II IgG-postPregnancy:0.102
Maternal Procedure History:J7300-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.481
Correlated most with:
Maternal Procedure History:J7300-postPregnancy:1.000
Maternal Procedure History:58300-postPregnancy:0.859
Maternal Diagnosis:9ccs133:Oth low resp:0.397
Maternal Lab History: ESTRIOL-otherPregnancy:0.258
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.199
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.176
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.168
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.137
Diagnosis:9ccs234:Crush injury:0.113
Maternal Lab History: GAMMA GT-otherPregnancy:-0.098
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs155:Other GI dx:0.124
Number of Visits:0.122
Diagnosis:9ccs141:Ot dx stomch:0.120
Diagnosis:9ccs233:Intracrn inj:0.103
Diagnosis:9ccs73:Preadult dx:0.103
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.103
Newborn Diagnosis:9ccs59:Anemia:0.103
Diagnosis:9ccs120:Hemmorhoids:0.103
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.103
Maternal Lab History: ALBUMIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 321 | OR_unadj: 0.826 [0.531 1.287] | indivs AUC:0.481
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:1.000
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.795
Maternal Lab History: CALCIUM-postPregnancy:0.582
Maternal Lab History: Alk Phos-postPregnancy:-0.386
Maternal Lab History: SODIUM-postPregnancy:0.335
Maternal Lab History: HEMATOCRIT-postPregnancy:0.316
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.280
Maternal Lab History: LDH-postPregnancy:-0.272
Maternal Lab History: RBC-postPregnancy:0.268
Maternal Lab History: INR-postPregnancy:0.266
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 0.759 [0.418 1.376] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.855
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.261
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.256
Maternal Procedure History:86703-otherPregnancy:-0.186
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.151
Maternal Lab History: hCG MoM-otherPregnancy:0.144
Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:-0.140
Maternal Lab History: WBC-otherPregnancy:0.134
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.132
Maternal Lab History: POLYS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 144 | OR_unadj: 1.016 [0.527 1.959] | indivs AUC:0.453
Correlated most with:
Maternal Lab History: POLYS-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.348
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.301
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.288
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.281
Maternal Lab History: MONOS-postPregnancy:-0.262
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.245
Maternal Lab History: BASOPHIL-postPregnancy:-0.244
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.238
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.215
Maternal Lab History: AST-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 269 | OR_unadj: 0.811 [0.398 1.653] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: AST-postPregnancy:1.000
Maternal Lab History: ALT-postPregnancy:0.637
Maternal Lab History: Alk Phos-postPregnancy:0.368
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.361
Maternal Lab History: LDH-postPregnancy:0.300
Maternal Lab History: GAMMA GT-postPregnancy:0.292
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.235
Maternal Lab History: PO2-postPregnancy:0.199
Maternal Lab History: O2 SATURATION-postPregnancy:0.198
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.196
Maternal Lab History: ESTRIOL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 91 | OR_unadj: 0.851 [0.329 2.200] | indivs AUC:0.526
Correlated most with:
Maternal Lab History: ESTRIOL-otherPregnancy:1.000
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.555
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.373
Maternal Lab History: AFP-otherPregnancy:0.289
Maternal Procedure History:J7300-postPregnancy:0.258
Maternal Procedure History:58300-postPregnancy:0.227
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.212
Maternal Diagnosis:9ccs236:Opn wnd extr-postPregnancy:-0.207
Maternal Lab History: ESTRIOL-postPregnancy:0.199
Maternal Diagnosis:9ccs126:Ot up rsp in:0.187
Maternal Lab History: GTT FASTING SPEC.-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 111 | OR_unadj: 1.346 [0.643 2.819] | indivs AUC:0.530
Correlated most with:
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:1.000
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.457
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.404
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.368
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.345
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.325
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.323
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.323
Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.323
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.323
* Maternal Lab History: CHOL:HDL RATIO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 126 | OR_unadj: 2.547 [1.462 4.439] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.672
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.663
Maternal Lab History: VLDL-postPregnancy:0.512
Maternal Lab History: CHOLESTEROL-postPregnancy:0.420
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.314
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.278
Maternal Lab History: LDL-postPregnancy:0.278
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.223
Maternal Lab History: AST (SGOT)-postPregnancy:0.208
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 1.081 [0.588 1.987] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:1.000
Maternal Lab History: AFP-postPregnancy:0.378
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.374
Maternal Lab History: WEIGHT-postPregnancy:0.280
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.267
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.212
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.173
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.173
Maternal Lab History: MONOCYTE-otherPregnancy:0.169
Maternal Lab History: RET ABS-postPregnancy:-0.165
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.509
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.722
Diagnosis:9ccs219:Low birth wt:0.413
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.312
Newborn Diagnosis:9ccs256:Exam/eval:0.306
Newborn Diagnosis:9ccs221:Resp distres:0.272
Newborn Diagnosis:9ccs222:Perint jaund:0.264
Newborn Diagnosis:9ccs253:Allergy:0.240
Maternal Diagnosis:9ccs182:Hemorr preg:0.151
Maternal Diagnosis:9ccs183:HTN in preg:0.144
Maternal Lab History: ALBUMIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 217 | OR_unadj: 1.064 [0.613 1.847] | indivs AUC:0.467
Correlated most with:
Maternal Lab History: ALBUMIN-otherPregnancy:1.000
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.796
Maternal Lab History: CALCIUM-otherPregnancy:0.634
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.345
Maternal Lab History: RBC-otherPregnancy:0.333
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.292
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.267
Maternal Lab History: CHLORIDE-otherPregnancy:-0.244
Maternal Lab History: ALBUMIN-postPregnancy:0.235
Maternal Lab History: Alk Phos-otherPregnancy:-0.216
Maternal Lab History: CALCIUM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.175 [0.712 1.939] | indivs AUC:0.471
Correlated most with:
Maternal Lab History: CALCIUM-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.634
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.549
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.345
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.335
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.322
Maternal Lab History: RBC-otherPregnancy:0.293
Maternal Lab History: POTASSIUM-otherPregnancy:0.228
Maternal Lab History: RDW-otherPregnancy:-0.221
Maternal Lab History: CALCIUM-postPregnancy:0.217
Maternal Lab History: WEIGHT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.629 [0.734 3.616] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: WEIGHT-otherPregnancy:1.000
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.365
Maternal Lab History: hCG MoM-otherPregnancy:-0.320
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.192
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.178
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.174
Maternal Lab History: WEIGHT-postPregnancy:0.169
Maternal Lab History: AFP-otherPregnancy:-0.167
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.165
Maternal Procedure History:93005-otherPregnancy:0.160
Maternal Procedure History:90656-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: nan [ nan nan] | indivs AUC:0.518
Correlated most with:
Maternal Procedure History:90656-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.470
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.461
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.434
Maternal Lab History: CREATININE-otherPregnancy:0.386
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:-0.293
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.278
Maternal Procedure History:99000-otherPregnancy:0.271
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.252
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.251
Maternal Procedure History:36415-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 120 | OR_unadj: 0.781 [0.329 1.854] | indivs AUC:0.489
Correlated most with:
Maternal Procedure History:36415-otherPregnancy:1.000
Maternal Procedure History:36415-postPregnancy:0.214
Maternal Procedure History:S9470-postPregnancy:0.211
Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.205
Maternal Procedure History:81000-otherPregnancy:0.200
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.188
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:0.182
Maternal Lab History: Alk Phos-otherPregnancy:-0.168
Maternal Lab History: A/G-otherPregnancy:0.157
Maternal Procedure History:81025-otherPregnancy:0.156
Maternal Lab History: INHIBIN A MOM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 0.851 [0.329 2.200] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: INHIBIN A MOM-otherPregnancy:1.000
Maternal Lab History: hCG MoM-otherPregnancy:0.430
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.316
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.276
Maternal Lab History: BILE ACIDS-otherPregnancy:0.252
Maternal Lab History: AFP-otherPregnancy:0.244
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.234
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.213
Maternal Lab History: GAMMA GT-otherPregnancy:0.207
Maternal Procedure History:36415-otherPregnancy:-0.205
Maternal Lab History: MONOS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 144 | OR_unadj: 1.430 [0.767 2.666] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: MONOS-postPregnancy:1.000
Maternal Lab History: MONOS-otherPregnancy:0.269
Maternal Lab History: POLYS-postPregnancy:-0.262
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.186
Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.178
Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.178
Maternal Lab History: BASOPHIL-postPregnancy:0.170
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.166
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.161
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.161
Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.150
Number of Visits:0.143
Diagnosis:9ccs133:Oth low resp:0.134
Diagnosis:9ccs126:Ot up rsp in:0.114
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.096
Diagnosis:9ccs90:Eye infectn:0.095
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.095
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.095
Maternal Diagnosis:9ccs215:gu cong anom-otherPregnancy:0.095
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Number of Visits:0.143
Diagnosis:9ccs253:Allergy:0.139
Diagnosis:9ccs200:Oth skin dx:0.138
Diagnosis:9ccs155:Other GI dx:0.136
Diagnosis:9ccs256:Exam/eval:0.120
Diagnosis:9ccs126:Ot up rsp in:0.114
Diagnosis:9ccs133:Oth low resp:0.112
Diagnosis:9ccs246:FUO:0.110
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.110
Maternal Procedure History:86703-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 119 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.527
Correlated most with:
Maternal Procedure History:86703-otherPregnancy:1.000
Maternal Procedure History:86703-postPregnancy:0.446
Maternal Procedure History:99401-otherPregnancy:0.403
Maternal Lab History: GLOBULIN-otherPregnancy:0.231
Maternal Lab History: AST (SGOT)-otherPregnancy:0.224
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.205
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.192
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.186
Maternal Lab History: A/G-otherPregnancy:-0.184
Maternal Procedure History:97803-otherPregnancy:0.184
Maternal Lab History: POLYS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.504 [0.180 1.416] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: POLYS-otherPregnancy:1.000
Maternal Lab History: MONOS-otherPregnancy:-0.542
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.392
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.281
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.275
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.269
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.269
Lab:323700 CULTURE THROAT W SENS - Sunrise:0.269
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.269
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.263
Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.449
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Diagnosis:9ccs128:Asthma:0.220
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.182
Diagnosis:9ccs126:Ot up rsp in:0.167
Diagnosis:9ccs127:COPD:0.166
Diagnosis:9ccs122:Pneumonia:0.161
Diagnosis:9ccs125:Bronchitis:0.156
Diagnosis:9ccs257:Ot aftercare:0.147
Diagnosis:9ccs256:Exam/eval:0.146
Maternal Lab History: CARBON DIOXIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.210 [0.748 1.956] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.345
Maternal Lab History: CALCIUM-otherPregnancy:0.345
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.297
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.269
Maternal Lab History: SODIUM-otherPregnancy:0.264
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.254
Maternal Lab History: ANION GAP-otherPregnancy:-0.253
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.210
Maternal Lab History: Alk Phos-otherPregnancy:-0.197
Maternal Procedure History:90471-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.501
Correlated most with:
Maternal Procedure History:90471-otherPregnancy:1.000
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.218
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.218
Newborn Diagnosis:9ccs197:Skin infectn:0.218
Maternal Lab History: T-3(Total)-otherPregnancy:-0.191
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.191
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.186
Maternal Lab History: LH-postPregnancy:-0.178
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.167
Maternal Procedure History:81000-otherPregnancy:0.157
Maternal Lab History: ALT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 214 | OR_unadj: 0.994 [0.483 2.045] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: ALT-otherPregnancy:1.000
Maternal Lab History: AST-otherPregnancy:0.706
Maternal Diagnosis:9ccs55:Fluid/elc dx-otherPregnancy:0.444
Maternal Diagnosis:9ccs92:Otitis media-otherPregnancy:0.264
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.260
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.243
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.234
Maternal Lab History: AMYLASE-otherPregnancy:-0.228
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.225
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.206
Maternal Lab History: CREATININE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: nan [ nan nan] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: CREATININE-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.790
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.732
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.725
Maternal Procedure History:99000-otherPregnancy:0.462
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.452
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.438
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.421
Maternal Procedure History:90656-otherPregnancy:0.386
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.381
Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.259
Diagnosis:9ccs91:Other eye dx:0.181
Diagnosis:9ccs47:Ot bnign neo:0.154
Diagnosis:9ccs95:Oth nerv dx:0.112
Diagnosis:9ccs257:Ot aftercare:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs216:Nerv cong an:0.101
Diagnosis:9ccs74:Ot mentl cnd:0.099
Diagnosis:9ccs51:Ot endo dsor:0.099
Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.149
Maternal Diagnosis:10ccs135:Intest infct-postPregnancy:0.131
Diagnosis:9ccs129:Asp pneumon:0.131
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.131
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.131
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.131
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.131
Diagnosis:9ccs87:Retinal dx:0.131
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.131
* Maternal Lab History: TRIGLYCERIDE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 126 | OR_unadj: 2.633 [1.381 5.022] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: TRIGLYCERIDE-postPregnancy:1.000
Maternal Lab History: VLDL-postPregnancy:0.763
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.672
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.403
Maternal Lab History: CHOLESTEROL-postPregnancy:0.390
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.364
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.323
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.323
Maternal Lab History: LH-postPregnancy:-0.286
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.265
Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs125:Bronchitis:0.241
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs122:Pneumonia:0.211
Number of Visits:0.184
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs92:Otitis media:0.150
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.139
Maternal Diagnosis:9ccs239:Superfic inj:0.134
Diagnosis:9ccs126:Ot up rsp in:0.130
Maternal Lab History: CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 126 | OR_unadj: 1.741 [0.922 3.285] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: CHOLESTEROL-postPregnancy:1.000
Maternal Lab History: LDL-postPregnancy:0.699
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.420
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.397
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.390
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.331
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.287
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.276
Maternal Lab History: VLDL-postPregnancy:0.240
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.211
Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.525
Diagnosis:9ccs117:Ot circul dx:0.230
Newborn Diagnosis:9ccs96:Hrt valve dx:0.220
Newborn Diagnosis:9ccs213:Cardiac anom:0.181
Maternal Diagnosis:9ccs255:Social admin:0.108
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.108
Maternal Procedure History:96372-otherPregnancy:0.107
Diagnosis:9ccs259:Unclassified:0.096
Diagnosis:9ccs10:Immuniz/scrn:0.090
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.284
Diagnosis:9ccs217:Ot cong anom:0.259
Diagnosis:9ccs210:SLE:0.172
Diagnosis:9ccs233:Intracrn inj:0.172
Diagnosis:9ccs62:Coag/hemr dx:0.150
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.135
Lab:296169 RETICULOCYTE COUNT- LMC:0.124
Diagnosis:9ccs138:Esophgeal dx:0.117
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.113
Maternal Lab History: ESTRIOL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 164 | OR_unadj: 1.485 [0.828 2.663] | indivs AUC:0.560
Correlated most with:
Maternal Lab History: ESTRIOL-postPregnancy:1.000
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.458
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.253
Maternal Lab History: APF MoM-postPregnancy:0.230
Maternal Lab History: ESTRIOL-otherPregnancy:0.199
Maternal Diagnosis:9ccs236:Opn wnd extr-postPregnancy:-0.189
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.188
Diagnosis:9ccs233:Intracrn inj:-0.178
Maternal Lab History: INHMOM-postPregnancy:0.175
Maternal Lab History: hCG MoM-postPregnancy:-0.171
Maternal Lab History: NO. OF FETUSES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 173 | OR_unadj: nan [ nan nan] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: NO. OF FETUSES-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.397
Maternal Lab History: CREATININE-postPregnancy:0.342
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.287
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.279
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.260
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.257
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.251
Maternal Lab History: CREATININE-otherPregnancy:0.247
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.239
Maternal Lab History: BETA HCG FREE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.529 [0.188 1.488] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: BETA HCG FREE-postPregnancy:1.000
Maternal Lab History: hCG MoM-postPregnancy:0.729
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.384
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.374
Maternal Lab History: AFP-postPregnancy:-0.348
Maternal Lab History: WEIGHT-postPregnancy:-0.335
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.305
Maternal Lab History: ESTRIOL FREE-postPregnancy:-0.292
Maternal Lab History: ESTRIOL-postPregnancy:-0.253
Maternal Lab History: hCG MoM-otherPregnancy:0.244
Maternal Lab History: CHLORIDE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.364 [0.840 2.215] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: CHLORIDE-otherPregnancy:1.000
Maternal Lab History: SODIUM-otherPregnancy:0.449
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.289
Maternal Lab History: ALBUMIN-otherPregnancy:-0.244
Maternal Lab History: URINE KETONES-otherPregnancy:-0.218
Maternal Lab History: 2 HOUR-otherPregnancy:0.208
Maternal Lab History: CALCIUM-otherPregnancy:-0.208
Maternal Lab History: PT-otherPregnancy:-0.206
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.185
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.185
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 144 | OR_unadj: 0.958 [0.591 1.554] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:1.000
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.368
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.358
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.357
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.307
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.305
Maternal Lab History: CREATININE-postPregnancy:-0.288
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.270
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.267
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.266
Maternal Procedure History:86580-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: nan [ nan nan] | indivs AUC:0.522
Correlated most with:
Maternal Procedure History:86580-postPregnancy:1.000
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.530
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.530
Maternal Procedure History:90746-postPregnancy:0.384
Maternal Procedure History:86580-otherPregnancy:0.267
Maternal Diagnosis:9ccs236:Opn wnd extr-postPregnancy:0.245
Maternal Lab History: eGFR-otherPregnancy:-0.210
Maternal Lab History: VARICELLA IGM-postPregnancy:0.200
Maternal Lab History: RUBELLA-postPregnancy:0.183
Maternal Diagnosis:9ccs61:Sickle cell:0.177
Maternal Diagnosis:9ccs168:PID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 0.617 [0.342 1.113] | indivs AUC:0.460
Correlated most with:
Maternal Diagnosis:9ccs168:PID-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.344
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.335
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.299
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.276
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.275
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.239
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.238
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.227
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.217
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.586 [0.208 1.658] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:1.000
Maternal Lab History: TSH-otherPregnancy:0.331
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.263
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.262
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.229
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.218
Maternal Lab History: MONOCYTE-postPregnancy:0.216
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.179
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176
Maternal Lab History: HERPES I IgG-otherPregnancy:-0.173
Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.180
Diagnosis:9ccs94:Other ear dx:0.141
Maternal Procedure History:97001-postPregnancy:0.141
Number of Visits:0.138
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.119
Diagnosis:9ccs83:Epilepsy/cnv:0.113
Diagnosis:9ccs145:Int obstruct:0.106
Diagnosis:9ccs70:Schizo/rl dx:0.106
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.106
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 0.283 [0.068 1.180] | indivs AUC:0.486
Correlated most with:
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:1.000
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.322
Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.230
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.226
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.218
Maternal Diagnosis:10ccs93:Dizziness-postPregnancy:0.218
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.210
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.204
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.199
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.198
Vital: Wt for Len Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 1.424 [0.856 2.368] | indivs AUC:0.540
Correlated most with:
Maternal Diagnosis:10ccs159:UTI-postPregnancy:0.122
Maternal Procedure History:90472-postPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.113
Maternal Diagnosis:9ccs122:Pneumonia:0.102
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.102
Newborn Diagnosis:9ccs221:Resp distres:-0.094
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.093
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.086
Newborn Diagnosis:9ccs253:Allergy:-0.084
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.080
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.530
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:296169 RETICULOCYTE COUNT- LMC:-0.210
Lab:295669 BILIRUBIN DIRECT - LMC:0.191
Diagnosis:9ccs222:Perint jaund:-0.151
Diagnosis:9ccs151:Oth liver dx:-0.128
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.114
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.105
Maternal Lab History: LH-postPregnancy:0.100
Lab:294495 LEAD, BLOOD - LMC:-0.100
Diagnosis:9ccs58:Ot nutrit dx:0.092
Maternal Lab History: GAMMA GT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 104 | OR_unadj: 0.446 [0.105 1.896] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GAMMA GT-postPregnancy:1.000
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.327
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.321
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.318
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.306
Maternal Lab History: AST-postPregnancy:0.292
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.284
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.281
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.262
Maternal Lab History: ALT-postPregnancy:0.260
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:1.000
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.294
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.257
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.226
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.226
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.226
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.226
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.198
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.193
Maternal Lab History: CREATININE-postPregnancy:-0.190
* Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 2.930 [1.746 4.917] | indivs AUC:0.546
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.342
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.299
Maternal Lab History: CREATININE-postPregnancy:-0.286
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.270
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.262
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.257
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.254
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.252
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.249
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 142 | OR_unadj: 0.698 [0.273 1.786] | indivs AUC:0.535
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:1.000
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.221
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.137
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.134
Maternal Diagnosis:9ccs123:Influenza-otherPregnancy:0.134
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.134
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.134
Diagnosis:9ccs232:Sprain:0.134
Diagnosis:9ccs199:Ulcer skin:0.134
Newborn Diagnosis:9ccs197:Skin infectn:0.134
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.016 [0.619 1.668] | indivs AUC:0.530
Correlated most with:
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.261
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.192
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.180
Maternal Lab History: WBC-otherPregnancy:-0.174
Maternal Lab History: T-3(Total)-otherPregnancy:0.164
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.148
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.143
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.142
Maternal Lab History: NT MoM-otherPregnancy:-0.139
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 0.756 [0.294 1.943] | indivs AUC:0.484
Correlated most with:
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.298
Maternal Procedure History:90656-otherPregnancy:-0.293
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.272
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.271
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.247
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.247
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.246
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.244
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.238
Vital: Wt Change-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.135
Maternal Lab History: LH-postPregnancy:0.128
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.111
Maternal Lab History: FASTING-postPregnancy:-0.109
Lab:323825 STREP SCREEN THROAT - Sunrise:0.107
Newborn Diagnosis:9ccs197:Skin infectn:0.103
Maternal Lab History: HERPES I IgG-otherPregnancy:0.098
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.096
Maternal Lab History: FASTING-otherPregnancy:-0.095
Maternal Procedure History:96372-otherPregnancy:-0.091
Maternal Lab History: URINE UROBILINOGEN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 65 | OR_unadj: 1.128 [0.324 3.925] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:1.000
Maternal Diagnosis:9ccs229:Fx arm-postPregnancy:0.583
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:0.583
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.226
Maternal Lab History: PT-postPregnancy:0.148
Maternal Lab History: INR-postPregnancy:0.142
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.127
Diagnosis:9ccs234:Crush injury:0.121
Maternal Procedure History:90658-postPregnancy:-0.118
Maternal Lab History: TRANSFERRIN-postPregnancy:0.098
Maternal Lab History: Alk Phos-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 215 | OR_unadj: 1.115 [0.606 2.053] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: Alk Phos-otherPregnancy:1.000
Maternal Lab History: COLONY COUNT-otherPregnancy:0.258
Maternal Lab History: ALBUMIN-otherPregnancy:-0.216
Maternal Lab History: Alk Phos-postPregnancy:0.206
Maternal Lab History: AST-otherPregnancy:0.202
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.197
Maternal Lab History: MPV-otherPregnancy:0.196
Maternal Lab History: VLDL-postPregnancy:0.173
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.171
Maternal Procedure History:36415-otherPregnancy:-0.168
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 131 | OR_unadj: 1.045 [0.525 2.080] | indivs AUC:0.523
Correlated most with:
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.329
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.285
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.278
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.184
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.179
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.171
Maternal Lab History: 2 HOUR-postPregnancy:0.154
Maternal Procedure History:99211-otherPregnancy:0.151
Maternal Lab History: TSH-postPregnancy:-0.144
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs223:Birth trauma:1.000
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.228
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.228
Maternal Procedure History:36416-postPregnancy:0.211
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.198
Diagnosis:9ccs223:Birth trauma:0.196
Maternal Lab History: THYROGLOBULIN AB-postPregnancy:0.163
Maternal Diagnosis:9ccs120:Hemmorhoids:0.160
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.160
Maternal Diagnosis:9ccs188:Pelvic obstr:0.153
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 0.825 [0.320 2.129] | indivs AUC:0.486
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:1.000
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.245
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.198
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.181
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.181
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.165
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.162
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.158
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:0.158
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.158
Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Diagnosis:9ccs73:Preadult dx:0.257
Maternal Lab History: LACTIC ACID-postPregnancy:0.183
Maternal Procedure History:87880-postPregnancy:0.167
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.146
Diagnosis:9ccs75:Hx mental dx:0.146
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.125
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.125
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.121
Diagnosis:9ccs47:Ot bnign neo:0.115
Maternal Lab History: BUN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.873 [0.389 1.957] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: BUN-otherPregnancy:1.000
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.334
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.283
Maternal Lab History: GFR Calculation-otherPregnancy:-0.265
Maternal Lab History: GFR in African American-otherPregnancy:-0.265
Maternal Lab History: HCG-otherPregnancy:0.202
Maternal Lab History: BUN-postPregnancy:0.200
Newborn Diagnosis:9ccs47:Ot bnign neo:0.171
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.161
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.161
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.522 [0.159 1.719] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:1.000
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.354
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.290
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.215
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.209
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.208
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.191
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.191
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.191
Maternal Procedure History:J1055-postPregnancy:0.184
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 95 | OR_unadj: 1.341 [0.788 2.281] | indivs AUC:0.489
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:1.000
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.329
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.282
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.238
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.228
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.226
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.223
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.219
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.215
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.210
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 111 | OR_unadj: 1.020 [0.598 1.741] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.316
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.306
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.276
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.251
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.223
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.223
Maternal Lab History: CREATININE-postPregnancy:-0.221
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.209
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.198
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.240
Number of Visits:0.160
Diagnosis:9ccs257:Ot aftercare:0.118
Diagnosis:9ccs74:Ot mentl cnd:0.115
Diagnosis:9ccs125:Bronchitis:0.113
Diagnosis:9ccs92:Otitis media:0.106
Diagnosis:9ccs163:Other GU dx:0.106
Newborn Diagnosis:9ccs134:Ot uppr resp:0.103
Maternal Diagnosis:9ccs160:Urin stone:0.103
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 1.136 [0.663 1.946] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.503
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.498
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.475
Maternal Lab History: CREATININE-otherPregnancy:-0.438
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.374
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.368
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.300
Maternal Procedure History:99000-otherPregnancy:-0.281
Maternal Procedure History:90656-otherPregnancy:-0.278
Vital: HC Percentile-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.169
Diagnosis:10ccs238:Complic proc:0.147
Diagnosis:9ccs2604:E Codes: Fire/burn:0.147
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.147
Diagnosis:9ccs16:Liver/ibd ca:0.133
Lab:323825 STREP SCREEN THROAT - Sunrise:0.122
Maternal Lab History: HERPES I IgG-otherPregnancy:0.111
Maternal Diagnosis:9ccs105:Conduction-postPregnancy:-0.101
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.099
Newborn Diagnosis:9ccs216:Nerv cong an:0.094
Maternal Lab History: AFP-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 0.657 [0.231 1.868] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: AFP-otherPregnancy:1.000
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.412
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.328
Maternal Lab History: ESTRIOL-otherPregnancy:0.289
Maternal Diagnosis:9ccs9:Sexual Infxs:0.281
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.244
Maternal Lab History: AFP-postPregnancy:0.209
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.190
Maternal Diagnosis:9ccs136:Teeth dx-otherPregnancy:0.190
Maternal Lab History: WEIGHT-otherPregnancy:-0.167
Maternal Lab History: POTASSIUM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 0.922 [0.493 1.724] | indivs AUC:0.475
Correlated most with:
Maternal Lab History: POTASSIUM-otherPregnancy:1.000
Maternal Lab History: POTASSIUM-postPregnancy:0.306
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.250
Maternal Lab History: CALCIUM-otherPregnancy:0.228
Maternal Lab History: ALBUMIN-otherPregnancy:0.213
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.201
Maternal Lab History: MPV-otherPregnancy:-0.190
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.163
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.157
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.156
Maternal Lab History: URINE KETONES-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 58 | OR_unadj: nan [ nan nan] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: URINE KETONES-otherPregnancy:1.000
Maternal Diagnosis:9ccs2603:E Codes: Fall-otherPregnancy:0.469
Maternal Lab History: URINE KETONES-postPregnancy:0.368
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.299
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.257
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.235
Maternal Lab History: CHLORIDE-otherPregnancy:-0.218
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.210
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.210
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.210
Maternal Lab History: AST-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 201 | OR_unadj: 0.983 [0.511 1.891] | indivs AUC:0.461
Correlated most with:
Maternal Lab History: AST-otherPregnancy:1.000
Maternal Lab History: ALT-otherPregnancy:0.706
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.314
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.246
Maternal Lab History: AMYLASE-otherPregnancy:-0.236
Maternal Diagnosis:9ccs55:Fluid/elc dx-otherPregnancy:0.222
Maternal Lab History: Alk Phos-otherPregnancy:0.202
Maternal Lab History: LIPASE-otherPregnancy:-0.189
Maternal Diagnosis:9ccs2603:E Codes: Fall-otherPregnancy:0.174
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.166
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.040 [0.579 1.869] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.303
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.283
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.250
Maternal Lab History: CREATININE-postPregnancy:-0.218
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.211
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.207
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.201
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.191
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.190
Maternal Diagnosis:9ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 160 | OR_unadj: 0.838 [0.519 1.353] | indivs AUC:0.476
Correlated most with:
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.607
Maternal Lab History: CREATININE-postPregnancy:-0.416
Maternal Procedure History:81000-postPregnancy:0.389
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.369
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.361
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.333
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.326
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.307
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.302
Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.146
Diagnosis:9ccs200:Oth skin dx:0.140
Number of Visits:0.133
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.133
Diagnosis:9ccs239:Superfic inj:0.120
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.120
Diagnosis:9ccs155:Other GI dx:0.112
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.111
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.105
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.938 [0.360 2.439] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.318
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.298
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.296
Maternal Lab History: CREATININE-otherPregnancy:-0.213
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.206
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.197
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.193
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.191
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.191
Maternal Lab History: RUBELLA-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 109 | OR_unadj: 0.994 [0.413 2.392] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: RUBELLA-otherPregnancy:1.000
Maternal Lab History: RUBELLA-postPregnancy:0.307
Maternal Diagnosis:9ccs236:Opn wnd extr-postPregnancy:0.282
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.205
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.189
Maternal Lab History: COLONY COUNT-otherPregnancy:0.160
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.145
Maternal Lab History: CHLORIDE-otherPregnancy:-0.144
Maternal Lab History: CALCIUM-otherPregnancy:0.137
Maternal Lab History: LDH-otherPregnancy:-0.133
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs7:Viral infect:0.127
Maternal Diagnosis:9ccs41:Ot primry ca-postPregnancy:0.120
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.120
Number of Visits:0.109
Diagnosis:9ccs92:Otitis media:0.103
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.090
Maternal Lab History: GLOBULIN-otherPregnancy:0.089
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.083
Diagnosis:9ccs197:Skin infectn:0.083
* Maternal Lab History: TSH THIRD GENERATION-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 3.350 [1.306 8.592] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:1.000
Maternal Lab History: FREE T3-otherPregnancy:-0.208
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.181
Maternal Diagnosis:9ccs105:Conduction-postPregnancy:0.161
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.159
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.142
Maternal Lab History: FOLATE-postPregnancy:-0.142
Maternal Lab History: THYROGLOBULIN AB-postPregnancy:-0.138
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.133
Maternal Diagnosis:9ccs155:Other GI dx:-0.129
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 179 | OR_unadj: 0.756 [0.357 1.602] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:1.000
Maternal Lab History: SODIUM-postPregnancy:0.215
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.204
Maternal Procedure History:86703-postPregnancy:0.197
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.184
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.167
Maternal Diagnosis:9ccs105:Conduction-postPregnancy:0.166
Maternal Lab History: BUN-otherPregnancy:0.161
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.145
Maternal Lab History: URIC ACID-postPregnancy:0.136
Maternal Lab History: URINE SUGAR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: URINE SUGAR-otherPregnancy:1.000
Maternal Lab History: PT-otherPregnancy:0.394
Maternal Lab History: INR-otherPregnancy:0.325
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.236
Maternal Lab History: URINE SUGAR-postPregnancy:0.230
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.225
Maternal Lab History: PTT-otherPregnancy:-0.210
Newborn Diagnosis:9ccs47:Ot bnign neo:-0.203
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.182
Maternal Procedure History:86703-otherPregnancy:0.169
Maternal Procedure History:90471-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.162 [0.022 1.192] | indivs AUC:0.492
Correlated most with:
Maternal Procedure History:90471-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:0.530
Maternal Diagnosis:9ccs217:Ot cong anom:0.283
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.264
Maternal Procedure History:90658-postPregnancy:0.203
Maternal Procedure History:90746-postPregnancy:0.190
Maternal Lab History: A/G-postPregnancy:0.189
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.184
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.181
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.178
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.535
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Maternal Diagnosis:9ccs200:Oth skin dx:-0.224
Lab:296169 RETICULOCYTE COUNT- LMC:-0.218
Lab:294203 BILIRUBIN TOTAL - LMC:0.191
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.177
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.139
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.125
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.112
Maternal Lab History: URINE CULTURE-postPregnancy:0.102
Maternal Procedure History:99000-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: nan [ nan nan] | indivs AUC:0.523
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.553
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.523
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.508
Maternal Lab History: CREATININE-otherPregnancy:0.462
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.314
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.305
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.281
Maternal Procedure History:90656-otherPregnancy:0.271
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.260
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:1.000
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.335
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.288
Maternal Procedure History:87880-postPregnancy:0.259
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.252
Maternal Diagnosis:9ccs101:Coron athero-postPregnancy:0.249
Maternal Diagnosis:9ccs237:Complic devi-otherPregnancy:0.249
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.249
Maternal Diagnosis:10ccs46:Bnign ut neo-otherPregnancy:0.249
Maternal Diagnosis:9ccs178:Induc abortn-otherPregnancy:0.249
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.869 [0.425 1.778] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:1.000
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.364
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.354
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.308
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.295
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.292
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.273
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.248
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.247
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.241
Maternal Diagnosis:9ccs253:Allergy-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.468 [0.667 3.232] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.302
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.300
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.292
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.291
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.236
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.236
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.229
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.219
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.210
Maternal Lab History: BETA-HCG QUANT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-postPregnancy:1.000
Maternal Diagnosis:9ccs136:Teeth dx-otherPregnancy:0.376
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.352
Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:-0.248
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.227
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.215
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.214
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.203
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:-0.200
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:-0.198
* Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.199
Lab:296169 RETICULOCYTE COUNT- LMC:0.142
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.142
Maternal Diagnosis:9ccs133:Oth low resp:0.138
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.138
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.121
Maternal Procedure History:J7300-postPregnancy:0.113
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:0.111
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.099
Maternal Lab History: ESTRIOL FREE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 0.864 [0.299 2.498] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: ESTRIOL FREE-otherPregnancy:1.000
Maternal Lab History: ESTRIOL-otherPregnancy:0.555
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.253
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.224
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.210
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.199
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.188
Maternal Diagnosis:9ccs126:Ot up rsp in:0.179
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.169
Maternal Lab History: Alk Phos-otherPregnancy:0.168
Maternal Procedure History:58300-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:58300-postPregnancy:1.000
Maternal Procedure History:J7300-postPregnancy:0.859
Maternal Diagnosis:9ccs133:Oth low resp:0.346
Maternal Lab History: ESTRIOL-otherPregnancy:0.227
Diagnosis:9ccs2:Septicemia:0.191
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.173
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.148
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.140
Diagnosis:9ccs240:Burns:0.135
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.114
Maternal Lab History: MONOS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.864 [0.299 2.498] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: MONOS-otherPregnancy:1.000
Maternal Lab History: POLYS-otherPregnancy:-0.542
Maternal Lab History: MONOS-postPregnancy:0.269
Diagnosis:9ccs252:Fatigue:0.266
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.206
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.206
Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.206
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.206
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.195
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.188
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Diagnosis:9ccs133:Oth low resp:0.166
Number of Visits:0.148
Diagnosis:9ccs122:Pneumonia:0.147
Diagnosis:9ccs240:Burns:0.117
Diagnosis:9ccs125:Bronchitis:0.115
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.115
Maternal Diagnosis:10ccs46:Bnign ut neo-otherPregnancy:0.111
Maternal Diagnosis:9ccs178:Induc abortn-otherPregnancy:0.111
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.111
Maternal Lab History: INHIBIN A MOM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 108 | OR_unadj: 0.911 [0.381 2.182] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: INHIBIN A MOM-postPregnancy:1.000
Maternal Lab History: hCG MoM-postPregnancy:0.397
Maternal Lab History: BETA HCG FREE-postPregnancy:0.384
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.234
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.191
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.191
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.168
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.167
Maternal Lab History: hCG MoM-otherPregnancy:0.153
Maternal Procedure History:99211-otherPregnancy:-0.136
Maternal Lab History: GLOBULIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.025 [0.425 2.471] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: GLOBULIN-postPregnancy:1.000
Maternal Lab History: A/G-postPregnancy:-0.864
Maternal Lab History: GLOBULIN-otherPregnancy:0.326
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:-0.274
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:-0.274
Maternal Diagnosis:9ccs240:Burns-postPregnancy:-0.268
Maternal Lab History: A/G-otherPregnancy:-0.264
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.233
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.232
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.232
Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs120:Hemmorhoids:0.203
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:0.203
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:0.203
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.203
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.203
Diagnosis:9ccs153:GI hemorrhag:0.188
Maternal Lab History: HBV DNA-postPregnancy:0.168
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.164
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.161
Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs245:Syncope:0.341
Diagnosis:9ccs233:Intracrn inj:0.241
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.241
Newborn Diagnosis:9ccs59:Anemia:0.241
Diagnosis:9ccs118:Phlebitis:0.241
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.241
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.239
Maternal Procedure History:93005-postPregnancy:0.199
Diagnosis:9ccs48:Thyroid dsor:0.193
Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.435
Newborn Diagnosis:9ccs219:Low birth wt:0.413
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.195
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.195
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.195
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.195
Maternal Diagnosis:9ccs235:Opn wnd head:0.195
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.195
Newborn Diagnosis:9ccs256:Exam/eval:0.187
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.486
Correlated most with:
Newborn Diagnosis:9ccs217:Ot cong anom:1.000
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.137
Diagnosis:9ccs142:Appendicitis:0.137
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.137
Maternal Lab History: Immunoglobulin E-postPregnancy:0.124
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.119
Maternal Procedure History:93005-postPregnancy:0.115
Diagnosis:9ccs211:Ot conn tiss:0.107
Maternal Lab History: URINE SUGAR-postPregnancy:0.106
Lab:296169 RETICULOCYTE COUNT- LMC:0.100
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 1.375 [0.739 2.558] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:1.000
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.357
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.293
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.278
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.266
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.238
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.237
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.236
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.227
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.221
Maternal Procedure History:81025-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.517
Correlated most with:
Maternal Procedure History:81025-otherPregnancy:1.000
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.433
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.433
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.327
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.317
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.311
Maternal Diagnosis:9ccs240:Burns-postPregnancy:0.306
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.306
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.306
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.306
Maternal Diagnosis:9ccs159:UTI-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.621 [0.187 2.064] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.291
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.284
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.268
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.252
Maternal Procedure History:96372-otherPregnancy:0.233
Maternal Lab History: CREATININE-otherPregnancy:-0.232
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.225
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.212
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.212
Maternal Lab History: LDL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 2.065 [0.953 4.477] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: LDL-postPregnancy:1.000
Maternal Lab History: CHOLESTEROL-postPregnancy:0.699
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.330
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.305
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.296
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.278
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.264
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.238
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.211
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.205
Maternal Lab History: HDL CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.717 [0.280 1.836] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.663
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:0.417
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:0.417
Maternal Lab History: VLDL-postPregnancy:-0.383
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.364
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.244
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.203
Maternal Lab History: PH-postPregnancy:0.184
Maternal Procedure History:90471-postPregnancy:0.181
Maternal Procedure History:36415-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 133 | OR_unadj: 0.938 [0.323 2.726] | indivs AUC:0.479
Correlated most with:
Maternal Procedure History:36415-postPregnancy:1.000
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.401
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.401
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.401
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.401
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.356
Diagnosis:9ccs246:FUO:0.284
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.284
Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.284
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.284
Maternal Diagnosis:9ccs192:Umbil cord | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 0.818 [0.467 1.430] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs192:Umbil cord:1.000
Diagnosis:9ccs171:Menstrual dx:0.126
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.089
Diagnosis:9ccs120:Hemmorhoids:0.089
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.089
Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.089
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.089
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.089
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.089
Maternal Diagnosis:9ccs235:Opn wnd head:0.089
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.504
Correlated most with:
Newborn Diagnosis:9ccs94:Other ear dx:1.000
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.316
Newborn Diagnosis:9ccs0:No DX:-0.294
Maternal Diagnosis:9ccs215:gu cong anom-otherPregnancy:-0.149
Maternal Diagnosis:9ccs159:UTI:-0.132
Maternal Diagnosis:9ccs249:Shock:-0.131
Maternal Diagnosis:9ccs157:Ac renl fail:-0.131
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:-0.131
Diagnosis:9ccs87:Retinal dx:-0.131
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:-0.131
Maternal Lab History: HEMOGLOBIN A-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.468
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.262
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.256
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.254
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.203
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.200
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.197
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.194
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.189
Maternal Procedure History:90656-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Maternal Procedure History:90656-postPregnancy:1.000
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.358
Maternal Lab History: FOLATE-postPregnancy:-0.295
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.271
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:0.253
Maternal Procedure History:97035-postPregnancy:-0.253
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.253
Maternal Procedure History:97001-postPregnancy:0.233
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.207
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.207
Maternal Lab History: PH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.294 [0.039 2.204] | indivs AUC:0.480
Correlated most with:
Maternal Lab History: PH-postPregnancy:1.000
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.319
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.245
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.237
Maternal Procedure History:J1055-postPregnancy:-0.224
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.208
Maternal Lab History: VITAMIN B-12-postPregnancy:0.206
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.199
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.184
Maternal Procedure History:97140-postPregnancy:0.179
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 72 | OR_unadj: 1.380 [0.758 2.514] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:1.000
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.273
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.261
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.252
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.247
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.239
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.225
Maternal Lab History: CREATININE-postPregnancy:-0.223
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.221
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.207
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 1.192 [0.549 2.585] | indivs AUC:0.481
Correlated most with:
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:1.000
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.318
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.257
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.253
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.238
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.231
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.227
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.215
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.207
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.207
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 87 | OR_unadj: 0.347 [0.083 1.457] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.195
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.183
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.181
Maternal Lab History: URINE KETONES-postPregnancy:0.177
Maternal Diagnosis:9ccs142:Appendicitis-otherPregnancy:0.176
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.176
Diagnosis:9ccs199:Ulcer skin:0.176
Newborn Diagnosis:9ccs197:Skin infectn:0.176
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.175
* Maternal Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 8.673 [3.977 18.915] | indivs AUC:0.528
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000
Maternal Diagnosis:9ccs95:Oth nerv dx:0.219
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.191
Maternal Diagnosis:9ccs181:Ot preg comp:0.180
Maternal Diagnosis:9ccs183:HTN in preg:0.172
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.154
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.153
Maternal Diagnosis:9ccs98:HTN:0.151
Lab:323825 STREP SCREEN THROAT - Sunrise:0.150
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.148
Maternal Lab History: BETA HCG FREE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 0.178 [0.024 1.313] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: BETA HCG FREE-otherPregnancy:1.000
Maternal Lab History: hCG MoM-otherPregnancy:0.789
Maternal Lab History: WEIGHT-otherPregnancy:-0.365
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.334
Maternal Diagnosis:9ccs236:Opn wnd extr-postPregnancy:0.330
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.316
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.309
Maternal Lab History: BETA HCG FREE-postPregnancy:0.305
Maternal Lab History: hCG MoM-postPregnancy:0.240
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.231
Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs61:Sickle cell:0.111
Maternal Diagnosis:9ccs53:Hyperlipidem:0.101
Diagnosis:9ccs96:Hrt valve dx:0.096
Diagnosis:9ccs242:Poisn ot med:0.093
Maternal Diagnosis:9ccs102:Chest pain:0.091
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.091
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.091
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.091
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.091
Maternal Diagnosis:9ccs60:Acut p-h anm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.074 [0.366 3.155] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs60:Acut p-h anm:1.000
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.199
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.196
Maternal Diagnosis:9ccs181:Ot preg comp:0.182
Maternal Lab History: FOLATE-postPregnancy:-0.160
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.158
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.142
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.142
Maternal Diagnosis:9ccs130:Pleurisy:0.138
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.138
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.736 [0.845 3.567] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:1.000
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.339
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.282
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.275
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.229
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.224
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.224
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.221
Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.213
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.208
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Diagnosis:9ccs105:Conduction:0.178
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.143
Maternal Lab History: TP VOLUME-otherPregnancy:0.135
Maternal Lab History: 3 HOUR-postPregnancy:0.132
Maternal Procedure History:93005-otherPregnancy:-0.128
Maternal Lab History: PATIENT-postPregnancy:0.128
Maternal Lab History: APTT-postPregnancy:0.128
Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.128
Lab:323700 CULTURE THROAT W SENS - Sunrise:0.128
Maternal Procedure History:90663-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.505
Correlated most with:
Maternal Procedure History:90663-postPregnancy:1.000
Maternal Procedure History:90470-postPregnancy:0.992
Maternal Diagnosis:10ccs657-postPregnancy:0.958
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.553
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.436
Maternal Lab History: ALT-postPregnancy:0.348
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.339
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.320
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.320
Maternal Lab History: LIPASE-postPregnancy:-0.294
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy:0.222
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.222
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.222
Maternal Diagnosis:9ccs235:Opn wnd head:0.222
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.222
Diagnosis:9ccs118:Phlebitis:0.222
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.189
Diagnosis:9ccs204:Ot joint dx:0.163
Maternal Procedure History:97035-postPregnancy:0.159
Maternal Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 1.360 [0.552 3.350] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs188:Pelvic obstr:1.000
Diagnosis:9ccs188:Pelvic obstr:0.252
Maternal Diagnosis:9ccs136:Teeth dx-otherPregnancy:0.204
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.178
Diagnosis:9ccs199:Ulcer skin:0.178
Newborn Diagnosis:9ccs176:Contraceptiv:0.178
Diagnosis:9ccs145:Int obstruct:0.178
Maternal Procedure History:36416-postPregnancy:0.165
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.156
Newborn Diagnosis:9ccs223:Birth trauma:0.153
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 2.591 [0.893 7.522] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:1.000
Maternal Lab History: RUBELLA-otherPregnancy:0.205
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.192
Maternal Lab History: PT-otherPregnancy:0.181
Maternal Lab History: PTT-otherPregnancy:0.173
Maternal Lab History: COLONY COUNT-otherPregnancy:0.171
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.171
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.166
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.153
Maternal Procedure History:86580-otherPregnancy:0.144
Maternal Lab History: AST (SGOT)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.472
Correlated most with:
Maternal Lab History: AST (SGOT)-postPregnancy:1.000
Maternal Lab History: VLDL-postPregnancy:0.302
Maternal Lab History: ALT-postPregnancy:0.245
Maternal Lab History: GAMMA GT-postPregnancy:0.227
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.220
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.220
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.217
Maternal Lab History: GLUCOSE-postPregnancy:0.212
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.208
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.197
Maternal Lab History: A/G-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 0.522 [0.159 1.719] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: A/G-postPregnancy:1.000
Maternal Lab History: GLOBULIN-postPregnancy:-0.864
Maternal Lab History: A/G-otherPregnancy:0.324
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:0.286
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:0.286
Maternal Lab History: GLOBULIN-otherPregnancy:-0.258
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.256
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.252
Maternal Lab History: ALBUMIN-postPregnancy:0.235
Maternal Lab History: URIC ACID-otherPregnancy:-0.234
Maternal Diagnosis:9ccs159:UTI-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.756 [0.357 1.602] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs159:UTI-postPregnancy:1.000
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.302
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.264
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.258
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.236
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.232
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.230
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.225
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.217
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.212
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 38 | OR_unadj: 0.851 [0.329 2.200] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.310
Maternal Lab History: CREATININE-otherPregnancy:-0.307
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.303
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.301
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.273
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.252
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.227
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.227
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.225
Maternal Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.843 [0.249 2.858] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs106:Dysrhythmia:1.000
Maternal Diagnosis:9ccs122:Pneumonia:0.207
Maternal Diagnosis:10ccs251:Abdomnl pain-otherPregnancy:0.207
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.207
Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.181
Maternal Lab History: APF MoM-otherPregnancy:0.154
Maternal Lab History: INHMOM-otherPregnancy:0.152
Maternal Procedure History:93005-otherPregnancy:0.148
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.147
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.145
Maternal Lab History: ANION GAP-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 82 | OR_unadj: 1.075 [0.499 2.318] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: ANION GAP-postPregnancy:1.000
Maternal Lab History: ANION GAP-otherPregnancy:0.357
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.220
Maternal Lab History: T-3(Total)-postPregnancy:0.208
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.191
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.187
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.185
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.185
Maternal Procedure History:86580-postPregnancy:0.172
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.171
Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs167:Breast dx:1.000
Diagnosis:10ccs238:Complic proc:0.266
Diagnosis:9ccs2604:E Codes: Fire/burn:0.266
Maternal Lab History: AMYLASE-otherPregnancy:-0.188
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.187
Maternal Lab History: LIPASE-otherPregnancy:-0.158
Maternal Lab History: HCG-postPregnancy:0.127
Maternal Lab History: VARICELLA IGM-postPregnancy:0.110
Maternal Lab History: Varicella IgG-postPregnancy:-0.108
Maternal Diagnosis:9ccs163:Other GU dx:0.104
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 1.256 [0.421 3.741] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:1.000
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.300
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.300
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.242
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.236
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.235
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.223
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.216
Diagnosis:9ccs252:Fatigue:0.212
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.212
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 0.681 [0.266 1.739] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:1.000
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.277
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.264
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.259
Maternal Lab History: ALT-postPregnancy:0.241
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.240
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.216
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.210
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.208
Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.206
Maternal Diagnosis:9ccs168:PID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 0.571 [0.202 1.612] | indivs AUC:0.484
Correlated most with:
Maternal Diagnosis:9ccs168:PID-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.309
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.302
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.296
Maternal Lab History: CREATININE-otherPregnancy:-0.285
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.233
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.229
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.213
Maternal Procedure History:99000-otherPregnancy:-0.213
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.195
Maternal Lab History: VLDL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 2.139 [0.829 5.519] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: VLDL-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.763
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.512
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.404
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.404
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.383
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.336
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.322
Maternal Lab History: AST (SGOT)-postPregnancy:0.302
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.290
Maternal Lab History: UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 1.280 [0.557 2.938] | indivs AUC:0.514
Correlated most with:
Maternal Lab History: UREA NITROGEN-postPregnancy:1.000
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.343
Maternal Procedure History:J1055-postPregnancy:0.319
Maternal Procedure History:90772-postPregnancy:0.253
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.230
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.217
Maternal Lab History: PH-postPregnancy:-0.208
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.203
Maternal Lab History: A/G-postPregnancy:0.197
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.190
Maternal Procedure History:90472-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Maternal Procedure History:90472-postPregnancy:1.000
Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:0.565
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.296
Maternal Procedure History:90649-postPregnancy:0.233
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.195
Maternal Lab History: GLUCOSE-postPregnancy:-0.187
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.169
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.146
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.144
Maternal Lab History: CHLORIDE-postPregnancy:-0.140
Maternal Lab History: LDH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 104 | OR_unadj: 0.965 [0.402 2.318] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: LDH-postPregnancy:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.403
Maternal Lab History: Alk Phos-postPregnancy:0.396
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.382
Maternal Lab History: AST-postPregnancy:0.300
Maternal Lab History: ALBUMIN-postPregnancy:-0.272
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.270
Maternal Lab History: CALCIUM-postPregnancy:-0.266
Maternal Lab History: MAGNESIUM-postPregnancy:0.244
Maternal Diagnosis:9ccs67:Subst-r mntl:0.243
Maternal Lab History: URINE PROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 63 | OR_unadj: 1.888 [0.508 7.022] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: URINE PROTEIN-postPregnancy:1.000
Diagnosis:9ccs199:Ulcer skin:0.370
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.331
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.289
Maternal Lab History: APTT-postPregnancy:0.261
Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.261
Maternal Lab History: PATIENT-postPregnancy:0.261
Maternal Lab History: 3 HOUR-postPregnancy:0.257
Maternal Lab History: URINE KETONES-postPregnancy:0.206
Maternal Lab History: GAMMA GT-postPregnancy:0.193
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.199
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.199
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.199
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.199
Maternal Diagnosis:9ccs2603:E Codes: Fall-otherPregnancy:0.199
Diagnosis:9ccs254:Rehab:0.199
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.199
Maternal Procedure History:99211-otherPregnancy:0.164
Maternal Diagnosis:9ccs59:Anemia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.863 [0.362 2.061] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:1.000
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.315
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.282
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.239
Maternal Lab History: CREATININE-postPregnancy:-0.214
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.194
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.193
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.190
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.185
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.182
Maternal Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.418 [0.574 3.504] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs259:Unclassified:1.000
Maternal Diagnosis:9ccs44:Neoplsm unsp:0.181
Maternal Diagnosis:9ccs4:Mycoses:0.181
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.181
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.181
Maternal Diagnosis:9ccs121:Oth vein dx:0.181
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.163
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.160
Maternal Lab History: RETIC HGB-postPregnancy:-0.145
Maternal Diagnosis:9ccs168:PID:0.139
Maternal Lab History: URINE KETONES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: nan [ nan nan] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: URINE KETONES-postPregnancy:1.000
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.373
Maternal Lab History: URINE KETONES-otherPregnancy:0.368
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.292
Maternal Lab History: PTT-otherPregnancy:0.232
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.216
Maternal Lab History: URINE PROTEIN-postPregnancy:0.206
Maternal Lab History: INR-otherPregnancy:0.180
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.177
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.173
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 1.152 [0.625 2.123] | indivs AUC:0.514
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.447
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.422
Maternal Lab History: CREATININE-otherPregnancy:-0.421
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.410
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.374
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.329
Maternal Procedure History:99000-otherPregnancy:-0.305
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.273
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.266
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:1.000
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.354
Maternal Lab History: T-3(Total)-otherPregnancy:0.354
Maternal Lab History: NT MoM-otherPregnancy:-0.353
Newborn Diagnosis:9ccs220:Birth asphyx:0.353
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.327
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.314
Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.291
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.287
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.287
Maternal Procedure History:S9470-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: nan [ nan nan] | indivs AUC:0.506
Correlated most with:
Maternal Procedure History:S9470-otherPregnancy:1.000
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.316
Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.276
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.253
Maternal Lab History: AST (SGOT)-otherPregnancy:0.239
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.234
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.177
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.168
Maternal Lab History: ANION GAP-postPregnancy:0.165
Maternal Lab History: 2 HOUR-otherPregnancy:-0.162
Maternal Lab History: INHMOM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.331 [0.444 3.987] | indivs AUC:0.536
Correlated most with:
Maternal Lab History: INHMOM-postPregnancy:1.000
Maternal Lab History: APF MoM-postPregnancy:0.367
Maternal Lab History: HCG-postPregnancy:0.271
Maternal Lab History: hCG MoM-postPregnancy:0.268
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.261
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.231
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.224
Maternal Lab History: PAPP-A-postPregnancy:0.217
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.209
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.201
* Maternal Lab History: GLUCOSE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 3.090 [1.221 7.822] | indivs AUC:0.526
Correlated most with:
Maternal Lab History: GLUCOSE-postPregnancy:1.000
Maternal Procedure History:97014-postPregnancy:0.376
Maternal Procedure History:97110-postPregnancy:0.240
Maternal Diagnosis:10ccs171:Menstrual dx-otherPregnancy:0.218
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.218
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.216
Maternal Lab History: AST (SGOT)-postPregnancy:0.212
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.211
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.208
Maternal Lab History: PROGESTERONE-otherPregnancy:0.196
Maternal Lab History: BUN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 1.588 [0.846 2.979] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: BUN-postPregnancy:1.000
Maternal Lab History: SODIUM-postPregnancy:0.311
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.258
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.258
Maternal Diagnosis:10ccs135:Intest infct-postPregnancy:0.258
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.239
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.229
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.201
Maternal Lab History: BUN-otherPregnancy:0.200
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.183
Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs212:Ot bone dx:1.000
Diagnosis:9ccs210:SLE:0.288
Diagnosis:9ccs254:Rehab:0.288
Diagnosis:9ccs52:Nutrit defic:0.141
Diagnosis:9ccs62:Coag/hemr dx:0.125
Diagnosis:9ccs209:Ot acq defor:0.095
Diagnosis:9ccs89:Blindness:0.090
Diagnosis:9ccs51:Ot endo dsor:0.077
Newborn Diagnosis:9ccs96:Hrt valve dx:0.070
Maternal Diagnosis:9ccs176:Contraceptiv:0.067
Maternal Lab History: INR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: INR-postPregnancy:1.000
Maternal Lab History: PT-postPregnancy:0.659
Maternal Lab History: PO2-postPregnancy:-0.351
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.334
Maternal Lab History: 3 HOUR-postPregnancy:0.321
Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.310
Maternal Lab History: BICARBONATE-postPregnancy:0.295
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.273
Maternal Lab History: O2 SATURATION-postPregnancy:-0.269
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.268
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccs16:Liver/ibd ca:0.260
Diagnosis:9ccs87:Retinal dx:0.227
Newborn Diagnosis:9ccs216:Nerv cong an:0.184
Maternal Diagnosis:9ccs105:Conduction-postPregnancy:-0.134
Maternal Lab History: PT-postPregnancy:0.129
Maternal Lab History: AMYLASE-postPregnancy:-0.120
Newborn Diagnosis:9ccs0:No DX:0.119
Newborn Diagnosis:9ccs95:Oth nerv dx:0.116
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.111
Maternal Lab History: INR-postPregnancy:0.104
Maternal Diagnosis:9ccs205:Back problem-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 1.384 [0.660 2.903] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:1.000
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.387
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.357
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.302
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.288
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.262
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.252
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.240
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.235
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.224
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.706 [0.679 4.291] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:1.000
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.409
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.387
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.335
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.223
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.223
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.223
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.221
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.217
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.216
Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:0.196
Maternal Diagnosis:9ccs49:DiabMel no c:0.121
Maternal Diagnosis:9ccs215:gu cong anom:0.115
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.108
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.106
Maternal Lab History: RUBELLA-postPregnancy:-0.103
Diagnosis:9ccs214:GI cong anom:0.093
Diagnosis:9ccs4:Mycoses:0.087
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.082
Diagnosis:9ccs233:Intracrn inj:-0.079
Maternal Diagnosis:9ccs182:Hemorr preg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.279 [0.037 2.087] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs182:Hemorr preg:1.000
Maternal Diagnosis:9ccs184:Early labor:0.152
Newborn Diagnosis:9ccs219:Low birth wt:0.151
Diagnosis:9ccs63:Wht blood dx:0.148
Maternal Lab History: PTT-otherPregnancy:0.138
Newborn Diagnosis:9ccs256:Exam/eval:0.126
Maternal Diagnosis:9ccs175:Ot femal gen:0.104
Maternal Diagnosis:9ccs117:Ot circul dx:0.104
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.104
Maternal Lab History: URINE KETONES-otherPregnancy:0.103
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.294 [0.039 2.204] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:1.000
Maternal Procedure History:S9470-postPregnancy:0.351
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.263
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.232
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.188
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.174
Maternal Lab History: MONOCYTE-postPregnancy:0.173
Maternal Lab History: MONOCYTE-otherPregnancy:0.173
Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.172
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.162
Maternal Procedure History:99401-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 110 | OR_unadj: 0.701 [0.209 2.344] | indivs AUC:0.526
Correlated most with:
Maternal Procedure History:99401-postPregnancy:1.000
Maternal Procedure History:86703-postPregnancy:0.481
Maternal Procedure History:99401-otherPregnancy:0.398
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.347
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.345
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.345
Maternal Procedure History:81000-postPregnancy:0.255
Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.244
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.244
Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.244
Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.525
Newborn Diagnosis:9ccs213:Cardiac anom:0.330
Diagnosis:9ccs117:Ot circul dx:0.310
Newborn Diagnosis:9ccs96:Hrt valve dx:0.280
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.189
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.134
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.134
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.134
Newborn Diagnosis:9ccs134:Ot uppr resp:0.134
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.273 [0.707 7.304] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:1.000
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.266
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.266
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.266
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.266
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.266
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.266
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.235
Maternal Lab History: T-3(Total)-postPregnancy:-0.231
Maternal Procedure History:99211-otherPregnancy:0.219
Maternal Lab History: APF MoM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.415 [0.469 4.266] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: APF MoM-postPregnancy:1.000
Maternal Lab History: OXACILLIN-postPregnancy:0.410
Maternal Lab History: INHMOM-postPregnancy:0.367
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.286
Maternal Lab History: ESTRIOL-postPregnancy:0.230
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.186
Maternal Lab History: PAPP-A MoM-postPregnancy:0.180
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.165
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.163
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.157
Maternal Lab History: PAPP-A-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.177 [0.445 3.114] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: PAPP-A-postPregnancy:1.000
Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.296
Maternal Lab History: INHMOM-otherPregnancy:0.284
Maternal Lab History: PAPP-A-otherPregnancy:0.272
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.271
Maternal Lab History: NT MoM-postPregnancy:-0.266
Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.244
Maternal Procedure History:93005-otherPregnancy:0.243
Maternal Lab History: APF MoM-otherPregnancy:0.237
Maternal Lab History: INHMOM-postPregnancy:0.217
Maternal Lab History: AST (SGOT)-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: AST (SGOT)-otherPregnancy:1.000
Maternal Lab History: GLOBULIN-otherPregnancy:0.685
Maternal Lab History: A/G-otherPregnancy:-0.595
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.503
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.401
Maternal Lab History: 2 HOUR-otherPregnancy:-0.246
Maternal Procedure History:S9470-otherPregnancy:0.239
Maternal Lab History: URIC ACID-otherPregnancy:0.235
Maternal Procedure History:86703-otherPregnancy:0.224
Maternal Procedure History:86703-postPregnancy:0.221
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Maternal Diagnosis:9ccs9:Sexual Infxs:0.186
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.163
Newborn Diagnosis:9ccs47:Ot bnign neo:0.163
Diagnosis:9ccs252:Fatigue:0.163
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.159
Diagnosis:9ccs217:Ot cong anom:0.154
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.143
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.115
Diagnosis:9ccs123:Influenza:0.115
Maternal Lab History: ANION GAP-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.416 [0.128 1.354] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: ANION GAP-otherPregnancy:1.000
Maternal Lab History: ANION GAP-postPregnancy:0.357
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.253
Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.189
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.177
Maternal Lab History: SODIUM-otherPregnancy:0.173
Newborn Diagnosis:9ccs197:Skin infectn:0.173
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.172
Maternal Lab History: INHMOM-otherPregnancy:0.171
Maternal Procedure History:S9470-otherPregnancy:0.157
Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs238:Complic proc:1.000
Diagnosis:9ccs87:Retinal dx:0.447
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.447
Maternal Diagnosis:10ccs171:Menstrual dx-otherPregnancy:0.447
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.447
Newborn Diagnosis:9ccs59:Anemia:0.447
Lab:296169 RETICULOCYTE COUNT- LMC:-0.317
Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.315
Maternal Diagnosis:10ccs49:DiabMel no c-postPregnancy:0.315
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.257
Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs51:Ot endo dsor:1.000
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.288
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:0.288
Maternal Diagnosis:9ccs113:Late eff CVD-otherPregnancy:0.288
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.262
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.204
Maternal Diagnosis:9ccs120:Hemmorhoids:0.202
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.202
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.172
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.141
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.241
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.241
Maternal Diagnosis:9ccs121:Oth vein dx:0.241
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.241
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.192
Diagnosis:9ccs154:Gastroent:0.188
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.172
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.172
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 1.360 [0.552 3.350] | indivs AUC:0.521
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.405
Maternal Lab History: CREATININE-otherPregnancy:-0.301
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.266
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.262
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.254
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.238
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.236
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.236
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.226
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 2.139 [0.829 5.519] | indivs AUC:0.530
Correlated most with:
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:1.000
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.334
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy:-0.205
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:-0.205
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:-0.205
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.174
Maternal Lab History: MONOCYTE-postPregnancy:-0.168
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.167
Maternal Lab History: OXACILLIN-postPregnancy:0.167
Maternal Lab History: VITAMIN B-12-postPregnancy:0.166
Maternal Lab History: HEMOGLOBIN F-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.468
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.230
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.204
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.195
Diagnosis:10ccs58:Ot nutrit dx:0.184
Diagnosis:9ccs154:Gastroent:0.164
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.153
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.151
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.140
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.128 [0.324 3.925] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:1.000
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.409
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.309
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.288
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.235
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:0.235
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.235
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.235
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.235
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.231
Maternal Lab History: PTT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 2.065 [0.652 6.536] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: PTT-postPregnancy:1.000
Maternal Lab History: BICARBONATE-postPregnancy:0.319
Maternal Lab History: MAGNESIUM-postPregnancy:-0.288
Maternal Procedure History:97140-postPregnancy:-0.275
Maternal Lab History: CALCIUM-postPregnancy:0.271
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.265
Maternal Lab History: O2 SATURATION-postPregnancy:-0.265
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.254
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.241
Maternal Lab History: LDH-postPregnancy:-0.238
Maternal Lab History: PAPP-A MoM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.418 [0.574 3.504] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: PAPP-A MoM-postPregnancy:1.000
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.419
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.329
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.255
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.243
Maternal Lab History: eGFR-otherPregnancy:-0.222
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.209
Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.209
Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.209
Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.209
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.400
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.241
Diagnosis:9ccs159:UTI:0.240
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.192
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.172
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.172
Newborn Diagnosis:9ccs214:GI cong anom:0.169
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.139
Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs147:Anal/rectal:1.000
Diagnosis:9ccs228:Fx skull fac:0.249
Diagnosis:9ccs2619:e codes: other specified- nec:0.249
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.249
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.178
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.174
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.174
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.174
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.155
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.151
Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Maternal Diagnosis:9ccs235:Opn wnd head:0.249
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.249
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.249
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.247
Newborn Diagnosis:9ccs215:gu cong anom:0.245
Maternal Diagnosis:9ccs239:Superfic inj:0.174
Maternal Diagnosis:9ccs46:Bnign ut neo:0.171
Newborn Diagnosis:9ccs253:Allergy:0.152
Maternal Diagnosis:9ccs89:Blindness:0.141
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.446 [0.105 1.896] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:1.000
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.507
Maternal Lab History: APF MoM-postPregnancy:0.286
Maternal Lab History: INHMOM-postPregnancy:0.224
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.223
Maternal Lab History: TSH-postPregnancy:-0.185
Maternal Lab History: OXACILLIN-postPregnancy:0.175
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:-0.166
Maternal Lab History: RETIC HGB-postPregnancy:0.164
Maternal Lab History: ESTRIOL-postPregnancy:0.156
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:1.000
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.399
Newborn Diagnosis:9ccs176:Contraceptiv:0.266
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.266
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.266
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.251
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.226
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.217
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.211
Maternal Lab History: ESTRADIOL-postPregnancy:0.190
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.497
Correlated most with:
Newborn Diagnosis:9ccs215:gu cong anom:1.000
Diagnosis:9ccs161:Ot dx kidney:0.400
Diagnosis:9ccs215:gu cong anom:0.245
Newborn Diagnosis:9ccs214:GI cong anom:0.234
Maternal Diagnosis:9ccs161:Ot dx kidney:0.164
Maternal Diagnosis:9ccs117:Ot circul dx:0.164
Maternal Diagnosis:9ccs215:gu cong anom:0.164
Diagnosis:9ccs2:Septicemia:0.132
Newborn Diagnosis:9ccs200:Oth skin dx:0.122
Maternal Diagnosis:9ccs46:Bnign ut neo:0.113
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Diagnosis:9ccs228:Fx skull fac:0.178
Diagnosis:9ccs2619:e codes: other specified- nec:0.178
Maternal Lab History: GFR in African American-postPregnancy:-0.152
Maternal Lab History: GFR Calculation-postPregnancy:-0.152
Maternal Procedure History:97803-otherPregnancy:0.148
Diagnosis:9ccs136:Teeth dx:0.143
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.142
Maternal Procedure History:97035-postPregnancy:0.128
Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.128
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.315
Maternal Diagnosis:9ccs95:Oth nerv dx:0.180
Maternal Diagnosis:9ccs89:Blindness-otherPregnancy:0.180
Maternal Diagnosis:9ccs215:gu cong anom:0.155
Maternal Diagnosis:9ccs117:Ot circul dx:0.155
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.125
Diagnosis:9ccs250:Nausea/vomit:0.120
Newborn Diagnosis:9ccs215:gu cong anom:0.100
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.090
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.498
Correlated most with:
Diagnosis:10ccs238:Complic proc:-0.361
Diagnosis:9ccs2604:E Codes: Fire/burn:-0.361
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.156
Diagnosis:9ccs204:Ot joint dx:-0.137
Diagnosis:9ccs242:Poisn ot med:-0.137
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.128
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.111
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.102
Diagnosis:9ccs251:Abdomnl pain:-0.100
Diagnosis:9ccs167:Breast dx:-0.097
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.802 [0.238 2.710] | indivs AUC:0.486
Correlated most with:
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:1.000
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.318
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.264
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.254
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.253
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:0.233
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.228
Maternal Lab History: CREATININE-otherPregnancy:-0.211
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.203
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.203
Maternal Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs83:Epilepsy/cnv:1.000
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.447
Maternal Diagnosis:9ccs235:Opn wnd head:0.447
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.447
Maternal Lab History: PO2-postPregnancy:0.408
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.317
Maternal Diagnosis:9ccs239:Superfic inj:0.315
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.268
Maternal Lab History: O2 SATURATION-postPregnancy:0.262
Maternal Diagnosis:9ccs200:Oth skin dx:0.257
Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:294495 LEAD, BLOOD - LMC:1.000
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.328
Maternal Diagnosis:9ccs84:Headache/mig:0.289
Maternal Diagnosis:9ccs255:Social admin:-0.204
Lab:294203 BILIRUBIN TOTAL - LMC:-0.100
Diagnosis:9ccs243:Poisn nonmed:-0.092
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.091
Maternal Diagnosis:9ccs187:Malposition:0.088
Lab:295669 BILIRUBIN DIRECT - LMC:-0.087
Diagnosis:9ccs140:Gastritis:-0.077
Maternal Lab History: GLUCOSE POCT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GLUCOSE POCT-postPregnancy:1.000
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.904
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.639
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.440
Maternal Lab History: INR-otherPregnancy:0.412
Maternal Lab History: LDH-postPregnancy:0.403
Maternal Lab History: PTT-otherPregnancy:0.346
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.306
Maternal Lab History: A/G-otherPregnancy:0.279
Diagnosis:9ccs51:Ot endo dsor:0.262
Maternal Lab History: NT MoM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 60 | OR_unadj: 0.701 [0.209 2.344] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: NT MoM-postPregnancy:1.000
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.881
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.447
Maternal Lab History: PAPP-A-postPregnancy:-0.266
Maternal Procedure History:97803-otherPregnancy:-0.193
Diagnosis:9ccs252:Fatigue:-0.174
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.171
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.155
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.148
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.139
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:1.000
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.328
Maternal Lab History: GLUCOSE POCT-otherPregnancy:-0.241
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.225
Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:0.217
Maternal Lab History: APF MoM-otherPregnancy:-0.204
Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:-0.198
Maternal Procedure History:93005-otherPregnancy:-0.198
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.191
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:-0.191
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:1.000
Maternal Diagnosis:9ccs46:Bnign ut neo-otherPregnancy:0.353
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.353
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.353
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.314
Maternal Procedure History:99211-otherPregnancy:0.289
Maternal Lab History: VLDL-postPregnancy:0.286
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.259
Maternal Lab History: 2 HOUR-postPregnancy:0.254
Maternal Lab History: TSH-otherPregnancy:0.251
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 0.310 [0.041 2.334] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:1.000
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.457
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.343
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.339
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.271
Maternal Diagnosis:10ccs159:UTI-postPregnancy:0.228
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.228
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.228
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.226
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.202
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.698 [0.464 6.213] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:1.000
Maternal Diagnosis:10ccs171:Menstrual dx-otherPregnancy:0.276
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.276
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.276
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.276
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:0.276
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.276
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.276
Maternal Diagnosis:10ccs657-postPregnancy:0.276
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.273
Maternal Procedure History:86703-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.514
Correlated most with:
Maternal Procedure History:86703-postPregnancy:1.000
Maternal Procedure History:99401-postPregnancy:0.481
Maternal Procedure History:86703-otherPregnancy:0.446
Maternal Lab History: A/G-otherPregnancy:-0.305
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.295
Maternal Lab History: GLOBULIN-otherPregnancy:0.270
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.266
Maternal Lab History: FERRITIN-otherPregnancy:0.263
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.254
Maternal Lab History: URIC ACID-otherPregnancy:0.231
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:1.000
Maternal Lab History: NT MoM-postPregnancy:0.881
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.507
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.286
Maternal Lab History: APF MoM-postPregnancy:0.186
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.182
Maternal Lab History: PAPP-A-postPregnancy:-0.181
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:-0.147
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.147
Maternal Lab History: URINE CULTURE-postPregnancy:0.139
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs121:Oth vein dx-otherPregnancy:0.353
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.273
Maternal Lab History: eGFR-otherPregnancy:-0.266
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.248
Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.248
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.248
Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.248
Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.248
Maternal Procedure History:90658-postPregnancy:0.231
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:1.000
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.447
Maternal Procedure History:93005-postPregnancy:0.366
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.315
Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.315
Diagnosis:9ccs245:Syncope:0.315
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.257
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.257
Maternal Procedure History:87880-postPregnancy:0.231
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.222
Maternal Lab History: FASTING-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 40 | OR_unadj: 1.128 [0.324 3.925] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:1.000
Maternal Lab History: FASTING-postPregnancy:0.432
Maternal Lab History: LH-postPregnancy:-0.381
Maternal Lab History: 1 HOUR-otherPregnancy:0.378
Maternal Lab History: GLOBULIN-otherPregnancy:0.261
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:0.225
Maternal Lab History: 1/2 HOUR-postPregnancy:0.223
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.222
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.215
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.194
Vital : 0.905750932518
Number of Visits : 0.011429888154
MatDeliveryAge : 0.00598453808255
Maternal Diagnosis : 0.0146619951682
Census : 0.0422719625831
Diagnosis : 0.00617431833956
Maternal Lab History : 0.0112746950964
Newborn Diagnosis : 0.00191540291727
Maternal Procedure History : 0.000479133324864
Lab : 5.71338157035e-05
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_index_no_min_full
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_results_no_min_full
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_models_no_min_full.pkl
-----------------------------------------------------
girls no_min full gradientboost
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.875, R^2 test: 0.248
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.904, R^2 test: 0.245
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.907, R^2 test: 0.237
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.965, Explained Variance Score Train: 0.857
AUC Validation: 0.748, Explained Variance Score Validation: 0.220
AUC Test: 0.776, Explained Variance Score Test: 0.264
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.728, R^2 test: 0.208
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.898, R^2 test: 0.217
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.898, R^2 test: 0.220
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.990, Explained Variance Score Train: 0.723
AUC Validation: 0.766, Explained Variance Score Validation: 0.175
AUC Test: 0.777, Explained Variance Score Test: 0.235
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.887, R^2 test: 0.240
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.931, R^2 test: 0.229
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.935, R^2 test: 0.230
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.974, Explained Variance Score Train: 0.893
AUC Validation: 0.707, Explained Variance Score Validation: 0.204
AUC Test: 0.781, Explained Variance Score Test: 0.250
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.749, R^2 test: 0.213
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: 0.235
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.211
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.989, Explained Variance Score Train: 0.838
AUC Validation: 0.820, Explained Variance Score Validation: 0.246
AUC Test: 0.760, Explained Variance Score Test: 0.251
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.216
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.225
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.886, R^2 test: 0.217
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.981, Explained Variance Score Train: 0.932
AUC Validation: 0.794, Explained Variance Score Validation: 0.138
AUC Test: 0.749, Explained Variance Score Test: 0.228
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.957, R^2 test: 0.233
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.946, R^2 test: 0.223
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.947, R^2 test: 0.212
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.998, Explained Variance Score Train: 0.943
AUC Validation: 0.880, Explained Variance Score Validation: 0.227
AUC Test: 0.782, Explained Variance Score Test: 0.267
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: 0.211
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.231
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.945, R^2 test: 0.208
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.985, Explained Variance Score Train: 0.846
AUC Validation: 0.733, Explained Variance Score Validation: 0.320
AUC Test: 0.786, Explained Variance Score Test: 0.256
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.252
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.895, R^2 test: 0.282
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.940, R^2 test: 0.277
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.973, Explained Variance Score Train: 0.932
AUC Validation: 0.728, Explained Variance Score Validation: 0.166
AUC Test: 0.784, Explained Variance Score Test: 0.266
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.714, R^2 test: 0.231
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.204
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.878, R^2 test: 0.248
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.987, Explained Variance Score Train: 0.858
AUC Validation: 0.697, Explained Variance Score Validation: 0.259
AUC Test: 0.789, Explained Variance Score Test: 0.297
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.245
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.889, R^2 test: 0.242
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: 0.253
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.978, Explained Variance Score Train: 0.849
AUC Validation: 0.878, Explained Variance Score Validation: 0.304
AUC Test: 0.762, Explained Variance Score Test: 0.232
total variables 19171 and total subjects: 1698
->AUC validation: 0.775 95% CI: [0.736 , 0.814]
->AUC test: 0.775 95% CI: [0.767 , 0.783]
->Explained Variance (R2) validation: 0.226 95% CI: [0.191 , 0.260]
->Explained Variance (R2) test: 0.254 95% CI: [0.242 , 0.266]
Test set metrics:
@threshold:2.979, sens:0.000, spec:1.000, ppv:0.000, acc:0.841, f1:0.000, total+:0, total-:339
@threshold:1.979, sens:0.000, spec:1.000, ppv:0.000, acc:0.841, f1:0.000, total+:0, total-:339
@threshold:1.633, sens:0.037, spec:0.996, ppv:0.667, acc:0.844, f1:0.070, total+:3, total-:336
@threshold:1.328, sens:0.056, spec:0.986, ppv:0.429, acc:0.838, f1:0.098, total+:7, total-:332
@threshold:1.228, sens:0.074, spec:0.982, ppv:0.444, acc:0.838, f1:0.127, total+:9, total-:330
@threshold:1.161, sens:0.093, spec:0.982, ppv:0.500, acc:0.841, f1:0.156, total+:10, total-:329
@threshold:1.159, sens:0.093, spec:0.979, ppv:0.455, acc:0.838, f1:0.154, total+:11, total-:328
@threshold:1.139, sens:0.111, spec:0.979, ppv:0.500, acc:0.841, f1:0.182, total+:12, total-:327
@threshold:1.100, sens:0.111, spec:0.975, ppv:0.462, acc:0.838, f1:0.179, total+:13, total-:326
@threshold:1.013, sens:0.130, spec:0.968, ppv:0.438, acc:0.835, f1:0.200, total+:16, total-:323
@threshold:0.995, sens:0.148, spec:0.965, ppv:0.444, acc:0.835, f1:0.222, total+:18, total-:321
@threshold:0.945, sens:0.167, spec:0.961, ppv:0.450, acc:0.835, f1:0.243, total+:20, total-:319
@threshold:0.675, sens:0.296, spec:0.958, ppv:0.571, acc:0.853, f1:0.390, total+:28, total-:311
@threshold:0.600, sens:0.315, spec:0.944, ppv:0.515, acc:0.844, f1:0.391, total+:33, total-:306
@threshold:0.591, sens:0.315, spec:0.940, ppv:0.500, acc:0.841, f1:0.386, total+:34, total-:305
@threshold:0.542, sens:0.333, spec:0.937, ppv:0.500, acc:0.841, f1:0.400, total+:36, total-:303
@threshold:0.518, sens:0.333, spec:0.933, ppv:0.486, acc:0.838, f1:0.396, total+:37, total-:302
@threshold:0.470, sens:0.352, spec:0.930, ppv:0.487, acc:0.838, f1:0.409, total+:39, total-:300
@threshold:0.440, sens:0.352, spec:0.926, ppv:0.475, acc:0.835, f1:0.404, total+:40, total-:299
@threshold:0.404, sens:0.370, spec:0.909, ppv:0.435, acc:0.823, f1:0.400, total+:46, total-:293
@threshold:0.396, sens:0.370, spec:0.905, ppv:0.426, acc:0.820, f1:0.396, total+:47, total-:292
@threshold:0.373, sens:0.389, spec:0.902, ppv:0.429, acc:0.820, f1:0.408, total+:49, total-:290
@threshold:0.353, sens:0.389, spec:0.898, ppv:0.420, acc:0.817, f1:0.404, total+:50, total-:289
@threshold:0.339, sens:0.407, spec:0.895, ppv:0.423, acc:0.817, f1:0.415, total+:52, total-:287
@threshold:0.295, sens:0.426, spec:0.891, ppv:0.426, acc:0.817, f1:0.426, total+:54, total-:285
@threshold:0.261, sens:0.444, spec:0.881, ppv:0.414, acc:0.811, f1:0.429, total+:58, total-:281
@threshold:0.260, sens:0.444, spec:0.877, ppv:0.407, acc:0.808, f1:0.425, total+:59, total-:280
@threshold:0.259, sens:0.463, spec:0.877, ppv:0.417, acc:0.811, f1:0.439, total+:60, total-:279
@threshold:0.255, sens:0.463, spec:0.874, ppv:0.410, acc:0.808, f1:0.435, total+:61, total-:278
@threshold:0.212, sens:0.481, spec:0.863, ppv:0.400, acc:0.802, f1:0.437, total+:65, total-:274
@threshold:0.206, sens:0.481, spec:0.860, ppv:0.394, acc:0.799, f1:0.433, total+:66, total-:273
@threshold:0.117, sens:0.500, spec:0.821, ppv:0.346, acc:0.770, f1:0.409, total+:78, total-:261
@threshold:0.106, sens:0.500, spec:0.818, ppv:0.342, acc:0.767, f1:0.406, total+:79, total-:260
@threshold:0.099, sens:0.519, spec:0.811, ppv:0.341, acc:0.764, f1:0.412, total+:82, total-:257
@threshold:0.082, sens:0.519, spec:0.807, ppv:0.337, acc:0.761, f1:0.409, total+:83, total-:256
@threshold:0.082, sens:0.537, spec:0.807, ppv:0.345, acc:0.764, f1:0.420, total+:84, total-:255
@threshold:0.070, sens:0.537, spec:0.804, ppv:0.341, acc:0.761, f1:0.417, total+:85, total-:254
@threshold:0.067, sens:0.556, spec:0.804, ppv:0.349, acc:0.764, f1:0.429, total+:86, total-:253
@threshold:0.066, sens:0.556, spec:0.800, ppv:0.345, acc:0.761, f1:0.426, total+:87, total-:252
@threshold:0.061, sens:0.574, spec:0.800, ppv:0.352, acc:0.764, f1:0.437, total+:88, total-:251
@threshold:0.059, sens:0.574, spec:0.796, ppv:0.348, acc:0.761, f1:0.434, total+:89, total-:250
@threshold:0.034, sens:0.593, spec:0.782, ppv:0.340, acc:0.752, f1:0.432, total+:94, total-:245
@threshold:0.033, sens:0.593, spec:0.779, ppv:0.337, acc:0.749, f1:0.430, total+:95, total-:244
@threshold:-0.029, sens:0.611, spec:0.719, ppv:0.292, acc:0.702, f1:0.395, total+:113, total-:226
@threshold:-0.031, sens:0.611, spec:0.716, ppv:0.289, acc:0.699, f1:0.393, total+:114, total-:225
@threshold:-0.062, sens:0.630, spec:0.702, ppv:0.286, acc:0.690, f1:0.393, total+:119, total-:220
@threshold:-0.063, sens:0.630, spec:0.698, ppv:0.283, acc:0.687, f1:0.391, total+:120, total-:219
@threshold:-0.069, sens:0.648, spec:0.691, ppv:0.285, acc:0.684, f1:0.395, total+:123, total-:216
@threshold:-0.083, sens:0.667, spec:0.688, ppv:0.288, acc:0.684, f1:0.402, total+:125, total-:214
@threshold:-0.090, sens:0.685, spec:0.684, ppv:0.291, acc:0.684, f1:0.409, total+:127, total-:212
@threshold:-0.091, sens:0.685, spec:0.681, ppv:0.289, acc:0.681, f1:0.407, total+:128, total-:211
@threshold:-0.126, sens:0.704, spec:0.646, ppv:0.273, acc:0.655, f1:0.394, total+:139, total-:200
@threshold:-0.128, sens:0.704, spec:0.642, ppv:0.271, acc:0.652, f1:0.392, total+:140, total-:199
@threshold:-0.141, sens:0.722, spec:0.632, ppv:0.271, acc:0.646, f1:0.394, total+:144, total-:195
@threshold:-0.148, sens:0.741, spec:0.628, ppv:0.274, acc:0.646, f1:0.400, total+:146, total-:193
@threshold:-0.226, sens:0.759, spec:0.530, ppv:0.234, acc:0.566, f1:0.358, total+:175, total-:164
@threshold:-0.226, sens:0.759, spec:0.526, ppv:0.233, acc:0.563, f1:0.357, total+:176, total-:163
@threshold:-0.227, sens:0.778, spec:0.523, ppv:0.236, acc:0.563, f1:0.362, total+:178, total-:161
@threshold:-0.233, sens:0.778, spec:0.519, ppv:0.235, acc:0.560, f1:0.361, total+:179, total-:160
@threshold:-0.246, sens:0.796, spec:0.509, ppv:0.235, acc:0.555, f1:0.363, total+:183, total-:156
@threshold:-0.248, sens:0.796, spec:0.505, ppv:0.234, acc:0.552, f1:0.361, total+:184, total-:155
@threshold:-0.252, sens:0.815, spec:0.498, ppv:0.235, acc:0.549, f1:0.365, total+:187, total-:152
@threshold:-0.255, sens:0.815, spec:0.495, ppv:0.234, acc:0.546, f1:0.364, total+:188, total-:151
@threshold:-0.277, sens:0.833, spec:0.453, ppv:0.224, acc:0.513, f1:0.353, total+:201, total-:138
@threshold:-0.284, sens:0.833, spec:0.449, ppv:0.223, acc:0.510, f1:0.352, total+:202, total-:137
@threshold:-0.291, sens:0.852, spec:0.442, ppv:0.224, acc:0.507, f1:0.355, total+:205, total-:134
@threshold:-0.298, sens:0.852, spec:0.439, ppv:0.223, acc:0.504, f1:0.354, total+:206, total-:133
@threshold:-0.315, sens:0.870, spec:0.411, ppv:0.219, acc:0.484, f1:0.349, total+:215, total-:124
@threshold:-0.315, sens:0.870, spec:0.407, ppv:0.218, acc:0.481, f1:0.348, total+:216, total-:123
@threshold:-0.342, sens:0.889, spec:0.386, ppv:0.215, acc:0.466, f1:0.347, total+:223, total-:116
@threshold:-0.342, sens:0.889, spec:0.382, ppv:0.214, acc:0.463, f1:0.345, total+:224, total-:115
@threshold:-0.413, sens:0.907, spec:0.295, ppv:0.196, acc:0.392, f1:0.322, total+:250, total-:89
@threshold:-0.420, sens:0.907, spec:0.291, ppv:0.195, acc:0.389, f1:0.321, total+:251, total-:88
@threshold:-0.486, sens:0.926, spec:0.211, ppv:0.182, acc:0.324, f1:0.304, total+:275, total-:64
@threshold:-0.487, sens:0.963, spec:0.207, ppv:0.187, acc:0.327, f1:0.313, total+:278, total-:61
@threshold:-0.556, sens:0.981, spec:0.147, ppv:0.179, acc:0.280, f1:0.303, total+:296, total-:43
@threshold:-0.557, sens:0.981, spec:0.144, ppv:0.178, acc:0.277, f1:0.302, total+:297, total-:42
@threshold:-0.945, sens:1.000, spec:0.004, ppv:0.160, acc:0.162, f1:0.276, total+:338, total-:1
Vital: Temp-avg3to5 | coef 0.014 95% CI: [-0.002 , 0.031] | OR_adj 1.015 [0.998 1.031] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.539
Correlated most with:
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.104
Diagnosis:9ccs126:Ot up rsp in:0.102
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.092
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.092
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.092
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.092
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.086
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.083
Maternal Lab History: RETICULOCYTES-postPregnancy:-0.082
Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:-0.082
Vital: HR-latest | coef 0.012 95% CI: [-0.003 , 0.026] | OR_adj 1.012 [0.997 1.027] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.482
Correlated most with:
Maternal Diagnosis:9ccs102:Chest pain:0.115
Diagnosis:9ccs10:Immuniz/scrn:0.112
Diagnosis:9ccs70:Schizo/rl dx:0.083
Diagnosis:9ccs217:Ot cong anom:0.083
Maternal Lab History: BUN-postPregnancy:-0.081
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.072
Maternal Lab History: PLATELET COUNT-postPregnancy:0.071
Diagnosis:9ccs221:Resp distres:0.071
Maternal Diagnosis:9ccs24:Breast cancr:0.071
Newborn Diagnosis:9ccs256:Exam/eval:0.069
* Vital: Wt-gain0to3 | coef 0.010 95% CI: [0.002 , 0.018] | OR_adj 1.010 [1.002 1.018] | occ: 1401 | OR_unadj: 1.349 [1.031 1.765] | indivs AUC:0.558
Correlated most with:
Number of Visits:0.145
Diagnosis:9ccs126:Ot up rsp in:0.121
Diagnosis:9ccs92:Otitis media:0.100
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:-0.097
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.096
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.085
Newborn Diagnosis:9ccs143:Abdom hernia:-0.085
Newborn Diagnosis:9ccs133:Oth low resp:0.084
Diagnosis:9ccs10:Immuniz/scrn:0.083
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.082
* Vital: BMI-avg13to16 | coef 0.009 95% CI: [0.006 , 0.013] | OR_adj 1.009 [1.006 1.013] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.692
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.092
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.086
Diagnosis:9ccs125:Bronchitis:0.085
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.075
Diagnosis:9ccs5:HIV infectn:0.074
Maternal Diagnosis:9ccs122:Pneumonia:0.072
Maternal Lab History: 3 HOUR-otherPregnancy:0.070
* Vital: BMI-gain16to24 | coef 0.009 95% CI: [0.001 , 0.017] | OR_adj 1.009 [1.001 1.017] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.074
Maternal Lab History: PATIENT-postPregnancy:0.072
Maternal Lab History: APTT-postPregnancy:0.072
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.069
Maternal Lab History: hCG MoM-postPregnancy:-0.069
Maternal Lab History: HERPES II IgG-postPregnancy:-0.069
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.066
Diagnosis:9ccs233:Intracrn inj:0.064
Maternal Diagnosis:9ccs46:Bnign ut neo-otherPregnancy:-0.064
* Vital: Wt for Length ZScore-gain0to24 | coef 0.009 95% CI: [0.005 , 0.012] | OR_adj 1.009 [1.005 1.012] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.781
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.101
Diagnosis:9ccs126:Ot up rsp in:0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.082
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.076
Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:-0.074
Maternal Diagnosis:9ccs139:Gasduo ulcer:-0.073
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.072
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
* Vital: BMI-avg7to10 | coef 0.009 95% CI: [0.004 , 0.013] | OR_adj 1.009 [1.004 1.014] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.666
Correlated most with:
Diagnosis:9ccs120:Hemmorhoids:0.117
Maternal Procedure History:90472-postPregnancy:0.103
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.097
Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:0.086
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Maternal Procedure History:81025-postPregnancy:0.084
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.083
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.082
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.080
Maternal Procedure History:93005-postPregnancy:-0.078
* Vital: Wt for Length ZScore-latest | coef 0.009 95% CI: [0.005 , 0.012] | OR_adj 1.009 [1.005 1.012] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.781
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.101
Diagnosis:9ccs126:Ot up rsp in:0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.082
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.076
Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:-0.074
Maternal Diagnosis:9ccs139:Gasduo ulcer:-0.073
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.072
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Vital: HC-gain7to13 | coef 0.008 95% CI: [0.002 , 0.015] | OR_adj 1.009 [1.002 1.015] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.440
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:0.085
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.073
Maternal Lab History: APTT-postPregnancy:0.070
Maternal Lab History: PATIENT-postPregnancy:0.070
Maternal Diagnosis:9ccs210:SLE:0.070
Diagnosis:9ccs10:Immuniz/scrn:-0.069
Maternal Diagnosis:9ccs238:Complic proc:-0.067
Diagnosis:9ccs251:Abdomnl pain:0.066
Maternal Procedure History:97140-postPregnancy:-0.065
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.065
Vital: Temp-avg10to13 | coef 0.008 95% CI: [0.004 , 0.013] | OR_adj 1.008 [1.004 1.013] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.537
Correlated most with:
Diagnosis:9ccs175:Ot femal gen:-0.199
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.199
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.146
Diagnosis:9ccs223:Birth trauma:-0.120
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.105
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.091
Diagnosis:9ccs247:Lymph enlarg:-0.090
Newborn Diagnosis:9ccs259:Unclassified:-0.079
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.079
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.079
* Vital: BMI-avg16to19 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.696
Correlated most with:
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.101
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Procedure History:J1055-postPregnancy:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.080
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.075
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.074
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.073
Maternal Lab History: 2 HOUR-postPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs133:Oth low resp:-0.070
Vital: BMI-gain13to19 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1431 | OR_unadj: 0.840 [0.643 1.097] | indivs AUC:0.552
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.075
Maternal Diagnosis:9ccs250:Nausea/vomit:-0.071
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.066
Diagnosis:9ccs163:Other GU dx:0.065
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.065
Maternal Procedure History:86703-postPregnancy:-0.065
Maternal Lab History: BILE ACIDS-otherPregnancy:0.064
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.062
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.061
Maternal Diagnosis:9ccs3:Oth bact inf:0.061
* Vital: Wt-gain16to24 | coef 0.008 95% CI: [0.003 , 0.012] | OR_adj 1.008 [1.003 1.012] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.558
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.082
Maternal Lab History: hCG MoM-postPregnancy:-0.081
Maternal Lab History: PATIENT-postPregnancy:0.080
Maternal Lab History: APTT-postPregnancy:0.080
Maternal Lab History: HERPES II IgG-postPregnancy:-0.077
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076
Newborn Diagnosis:9ccs133:Oth low resp:-0.076
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.074
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.070
Maternal Procedure History:86703-postPregnancy:0.070
* Vital: Ht-avg13to16 | coef 0.007 95% CI: [0.001 , 0.013] | OR_adj 1.007 [1.001 1.013] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.574
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.120
Maternal Lab History: LH-postPregnancy:-0.098
Maternal Lab History: 1 HOUR-postPregnancy:0.092
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.086
Diagnosis:9ccs2:Septicemia:0.082
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.080
Maternal Lab History: 1 HOUR-otherPregnancy:0.079
Maternal Lab History: 1/2 HOUR-postPregnancy:0.076
Maternal Diagnosis:9ccs160:Urin stone:0.074
Maternal Diagnosis:9ccs184:Early labor:-0.074
Vital: Wt for Length ZScore-gain5to10 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: PROGESTERONE-otherPregnancy:0.125
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.107
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.093
Maternal Lab History: INHMOM-postPregnancy:-0.085
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.081
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.080
Maternal Diagnosis:9ccs98:HTN:-0.079
Maternal Procedure History:96372-otherPregnancy:-0.075
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.074
Maternal Diagnosis:9ccs55:Fluid/elc dx:0.074
Vital: BMI-gain3to7 | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.542
Correlated most with:
Maternal Lab History: PROGESTERONE-otherPregnancy:0.106
Lab:292495 LEAD LEVEL - Sunrise:-0.095
Diagnosis:9ccs236:Opn wnd extr:-0.087
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.086
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.084
Diagnosis:9ccs246:FUO:0.081
Maternal Lab History: FIBRINOGEN-postPregnancy:0.081
Maternal Diagnosis:9ccs240:Burns-postPregnancy:-0.077
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.076
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.073
Vital: Temp-avg19to24 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs133:Oth low resp:-0.092
Maternal Lab History: INHMOM-postPregnancy:0.085
Lab:294495 LEAD, BLOOD - LMC:0.081
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:-0.078
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.074
Maternal Diagnosis:9ccs130:Pleurisy:0.072
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.071
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.069
Diagnosis:9ccs154:Gastroent:-0.068
Maternal Diagnosis:9ccs9:Sexual Infxs:0.066
Vital: Ht-gain0to3 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.463
Correlated most with:
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.108
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.090
Newborn Diagnosis:9ccs143:Abdom hernia:-0.089
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:-0.087
Maternal Lab History: INR-otherPregnancy:-0.086
Maternal Diagnosis:9ccs3:Oth bact inf:-0.083
Diagnosis:9ccs16:Liver/ibd ca:0.082
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.082
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.082
* Vital: BMI-latest | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.770
Correlated most with:
Diagnosis:9ccs221:Resp distres:-0.116
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.107
Maternal Lab History: 2 HOUR-postPregnancy:0.100
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.093
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.086
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.082
Maternal Procedure History:99211-otherPregnancy:0.080
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.078
Diagnosis:9ccs58:Ot nutrit dx:0.077
* Vital: BMI-avg19to24 | coef 0.007 95% CI: [0.002 , 0.012] | OR_adj 1.007 [1.002 1.012] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.776
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.083
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.077
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.077
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.077
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.074
* Vital: BMI-gain0to24 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.773
Correlated most with:
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085
Diagnosis:9ccs259:Unclassified:-0.084
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.079
Maternal Lab History: CHLORIDE-otherPregnancy:0.073
Maternal Procedure History:99211-otherPregnancy:0.071
Vital: Temp-avg16to19 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.525
Correlated most with:
Maternal Diagnosis:9ccs123:Influenza-otherPregnancy:0.145
Diagnosis:9ccs255:Social admin:-0.143
Diagnosis:9ccs10:Immuniz/scrn:-0.132
Diagnosis:9ccs257:Ot aftercare:-0.106
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.102
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.102
Maternal Lab History: VARICELLA IGM-postPregnancy:-0.100
Number of Visits:-0.100
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.097
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.097
Number of Visits | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.562
Correlated most with:
Number of Visits:1.000
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.306
Diagnosis:9ccs92:Otitis media:0.296
Diagnosis:9ccs155:Other GI dx:0.246
Diagnosis:9ccs255:Social admin:0.240
Diagnosis:9ccs257:Ot aftercare:0.231
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs135:Intest infct:0.206
Diagnosis:9ccs128:Asthma:0.184
* Vital: Wt Percentile-latest | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.674
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.099
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Diagnosis:9ccs48:Thyroid dsor:-0.087
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.082
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.080
Newborn Diagnosis:9ccs5:HIV infectn:-0.079
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.079
Maternal Diagnosis:9ccs105:Conduction-postPregnancy:-0.075
Vital: Wt for Len Percentile-gain5to10 | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.006 [1.003 1.010] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.494
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:0.105
Maternal Diagnosis:9ccs200:Oth skin dx:-0.097
Lab:292495 LEAD LEVEL - Sunrise:0.094
Maternal Diagnosis:9ccs184:Early labor:0.093
Maternal Diagnosis:9ccs198:Ot infl skin:0.085
Maternal Diagnosis:9ccs117:Ot circul dx:-0.083
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.078
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.075
Maternal Diagnosis:9ccs60:Acut p-h anm:0.073
Vital: Ht Percentile-gain13to19 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.483
Correlated most with:
Newborn Diagnosis:9ccs143:Abdom hernia:-0.085
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:-0.085
Diagnosis:9ccs171:Menstrual dx:-0.082
Diagnosis:9ccs49:DiabMel no c:0.071
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.070
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.070
Maternal Lab History: URINE CULTURE-postPregnancy:-0.068
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.067
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.064
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.064
Vital: HC-gain13to19 | coef 0.006 95% CI: [0.002 , 0.011] | OR_adj 1.006 [1.002 1.011] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.082
Diagnosis:9ccs128:Asthma:0.079
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.075
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.074
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.074
Newborn Diagnosis:9ccs223:Birth trauma:0.070
Maternal Diagnosis:9ccs46:Bnign ut neo:0.070
Maternal Diagnosis:9ccs172:Ovarian cyst:0.068
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.067
Maternal Lab History: URINE CULTURE-postPregnancy:-0.067
Vital: Wt for Length ZScore-gain10to16 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.472
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:0.111
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:-0.087
Diagnosis:9ccs199:Ulcer skin:-0.083
Diagnosis:9ccs5:HIV infectn:-0.078
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.074
Maternal Diagnosis:9ccs237:Complic devi-otherPregnancy:-0.071
Diagnosis:9ccs120:Hemmorhoids:-0.071
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.070
Diagnosis:9ccs118:Phlebitis:0.069
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.068
Vital: BMI-gain5to10 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:-0.110
Lab:292495 LEAD LEVEL - Sunrise:0.095
Number of Visits:0.086
Diagnosis:9ccs236:Opn wnd extr:0.085
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.084
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.083
Maternal Diagnosis:9ccs198:Ot infl skin:0.078
Maternal Diagnosis:9ccs143:Abdom hernia:0.077
Maternal Diagnosis:9ccs149:Biliary dx:0.073
Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:0.072
Vital: Wt for Length ZScore-gain7to13 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.569
Correlated most with:
Maternal Diagnosis:9ccs198:Ot infl skin:0.126
Maternal Lab History: PROLACTIN-postPregnancy:-0.104
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.104
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.103
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.092
Lab:292495 LEAD LEVEL - Sunrise:0.089
Maternal Diagnosis:9ccs200:Oth skin dx:-0.084
Newborn Diagnosis:9ccs220:Birth asphyx:0.083
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.082
Diagnosis:9ccs199:Ulcer skin:0.081
* Vital: BMI-avg0to1 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1326 | OR_unadj: 1.323 [1.012 1.730] | indivs AUC:0.628
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.237
Maternal Diagnosis:9ccs184:Early labor:-0.227
Diagnosis:9ccs219:Low birth wt:-0.162
Maternal Diagnosis:9ccs185:Long pregncy:0.156
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:-0.130
Newborn Diagnosis:9ccs224:Ot perint dx:0.093
Maternal Lab History: PTT-otherPregnancy:-0.093
Maternal Diagnosis:10ccs168:PID-postPregnancy:-0.093
Newborn Diagnosis:9ccs221:Resp distres:-0.090
Newborn Diagnosis:9ccs253:Allergy:-0.090
Vital: HC-gain0to3 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.479
Correlated most with:
Number of Visits:0.110
Maternal Lab History: INR-otherPregnancy:-0.090
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:-0.075
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.074
Diagnosis:9ccs126:Ot up rsp in:0.073
Maternal Diagnosis:9ccs7:Viral infect:-0.072
Diagnosis:9ccs137:Mouth dx:0.072
Diagnosis:9ccs49:DiabMel no c:-0.070
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:-0.070
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.069
Vital: Wt-avg0to1 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.613
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.362
Maternal Diagnosis:9ccs184:Early labor:-0.355
Diagnosis:9ccs219:Low birth wt:-0.222
Maternal Diagnosis:9ccs185:Long pregncy:0.217
Newborn Diagnosis:9ccs221:Resp distres:-0.150
Newborn Diagnosis:9ccs256:Exam/eval:-0.139
Newborn Diagnosis:9ccs224:Ot perint dx:0.130
Maternal Diagnosis:9ccs183:HTN in preg:-0.125
Newborn Diagnosis:9ccs253:Allergy:-0.111
Newborn Diagnosis:9ccs222:Perint jaund:-0.107
Vital: Temp-avg5to7 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.090
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.088
Maternal Diagnosis:9ccs44:Neoplsm unsp:0.087
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.084
Diagnosis:9ccs94:Other ear dx:0.078
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.073
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.071
Maternal Lab History: FOLATE-postPregnancy:0.070
Maternal Diagnosis:9ccs139:Gasduo ulcer:0.069
Maternal Diagnosis:9ccs121:Oth vein dx-otherPregnancy:-0.068
Vital: Wt for Length ZScore-gain3to7 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.484
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.109
Maternal Lab History: T-3(Total)-otherPregnancy:0.103
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.086
Newborn Diagnosis:9ccs221:Resp distres:0.085
Maternal Diagnosis:10ccs159:UTI-postPregnancy:-0.084
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.082
Maternal Procedure History:81025-otherPregnancy:-0.082
Maternal Lab History: GFR Calculation-postPregnancy:-0.081
Maternal Lab History: GFR in African American-postPregnancy:-0.081
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.076
Vital: Wt for Length ZScore-gain16to24 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1432 | OR_unadj: 1.066 [0.815 1.393] | indivs AUC:0.566
Correlated most with:
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.085
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.083
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.072
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.071
Maternal Diagnosis:9ccs204:Ot joint dx:-0.069
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.069
Maternal Procedure History:81000-otherPregnancy:0.068
Maternal Lab History: RETIC HGB-postPregnancy:-0.067
Maternal Lab History: MPV-postPregnancy:-0.065
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:-0.065
* Vital: Wt for Length ZScore-avg16to19 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.710
Correlated most with:
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.087
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082
Maternal Procedure History:J1055-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.076
Maternal Diagnosis:9ccs163:Other GU dx:-0.076
Diagnosis:9ccs48:Thyroid dsor:-0.074
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.073
Diagnosis:9ccs87:Retinal dx:-0.073
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Vital: Temp-avg1to3 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.513
Correlated most with:
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.105
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.101
Maternal Diagnosis:9ccs210:SLE:0.099
Maternal Lab History: URIC ACID-otherPregnancy:0.083
Maternal Procedure History:36415-otherPregnancy:-0.077
Diagnosis:9ccs90:Eye infectn:-0.077
Diagnosis:9ccs7:Viral infect:-0.077
Maternal Lab History: MONOS-postPregnancy:0.072
Maternal Procedure History:99401-otherPregnancy:0.071
Newborn Diagnosis:9ccs191:Amnios dx:-0.071
Vital: HC-gain3to7 | coef 0.006 95% CI: [0.000 , 0.011] | OR_adj 1.006 [1.000 1.011] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.558
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.081
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.073
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.072
Maternal Lab History: PROGESTERONE-otherPregnancy:0.072
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.071
Lab:292495 LEAD LEVEL - Sunrise:-0.071
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Maternal Diagnosis:9ccs240:Burns-postPregnancy:-0.070
* Vital: Wt Change-avg19to24 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.558
Correlated most with:
Number of Visits:-0.161
Diagnosis:9ccs92:Otitis media:-0.142
Diagnosis:9ccs126:Ot up rsp in:-0.126
Maternal Procedure History:97014-postPregnancy:-0.105
Diagnosis:9ccs133:Oth low resp:-0.099
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.097
Maternal Lab History: OXACILLIN-postPregnancy:0.091
Maternal Lab History: PH-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:-0.085
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.084
Vital: Wt for Length ZScore-gain1to5 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.553
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:0.133
Newborn Diagnosis:9ccs219:Low birth wt:0.111
Diagnosis:9ccs147:Anal/rectal:0.103
Maternal Diagnosis:9ccs47:Ot bnign neo:0.094
Diagnosis:9ccs219:Low birth wt:0.092
Lab:306025 PPD:0.089
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.087
Maternal Lab History: T-3(Total)-otherPregnancy:-0.086
Maternal Diagnosis:9ccs185:Long pregncy:-0.086
Maternal Procedure History:81025-otherPregnancy:0.085
Vital: Ht-gain1to5 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.518
Correlated most with:
Number of Visits:0.115
Diagnosis:9ccs126:Ot up rsp in:0.103
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.095
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.085
Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.084
Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.084
Diagnosis:9ccs135:Intest infct:0.079
Maternal Diagnosis:9ccs198:Ot infl skin:0.076
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:-0.072
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.072
Vital: Wt-gain13to19 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.562
Correlated most with:
Number of Visits:0.085
Maternal Diagnosis:9ccs250:Nausea/vomit:-0.078
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.071
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.068
Maternal Lab History: RET %-postPregnancy:0.067
Maternal Procedure History:86703-postPregnancy:-0.066
Diagnosis:9ccs233:Intracrn inj:-0.066
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:-0.065
Maternal Diagnosis:9ccs175:Ot femal gen:-0.065
Maternal Diagnosis:9ccs46:Bnign ut neo:0.063
* Vital: Wt for Length ZScore-avg3to5 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.629
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106
Maternal Lab History: INHMOM-postPregnancy:0.089
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.089
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.085
Maternal Lab History: INHMOM-otherPregnancy:-0.084
Maternal Diagnosis:10ccs159:UTI-postPregnancy:-0.080
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.078
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.078
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.077
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.077
* Vital: Wt for Length ZScore-avg1to3 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.637
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.104
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.088
Maternal Lab History: URINE CULTURE-otherPregnancy:-0.083
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.083
Diagnosis:9ccs259:Unclassified:-0.078
Maternal Diagnosis:9ccs47:Ot bnign neo:0.078
Newborn Diagnosis:9ccs59:Anemia:-0.078
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.078
Maternal Diagnosis:9ccs5:HIV infectn:0.078
Maternal Diagnosis:9ccs189:Prev c-sectn:0.074
* Vital: Wt for Length ZScore-avg7to10 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.690
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.093
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084
Maternal Procedure History:93005-postPregnancy:-0.080
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076
Maternal Diagnosis:9ccs198:Ot infl skin:0.076
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.076
Newborn Diagnosis:9ccs59:Anemia:-0.076
Maternal Procedure History:81025-postPregnancy:0.074
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.074
Vital: Ht-gain13to19 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.485
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo:0.079
Maternal Diagnosis:9ccs250:Nausea/vomit:-0.075
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.070
Maternal Diagnosis:9ccs172:Ovarian cyst:0.070
Number of Visits:0.066
Maternal Procedure History:86703-postPregnancy:-0.064
Maternal Diagnosis:9ccs194:Forceps del:0.058
Maternal Lab History: FERRITIN-otherPregnancy:-0.057
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.057
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.057
Vital: Temp-avg13to16 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.565
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.145
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.096
Maternal Diagnosis:9ccs89:Blindness:0.089
Maternal Diagnosis:9ccs149:Biliary dx:0.085
Maternal Lab History: TP VOLUME-otherPregnancy:0.082
Maternal Diagnosis:9ccs183:HTN in preg:0.081
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.079
Maternal Lab History: GFR in African American-postPregnancy:-0.078
* Vital: Wt-gain3to7 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.627
Correlated most with:
Maternal Lab History: PROGESTERONE-otherPregnancy:0.115
Diagnosis:9ccs236:Opn wnd extr:-0.093
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.091
Maternal Lab History: FIBRINOGEN-postPregnancy:0.084
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.083
Maternal Diagnosis:9ccs240:Burns-postPregnancy:-0.083
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.082
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.077
Vital: HC-gain1to5 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs125:Bronchitis:0.091
Diagnosis:9ccs154:Gastroent:-0.089
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.082
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.081
Newborn Diagnosis:9ccs222:Perint jaund:0.077
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.076
Diagnosis:9ccs163:Other GU dx:0.076
Diagnosis:9ccs126:Ot up rsp in:0.075
Diagnosis:9ccs196:Nml preg/del:-0.074
Maternal Procedure History:93005-postPregnancy:-0.074
* Vital: Wt for Length ZScore-avg5to7 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.646
Correlated most with:
Newborn Diagnosis:9ccs59:Anemia:-0.094
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.094
Diagnosis:9ccs238:Complic proc:-0.091
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.086
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.086
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.079
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.077
Lab:294199 BILIRUBIN SCAN - LMC:-0.077
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.075
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.073
Vital: HC-latest | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.565
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.252
Diagnosis:9ccs10:Immuniz/scrn:0.246
Diagnosis:9ccs92:Otitis media:0.214
Diagnosis:9ccs257:Ot aftercare:0.211
Number of Visits:0.162
Diagnosis:9ccs7:Viral infect:0.160
Diagnosis:9ccs125:Bronchitis:0.152
Diagnosis:9ccs135:Intest infct:0.150
Diagnosis:9ccs90:Eye infectn:0.137
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.111
Vital: Temp-avg0to1 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.099
Diagnosis:9ccs126:Ot up rsp in:0.092
Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:-0.078
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.074
Diagnosis:9ccs118:Phlebitis:0.071
Maternal Diagnosis:9ccs2603:E Codes: Fall-otherPregnancy:0.066
Maternal Procedure History:81025-postPregnancy:-0.065
Maternal Procedure History:J1055-postPregnancy:-0.065
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.064
Newborn Diagnosis:9ccs214:GI cong anom:-0.064
* Vital: BMI-avg10to13 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.674
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.091
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.089
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.087
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.085
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.081
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.080
Maternal Diagnosis:9ccs126:Ot up rsp in:0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.074
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.074
Vital: BMI-gain1to5 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1421 | OR_unadj: 1.007 [0.771 1.314] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: LACTIC ACID-postPregnancy:-0.104
Diagnosis:9ccs126:Ot up rsp in:0.101
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.100
Number of Visits:0.090
Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.081
Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.081
Maternal Procedure History:90472-postPregnancy:0.078
Maternal Diagnosis:9ccs198:Ot infl skin:0.075
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.072
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.072
Vital: Temp-avg7to10 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.195
Diagnosis:9ccs255:Social admin:-0.173
Diagnosis:9ccs7:Viral infect:-0.111
Diagnosis:9ccs126:Ot up rsp in:-0.105
Diagnosis:9ccs74:Ot mentl cnd:-0.095
Diagnosis:9ccs217:Ot cong anom:-0.094
Diagnosis:9ccs257:Ot aftercare:-0.090
Number of Visits:-0.085
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.079
Diagnosis:9ccs197:Skin infectn:-0.074
* Vital: Wt Change-latest | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.547
Correlated most with:
Number of Visits:-0.166
Diagnosis:9ccs126:Ot up rsp in:-0.138
Diagnosis:9ccs92:Otitis media:-0.120
Diagnosis:9ccs125:Bronchitis:-0.110
Maternal Procedure History:90746-postPregnancy:-0.099
Newborn Diagnosis:9ccs143:Abdom hernia:0.097
Maternal Diagnosis:9ccs75:Hx mental dx:0.086
Diagnosis:9ccs133:Oth low resp:-0.082
Newborn Diagnosis:9ccs0:No DX:0.081
Maternal Lab History: OXACILLIN-postPregnancy:0.081
* Vital: Wt for Length ZScore-avg13to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.694
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs185:Long pregncy:0.087
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.086
Newborn Diagnosis:9ccs59:Anemia:-0.080
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.080
Diagnosis:9ccs125:Bronchitis:0.076
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.075
Maternal Diagnosis:9ccs122:Pneumonia:0.073
Diagnosis:9ccs48:Thyroid dsor:-0.070
Maternal Lab History: INHMOM-otherPregnancy:-0.069
* Vital: Ht-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.414
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:0.105
Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.103
Maternal Diagnosis:9ccs69:Affective dx:-0.090
Maternal Procedure History:86580-postPregnancy:-0.077
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:-0.069
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:-0.067
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.066
Diagnosis:9ccs232:Sprain:-0.066
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:-0.066
Maternal Procedure History:36416-postPregnancy:-0.066
* Vital: BMI-avg1to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1340 | OR_unadj: 1.980 [1.513 2.590] | indivs AUC:0.714
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.141
Newborn Diagnosis:9ccs219:Low birth wt:-0.109
Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.082
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.078
Maternal Diagnosis:9ccs205:Back problem:-0.077
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.076
Maternal Diagnosis:9ccs47:Ot bnign neo:0.074
Diagnosis:9ccs125:Bronchitis:0.071
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.070
* Vital: BMI-gain0to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1391 | OR_unadj: 1.452 [1.110 1.899] | indivs AUC:0.606
Correlated most with:
Number of Visits:0.125
Diagnosis:9ccs126:Ot up rsp in:0.116
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:-0.096
Newborn Diagnosis:9ccs133:Oth low resp:0.090
Maternal Diagnosis:9ccs3:Oth bact inf:-0.090
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.084
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.084
Maternal Diagnosis:9ccs184:Early labor:0.084
Diagnosis:9ccs92:Otitis media:0.082
Diagnosis:9ccs16:Liver/ibd ca:0.079
* Vital: Wt for Length ZScore-gain13to19 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs5:HIV infectn:0.092
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.084
Newborn Diagnosis:9ccs223:Birth trauma:-0.077
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.071
Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.071
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.067
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.067
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.066
Maternal Lab History: RETIC HGB-postPregnancy:0.066
Diagnosis:9ccs163:Other GU dx:-0.065
Vital: HC-gain16to24 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.007] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.465
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.086
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.071
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.071
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.069
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.067
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.066
Maternal Procedure History:J1055-postPregnancy:-0.063
Maternal Diagnosis:9ccs244:Other injury:-0.063
Maternal Diagnosis:9ccs159:UTI:-0.062
Maternal Lab History: T-3(Total)-otherPregnancy:-0.062
* Vital: BMI-avg5to7 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.639
Correlated most with:
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.108
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.099
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.093
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.090
Diagnosis:9ccs238:Complic proc:-0.089
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.081
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.078
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.078
Newborn Diagnosis:9ccs59:Anemia:-0.077
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.005 95% CI: [0.000 , 0.009] | OR_adj 1.005 [1.000 1.009] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.546
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249
Vital: Wt for Len Percentile-gain7to13 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.440
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:0.101
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:-0.082
Diagnosis:9ccs5:HIV infectn:-0.081
Maternal Diagnosis:9ccs46:Bnign ut neo-otherPregnancy:0.072
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.071
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.070
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:-0.070
Diagnosis:9ccs16:Liver/ibd ca:0.069
Diagnosis:9ccs210:SLE:0.068
Diagnosis:9ccs10:Immuniz/scrn:-0.067
MatDeliveryAge | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.518
Correlated most with:
MatDeliveryAge:1.000
Maternal Diagnosis:9ccs176:Contraceptiv:0.265
Maternal Diagnosis:9ccs186:DM in preg:0.211
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.188
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.185
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.177
Maternal Diagnosis:9ccs189:Prev c-sectn:0.175
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.151
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.147
Maternal Lab History: CREATININE-otherPregnancy:0.137
Vital: Ht Percentile-gain7to13 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.527
Correlated most with:
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:-0.100
Maternal Procedure History:93005-postPregnancy:-0.093
Maternal Diagnosis:9ccs7:Viral infect:-0.085
Maternal Lab History: GFR in African American-postPregnancy:0.081
Maternal Lab History: GFR Calculation-postPregnancy:0.081
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.080
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.080
Diagnosis:9ccs120:Hemmorhoids:0.080
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.080
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.076
* Vital: Wt-gain7to13 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.453
Correlated most with:
Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.108
Maternal Procedure History:86580-postPregnancy:-0.082
Maternal Diagnosis:9ccs200:Oth skin dx:0.081
Diagnosis:9ccs5:HIV infectn:-0.077
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:-0.077
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.075
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:-0.073
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.070
Maternal Lab History: WBC-postPregnancy:-0.070
Newborn Diagnosis:9ccs143:Abdom hernia:0.067
Vital: Ht Percentile-avg13to16 | coef 0.005 95% CI: [-0.001 , 0.010] | OR_adj 1.005 [0.999 1.010] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.581
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.099
Diagnosis:10ccs58:Ot nutrit dx:0.089
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.087
Lab:323825 STREP SCREEN THROAT - Sunrise:0.084
Newborn Diagnosis:9ccs219:Low birth wt:-0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.081
Maternal Lab History: 1/2 HOUR-postPregnancy:0.080
Maternal Lab History: LH-postPregnancy:-0.079
Maternal Diagnosis:9ccs185:Long pregncy:0.072
Newborn Diagnosis:9ccs221:Resp distres:-0.071
* Vital: BMI-gain7to13 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:0.117
Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.096
Maternal Diagnosis:9ccs69:Affective dx:-0.083
Maternal Procedure History:86580-postPregnancy:-0.079
Maternal Diagnosis:9ccs126:Ot up rsp in:0.078
Diagnosis:9ccs5:HIV infectn:-0.075
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:-0.074
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.068
Diagnosis:9ccs10:Immuniz/scrn:-0.068
Diagnosis:9ccs16:Liver/ibd ca:0.068
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.005 95% CI: [-0.000 , 0.010] | OR_adj 1.005 [1.000 1.010] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.546
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249
Vital: HC-gain10to16 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.526
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:0.090
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.082
Diagnosis:9ccs256:Exam/eval:-0.077
Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:0.077
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.076
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.075
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.075
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.072
Diagnosis:9ccs154:Gastroent:-0.070
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070
* Vital: HC-avg13to16 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.599
Correlated most with:
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.104
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.087
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084
Maternal Lab History: PTT-otherPregnancy:-0.079
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.079
Diagnosis:9ccs87:Retinal dx:-0.075
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.074
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.073
Maternal Lab History: MONOS-postPregnancy:-0.073
Maternal Lab History: TRANSFERRIN-postPregnancy:-0.071
* Vital: Ht-avg16to19 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.539
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.120
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.104
Maternal Lab History: TRANSFERRIN-postPregnancy:-0.098
Maternal Diagnosis:9ccs184:Early labor:-0.094
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.093
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.091
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.089
Newborn Diagnosis:9ccs5:HIV infectn:-0.085
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.085
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Vital: HC-avg1to3 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.219
Newborn Diagnosis:9ccs219:Low birth wt:-0.212
Maternal Lab History: FREE T-4-otherPregnancy:-0.130
Diagnosis:9ccs219:Low birth wt:-0.111
Maternal Diagnosis:9ccs185:Long pregncy:0.101
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.097
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.095
Diagnosis:9ccs75:Hx mental dx:0.093
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.092
* Vital: Wt-avg3to5 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.660
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.220
Maternal Diagnosis:9ccs184:Early labor:-0.140
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Diagnosis:9ccs219:Low birth wt:-0.108
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.098
Maternal Diagnosis:9ccs128:Asthma:-0.094
Diagnosis:9ccs87:Retinal dx:-0.092
Maternal Lab History: INHMOM-otherPregnancy:-0.091
Maternal Lab History: T-3(Total)-otherPregnancy:0.087
Newborn Diagnosis:9ccs222:Perint jaund:-0.085
Vital: Ht Percentile-gain10to16 | coef 0.005 95% CI: [0.001 , 0.008] | OR_adj 1.005 [1.001 1.008] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.479
Correlated most with:
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.105
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.094
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.094
Maternal Diagnosis:9ccs113:Late eff CVD-otherPregnancy:0.092
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:0.092
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.091
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.085
Newborn Diagnosis:9ccs214:GI cong anom:0.084
Lab:294495 LEAD, BLOOD - LMC:0.084
Maternal Procedure History:97014-postPregnancy:-0.083
* Vital: BMI-avg3to5 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.627
Correlated most with:
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.108
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.104
Maternal Lab History: INHMOM-postPregnancy:0.101
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.093
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.085
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.085
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.084
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.084
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.080
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.080
* Vital: Wt-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.588
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:0.096
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.095
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.086
Maternal Diagnosis:9ccs143:Abdom hernia:0.085
Maternal Diagnosis:9ccs198:Ot infl skin:0.084
Maternal Diagnosis:9ccs200:Oth skin dx:-0.080
Diagnosis:9ccs236:Opn wnd extr:0.077
Maternal Diagnosis:9ccs117:Ot circul dx:-0.076
Maternal Diagnosis:9ccs149:Biliary dx:0.074
Maternal Lab History: MCV-otherPregnancy:-0.074
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.454
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.465
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.254
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239
Vital: Ht-latest | coef 0.004 95% CI: [0.000 , 0.008] | OR_adj 1.004 [1.000 1.008] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.560
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.345
Diagnosis:9ccs126:Ot up rsp in:0.315
Number of Visits:0.273
Diagnosis:9ccs92:Otitis media:0.265
Diagnosis:9ccs7:Viral infect:0.206
Diagnosis:9ccs257:Ot aftercare:0.188
Diagnosis:9ccs135:Intest infct:0.156
Diagnosis:9ccs90:Eye infectn:0.148
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137
Vital: Wt-gain1to5 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.591
Correlated most with:
Number of Visits:0.126
Diagnosis:9ccs126:Ot up rsp in:0.121
Diagnosis:9ccs7:Viral infect:0.096
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.086
Diagnosis:9ccs239:Superfic inj:0.084
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:-0.082
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.080
Maternal Procedure History:90472-postPregnancy:0.080
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.077
Diagnosis:9ccs154:Gastroent:-0.075
Vital: HR-avg7to10 | coef 0.004 95% CI: [0.001 , 0.008] | OR_adj 1.004 [1.001 1.008] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs106:Dysrhythmia:0.125
Maternal Diagnosis:9ccs123:Influenza-otherPregnancy:-0.117
Maternal Diagnosis:9ccs187:Malposition:0.100
Maternal Diagnosis:9ccs1:Tuberculosis:-0.092
Lab:292208 CBC/DIFF/PLT - Sunrise:-0.089
Diagnosis:9ccs10:Immuniz/scrn:0.089
Maternal Lab History: LH-postPregnancy:-0.087
Diagnosis:9ccs217:Ot cong anom:0.086
Diagnosis:9ccs231:Oth fracture:0.083
Maternal Diagnosis:9ccs217:Ot cong anom:-0.083
Vital: Wt Percentile-gain7to13 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs5:HIV infectn:-0.110
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.108
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.092
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.085
Maternal Diagnosis:9ccs56:Cystic fibro:0.084
Newborn Diagnosis:9ccs143:Abdom hernia:0.081
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.079
Maternal Diagnosis:9ccs217:Ot cong anom:-0.077
Diagnosis:10ccs238:Complic proc:0.077
Diagnosis:9ccs2604:E Codes: Fire/burn:0.077
Vital: Wt for Len Percentile-gain13to19 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1254 | OR_unadj: 1.030 [0.785 1.351] | indivs AUC:0.525
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.070
Diagnosis:9ccs7:Viral infect:0.069
Diagnosis:9ccs163:Other GU dx:0.067
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.067
Diagnosis:9ccs233:Intracrn inj:-0.066
Maternal Diagnosis:9ccs3:Oth bact inf:0.065
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:-0.064
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.064
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.063
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.063
Vital: Ht-gain3to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.581
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.088
Maternal Lab History: PROGESTERONE-otherPregnancy:0.083
Maternal Diagnosis:9ccs240:Burns-postPregnancy:-0.083
Diagnosis:9ccs236:Opn wnd extr:-0.083
Diagnosis:9ccs246:FUO:0.081
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.080
Maternal Procedure History:86580-postPregnancy:-0.073
Diagnosis:9ccs240:Burns:-0.071
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.069
Vital: Ht-avg3to5 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.543
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.251
Maternal Diagnosis:9ccs184:Early labor:-0.199
Maternal Diagnosis:9ccs185:Long pregncy:0.130
Diagnosis:9ccs87:Retinal dx:-0.116
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.109
Newborn Diagnosis:9ccs221:Resp distres:-0.104
Diagnosis:9ccs219:Low birth wt:-0.099
Newborn Diagnosis:9ccs222:Perint jaund:-0.097
Maternal Diagnosis:9ccs183:HTN in preg:-0.092
Newborn Diagnosis:9ccs256:Exam/eval:-0.091
* Vital: HC-avg5to7 | coef 0.004 95% CI: [0.001 , 0.008] | OR_adj 1.004 [1.001 1.008] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.548
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.136
Maternal Diagnosis:9ccs184:Early labor:-0.130
Newborn Diagnosis:9ccs219:Low birth wt:-0.118
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.096
Newborn Diagnosis:9ccs5:HIV infectn:-0.096
Maternal Diagnosis:9ccs92:Otitis media-otherPregnancy:-0.087
Newborn Diagnosis:9ccs221:Resp distres:-0.085
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.082
Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.082
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.078
Vital: Temp-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:10ccs159:UTI-postPregnancy:0.115
Diagnosis:9ccs70:Schizo/rl dx:0.115
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.090
Lab:294495 LEAD, BLOOD - LMC:0.090
Diagnosis:9ccs154:Gastroent:-0.089
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.079
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.079
Maternal Lab History: INHMOM-postPregnancy:0.078
Maternal Lab History: AST-otherPregnancy:0.075
Maternal Diagnosis:9ccs181:Ot preg comp:0.070
Vital: Ht Percentile-avg7to10 | coef 0.004 95% CI: [0.000 , 0.008] | OR_adj 1.004 [1.000 1.008] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.537
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.104
Maternal Lab History: MONOCYTE-postPregnancy:0.099
Maternal Diagnosis:9ccs5:HIV infectn:-0.096
Maternal Diagnosis:9ccs184:Early labor:-0.091
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086
Maternal Lab History: WEIGHT-postPregnancy:0.085
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.079
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.079
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.454
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239
Vital: Ht-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: PATIENT-postPregnancy:0.080
Maternal Lab History: APTT-postPregnancy:0.080
Maternal Diagnosis:9ccs189:Prev c-sectn:0.076
Maternal Lab History: HERPES II IgG-postPregnancy:-0.074
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.074
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.072
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.068
Diagnosis:9ccs4:Mycoses:-0.065
Newborn Diagnosis:9ccs133:Oth low resp:-0.063
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:-0.062
Maternal Lab History: RBC-postPregnancy | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 608 | OR_unadj: 1.228 [0.875 1.723] | indivs AUC:0.569
Correlated most with:
Maternal Lab History: RBC-postPregnancy:1.000
Maternal Lab History: HEMATOCRIT-postPregnancy:0.728
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.623
Maternal Lab History: MCH-postPregnancy:-0.442
Maternal Lab History: MCV-postPregnancy:-0.421
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.316
Maternal Lab History: RBC-otherPregnancy:0.292
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.290
Maternal Lab History: BASOPHIL-postPregnancy:0.278
Maternal Lab History: ALBUMIN-postPregnancy:0.268
Vital: Ht-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.582
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.118
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.104
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.092
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.091
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.081
Maternal Diagnosis:9ccs184:Early labor:-0.079
Diagnosis:9ccs87:Retinal dx:-0.075
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.074
Diagnosis:9ccs238:Complic proc:-0.074
Vital: Ht-avg0to1 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.546
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.348
Maternal Diagnosis:9ccs184:Early labor:-0.342
Diagnosis:9ccs219:Low birth wt:-0.204
Newborn Diagnosis:9ccs221:Resp distres:-0.162
Maternal Diagnosis:9ccs185:Long pregncy:0.159
Newborn Diagnosis:9ccs222:Perint jaund:-0.135
Maternal Diagnosis:9ccs183:HTN in preg:-0.127
Newborn Diagnosis:9ccs256:Exam/eval:-0.126
Diagnosis:9ccs143:Abdom hernia:-0.112
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103
Vital: Ht-gain5to10 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.532
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:-0.108
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.094
Maternal Diagnosis:9ccs143:Abdom hernia:0.082
Number of Visits:0.080
Lab:292495 LEAD LEVEL - Sunrise:0.079
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.075
Diagnosis:9ccs236:Opn wnd extr:0.072
Maternal Procedure History:81000-postPregnancy:0.068
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.066
Maternal Diagnosis:9ccs98:HTN:0.066
Vital: Wt for Len Percentile-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.074
Maternal Lab History: hCG MoM-postPregnancy:-0.073
Maternal Diagnosis:9ccs46:Bnign ut neo-otherPregnancy:-0.072
Newborn Diagnosis:9ccs133:Oth low resp:-0.072
Diagnosis:9ccs61:Sickle cell:-0.068
Maternal Lab History: HERPES I IgG-postPregnancy:-0.067
Diagnosis:9ccs233:Intracrn inj:0.067
Maternal Lab History: A/G-otherPregnancy:0.066
Diagnosis:9ccs234:Crush injury:-0.064
Vital: Ht-avg7to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.617
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.129
Maternal Diagnosis:9ccs5:HIV infectn:-0.099
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.097
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.094
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.085
Diagnosis:9ccs87:Retinal dx:-0.084
Maternal Diagnosis:9ccs161:Ot dx kidney:0.080
Diagnosis:9ccs219:Low birth wt:-0.079
* Vital: Ht Percentile-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.556
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.098
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Diagnosis:9ccs89:Blindness:0.081
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.075
Maternal Procedure History:96372-otherPregnancy:-0.074
Maternal Lab History: RBC-otherPregnancy:0.072
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.071
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.070
Maternal Lab History: PH-postPregnancy:-0.067
Maternal Procedure History:90656-otherPregnancy:0.067
* Vital: Wt-avg13to16 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.716
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs122:Pneumonia:0.096
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.095
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.092
Maternal Lab History: 1 HOUR-otherPregnancy:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Diagnosis:9ccs242:Poisn ot med:0.085
Maternal Lab History: 2 HOUR-otherPregnancy:0.079
Maternal Lab History: 2 HOUR-postPregnancy:0.074
Maternal Diagnosis:10ccs251:Abdomnl pain-otherPregnancy:0.073
Vital: Ht Percentile-avg16to19 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.548
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:0.081
Maternal Lab History: PH-postPregnancy:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.073
Diagnosis:9ccs128:Asthma:0.071
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.068
Maternal Lab History: HCG-otherPregnancy:-0.068
Maternal Lab History: UREA NITROGEN-postPregnancy:0.067
* Vital: Wt for Length Zscore-avg10to13 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.688
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.095
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.085
Newborn Diagnosis:9ccs59:Anemia:-0.085
Maternal Diagnosis:9ccs185:Long pregncy:0.079
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.075
Newborn Diagnosis:9ccs223:Birth trauma:0.073
Maternal Lab History: INHMOM-otherPregnancy:-0.072
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.071
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.071
Vital: Wt Percentile-gain10to16 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 753 | OR_unadj: 0.793 [0.556 1.132] | indivs AUC:0.456
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.100
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.098
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.097
Diagnosis:9ccs5:HIV infectn:0.094
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.094
Maternal Diagnosis:9ccs102:Chest pain:-0.087
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.081
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.080
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080
Maternal Lab History: RETIC HGB-postPregnancy:0.076
Maternal Lab History: MONOCYTES-5P-postPregnancy | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 490 | OR_unadj: 0.750 [0.489 1.148] | indivs AUC:0.467
Correlated most with:
Maternal Lab History: MONOCYTES-5P-postPregnancy:1.000
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.521
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.258
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.239
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.193
Maternal Lab History: MONOS-postPregnancy:0.186
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.159
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.157
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.136
Maternal Diagnosis:9ccs55:Fluid/elc dx-otherPregnancy:0.133
Vital: Wt Change-avg7to10 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs199:Ulcer skin:0.220
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.123
Maternal Diagnosis:9ccs121:Oth vein dx:0.122
Diagnosis:9ccs252:Fatigue:0.116
Maternal Lab History: APF MoM-otherPregnancy:-0.106
Newborn Diagnosis:9ccs220:Birth asphyx:0.105
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.105
Diagnosis:9ccs145:Int obstruct:-0.102
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:-0.100
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.098
Vital: Ht-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.557
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.219
Maternal Diagnosis:9ccs184:Early labor:-0.170
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.118
Newborn Diagnosis:9ccs221:Resp distres:-0.116
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.111
Diagnosis:9ccs87:Retinal dx:-0.106
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:-0.092
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Newborn Diagnosis:9ccs222:Perint jaund:-0.087
Maternal Lab History: TRANSFERRIN-postPregnancy:-0.086
* Vital: Wt for Length ZScore-avg19to24 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.771
Correlated most with:
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.102
Diagnosis:9ccs48:Thyroid dsor:-0.091
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.091
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.085
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.079
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.079
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.079
Vital: Ht Percentile-gain16to24 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.571
Correlated most with:
Diagnosis:9ccs0:No DX:0.102
Diagnosis:9ccs258:Other screen:-0.095
Maternal Procedure History:90772-postPregnancy:-0.087
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.087
Maternal Procedure History:90663-postPregnancy:0.083
Maternal Procedure History:90470-postPregnancy:0.083
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.083
Maternal Procedure History:J1055-postPregnancy:-0.082
Maternal Diagnosis:10ccs657-postPregnancy:0.081
Diagnosis:9ccs51:Ot endo dsor:-0.076
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.478
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.459
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.457
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.450
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.403
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.402
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.339
* Vital: Wt-postPregnancy | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.006] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.618
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.333
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.311
Maternal Lab History: WEIGHT-postPregnancy:0.281
Maternal Lab History: MCH-postPregnancy:-0.233
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.205
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.195
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.195
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.185
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.184
Maternal Lab History: WEIGHT-otherPregnancy:0.183
Vital: BMI-gain10to16 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.099
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.085
Diagnosis:9ccs5:HIV infectn:0.079
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.079
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.075
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.071
Diagnosis:9ccs52:Nutrit defic:0.069
Maternal Lab History: FREE T-4-otherPregnancy:-0.068
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:0.068
Maternal Diagnosis:9ccs229:Fx arm-postPregnancy:0.068
* Vital: Wt-avg16to19 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.722
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Diagnosis:9ccs122:Pneumonia:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.086
Maternal Diagnosis:9ccs200:Oth skin dx:0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.081
Diagnosis:9ccs87:Retinal dx:-0.073
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.072
Maternal Lab History: 2 HOUR-postPregnancy:0.070
Diagnosis:9ccs48:Thyroid dsor:-0.070
* Vital: Wt-avg5to7 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.678
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.190
Maternal Diagnosis:9ccs184:Early labor:-0.126
Diagnosis:9ccs238:Complic proc:-0.108
Newborn Diagnosis:9ccs221:Resp distres:-0.103
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.087
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.087
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.084
Newborn Diagnosis:9ccs59:Anemia:-0.084
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.003 95% CI: [-0.001 , 0.008] | OR_adj 1.003 [0.999 1.008] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.405
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.930
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.928
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.769
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.767
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.706
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.704
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.664
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.663
Vital: Wt Change-avg13to16 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.480
Correlated most with:
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.180
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.157
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.135
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.129
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.115
Newborn Diagnosis:9ccs143:Abdom hernia:0.110
Maternal Diagnosis:9ccs122:Pneumonia:0.107
Maternal Procedure History:87880-postPregnancy:0.102
Maternal Lab History: POLYS-postPregnancy:0.093
Maternal Diagnosis:9ccs10:Immuniz/scrn:-0.093
Vital: Ht Percentile-gain5to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.109
Maternal Lab History: PAPP-A-postPregnancy:-0.103
Newborn Diagnosis:9ccs143:Abdom hernia:-0.089
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.086
Maternal Diagnosis:9ccs102:Chest pain:0.085
Maternal Diagnosis:9ccs24:Breast cancr:0.078
Maternal Lab History: ALBUMIN-otherPregnancy:-0.077
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.077
Maternal Diagnosis:9ccs143:Abdom hernia:0.076
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.074
Vital: HC-avg3to5 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.567
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.147
Newborn Diagnosis:9ccs219:Low birth wt:-0.133
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.120
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.096
Newborn Diagnosis:9ccs5:HIV infectn:-0.096
Diagnosis:9ccs219:Low birth wt:-0.093
Newborn Diagnosis:9ccs94:Other ear dx:0.092
Maternal Procedure History:81000-postPregnancy:-0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.073
Vital: Ht-gain10to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.096
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.090
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.078
Maternal Lab History: WEIGHT-otherPregnancy:0.076
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.075
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.072
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.071
Maternal Lab History: FREE T-4-otherPregnancy:-0.068
Diagnosis:9ccs92:Otitis media:0.067
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.065
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.003 95% CI: [-0.001 , 0.007] | OR_adj 1.003 [0.999 1.007] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.405
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.930
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.928
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.769
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.768
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.706
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.705
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.665
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.663
* Vital: Wt Change-avg16to19 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 712 | OR_unadj: 1.794 [1.198 2.685] | indivs AUC:0.502
Correlated most with:
Number of Visits:-0.152
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.121
Diagnosis:9ccs90:Eye infectn:-0.120
Diagnosis:9ccs257:Ot aftercare:-0.120
Diagnosis:9ccs10:Immuniz/scrn:-0.119
Diagnosis:9ccs135:Intest infct:-0.119
Diagnosis:9ccs126:Ot up rsp in:-0.116
Diagnosis:9ccs92:Otitis media:-0.111
Maternal Diagnosis:9ccs75:Hx mental dx:0.100
Diagnosis:9ccs242:Poisn ot med:-0.100
Vital: Ht-avg19to24 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.548
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.101
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.098
Diagnosis:9ccs221:Resp distres:0.091
Diagnosis:9ccs128:Asthma:0.088
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.084
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Diagnosis:9ccs200:Oth skin dx:0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.082
Maternal Lab History: 1 HOUR-postPregnancy:0.080
Maternal Lab History: TRANSFERRIN-postPregnancy:-0.076
Vital: Wt Percentile-gain16to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.519
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.116
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.094
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.091
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:-0.086
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.084
Diagnosis:9ccs0:No DX:0.084
Diagnosis:9ccs74:Ot mentl cnd:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.073
Maternal Diagnosis:10ccs251:Abdomnl pain-otherPregnancy:0.073
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.530
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153
Vital: Ht-avg1to3 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.514
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.303
Maternal Diagnosis:9ccs184:Early labor:-0.278
Diagnosis:9ccs219:Low birth wt:-0.175
Maternal Diagnosis:9ccs185:Long pregncy:0.151
Diagnosis:9ccs87:Retinal dx:-0.138
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.129
Newborn Diagnosis:9ccs222:Perint jaund:-0.123
Maternal Diagnosis:9ccs5:HIV infectn:-0.122
Diagnosis:9ccs143:Abdom hernia:-0.119
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 994 | OR_unadj: 1.205 [0.891 1.630] | indivs AUC:0.478
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.458
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.457
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.448
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.403
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.402
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.341
* Vital: Wt for Len Percentile-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.692
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Diagnosis:9ccs125:Bronchitis:0.082
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.072
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.071
Diagnosis:9ccs48:Thyroid dsor:-0.071
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.068
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.067
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:-0.066
Maternal Lab History: MPV-postPregnancy:0.066
* Vital: Wt-avg1to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1353 | OR_unadj: 1.405 [1.071 1.842] | indivs AUC:0.627
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.278
Maternal Diagnosis:9ccs184:Early labor:-0.237
Diagnosis:9ccs219:Low birth wt:-0.169
Maternal Diagnosis:9ccs185:Long pregncy:0.151
Newborn Diagnosis:9ccs256:Exam/eval:-0.136
Newborn Diagnosis:9ccs221:Resp distres:-0.113
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.099
Maternal Procedure History:86580-postPregnancy:-0.098
Diagnosis:9ccs87:Retinal dx:-0.097
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.095
* Vital: HC-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.597
Correlated most with:
Maternal Diagnosis:9ccs120:Hemmorhoids:-0.230
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.118
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.096
Diagnosis:9ccs51:Ot endo dsor:-0.094
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.084
Maternal Procedure History:90649-postPregnancy:-0.081
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.078
Maternal Lab History: TRANSFERRIN-postPregnancy:-0.077
Maternal Lab History: LACTIC ACID-postPregnancy:0.076
* Vital: Wt-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.744
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.281
Diagnosis:9ccs10:Immuniz/scrn:0.260
Number of Visits:0.240
Diagnosis:9ccs92:Otitis media:0.212
Diagnosis:9ccs7:Viral infect:0.178
Diagnosis:9ccs257:Ot aftercare:0.155
Diagnosis:9ccs135:Intest infct:0.138
Diagnosis:9ccs90:Eye infectn:0.129
Maternal Procedure History:36415-otherPregnancy:-0.110
Diagnosis:9ccs125:Bronchitis:0.109
Vital: Wt-gain10to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs5:HIV infectn:0.075
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.074
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.069
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.069
Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.068
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.068
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.067
Maternal Lab History: FREE T-4-otherPregnancy:-0.066
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.065
Diagnosis:9ccs52:Nutrit defic:0.064
Vital: HC-avg0to1 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.577
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.279
Newborn Diagnosis:9ccs219:Low birth wt:-0.256
Diagnosis:9ccs219:Low birth wt:-0.160
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.160
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:-0.137
Maternal Diagnosis:9ccs185:Long pregncy:0.131
Newborn Diagnosis:9ccs256:Exam/eval:-0.107
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.090
Newborn Diagnosis:9ccs94:Other ear dx:0.089
Vital: HR-avg10to13 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs221:Resp distres:0.123
Maternal Lab History: TSH-otherPregnancy:0.121
Maternal Diagnosis:9ccs67:Subst-r mntl:0.103
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:-0.097
Diagnosis:9ccs252:Fatigue:0.091
Diagnosis:9ccs10:Immuniz/scrn:0.088
Maternal Diagnosis:9ccs123:Influenza-otherPregnancy:-0.084
Maternal Lab History: PAPP-A-postPregnancy:0.078
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.077
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.077
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.546
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.380
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.218
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.217
Maternal Lab History: WBC-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 605 | OR_unadj: 0.803 [0.545 1.183] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: WBC-postPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.757
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.564
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.525
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.474
Maternal Lab History: WBC-otherPregnancy:0.291
Maternal Lab History: BASOPHIL-postPregnancy:-0.252
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.236
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.201
Maternal Lab History: ABS LYMPH-postPregnancy:0.197
Vital: Wt Change-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 631 | OR_unadj: 1.185 [0.802 1.752] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.138
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.128
Maternal Procedure History:J7300-postPregnancy:0.114
Maternal Diagnosis:9ccs133:Oth low resp:0.107
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.102
Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.097
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.097
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.096
Diagnosis:9ccs256:Exam/eval:0.095
Maternal Diagnosis:10ccs49:DiabMel no c-postPregnancy:0.090
Vital: Wt Change-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 420 | OR_unadj: 0.968 [0.619 1.514] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs145:Int obstruct:0.122
Maternal Diagnosis:9ccs121:Oth vein dx:0.117
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.099
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.095
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.093
Newborn Diagnosis:9ccs197:Skin infectn:0.093
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.091
Maternal Diagnosis:9ccs133:Oth low resp:0.084
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.083
Diagnosis:9ccs252:Fatigue:0.083
* Vital: Wt Percentile-avg5to7 | coef 0.003 95% CI: [-0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 447 | OR_unadj: 1.467 [1.036 2.078] | indivs AUC:0.575
Correlated most with:
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.111
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.111
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.107
Diagnosis:9ccs230:Fx leg:-0.105
Maternal Procedure History:86580-postPregnancy:-0.103
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:-0.100
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:-0.100
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:-0.092
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Lab:294199 BILIRUBIN SCAN - LMC:-0.088
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.546
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.465
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.381
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.379
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.268
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.219
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.217
Vital: Wt for Length ZScore-gain0to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.583
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Diagnosis:9ccs219:Low birth wt:-0.096
Newborn Diagnosis:9ccs219:Low birth wt:-0.095
Maternal Diagnosis:9ccs184:Early labor:-0.091
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.080
Diagnosis:10ccs58:Ot nutrit dx:0.069
Diagnosis:9ccs222:Perint jaund:-0.067
Newborn Diagnosis:9ccs224:Ot perint dx:0.064
Maternal Lab History: PAPP-A-postPregnancy:-0.063
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.063
* Vital: BMI-postPregnancy | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 538 | OR_unadj: 2.540 [1.496 4.314] | indivs AUC:0.541
Correlated most with:
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.208
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.208
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.180
Maternal Procedure History:S9470-postPregnancy:0.171
Maternal Lab History: GLUCOSE-otherPregnancy:0.169
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.168
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.166
Maternal Lab History: RDW-otherPregnancy:0.162
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.159
Maternal Lab History: LH-postPregnancy:-0.150
* Vital: Wt Percentile-gain13to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.004] | occ: 826 | OR_unadj: 0.644 [0.432 0.961] | indivs AUC:0.528
Correlated most with:
Number of Visits:0.100
Maternal Diagnosis:9ccs250:Nausea/vomit:-0.093
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.087
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:-0.086
Newborn Diagnosis:9ccs143:Abdom hernia:-0.086
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.082
Diagnosis:9ccs0:No DX:0.079
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.078
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.078
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.076
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.530
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151
Vital: HR-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccs2620:E Codes: Unspecified:0.129
Maternal Diagnosis:9ccs123:Influenza-otherPregnancy:-0.113
Diagnosis:9ccs140:Gastritis:0.111
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:-0.108
Diagnosis:9ccs105:Conduction:-0.106
Maternal Diagnosis:9ccs121:Oth vein dx:0.102
Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.096
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:-0.090
Maternal Diagnosis:9ccs204:Ot joint dx:-0.089
Maternal Diagnosis:9ccs24:Breast cancr:0.086
Vital: BP-postPregnancy | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 666 | OR_unadj: 1.322 [0.954 1.832] | indivs AUC:0.588
Correlated most with:
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.209
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.191
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.186
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.171
Diagnosis:9ccs232:Sprain:0.171
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.158
Maternal Diagnosis:9ccs183:HTN in preg:0.157
Maternal Lab History: URINE PH-postPregnancy:-0.153
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.146
MatDeliveryAge:0.144
Maternal Lab History: HEMATOCRIT-postPregnancy | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 608 | OR_unadj: 1.049 [0.749 1.468] | indivs AUC:0.556
Correlated most with:
Maternal Lab History: HEMATOCRIT-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.934
Maternal Lab History: RBC-postPregnancy:0.728
Maternal Lab History: ALBUMIN-postPregnancy:0.316
Maternal Lab History: MCV-postPregnancy:0.311
Maternal Lab History: BASOPHIL-postPregnancy:0.308
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.307
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.300
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.300
Maternal Lab History: RDW-postPregnancy:-0.287
Vital: HR-avg16to19 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.553
Correlated most with:
Maternal Diagnosis:9ccs102:Chest pain:0.188
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:-0.126
Diagnosis:9ccs106:Dysrhythmia:0.124
Maternal Diagnosis:9ccs24:Breast cancr:0.119
Maternal Diagnosis:9ccs1:Tuberculosis:-0.108
Maternal Diagnosis:9ccs121:Oth vein dx:0.108
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:-0.090
Maternal Lab History: LDH-otherPregnancy:-0.088
Maternal Diagnosis:9ccs239:Superfic inj:-0.087
Maternal Lab History: HCG-postPregnancy:-0.087
Vital: Ht-gain0to24 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.555
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.104
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.099
Diagnosis:9ccs221:Resp distres:0.092
Diagnosis:9ccs200:Oth skin dx:0.088
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.087
Newborn Diagnosis:9ccs219:Low birth wt:-0.087
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.083
Maternal Lab History: 1 HOUR-postPregnancy:0.081
Maternal Lab History: TRANSFERRIN-postPregnancy:-0.076
Maternal Lab History: PLATELET COUNT-postPregnancy | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 608 | OR_unadj: 1.280 [0.909 1.803] | indivs AUC:0.527
Correlated most with:
Maternal Lab History: PLATELET COUNT-postPregnancy:1.000
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.488
Maternal Lab History: MPV-postPregnancy:-0.425
Maternal Lab History: ABS LYMPH-postPregnancy:0.247
Maternal Lab History: MPV-otherPregnancy:-0.225
Maternal Lab History: WBC-otherPregnancy:0.194
Maternal Lab History: MCH-postPregnancy:-0.180
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.166
Maternal Lab History: WBC-postPregnancy:0.161
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.158
* Maternal Lab History: MCH-postPregnancy | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 608 | OR_unadj: 0.593 [0.404 0.870] | indivs AUC:0.377
Correlated most with:
Maternal Lab History: MCH-postPregnancy:1.000
Maternal Lab History: MCV-postPregnancy:0.760
Maternal Lab History: RDW-postPregnancy:-0.597
Maternal Lab History: RBC-postPregnancy:-0.442
Maternal Lab History: MCH-otherPregnancy:0.430
Maternal Lab History: MCV-otherPregnancy:0.403
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.380
Maternal Lab History: RDW-otherPregnancy:-0.252
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.251
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.237
* Vital: HC-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.606
Correlated most with:
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.101
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.099
Newborn Diagnosis:9ccs5:HIV infectn:-0.099
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.093
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.088
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.080
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.080
Diagnosis:9ccs132:Lung externl:-0.075
Maternal Lab History: URINE KETONES-postPregnancy:0.074
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.072
Vital: HR-avg19to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs70:Schizo/rl dx:0.140
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.121
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.102
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.097
Maternal Diagnosis:9ccs1:Tuberculosis:-0.094
Maternal Diagnosis:9ccs160:Urin stone:0.093
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:-0.091
Diagnosis:9ccs132:Lung externl:-0.090
Maternal Diagnosis:9ccs101:Coron athero-postPregnancy:0.085
Maternal Procedure History:93005-postPregnancy:0.079
* Vital: Wt for Len Percentile-avg19to24 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.758
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.081
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
Vital: Wt for Length ZScore-avg0to1 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.583
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Diagnosis:9ccs219:Low birth wt:-0.096
Newborn Diagnosis:9ccs219:Low birth wt:-0.095
Maternal Diagnosis:9ccs184:Early labor:-0.091
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.080
Diagnosis:10ccs58:Ot nutrit dx:0.069
Diagnosis:9ccs222:Perint jaund:-0.067
Newborn Diagnosis:9ccs224:Ot perint dx:0.064
Maternal Lab History: PAPP-A-postPregnancy:-0.063
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.063
* Vital: Wt for Len Percentile-gain10to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.094
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.080
Diagnosis:9ccs5:HIV infectn:0.078
Diagnosis:9ccs163:Other GU dx:-0.077
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.075
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.073
Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.073
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.067
Maternal Lab History: URINE KETONES-otherPregnancy:0.064
Maternal Diagnosis:9ccs102:Chest pain:-0.064
* Vital: Wt-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.717
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.118
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.116
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.103
Newborn Diagnosis:9ccs219:Low birth wt:-0.094
Maternal Diagnosis:9ccs200:Oth skin dx:0.083
Diagnosis:9ccs219:Low birth wt:-0.083
Diagnosis:9ccs87:Retinal dx:-0.075
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.075
Maternal Lab History: 1 HOUR-otherPregnancy:0.074
Newborn Diagnosis:9ccs223:Birth trauma:0.074
* Vital: Wt-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.767
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.098
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 1 HOUR-otherPregnancy:0.092
Maternal Lab History: 2 HOUR-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.075
Maternal Diagnosis:9ccs200:Oth skin dx:0.071
* Vital: Wt Percentile-avg7to10 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 548 | OR_unadj: 1.684 [1.224 2.316] | indivs AUC:0.588
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.109
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.103
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.099
Diagnosis:9ccs230:Fx leg:-0.098
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:-0.090
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:-0.090
Maternal Lab History: IRON-postPregnancy:-0.090
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:-0.089
Maternal Lab History: INHMOM-postPregnancy:0.084
Vital: Ht Percentile-gain1to5 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.468
Correlated most with:
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.103
Maternal Procedure History:90472-postPregnancy:0.101
Maternal Lab History: MPV-otherPregnancy:0.096
Maternal Diagnosis:9ccs210:SLE:0.095
Maternal Procedure History:99211-otherPregnancy:0.092
Maternal Procedure History:96372-otherPregnancy:-0.088
Diagnosis:9ccs195:Ot compl bir:-0.087
Maternal Diagnosis:9ccs160:Urin stone:0.081
Maternal Diagnosis:9ccs121:Oth vein dx:0.076
Maternal Lab History: FASTING-postPregnancy:-0.076
Vital: Ht Percentile-gain3to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.542
Correlated most with:
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:-0.117
Maternal Diagnosis:9ccs121:Oth vein dx:-0.112
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.104
Diagnosis:9ccs70:Schizo/rl dx:0.099
Maternal Procedure History:90472-postPregnancy:-0.099
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:-0.094
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.093
Diagnosis:9ccs145:Int obstruct:-0.089
Diagnosis:9ccs92:Otitis media:0.085
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:-0.085
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.405
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.998
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.731
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.719
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.718
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.710
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.708
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.653
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.652
* Vital: HC-avg7to10 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.655
Correlated most with:
Maternal Procedure History:97140-postPregnancy:0.480
Maternal Procedure History:97010-postPregnancy:0.415
Maternal Procedure History:97032-postPregnancy:0.383
Maternal Lab History: BASE DEFICIT-postPregnancy:0.324
Maternal Lab History: BICARBONATE-postPregnancy:-0.297
Maternal Procedure History:97110-postPregnancy:0.292
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.205
Maternal Lab History: PTT-postPregnancy:-0.184
Maternal Lab History: O2 SATURATION-postPregnancy:0.183
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.170
* Vital: Wt-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.728
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.094
Diagnosis:9ccs219:Low birth wt:-0.091
Diagnosis:9ccs87:Retinal dx:-0.085
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.084
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.083
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.081
Diagnosis:9ccs238:Complic proc:-0.079
Maternal Lab History: MPV-postPregnancy | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 546 | OR_unadj: 1.135 [0.779 1.654] | indivs AUC:0.538
Correlated most with:
Maternal Lab History: MPV-postPregnancy:1.000
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.425
Maternal Lab History: MPV-otherPregnancy:0.421
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.282
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.155
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.133
Maternal Lab History: APTT-postPregnancy:0.125
Maternal Lab History: PATIENT-postPregnancy:0.125
Maternal Lab History: Alk Phos-otherPregnancy:0.122
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.122
* Vital: Wt for Len Percentile-gain0to24 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.757
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.085
Diagnosis:9ccs259:Unclassified:-0.084
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.067
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.065
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.065
Diagnosis:9ccs126:Ot up rsp in | coef 0.002 95% CI: [-0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.562
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs255:Social admin:0.355
Diagnosis:9ccs92:Otitis media:0.337
Diagnosis:9ccs10:Immuniz/scrn:0.312
Number of Visits:0.312
Diagnosis:9ccs7:Viral infect:0.236
Diagnosis:9ccs257:Ot aftercare:0.228
Diagnosis:9ccs90:Eye infectn:0.191
Diagnosis:9ccs135:Intest infct:0.190
Diagnosis:9ccs133:Oth low resp:0.167
* Vital: Wt-gain0to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.775
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.100
Maternal Lab History: 1 HOUR-otherPregnancy:0.093
Maternal Lab History: 2 HOUR-postPregnancy:0.091
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.076
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.075
Maternal Lab History: 2 HOUR-otherPregnancy:0.072
Vital: HR-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 587 | OR_unadj: 0.960 [0.669 1.378] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.169
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.118
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.113
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.113
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.105
Maternal Lab History: WBC-postPregnancy:0.104
Maternal Lab History: LDH-otherPregnancy:0.103
Maternal Diagnosis:9ccs142:Appendicitis-otherPregnancy:0.100
Maternal Procedure History:58300-postPregnancy:0.098
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.095
Maternal Lab History: MCV-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 608 | OR_unadj: 0.791 [0.553 1.133] | indivs AUC:0.475
Correlated most with:
Maternal Lab History: MCV-postPregnancy:1.000
Maternal Lab History: MCH-postPregnancy:0.760
Maternal Lab History: RDW-postPregnancy:-0.547
Maternal Lab History: MCV-otherPregnancy:0.503
Maternal Lab History: RBC-postPregnancy:-0.421
Maternal Lab History: MCH-otherPregnancy:0.397
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.371
Maternal Lab History: HEMATOCRIT-postPregnancy:0.311
Maternal Lab History: RDW-otherPregnancy:-0.243
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.227
Vital: HC-gain5to10 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.545
Correlated most with:
Maternal Procedure History:97140-postPregnancy:0.096
Maternal Diagnosis:9ccs200:Oth skin dx:-0.086
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.084
Lab:292495 LEAD LEVEL - Sunrise:0.079
Maternal Lab History: PTT-postPregnancy:-0.078
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.077
Maternal Lab History: CREATININE-postPregnancy:-0.076
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.073
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.069
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.068
Vital: Ht Percentile-avg10to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.588
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.111
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110
Newborn Diagnosis:9ccs219:Low birth wt:-0.102
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.087
Maternal Diagnosis:9ccs184:Early labor:-0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.079
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.077
Maternal Lab History: LH-postPregnancy:-0.076
Maternal Lab History: 1/2 HOUR-postPregnancy:0.075
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.075
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.535
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.587
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.586
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.582
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.581
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.482
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.481
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.475
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.474
Vital: Wt Percentile-gain5to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 582 | OR_unadj: 1.002 [0.659 1.525] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:-0.097
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.095
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.094
Newborn Diagnosis:9ccs143:Abdom hernia:-0.093
Diagnosis:9ccs5:HIV infectn:0.091
Maternal Diagnosis:9ccs24:Breast cancr:0.091
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.090
Diagnosis:9ccs254:Rehab:0.090
Maternal Diagnosis:9ccs244:Other injury:0.084
Vital: Ht-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 544 | OR_unadj: 0.933 [0.645 1.348] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: AST (SGOT)-postPregnancy:-0.173
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.166
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.163
Maternal Lab History: WEIGHT-postPregnancy:0.158
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.158
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.147
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.143
Maternal Lab History: 3 HOUR-otherPregnancy:-0.142
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:0.141
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.139
Maternal Lab History: NEUTROPHILS-5P-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 490 | OR_unadj: 0.715 [0.479 1.067] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.853
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.766
Maternal Lab History: ABS LYMPH-postPregnancy:-0.588
Maternal Lab History: WBC-postPregnancy:0.474
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.419
Maternal Lab History: BASOPHIL-postPregnancy:-0.344
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.297
Maternal Lab History: RBC-postPregnancy:-0.290
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.248
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1058 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.405
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.998
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.730
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.718
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.714
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.704
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.650
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.570
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.730
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.656
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.636
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.635
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.609
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.607
Vital: HR-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs1:Tuberculosis:-0.157
Maternal Diagnosis:9ccs204:Ot joint dx:-0.131
Maternal Diagnosis:9ccs160:Urin stone:0.130
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.107
Maternal Lab History: LACTIC ACID-postPregnancy:-0.101
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:-0.093
Maternal Diagnosis:9ccs92:Otitis media-otherPregnancy:-0.091
Diagnosis:9ccs117:Ot circul dx:0.089
Maternal Diagnosis:9ccs182:Hemorr preg:0.084
Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.082
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.491
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.381
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.340
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1013 | OR_unadj: 0.877 [0.644 1.195] | indivs AUC:0.535
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.587
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.586
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.582
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.581
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.483
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.481
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.476
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.474
* Vital: Wt for Len Percentile-gain3to7 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.662
Correlated most with:
Maternal Diagnosis:10ccs159:UTI-postPregnancy:-0.132
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:-0.109
Diagnosis:9ccs155:Other GI dx:-0.100
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.091
Maternal Diagnosis:10ccs168:PID-postPregnancy:-0.091
Maternal Diagnosis:9ccs96:Hrt valve dx:-0.087
Maternal Diagnosis:9ccs64:Ot hematl dx-postPregnancy:-0.087
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:-0.086
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.076
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:-0.073
Vital: HR-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.534
Correlated most with:
Maternal Diagnosis:9ccs55:Fluid/elc dx:-0.160
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.139
Diagnosis:9ccs145:Int obstruct:-0.133
Diagnosis:9ccs246:FUO:-0.104
Maternal Diagnosis:9ccs133:Oth low resp:0.101
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:-0.094
Maternal Diagnosis:9ccs204:Ot joint dx:-0.094
Maternal Procedure History:90658-postPregnancy:-0.085
Maternal Lab History: 3 HOUR-postPregnancy:0.085
Maternal Diagnosis:9ccs92:Otitis media-otherPregnancy:-0.077
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.474
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.696
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.694
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.655
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.634
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.351
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350
* Vital: Wt for Len Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.676
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.074
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.072
Maternal Procedure History:J1055-postPregnancy:-0.072
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.071
Diagnosis:9ccs125:Bronchitis:0.070
Maternal Procedure History:93005-postPregnancy:-0.069
Maternal Diagnosis:9ccs163:Other GU dx:-0.067
Maternal Diagnosis:9ccs198:Ot infl skin:0.066
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.491
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.379
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.341
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340
* Vital: Wt Percentile-avg19to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 921 | OR_unadj: 2.119 [1.615 2.779] | indivs AUC:0.675
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.114
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106
Diagnosis:9ccs48:Thyroid dsor:-0.101
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.092
Newborn Diagnosis:9ccs5:HIV infectn:-0.088
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.088
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Newborn Diagnosis:9ccs59:Anemia:-0.076
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.076
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.074
Vital: Wt Percentile-gain0to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 372 | OR_unadj: 0.999 [0.638 1.563] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs145:Int obstruct:0.122
Maternal Diagnosis:9ccs55:Fluid/elc dx-otherPregnancy:0.114
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.101
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.098
Maternal Diagnosis:9ccs136:Teeth dx-otherPregnancy:-0.097
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.088
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:-0.087
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.086
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:-0.085
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.082
* Vital: Wt for Len Percentile-avg10to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.682
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.096
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Diagnosis:9ccs125:Bronchitis:0.079
Maternal Lab History: 1 HOUR-otherPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.074
Diagnosis:9ccs10:Immuniz/scrn:-0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.070
Maternal Lab History: 3 HOUR-otherPregnancy:0.068
Maternal Lab History: ABS LYMPH-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 487 | OR_unadj: 1.043 [0.714 1.524] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: ABS LYMPH-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.588
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.526
Maternal Lab History: ABS LYMPH-otherPregnancy:0.364
Maternal Lab History: PLATELET COUNT-postPregnancy:0.247
Maternal Lab History: RBC-postPregnancy:0.214
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.213
Maternal Lab History: WBC-postPregnancy:0.197
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.186
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.181
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.401
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.997
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.947
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.769
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.768
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.759
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.757
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.713
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.711
* Vital: Ht Percentile-avg19to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.575
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Lab History: RBC-otherPregnancy:0.088
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.084
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.083
Maternal Lab History: 1 HOUR-postPregnancy:0.079
Maternal Procedure History:96372-otherPregnancy:-0.079
Diagnosis:9ccs128:Asthma:0.079
Diagnosis:9ccs89:Blindness:0.079
Maternal Diagnosis:9ccs184:Early labor:-0.075
Maternal Lab History: INHIBIN A MOM-postPregnancy | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 108 | OR_unadj: 0.911 [0.381 2.182] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: INHIBIN A MOM-postPregnancy:1.000
Maternal Lab History: hCG MoM-postPregnancy:0.397
Maternal Lab History: BETA HCG FREE-postPregnancy:0.384
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.234
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.191
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.191
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.168
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.167
Maternal Lab History: hCG MoM-otherPregnancy:0.153
Maternal Procedure History:99211-otherPregnancy:-0.136
* Vital: Wt Percentile-avg3to5 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 408 | OR_unadj: 1.512 [1.054 2.171] | indivs AUC:0.555
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.135
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125
Maternal Lab History: INHMOM-postPregnancy:0.124
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.114
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.114
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:-0.108
Maternal Lab History: INHMOM-otherPregnancy:-0.107
Diagnosis:9ccs195:Ot compl bir:-0.107
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:-0.105
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:-0.105
Maternal Lab History: RDW-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 606 | OR_unadj: 1.257 [0.870 1.814] | indivs AUC:0.542
Correlated most with:
Maternal Lab History: RDW-postPregnancy:1.000
Maternal Lab History: MCH-postPregnancy:-0.597
Maternal Lab History: MCV-postPregnancy:-0.547
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.413
Maternal Lab History: MCH-otherPregnancy:-0.296
Maternal Lab History: MCV-otherPregnancy:-0.293
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.287
Maternal Lab History: RDW-otherPregnancy:0.262
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.196
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.195
* Vital: Wt Percentile-avg13to16 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 679 | OR_unadj: 1.935 [1.451 2.581] | indivs AUC:0.605
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.105
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:-0.094
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:-0.094
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.094
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.094
Diagnosis:9ccs230:Fx leg:-0.089
Maternal Lab History: INHMOM-otherPregnancy:-0.085
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:-0.080
Maternal Lab History: 1 HOUR-otherPregnancy:0.080
* Vital: Wt Percentile-avg10to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.604
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.108
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.100
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099
Lab:294199 BILIRUBIN SCAN - LMC:-0.091
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:-0.088
Diagnosis:9ccs230:Fx leg:-0.088
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:-0.086
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:-0.086
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082
* Vital: Wt for Len Percentile-avg16to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.703
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs163:Other GU dx:-0.084
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.081
Maternal Procedure History:J1055-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.073
Diagnosis:9ccs234:Crush injury:0.072
Maternal Lab History: PH-otherPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs92:Otitis media:0.068
Maternal Lab History: HEMOGLOBIN-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 608 | OR_unadj: 1.051 [0.749 1.475] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: HEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: HEMATOCRIT-postPregnancy:0.934
Maternal Lab History: RBC-postPregnancy:0.623
Maternal Lab History: RDW-postPregnancy:-0.413
Maternal Lab History: MCH-postPregnancy:0.380
Maternal Lab History: MCV-postPregnancy:0.371
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.354
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.323
Maternal Lab History: ALBUMIN-postPregnancy:0.280
Maternal Lab History: MCH-otherPregnancy:0.256
* Vital: Wt for Len Percentile-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.760
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.094
Diagnosis:9ccs48:Thyroid dsor:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs259:Unclassified:-0.073
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Maternal Lab History: 1 HOUR-otherPregnancy:0.067
Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:-0.067
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.066
Vital: Wt Percentile-gain3to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 491 | OR_unadj: 0.943 [0.621 1.433] | indivs AUC:0.529
Correlated most with:
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.156
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.136
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:-0.128
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.125
Diagnosis:9ccs145:Int obstruct:-0.111
Maternal Diagnosis:9ccs121:Oth vein dx:-0.111
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.109
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:-0.100
Maternal Lab History: TSH-otherPregnancy:0.097
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.095
Maternal Lab History: HEMOGLOBIN-otherPregnancy | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 281 | OR_unadj: 1.130 [0.720 1.775] | indivs AUC:0.534
Correlated most with:
Maternal Lab History: HEMOGLOBIN-otherPregnancy:1.000
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.928
Maternal Lab History: MCH-otherPregnancy:0.550
Maternal Lab History: RBC-otherPregnancy:0.530
Maternal Lab History: RDW-otherPregnancy:-0.458
Maternal Lab History: MCV-otherPregnancy:0.425
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.354
Maternal Lab History: CALCIUM-otherPregnancy:0.322
Maternal Lab History: HEMATOCRIT-postPregnancy:0.300
Maternal Lab History: ALBUMIN-otherPregnancy:0.267
Maternal Lab History: BASOPHIL-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 519 | OR_unadj: 1.081 [0.729 1.602] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: BASOPHIL-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.427
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.344
Maternal Lab History: HEMATOCRIT-postPregnancy:0.308
Maternal Lab History: EOSINOPHIL-postPregnancy:0.290
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.283
Maternal Lab History: RBC-postPregnancy:0.278
Maternal Lab History: WBC-postPregnancy:-0.252
Maternal Lab History: POLYS-postPregnancy:-0.244
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.203
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.570
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.731
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.655
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.652
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.635
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.634
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.608
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.605
* Vital: HC-avg19to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.119
Newborn Diagnosis:9ccs5:HIV infectn:-0.105
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.105
Diagnosis:9ccs83:Epilepsy/cnv:-0.101
Maternal Diagnosis:9ccs160:Urin stone:0.085
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.078
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.076
Diagnosis:9ccs90:Eye infectn:0.070
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.066
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:0.065
Maternal Lab History: MCH-otherPregnancy | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 281 | OR_unadj: 0.691 [0.420 1.135] | indivs AUC:0.466
Correlated most with:
Maternal Lab History: MCH-otherPregnancy:1.000
Maternal Lab History: MCV-otherPregnancy:0.792
Maternal Lab History: RDW-otherPregnancy:-0.618
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.550
Maternal Lab History: MCH-postPregnancy:0.430
Maternal Lab History: MCV-postPregnancy:0.397
Maternal Lab History: RBC-otherPregnancy:-0.377
Maternal Lab History: RDW-postPregnancy:-0.296
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.281
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.256
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.474
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.695
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.695
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.654
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.635
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.350
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350
* Vital: Wt Percentile-gain0to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 906 | OR_unadj: 1.985 [1.512 2.606] | indivs AUC:0.666
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.114
Diagnosis:9ccs48:Thyroid dsor:-0.101
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.099
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.088
Newborn Diagnosis:9ccs5:HIV infectn:-0.088
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.077
Newborn Diagnosis:9ccs59:Anemia:-0.077
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.075
Maternal Lab History: LYMPHOCYTE-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 552 | OR_unadj: 1.365 [0.962 1.935] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: LYMPHOCYTE-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.853
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.667
Maternal Lab History: ABS LYMPH-postPregnancy:0.526
Maternal Lab History: WBC-postPregnancy:-0.525
Maternal Lab History: BASOPHIL-postPregnancy:0.427
Maternal Lab History: EOSINOPHIL-postPregnancy:0.360
Maternal Lab History: POLYS-postPregnancy:-0.348
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.327
Maternal Lab History: RBC-postPregnancy:0.316
* Vital: Wt-otherPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 316 | OR_unadj: 1.666 [1.070 2.593] | indivs AUC:0.529
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.300
Maternal Lab History: WEIGHT-otherPregnancy:0.290
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.258
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.258
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.256
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.240
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.221
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.220
Maternal Lab History: MCV-otherPregnancy:-0.201
Maternal Lab History: WEIGHT-postPregnancy:0.201
Vital: HR-otherPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 291 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: AFP-otherPregnancy:0.201
Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.171
Maternal Lab History: ANION GAP-otherPregnancy:0.160
Maternal Procedure History:93005-otherPregnancy:0.139
Maternal Procedure History:81000-postPregnancy:-0.138
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.135
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.135
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.135
Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.128
Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.128
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.541
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.914
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.719
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.713
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.711
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.709
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.708
* Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.660
Correlated most with:
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.070
Maternal Lab History: ANION GAP-otherPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.066
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.060
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.060
Diagnosis:9ccs222:Perint jaund:-0.059
Diagnosis:9ccs75:Hx mental dx:0.058
Maternal Diagnosis:9ccs200:Oth skin dx:0.057
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.057
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.057
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1059 | OR_unadj: 1.001 [0.752 1.332] | indivs AUC:0.570
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.720
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.710
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.689
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.687
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1056 | OR_unadj: 0.986 [0.740 1.313] | indivs AUC:0.570
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.720
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.709
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.688
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.686
* Vital: Ht Percentile-gain0to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.578
Correlated most with:
Maternal Lab History: RBC-otherPregnancy:0.086
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.085
Newborn Diagnosis:9ccs219:Low birth wt:-0.083
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.083
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Maternal Procedure History:96372-otherPregnancy:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.080
Diagnosis:9ccs89:Blindness:0.078
Diagnosis:9ccs128:Asthma:0.077
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1060 | OR_unadj: 0.950 [0.691 1.307] | indivs AUC:0.543
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.915
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.719
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.714
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.711
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.710
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.401
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.997
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.947
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.944
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.769
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.767
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.760
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.757
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.714
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.711
Vital: HR-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.497
Correlated most with:
Newborn Diagnosis:9ccs133:Oth low resp:0.222
Maternal Procedure History:90658-postPregnancy:-0.121
Maternal Diagnosis:9ccs102:Chest pain:0.117
Maternal Lab History: 3 HOUR-postPregnancy:0.113
Maternal Diagnosis:9ccs98:HTN:0.111
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.102
Newborn Diagnosis:9ccs256:Exam/eval:0.091
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.082
Diagnosis:9ccs167:Breast dx:0.081
Maternal Diagnosis:9ccs161:Ot dx kidney:0.081
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1060 | OR_unadj: 1.433 [1.080 1.900] | indivs AUC:0.513
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.991
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.523
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.516
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.497
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.490
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.476
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.470
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.399
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.394
* Vital: BMI Percentile-avg19to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 288 | OR_unadj: 1.640 [1.099 2.447] | indivs AUC:0.544
Correlated most with:
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.115
Newborn Diagnosis:9ccs59:Anemia:-0.115
Diagnosis:9ccs259:Unclassified:-0.113
Maternal Diagnosis:9ccs92:Otitis media:-0.110
Diagnosis:9ccs44:Neoplsm unsp:-0.108
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.101
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.097
Diagnosis:9ccs70:Schizo/rl dx:-0.092
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.090
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.089
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.513
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.991
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.521
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.520
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.495
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.493
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.475
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.474
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.397
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.397
* Vital: HC-gain0to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.549
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.120
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.106
Newborn Diagnosis:9ccs5:HIV infectn:-0.106
Diagnosis:9ccs83:Epilepsy/cnv:-0.102
Maternal Diagnosis:9ccs160:Urin stone:0.085
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.079
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.076
Diagnosis:9ccs90:Eye infectn:0.069
Diagnosis:9ccs94:Other ear dx:-0.066
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:0.066
Vital: Ht Percentile-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.451
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:-0.100
Newborn Diagnosis:9ccs219:Low birth wt:-0.097
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.096
Maternal Diagnosis:9ccs184:Early labor:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Diagnosis:9ccs255:Social admin:-0.089
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:-0.085
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.082
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.082
Maternal Procedure History:97803-otherPregnancy:0.078
* Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.471
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.458
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.207
Diagnosis:9ccs257:Ot aftercare:0.194
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs253:Allergy:0.179
Number of Visits:0.166
Diagnosis:9ccs135:Intest infct:0.147
Diagnosis:9ccs90:Eye infectn:0.143
Maternal Lab History: EOSINOPHIL-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 548 | OR_unadj: 1.317 [0.896 1.934] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: EOSINOPHIL-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.419
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.360
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.325
Maternal Lab History: BASOPHIL-postPregnancy:0.290
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.272
Maternal Lab History: RBC-postPregnancy:0.253
Maternal Lab History: MCH-postPregnancy:-0.237
Maternal Lab History: POLYS-postPregnancy:-0.215
Maternal Lab History: WBC-postPregnancy:-0.201
Vital: BMI-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 308 | OR_unadj: 1.059 [0.563 1.991] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.195
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.185
Maternal Lab History: RDW-otherPregnancy:0.183
Maternal Procedure History:86580-otherPregnancy:0.179
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.170
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.165
Maternal Lab History: LH-postPregnancy:-0.156
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.152
Maternal Lab History: BUN-otherPregnancy:-0.148
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.147
Vital: Wt Change-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 376 | OR_unadj: 1.188 [0.778 1.816] | indivs AUC:0.562
Correlated most with:
Maternal Lab History: T-3(Total)-otherPregnancy:0.151
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.132
Newborn Diagnosis:9ccs220:Birth asphyx:0.117
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.117
Maternal Diagnosis:9ccs121:Oth vein dx:0.115
Maternal Lab History: GFR Calculation-postPregnancy:-0.112
Maternal Lab History: GFR in African American-postPregnancy:-0.112
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.111
Maternal Diagnosis:9ccs217:Ot cong anom:-0.110
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.108
Vital: Wt Percentile-avg0to1 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 305 | OR_unadj: 0.948 [0.596 1.507] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.119
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.111
Diagnosis:9ccs44:Neoplsm unsp:0.110
Maternal Diagnosis:9ccs184:Early labor:-0.109
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.105
Maternal Diagnosis:9ccs122:Pneumonia:0.104
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.099
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.098
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Maternal Lab History: hCG MoM-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 168 | OR_unadj: 0.785 [0.385 1.597] | indivs AUC:0.523
Correlated most with:
Maternal Lab History: hCG MoM-postPregnancy:1.000
Maternal Lab History: BETA HCG FREE-postPregnancy:0.729
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.397
Maternal Lab History: HCG-postPregnancy:0.360
Maternal Lab History: INHMOM-postPregnancy:0.268
Maternal Lab History: hCG MoM-otherPregnancy:0.244
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.240
Maternal Diagnosis:9ccs236:Opn wnd extr-postPregnancy:0.204
Maternal Lab History: ESTRIOL-postPregnancy:-0.171
Maternal Lab History: WEIGHT-postPregnancy:-0.171
Vital: BP-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 314 | OR_unadj: 1.341 [0.868 2.070] | indivs AUC:0.528
Correlated most with:
Maternal Lab History: RBC-otherPregnancy:0.293
Maternal Lab History: MCH-otherPregnancy:-0.209
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:-0.183
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.174
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.173
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.173
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.168
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.167
Maternal Lab History: MCV-otherPregnancy:-0.165
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.154
* Vital: Wt Percentile-avg16to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.632
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106
Newborn Diagnosis:9ccs59:Anemia:-0.086
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.086
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.086
Diagnosis:9ccs48:Thyroid dsor:-0.085
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.083
Diagnosis:9ccs230:Fx leg:-0.082
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:-0.081
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:-0.081
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.080
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 255 | OR_unadj: 0.646 [0.350 1.193] | indivs AUC:0.539
Correlated most with:
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.297
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.184
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.184
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.162
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:0.152
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:0.152
Maternal Lab History: TP VOLUME-otherPregnancy:0.150
Maternal Lab History: MICROALBUMIN-postPregnancy:-0.146
Maternal Procedure History:93005-otherPregnancy:-0.146
Vital: Wt Percentile-gain1to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.115
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.109
Maternal Diagnosis:9ccs210:SLE:0.105
Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.098
Maternal Lab History: URIC ACID-otherPregnancy:0.096
Maternal Lab History: PATIENT-postPregnancy:-0.094
Maternal Lab History: APTT-postPregnancy:-0.094
Diagnosis:9ccs129:Asp pneumon:0.087
Maternal Lab History: 3 HOUR-postPregnancy:-0.086
Maternal Diagnosis:9ccs160:Urin stone:0.081
Vital: Ht Percentile-avg1to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.510
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.107
Diagnosis:9ccs44:Neoplsm unsp:0.104
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.103
Maternal Diagnosis:9ccs184:Early labor:-0.102
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.089
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.083
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.083
Maternal Diagnosis:9ccs102:Chest pain:-0.079
Maternal Lab History: 1 HOUR-otherPregnancy:0.079
Maternal Diagnosis:9ccs120:Hemmorhoids:0.079
Maternal Diagnosis:9ccs181:Ot preg comp | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 487 | OR_unadj: 1.286 [0.968 1.709] | indivs AUC:0.539
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.467
Maternal Diagnosis:9ccs59:Anemia:0.379
Maternal Diagnosis:9ccs128:Asthma:0.219
Maternal Diagnosis:9ccs60:Acut p-h anm:0.182
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.180
Maternal Diagnosis:9ccs7:Viral infect:0.144
Maternal Diagnosis:9ccs48:Thyroid dsor:0.139
Maternal Diagnosis:9ccs106:Dysrhythmia:0.128
Maternal Diagnosis:9ccs168:PID:0.128
Vital: Ht Percentile-gain0to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: NEUTROPHIL-postPregnancy:0.146
Maternal Lab History: 3 HOUR-postPregnancy:-0.129
Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.121
Maternal Lab History: PATIENT-postPregnancy:-0.120
Maternal Lab History: APTT-postPregnancy:-0.120
Diagnosis:9ccs145:Int obstruct:0.117
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.108
Maternal Diagnosis:9ccs75:Hx mental dx:0.092
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.086
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.083
Maternal Lab History: Alk Phos-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 320 | OR_unadj: 1.288 [0.758 2.187] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: Alk Phos-postPregnancy:1.000
Maternal Lab History: LDH-postPregnancy:0.396
Maternal Lab History: ALBUMIN-postPregnancy:-0.386
Maternal Lab History: ALT-postPregnancy:0.374
Maternal Lab History: AST-postPregnancy:0.368
Maternal Lab History: CALCIUM-postPregnancy:-0.300
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.296
Maternal Lab History: MAGNESIUM-postPregnancy:0.237
Maternal Lab History: INR-postPregnancy:-0.209
Maternal Lab History: Alk Phos-otherPregnancy:0.206
Vital: HR-avg0to1 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.456
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.134
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.132
Maternal Lab History: GFR in African American-otherPregnancy:-0.126
Maternal Lab History: GFR Calculation-otherPregnancy:-0.126
Maternal Lab History: HERPES I IgG-otherPregnancy:-0.125
Maternal Lab History: PT-postPregnancy:-0.112
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.111
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.107
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.107
Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1056 | OR_unadj: 1.054 [0.776 1.431] | indivs AUC:0.407
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.947
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.944
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.930
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.928
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.778
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.776
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.721
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.721
Maternal Procedure History:81000-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 314 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.533
Correlated most with:
Maternal Procedure History:81000-otherPregnancy:1.000
Maternal Procedure History:99401-otherPregnancy:0.329
Maternal Procedure History:81000-postPregnancy:0.220
Maternal Procedure History:90656-otherPregnancy:-0.219
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.218
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.218
Maternal Lab History: TSH-otherPregnancy:-0.212
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.210
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.206
Maternal Procedure History:36415-otherPregnancy:0.200
Vital: Wt Percentile-avg1to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 358 | OR_unadj: 1.211 [0.811 1.809] | indivs AUC:0.589
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.141
Maternal Lab History: T-3(Total)-otherPregnancy:0.121
Diagnosis:9ccs117:Ot circul dx:-0.117
Maternal Lab History: INHMOM-postPregnancy:0.114
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:-0.112
Newborn Diagnosis:9ccs219:Low birth wt:-0.111
Maternal Procedure History:86580-postPregnancy:-0.110
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.110
Maternal Diagnosis:9ccs184:Early labor:-0.110
Maternal Lab History: INHMOM-otherPregnancy:-0.107
Maternal Lab History: ABS MONOCYTES-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 484 | OR_unadj: 0.861 [0.574 1.289] | indivs AUC:0.539
Correlated most with:
Maternal Lab History: ABS MONOCYTES-postPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.611
Maternal Lab History: WBC-postPregnancy:0.564
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.521
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.327
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.315
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.297
Maternal Lab History: WBC-otherPregnancy:0.221
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.217
Maternal Lab History: ABS LYMPH-postPregnancy:0.213
Vital: Wt Change-avg1to3 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 329 | OR_unadj: 1.015 [0.648 1.588] | indivs AUC:0.536
Correlated most with:
Maternal Diagnosis:9ccs1:Tuberculosis:-0.178
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.141
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.132
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.118
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.110
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.109
Maternal Lab History: CMV AB (IGG)-postPregnancy:-0.104
Maternal Lab History: CMV AB (IGM)-postPregnancy:0.104
Maternal Lab History: INHMOM-postPregnancy:0.103
Maternal Lab History: 1 HOUR-postPregnancy:-0.103
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1057 | OR_unadj: 1.134 [0.857 1.501] | indivs AUC:0.425
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.914
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.778
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.776
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.759
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.757
Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1059 | OR_unadj: 1.050 [0.773 1.426] | indivs AUC:0.407
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.947
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.930
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.928
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.779
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.776
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.722
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.722
Maternal Lab History: PLATELET COUNT-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 281 | OR_unadj: 0.987 [0.602 1.619] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: PLATELET COUNT-otherPregnancy:1.000
Maternal Lab History: PLATELET COUNT-postPregnancy:0.488
Maternal Lab History: MPV-otherPregnancy:-0.420
Maternal Lab History: WBC-otherPregnancy:0.283
Maternal Lab History: MPV-postPregnancy:-0.282
Maternal Lab History: ABS LYMPH-otherPregnancy:0.256
Maternal Lab History: POTASSIUM-otherPregnancy:0.250
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.227
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.223
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.183
Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.552
Correlated most with:
Newborn Diagnosis:9ccs59:Anemia:-0.129
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.129
Diagnosis:9ccs259:Unclassified:-0.114
Diagnosis:9ccs70:Schizo/rl dx:-0.103
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.093
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:-0.093
Lab:296169 RETICULOCYTE COUNT- LMC:0.091
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.087
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:-0.087
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.081
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 282 | OR_unadj: 0.738 [0.443 1.231] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.261
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.226
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.205
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.202
Maternal Lab History: WBC-postPregnancy:-0.186
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.175
Maternal Lab History: URINE KETONES-postPregnancy:-0.132
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.129
Maternal Lab History: CALCIUM-postPregnancy:0.115
Maternal Lab History: RDW-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 280 | OR_unadj: 1.136 [0.672 1.920] | indivs AUC:0.466
Correlated most with:
Maternal Lab History: RDW-otherPregnancy:1.000
Maternal Lab History: MCH-otherPregnancy:-0.618
Maternal Lab History: MCV-otherPregnancy:-0.560
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.458
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.333
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.305
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.262
Maternal Lab History: RDW-postPregnancy:0.262
Maternal Lab History: MCH-postPregnancy:-0.252
Maternal Lab History: FERRITIN-otherPregnancy:-0.243
Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1060 | OR_unadj: 1.130 [0.854 1.496] | indivs AUC:0.425
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.779
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.776
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.760
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.757
Maternal Lab History: ALBUMIN-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 217 | OR_unadj: 1.064 [0.613 1.847] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: ALBUMIN-otherPregnancy:1.000
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.796
Maternal Lab History: CALCIUM-otherPregnancy:0.634
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.345
Maternal Lab History: RBC-otherPregnancy:0.333
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.292
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.267
Maternal Lab History: CHLORIDE-otherPregnancy:-0.244
Maternal Lab History: ALBUMIN-postPregnancy:0.235
Maternal Lab History: Alk Phos-otherPregnancy:-0.216
Maternal Procedure History:36415-otherPregnancy | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 120 | OR_unadj: 0.781 [0.329 1.854] | indivs AUC:0.457
Correlated most with:
Maternal Procedure History:36415-otherPregnancy:1.000
Maternal Procedure History:36415-postPregnancy:0.214
Maternal Procedure History:S9470-postPregnancy:0.211
Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.205
Maternal Procedure History:81000-otherPregnancy:0.200
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.188
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:0.182
Maternal Lab History: Alk Phos-otherPregnancy:-0.168
Maternal Lab History: A/G-otherPregnancy:0.157
Maternal Procedure History:81025-otherPregnancy:0.156
Vital: Ht Percentile-avg5to7 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.542
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110
Newborn Diagnosis:9ccs219:Low birth wt:-0.108
Maternal Diagnosis:9ccs259:Unclassified:-0.099
Maternal Diagnosis:9ccs184:Early labor:-0.094
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:-0.093
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.091
Maternal Procedure History:86580-postPregnancy:-0.089
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.083
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.083
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:-0.082
Maternal Lab History: ABS LYMPH-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 236 | OR_unadj: 1.318 [0.813 2.138] | indivs AUC:0.549
Correlated most with:
Maternal Lab History: ABS LYMPH-otherPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.571
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.538
Maternal Lab History: ABS LYMPH-postPregnancy:0.364
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.309
Maternal Lab History: WBC-otherPregnancy:0.298
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.256
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:-0.214
Maternal Lab History: INR-otherPregnancy:-0.184
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.179
Maternal Lab History: MCV-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 281 | OR_unadj: 0.814 [0.499 1.328] | indivs AUC:0.471
Correlated most with:
Maternal Lab History: MCV-otherPregnancy:1.000
Maternal Lab History: MCH-otherPregnancy:0.792
Maternal Lab History: RDW-otherPregnancy:-0.560
Maternal Lab History: MCV-postPregnancy:0.503
Maternal Lab History: RBC-otherPregnancy:-0.469
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.425
Maternal Lab History: MCH-postPregnancy:0.403
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.361
Maternal Lab History: RDW-postPregnancy:-0.293
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.234
Maternal Lab History: ALT-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 318 | OR_unadj: 0.693 [0.342 1.405] | indivs AUC:0.466
Correlated most with:
Maternal Lab History: ALT-postPregnancy:1.000
Maternal Lab History: AST-postPregnancy:0.637
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.423
Maternal Diagnosis:10ccs657-postPregnancy:0.391
Maternal Lab History: Alk Phos-postPregnancy:0.374
Maternal Procedure History:90663-postPregnancy:0.348
Maternal Procedure History:90470-postPregnancy:0.346
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.345
Maternal Lab History: LIPASE-postPregnancy:-0.339
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.266
Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.552
Correlated most with:
Newborn Diagnosis:9ccs59:Anemia:-0.129
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.129
Diagnosis:9ccs259:Unclassified:-0.114
Diagnosis:9ccs70:Schizo/rl dx:-0.103
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.093
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:-0.093
Lab:296169 RETICULOCYTE COUNT- LMC:0.091
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.087
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:-0.087
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.081
Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.464
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs255:Social admin:0.212
Diagnosis:9ccs200:Oth skin dx:0.201
Number of Visits:0.180
Diagnosis:9ccs10:Immuniz/scrn:0.179
Diagnosis:9ccs4:Mycoses:0.177
Diagnosis:9ccs126:Ot up rsp in:0.157
Diagnosis:9ccs257:Ot aftercare:0.157
Diagnosis:9ccs7:Viral infect:0.155
Diagnosis:9ccs239:Superfic inj:0.139
Vital: Wt Change-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.468
Correlated most with:
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.135
Maternal Lab History: LH-postPregnancy:0.128
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.111
Maternal Lab History: FASTING-postPregnancy:-0.109
Lab:323825 STREP SCREEN THROAT - Sunrise:0.107
Newborn Diagnosis:9ccs197:Skin infectn:0.103
Maternal Lab History: HERPES I IgG-otherPregnancy:0.098
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.096
Maternal Lab History: FASTING-otherPregnancy:-0.095
Maternal Procedure History:96372-otherPregnancy:-0.091
Vital: BMI Percentile-latest | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 258 | OR_unadj: 1.431 [0.924 2.214] | indivs AUC:0.544
Correlated most with:
Newborn Diagnosis:9ccs59:Anemia:-0.121
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.121
Diagnosis:9ccs259:Unclassified:-0.114
Diagnosis:9ccs70:Schizo/rl dx:-0.097
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:-0.087
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.087
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.086
Lab:296169 RETICULOCYTE COUNT- LMC:0.086
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:-0.081
Diagnosis:9ccs58:Ot nutrit dx:0.081
Maternal Lab History: LYMPHOCYTE-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 275 | OR_unadj: 0.925 [0.551 1.552] | indivs AUC:0.531
Correlated most with:
Maternal Lab History: LYMPHOCYTE-otherPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.847
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.617
Maternal Lab History: ABS LYMPH-otherPregnancy:0.538
Maternal Lab History: WBC-otherPregnancy:-0.484
Maternal Lab History: POLYS-otherPregnancy:-0.392
Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.236
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.208
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.196
Maternal Lab History: ABS LYMPH-postPregnancy:0.181
Vital: Ht Percentile-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs44:Neoplsm unsp:0.142
Maternal Lab History: IRON-otherPregnancy:-0.120
Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.120
Maternal Lab History: FOLATE-otherPregnancy:-0.120
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.120
Maternal Lab History: 1 HOUR-postPregnancy:0.102
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.093
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.093
Maternal Diagnosis:9ccs3:Oth bact inf:-0.091
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.091
Maternal Lab History: TOTAL PROTEIN-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 321 | OR_unadj: 0.918 [0.578 1.458] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: TOTAL PROTEIN-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.795
Maternal Lab History: CALCIUM-postPregnancy:0.538
Maternal Lab History: Alk Phos-postPregnancy:-0.296
Maternal Lab History: SODIUM-postPregnancy:0.287
Maternal Lab History: MAGNESIUM-postPregnancy:-0.254
Maternal Lab History: PTT-postPregnancy:0.241
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.233
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.230
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.228
Maternal Lab History: CHOLESTEROL-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 126 | OR_unadj: 1.741 [0.922 3.285] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: CHOLESTEROL-postPregnancy:1.000
Maternal Lab History: LDL-postPregnancy:0.699
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.420
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.397
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.390
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.331
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.287
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.276
Maternal Lab History: VLDL-postPregnancy:0.240
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.211
Maternal Lab History: ABS NEUTROPHILS-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 486 | OR_unadj: 0.778 [0.504 1.201] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.766
Maternal Lab History: WBC-postPregnancy:0.757
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.667
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.611
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.325
Maternal Lab History: BASOPHIL-postPregnancy:-0.283
Maternal Lab History: WBC-otherPregnancy:0.257
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.241
Maternal Lab History: RBC-postPregnancy:-0.223
Maternal Lab History: EOSINOPHIL-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 271 | OR_unadj: 0.887 [0.487 1.618] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: EOSINOPHIL-otherPregnancy:1.000
Maternal Lab History: EOSINOPHIL-postPregnancy:0.272
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.223
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.202
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.200
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.185
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.169
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.163
Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:0.144
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.128
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 174 | OR_unadj: 1.081 [0.588 1.987] | indivs AUC:0.514
Correlated most with:
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:1.000
Maternal Lab History: AFP-postPregnancy:0.378
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.374
Maternal Lab History: WEIGHT-postPregnancy:0.280
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.267
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.212
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.173
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.173
Maternal Lab History: MONOCYTE-otherPregnancy:0.169
Maternal Lab History: RET ABS-postPregnancy:-0.165
Maternal Procedure History:86703-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 119 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.481
Correlated most with:
Maternal Procedure History:86703-otherPregnancy:1.000
Maternal Procedure History:86703-postPregnancy:0.446
Maternal Procedure History:99401-otherPregnancy:0.403
Maternal Lab History: GLOBULIN-otherPregnancy:0.231
Maternal Lab History: AST (SGOT)-otherPregnancy:0.224
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.205
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.192
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.186
Maternal Lab History: A/G-otherPregnancy:-0.184
Maternal Procedure History:97803-otherPregnancy:0.184
Vital: Ht-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 309 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.241
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.213
Maternal Lab History: 3 HOUR-otherPregnancy:-0.212
Maternal Lab History: Alk Phos-otherPregnancy:-0.179
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.178
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.178
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.159
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.158
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.145
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.140
Maternal Lab History: CARBON DIOXIDE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 334 | OR_unadj: 0.739 [0.424 1.289] | indivs AUC:0.443
Correlated most with:
Maternal Lab History: CARBON DIOXIDE-postPregnancy:1.000
Maternal Lab History: PH-postPregnancy:0.319
Maternal Lab History: BICARBONATE-postPregnancy:0.272
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.269
Maternal Lab History: CALCIUM-postPregnancy:0.253
Maternal Lab History: FERRITIN-postPregnancy:0.223
Maternal Lab History: PO2-postPregnancy:-0.210
Maternal Lab History: UIBC-postPregnancy:-0.206
Maternal Lab History: HERPES II IgG-postPregnancy:0.191
Maternal Lab History: VITAMIN B-12-postPregnancy:0.188
Vital: Temp-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 268 | OR_unadj: 1.249 [0.793 1.967] | indivs AUC:0.550
Correlated most with:
Maternal Lab History: A/G-postPregnancy:-0.170
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.169
Maternal Procedure History:36415-otherPregnancy:-0.153
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:-0.153
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.148
Maternal Lab History: GLOBULIN-postPregnancy:0.145
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.140
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:-0.129
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:-0.124
Maternal Procedure History:97035-postPregnancy:-0.123
* Maternal Diagnosis:9ccs176:Contraceptiv | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 165 | OR_unadj: 1.666 [1.121 2.475] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv:1.000
MatDeliveryAge:0.265
Maternal Diagnosis:9ccs189:Prev c-sectn:0.239
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.155
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.142
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.140
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.138
Maternal Diagnosis:9ccs186:DM in preg:0.135
Maternal Lab History: CREATININE-otherPregnancy:0.126
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.123
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 34 | OR_unadj: 0.747 [0.261 2.139] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:1.000
Maternal Procedure History:97001-postPregnancy:0.219
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.218
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.209
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.209
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.204
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.202
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.199
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.194
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.194
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 203 | OR_unadj: 1.100 [0.695 1.740] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.855
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.384
Maternal Lab History: CREATININE-otherPregnancy:-0.381
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.331
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.327
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:0.280
Maternal Procedure History:99000-otherPregnancy:-0.260
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.246
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.223
Maternal Lab History: GTT FASTING SPEC.-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 111 | OR_unadj: 1.346 [0.643 2.819] | indivs AUC:0.462
Correlated most with:
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:1.000
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.457
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.404
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.368
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.345
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.325
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.323
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.323
Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.323
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.323
Maternal Lab History: Alk Phos-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 215 | OR_unadj: 1.115 [0.606 2.053] | indivs AUC:0.524
Correlated most with:
Maternal Lab History: Alk Phos-otherPregnancy:1.000
Maternal Lab History: COLONY COUNT-otherPregnancy:0.258
Maternal Lab History: ALBUMIN-otherPregnancy:-0.216
Maternal Lab History: Alk Phos-postPregnancy:0.206
Maternal Lab History: AST-otherPregnancy:0.202
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.197
Maternal Lab History: MPV-otherPregnancy:0.196
Maternal Lab History: VLDL-postPregnancy:0.173
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.171
Maternal Procedure History:36415-otherPregnancy:-0.168
Maternal Lab History: MONOCYTES-5P-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 236 | OR_unadj: 0.969 [0.551 1.705] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: MONOCYTES-5P-otherPregnancy:1.000
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.648
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.258
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.241
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.217
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.161
Maternal Diagnosis:9ccs89:Blindness-otherPregnancy:0.157
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:-0.148
Maternal Lab History: PT-otherPregnancy:-0.147
Maternal Diagnosis:9ccs3:Oth bact inf:0.146
Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 725 | OR_unadj: 1.290 [0.988 1.685] | indivs AUC:0.538
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir:1.000
Newborn Diagnosis:9ccs256:Exam/eval:0.154
MatDeliveryAge:0.128
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.120
Maternal Diagnosis:9ccs191:Amnios dx:0.105
Maternal Diagnosis:9ccs190:Fetal distrs:0.102
Newborn Diagnosis:9ccs224:Ot perint dx:0.101
Maternal Diagnosis:9ccs46:Bnign ut neo:0.080
Newborn Diagnosis:9ccs222:Perint jaund:0.071
Maternal Diagnosis:9ccs185:Long pregncy:0.069
Maternal Procedure History:J1055-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 31 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:J1055-postPregnancy:1.000
Maternal Procedure History:90772-postPregnancy:0.767
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.644
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.456
Maternal Procedure History:90746-postPregnancy:-0.363
Maternal Procedure History:81025-postPregnancy:0.361
Maternal Lab History: UREA NITROGEN-postPregnancy:0.319
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.264
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.232
Maternal Lab History: PH-postPregnancy:-0.224
Maternal Lab History: CHLORIDE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 332 | OR_unadj: 0.970 [0.615 1.529] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: CHLORIDE-postPregnancy:1.000
Maternal Lab History: SODIUM-postPregnancy:0.298
Maternal Procedure History:36416-postPregnancy:-0.202
Maternal Lab History: CHLORIDE-otherPregnancy:0.172
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.164
Maternal Lab History: LDL-postPregnancy:-0.163
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.159
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.145
Maternal Lab History: GLOBULIN-postPregnancy:-0.143
Maternal Diagnosis:9ccs41:Ot primry ca-postPregnancy:0.142
Maternal Lab History: SODIUM-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 332 | OR_unadj: 1.008 [0.627 1.620] | indivs AUC:0.449
Correlated most with:
Maternal Lab History: SODIUM-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.335
Maternal Lab History: BUN-postPregnancy:0.311
Maternal Lab History: CHLORIDE-postPregnancy:0.298
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.287
Maternal Lab History: CALCIUM-postPregnancy:0.273
Maternal Lab History: SODIUM-otherPregnancy:0.265
Maternal Procedure History:97032-postPregnancy:-0.229
Maternal Procedure History:97010-postPregnancy:-0.216
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.215
Maternal Lab History: ALBUMIN-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 321 | OR_unadj: 0.826 [0.531 1.287] | indivs AUC:0.464
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:1.000
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.795
Maternal Lab History: CALCIUM-postPregnancy:0.582
Maternal Lab History: Alk Phos-postPregnancy:-0.386
Maternal Lab History: SODIUM-postPregnancy:0.335
Maternal Lab History: HEMATOCRIT-postPregnancy:0.316
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.280
Maternal Lab History: LDH-postPregnancy:-0.272
Maternal Lab History: RBC-postPregnancy:0.268
Maternal Lab History: INR-postPregnancy:0.266
Maternal Lab History: MPV-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 247 | OR_unadj: 1.122 [0.655 1.921] | indivs AUC:0.473
Correlated most with:
Maternal Lab History: MPV-otherPregnancy:1.000
Maternal Lab History: MPV-postPregnancy:0.421
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.420
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.225
Maternal Lab History: Alk Phos-otherPregnancy:0.196
Maternal Lab History: POTASSIUM-otherPregnancy:-0.190
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.168
Maternal Lab History: URINE KETONES-otherPregnancy:0.167
Maternal Lab History: CALCIUM-otherPregnancy:-0.167
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.167
Maternal Lab History: AST-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 269 | OR_unadj: 0.811 [0.398 1.653] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: AST-postPregnancy:1.000
Maternal Lab History: ALT-postPregnancy:0.637
Maternal Lab History: Alk Phos-postPregnancy:0.368
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.361
Maternal Lab History: LDH-postPregnancy:0.300
Maternal Lab History: GAMMA GT-postPregnancy:0.292
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.235
Maternal Lab History: PO2-postPregnancy:0.199
Maternal Lab History: O2 SATURATION-postPregnancy:0.198
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.196
Maternal Lab History: URINE PH-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 236 | OR_unadj: 0.816 [0.438 1.518] | indivs AUC:0.452
Correlated most with:
Maternal Lab History: URINE PH-otherPregnancy:1.000
Maternal Lab History: URINE PH-postPregnancy:0.210
Maternal Lab History: CHLORIDE-otherPregnancy:-0.173
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.147
Maternal Procedure History:S9470-otherPregnancy:0.136
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.133
Maternal Diagnosis:9ccs46:Bnign ut neo-otherPregnancy:-0.133
Maternal Diagnosis:9ccs55:Fluid/elc dx-otherPregnancy:-0.133
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:-0.133
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.132
Maternal Lab History: HEMATOCRIT-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 281 | OR_unadj: 1.080 [0.683 1.709] | indivs AUC:0.554
Correlated most with:
Maternal Lab History: HEMATOCRIT-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.928
Maternal Lab History: RBC-otherPregnancy:0.652
Maternal Lab History: MCV-otherPregnancy:0.361
Maternal Lab History: CALCIUM-otherPregnancy:0.335
Maternal Lab History: RDW-otherPregnancy:-0.333
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.323
Maternal Lab History: HEMATOCRIT-postPregnancy:0.307
Maternal Lab History: ALBUMIN-otherPregnancy:0.292
Maternal Lab History: MCH-otherPregnancy:0.281
Maternal Procedure History:86580-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 233 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.511
Correlated most with:
Maternal Procedure History:86580-otherPregnancy:1.000
Maternal Diagnosis:9ccs3:Oth bact inf:0.273
Maternal Procedure History:86580-postPregnancy:0.267
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.222
Maternal Lab History: FOLATE-otherPregnancy:0.193
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.193
Maternal Lab History: IRON-otherPregnancy:0.193
Maternal Lab History: VITAMIN B-12-otherPregnancy:0.193
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.172
Maternal Lab History: PT-postPregnancy:0.151
Maternal Lab History: CALCIUM-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 332 | OR_unadj: 0.847 [0.539 1.330] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: CALCIUM-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.582
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.538
Maternal Lab History: MAGNESIUM-postPregnancy:-0.342
Maternal Lab History: Alk Phos-postPregnancy:-0.300
Maternal Lab History: HEMATOCRIT-postPregnancy:0.275
Maternal Lab History: SODIUM-postPregnancy:0.273
Maternal Lab History: PTT-postPregnancy:0.271
Maternal Lab History: LDH-postPregnancy:-0.266
Maternal Lab History: INR-postPregnancy:0.255
Maternal Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 178 | OR_unadj: 1.268 [0.843 1.907] | indivs AUC:0.541
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.467
Maternal Diagnosis:9ccs210:SLE:0.100
Maternal Diagnosis:9ccs259:Unclassified:0.100
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.077
Maternal Procedure History:90663-postPregnancy:0.076
Maternal Procedure History:90470-postPregnancy:0.076
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.073
Maternal Lab History: HERPES II IgG-postPregnancy:0.072
Maternal Lab History: WBC-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 281 | OR_unadj: 1.232 [0.769 1.973] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: WBC-otherPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.823
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.574
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.484
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.413
Maternal Lab History: ABS LYMPH-otherPregnancy:0.298
Maternal Lab History: WBC-postPregnancy:0.291
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.283
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.257
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.221
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 237 | OR_unadj: 0.759 [0.418 1.376] | indivs AUC:0.457
Correlated most with:
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.855
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.261
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.256
Maternal Procedure History:86703-otherPregnancy:-0.186
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.151
Maternal Lab History: hCG MoM-otherPregnancy:0.144
Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:-0.140
Maternal Lab History: WBC-otherPregnancy:0.134
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.132
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 639 | OR_unadj: 0.765 [0.576 1.014] | indivs AUC:0.552
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:1.000
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.627
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.616
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.542
Maternal Lab History: CREATININE-postPregnancy:-0.529
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.523
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.493
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.478
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.478
Maternal Lab History: CREATININE-otherPregnancy:-0.452
Maternal Lab History: URINE PH-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 282 | OR_unadj: 0.705 [0.447 1.113] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: URINE PH-postPregnancy:1.000
Maternal Lab History: URINE PH-otherPregnancy:0.210
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.141
Maternal Lab History: AMYLASE-postPregnancy:-0.124
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.122
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.116
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.116
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.115
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.113
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.113
Maternal Procedure History:81000-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 337 | OR_unadj: 0.637 [0.315 1.287] | indivs AUC:0.468
Correlated most with:
Maternal Procedure History:81000-postPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.389
Diagnosis:9ccs129:Asp pneumon:0.257
Maternal Procedure History:99401-postPregnancy:0.255
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.248
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.237
Maternal Procedure History:99000-postPregnancy:0.221
Maternal Procedure History:81000-otherPregnancy:0.220
Maternal Lab History: CREATININE-postPregnancy:-0.218
Maternal Lab History: CREATININE-otherPregnancy:-0.198
Maternal Lab History: POTASSIUM-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 332 | OR_unadj: 1.049 [0.658 1.672] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: POTASSIUM-postPregnancy:1.000
Maternal Lab History: POTASSIUM-otherPregnancy:0.306
Maternal Lab History: CALCIUM-postPregnancy:0.242
Maternal Lab History: ALBUMIN-postPregnancy:0.190
Maternal Lab History: SODIUM-postPregnancy:0.175
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.166
Maternal Diagnosis:9ccs95:Oth nerv dx:0.148
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.145
Maternal Lab History: RETICULOCYTES-postPregnancy:-0.140
Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:-0.140
Maternal Lab History: RBC-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 281 | OR_unadj: 1.324 [0.838 2.089] | indivs AUC:0.552
Correlated most with:
Maternal Lab History: RBC-otherPregnancy:1.000
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.652
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.530
Maternal Lab History: MCV-otherPregnancy:-0.469
Maternal Lab History: MCH-otherPregnancy:-0.377
Maternal Lab History: ALBUMIN-otherPregnancy:0.333
Maternal Lab History: CALCIUM-otherPregnancy:0.293
Maternal Lab History: RBC-postPregnancy:0.292
Maternal Lab History: MCV-postPregnancy:-0.223
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.206
Vital: Wt for Len Percentile-avg3to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:10ccs159:UTI-postPregnancy:0.130
Maternal Procedure History:90472-postPregnancy:0.124
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.119
Maternal Diagnosis:9ccs122:Pneumonia:0.108
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.097
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.092
Maternal Procedure History:90663-postPregnancy:-0.092
Maternal Diagnosis:10ccs657-postPregnancy:-0.089
Maternal Procedure History:90470-postPregnancy:-0.089
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.085
Maternal Lab History: RUBELLA-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 167 | OR_unadj: 0.605 [0.258 1.421] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: RUBELLA-postPregnancy:1.000
Maternal Lab History: RUBELLA-otherPregnancy:0.307
Maternal Diagnosis:9ccs236:Opn wnd extr-postPregnancy:0.277
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.267
Maternal Lab History: VARICELLA IGM-postPregnancy:0.250
Maternal Lab History: Varicella IgG-postPregnancy:-0.216
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.208
Maternal Procedure History:86580-postPregnancy:0.183
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.156
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.155
* Maternal Lab History: TSH THIRD GENERATION-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 77 | OR_unadj: 3.350 [1.306 8.592] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:1.000
Maternal Lab History: FREE T3-otherPregnancy:-0.208
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.181
Maternal Diagnosis:9ccs105:Conduction-postPregnancy:0.161
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.159
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.142
Maternal Lab History: FOLATE-postPregnancy:-0.142
Maternal Lab History: THYROGLOBULIN AB-postPregnancy:-0.138
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.133
Maternal Diagnosis:9ccs155:Other GI dx:-0.129
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.502
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Maternal Diagnosis:9ccs200:Oth skin dx:-0.224
Lab:296169 RETICULOCYTE COUNT- LMC:-0.218
Lab:294203 BILIRUBIN TOTAL - LMC:0.191
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.177
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.139
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.125
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.112
Maternal Lab History: URINE CULTURE-postPregnancy:0.102
Maternal Lab History: HEMOGLOBIN A1-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 221 | OR_unadj: 0.728 [0.424 1.248] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.971
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.280
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.256
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.183
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.180
Maternal Lab History: HCG-otherPregnancy:-0.152
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.146
Maternal Lab History: hCG MoM-otherPregnancy:-0.145
Diagnosis:9ccs52:Nutrit defic:-0.144
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 179 | OR_unadj: 0.756 [0.357 1.602] | indivs AUC:0.480
Correlated most with:
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:1.000
Maternal Lab History: SODIUM-postPregnancy:0.215
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.204
Maternal Procedure History:86703-postPregnancy:0.197
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.184
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.167
Maternal Diagnosis:9ccs105:Conduction-postPregnancy:0.166
Maternal Lab History: BUN-otherPregnancy:0.161
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.145
Maternal Lab History: URIC ACID-postPregnancy:0.136
Vital: Wt for Len Percentile-gain1to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 223 | OR_unadj: 1.424 [0.856 2.368] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:10ccs159:UTI-postPregnancy:0.122
Maternal Procedure History:90472-postPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.113
Maternal Diagnosis:9ccs122:Pneumonia:0.102
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.102
Newborn Diagnosis:9ccs221:Resp distres:-0.094
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.093
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.086
Newborn Diagnosis:9ccs253:Allergy:-0.084
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.080
Maternal Diagnosis:9ccs191:Amnios dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 172 | OR_unadj: 1.271 [0.841 1.923] | indivs AUC:0.532
Correlated most with:
Maternal Diagnosis:9ccs191:Amnios dx:1.000
Newborn Diagnosis:9ccs256:Exam/eval:0.181
Maternal Diagnosis:9ccs184:Early labor:0.130
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.109
Maternal Diagnosis:9ccs195:Ot compl bir:0.105
Newborn Diagnosis:9ccs219:Low birth wt:0.104
Maternal Diagnosis:9ccs244:Other injury:0.102
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.091
Diagnosis:9ccs63:Wht blood dx:0.091
Maternal Diagnosis:9ccs182:Hemorr preg:0.086
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 371 | OR_unadj: 0.872 [0.627 1.214] | indivs AUC:0.583
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.616
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.447
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.410
Maternal Lab History: CREATININE-postPregnancy:-0.356
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.337
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.333
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.325
Maternal Lab History: CREATININE-otherPregnancy:-0.319
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.319
Maternal Lab History: SODIUM-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 222 | OR_unadj: 1.020 [0.598 1.741] | indivs AUC:0.473
Correlated most with:
Maternal Lab History: SODIUM-otherPregnancy:1.000
Maternal Lab History: CHLORIDE-otherPregnancy:0.449
Maternal Lab History: SODIUM-postPregnancy:0.265
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.264
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.216
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.188
Maternal Lab History: ANION GAP-otherPregnancy:0.173
Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.152
Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.152
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.146
* Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.471
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.151
Newborn Diagnosis:9ccs222:Perint jaund:0.115
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.102
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.102
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.102
Diagnosis:9ccs188:Pelvic obstr:0.102
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Diagnosis:9ccs155:Other GI dx:0.090
* Maternal Lab History: WEIGHT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 122 | OR_unadj: 2.031 [1.064 3.878] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: WEIGHT-postPregnancy:1.000
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.335
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.280
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:-0.221
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.213
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.213
Maternal Diagnosis:9ccs250:Nausea/vomit:-0.210
Maternal Lab History: 1 HOUR-postPregnancy:0.190
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.172
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.171
Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.510
Correlated most with:
Newborn Diagnosis:9ccs259:Unclassified:1.000
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.304
Maternal Diagnosis:9ccs186:DM in preg:0.292
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.148
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.122
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.114
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.114
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.114
Maternal Diagnosis:9ccs24:Breast cancr:0.114
Maternal Diagnosis:9ccs4:Mycoses:0.114
Maternal Lab History: ALT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 214 | OR_unadj: 0.994 [0.483 2.045] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: ALT-otherPregnancy:1.000
Maternal Lab History: AST-otherPregnancy:0.706
Maternal Diagnosis:9ccs55:Fluid/elc dx-otherPregnancy:0.444
Maternal Diagnosis:9ccs92:Otitis media-otherPregnancy:0.264
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.260
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.243
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.234
Maternal Lab History: AMYLASE-otherPregnancy:-0.228
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.225
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.206
Maternal Diagnosis:9ccs185:Long pregncy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 410 | OR_unadj: 1.005 [0.737 1.370] | indivs AUC:0.477
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:1.000
Newborn Diagnosis:9ccs224:Ot perint dx:0.438
Maternal Diagnosis:9ccs184:Early labor:-0.142
Maternal Diagnosis:9ccs190:Fetal distrs:0.141
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.140
Newborn Diagnosis:9ccs219:Low birth wt:-0.131
Diagnosis:9ccs253:Allergy:-0.074
Maternal Diagnosis:9ccs183:HTN in preg:-0.074
Diagnosis:9ccs219:Low birth wt:-0.070
Maternal Diagnosis:9ccs195:Ot compl bir:0.069
Maternal Lab History: ESTRIOL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 91 | OR_unadj: 0.851 [0.329 2.200] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: ESTRIOL-otherPregnancy:1.000
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.555
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.373
Maternal Lab History: AFP-otherPregnancy:0.289
Maternal Procedure History:J7300-postPregnancy:0.258
Maternal Procedure History:58300-postPregnancy:0.227
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.212
Maternal Diagnosis:9ccs236:Opn wnd extr-postPregnancy:-0.207
Maternal Lab History: ESTRIOL-postPregnancy:0.199
Maternal Diagnosis:9ccs126:Ot up rsp in:0.187
Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.259
Diagnosis:9ccs91:Other eye dx:0.181
Diagnosis:9ccs47:Ot bnign neo:0.154
Diagnosis:9ccs95:Oth nerv dx:0.112
Diagnosis:9ccs257:Ot aftercare:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs216:Nerv cong an:0.101
Diagnosis:9ccs74:Ot mentl cnd:0.099
Diagnosis:9ccs51:Ot endo dsor:0.099
Maternal Lab History: POTASSIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 222 | OR_unadj: 0.922 [0.493 1.724] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: POTASSIUM-otherPregnancy:1.000
Maternal Lab History: POTASSIUM-postPregnancy:0.306
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.250
Maternal Lab History: CALCIUM-otherPregnancy:0.228
Maternal Lab History: ALBUMIN-otherPregnancy:0.213
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.201
Maternal Lab History: MPV-otherPregnancy:-0.190
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.163
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.157
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.156
Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.149
Maternal Diagnosis:10ccs135:Intest infct-postPregnancy:0.131
Diagnosis:9ccs129:Asp pneumon:0.131
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.131
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.131
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.131
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.131
Diagnosis:9ccs87:Retinal dx:0.131
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.131
Maternal Lab History: CALCIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 222 | OR_unadj: 1.175 [0.712 1.939] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: CALCIUM-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.634
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.549
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.345
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.335
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.322
Maternal Lab History: RBC-otherPregnancy:0.293
Maternal Lab History: POTASSIUM-otherPregnancy:0.228
Maternal Lab History: RDW-otherPregnancy:-0.221
Maternal Lab History: CALCIUM-postPregnancy:0.217
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 338 | OR_unadj: 0.917 [0.653 1.287] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.523
Maternal Lab History: CREATININE-postPregnancy:-0.448
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.447
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.428
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.406
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.344
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.342
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.316
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.308
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 236 | OR_unadj: 1.482 [0.910 2.416] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:1.000
Maternal Lab History: WBC-otherPregnancy:0.823
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.703
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.617
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.552
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.241
Maternal Lab History: WBC-postPregnancy:0.236
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.227
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.192
Maternal Lab History: CHLORIDE-otherPregnancy:-0.174
Maternal Lab History: LDH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 104 | OR_unadj: 0.965 [0.402 2.318] | indivs AUC:0.481
Correlated most with:
Maternal Lab History: LDH-postPregnancy:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.403
Maternal Lab History: Alk Phos-postPregnancy:0.396
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.382
Maternal Lab History: AST-postPregnancy:0.300
Maternal Lab History: ALBUMIN-postPregnancy:-0.272
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.270
Maternal Lab History: CALCIUM-postPregnancy:-0.266
Maternal Lab History: MAGNESIUM-postPregnancy:0.244
Maternal Diagnosis:9ccs67:Subst-r mntl:0.243
Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:0.196
Maternal Diagnosis:9ccs49:DiabMel no c:0.121
Maternal Diagnosis:9ccs215:gu cong anom:0.115
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.108
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.106
Maternal Lab History: RUBELLA-postPregnancy:-0.103
Diagnosis:9ccs214:GI cong anom:0.093
Diagnosis:9ccs4:Mycoses:0.087
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.082
Diagnosis:9ccs233:Intracrn inj:-0.079
Maternal Lab History: HEMOGLOBIN A2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 226 | OR_unadj: 0.844 [0.463 1.535] | indivs AUC:0.479
Correlated most with:
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.971
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.261
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.246
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.208
Maternal Lab History: ABS LYMPH-otherPregnancy:0.161
Diagnosis:9ccs52:Nutrit defic:0.150
Maternal Procedure History:36416-postPregnancy:0.149
Maternal Lab History: hCG MoM-otherPregnancy:0.146
Maternal Lab History: INHMOM-otherPregnancy:0.141
Maternal Lab History: NO. OF FETUSES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 173 | OR_unadj: nan [ nan nan] | indivs AUC:0.476
Correlated most with:
Maternal Lab History: NO. OF FETUSES-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.397
Maternal Lab History: CREATININE-postPregnancy:0.342
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.287
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.279
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.260
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.257
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.251
Maternal Lab History: CREATININE-otherPregnancy:0.247
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.239
Maternal Diagnosis:9ccs190:Fetal distrs | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 378 | OR_unadj: 0.848 [0.610 1.181] | indivs AUC:0.440
Correlated most with:
Maternal Diagnosis:9ccs190:Fetal distrs:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.147
Maternal Diagnosis:9ccs185:Long pregncy:0.141
Maternal Diagnosis:9ccs195:Ot compl bir:0.102
Maternal Diagnosis:9ccs176:Contraceptiv:-0.085
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.079
Diagnosis:9ccs61:Sickle cell:0.078
Maternal Procedure History:36415-otherPregnancy:0.072
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.070
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.070
Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.246
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs7:Viral infect:0.153
Diagnosis:9ccs126:Ot up rsp in:0.144
Diagnosis:9ccs239:Superfic inj:0.136
Diagnosis:9ccs10:Immuniz/scrn:0.130
Diagnosis:9ccs250:Nausea/vomit:0.124
Diagnosis:9ccs133:Oth low resp:0.116
Diagnosis:9ccs91:Other eye dx:0.113
Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs200:Oth skin dx:1.000
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.296
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.268
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.258
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.199
Maternal Lab History: PROLACTIN-postPregnancy:0.175
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.166
Maternal Lab History: TP VOLUME-postPregnancy:0.165
Newborn Diagnosis:9ccs215:gu cong anom:0.122
Diagnosis:9ccs95:Oth nerv dx:0.108
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 237 | OR_unadj: 1.369 [0.873 2.146] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.847
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.703
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.571
Maternal Lab History: WBC-otherPregnancy:0.413
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.241
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.223
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.199
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.177
Newborn Diagnosis:9ccs5:HIV infectn:-0.175
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 131 | OR_unadj: 1.045 [0.525 2.080] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.329
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.285
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.278
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.184
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.179
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.171
Maternal Lab History: 2 HOUR-postPregnancy:0.154
Maternal Procedure History:99211-otherPregnancy:0.151
Maternal Lab History: TSH-postPregnancy:-0.144
Maternal Lab History: CARBON DIOXIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 222 | OR_unadj: 1.210 [0.748 1.956] | indivs AUC:0.554
Correlated most with:
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.345
Maternal Lab History: CALCIUM-otherPregnancy:0.345
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.297
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.269
Maternal Lab History: SODIUM-otherPregnancy:0.264
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.254
Maternal Lab History: ANION GAP-otherPregnancy:-0.253
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.210
Maternal Lab History: Alk Phos-otherPregnancy:-0.197
Maternal Lab History: AST-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 201 | OR_unadj: 0.983 [0.511 1.891] | indivs AUC:0.463
Correlated most with:
Maternal Lab History: AST-otherPregnancy:1.000
Maternal Lab History: ALT-otherPregnancy:0.706
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.314
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.246
Maternal Lab History: AMYLASE-otherPregnancy:-0.236
Maternal Diagnosis:9ccs55:Fluid/elc dx-otherPregnancy:0.222
Maternal Lab History: Alk Phos-otherPregnancy:0.202
Maternal Lab History: LIPASE-otherPregnancy:-0.189
Maternal Diagnosis:9ccs2603:E Codes: Fall-otherPregnancy:0.174
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.166
Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs61:Sickle cell:0.111
Maternal Diagnosis:9ccs53:Hyperlipidem:0.101
Diagnosis:9ccs96:Hrt valve dx:0.096
Diagnosis:9ccs242:Poisn ot med:0.093
Maternal Diagnosis:9ccs102:Chest pain:0.091
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.091
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.091
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.091
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.091
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 236 | OR_unadj: 1.016 [0.619 1.668] | indivs AUC:0.534
Correlated most with:
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.261
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.192
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.180
Maternal Lab History: WBC-otherPregnancy:-0.174
Maternal Lab History: T-3(Total)-otherPregnancy:0.164
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.148
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.143
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.142
Maternal Lab History: NT MoM-otherPregnancy:-0.139
* Maternal Lab History: TRIGLYCERIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 126 | OR_unadj: 2.633 [1.381 5.022] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: TRIGLYCERIDE-postPregnancy:1.000
Maternal Lab History: VLDL-postPregnancy:0.763
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.672
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.403
Maternal Lab History: CHOLESTEROL-postPregnancy:0.390
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.364
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.323
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.323
Maternal Lab History: LH-postPregnancy:-0.286
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.265
Vital: Temp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 122 | OR_unadj: 1.356 [0.745 2.467] | indivs AUC:0.530
Correlated most with:
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.238
Maternal Procedure History:36415-otherPregnancy:-0.219
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.200
Maternal Lab History: eGFR-otherPregnancy:0.185
Maternal Lab History: CALCIUM-otherPregnancy:-0.174
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.172
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.165
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.165
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.161
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.152
Maternal Lab History: hCG MoM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 101 | OR_unadj: 0.542 [0.193 1.528] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: hCG MoM-otherPregnancy:1.000
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.789
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.430
Maternal Lab History: WEIGHT-otherPregnancy:-0.320
Maternal Diagnosis:9ccs236:Opn wnd extr-postPregnancy:0.289
Maternal Lab History: HCG-otherPregnancy:0.281
Maternal Lab History: BETA HCG FREE-postPregnancy:0.244
Maternal Lab History: hCG MoM-postPregnancy:0.244
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.174
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.168
Maternal Lab History: ESTRIOL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 164 | OR_unadj: 1.485 [0.828 2.663] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: ESTRIOL-postPregnancy:1.000
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.458
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.253
Maternal Lab History: APF MoM-postPregnancy:0.230
Maternal Lab History: ESTRIOL-otherPregnancy:0.199
Maternal Diagnosis:9ccs236:Opn wnd extr-postPregnancy:-0.189
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.188
Diagnosis:9ccs233:Intracrn inj:-0.178
Maternal Lab History: INHMOM-postPregnancy:0.175
Maternal Lab History: hCG MoM-postPregnancy:-0.171
Maternal Lab History: RUBELLA-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 109 | OR_unadj: 0.994 [0.413 2.392] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: RUBELLA-otherPregnancy:1.000
Maternal Lab History: RUBELLA-postPregnancy:0.307
Maternal Diagnosis:9ccs236:Opn wnd extr-postPregnancy:0.282
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.205
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.189
Maternal Lab History: COLONY COUNT-otherPregnancy:0.160
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.145
Maternal Lab History: CHLORIDE-otherPregnancy:-0.144
Maternal Lab History: CALCIUM-otherPregnancy:0.137
Maternal Lab History: LDH-otherPregnancy:-0.133
Maternal Lab History: POLYS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 144 | OR_unadj: 1.016 [0.527 1.959] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: POLYS-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.348
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.301
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.288
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.281
Maternal Lab History: MONOS-postPregnancy:-0.262
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.245
Maternal Lab History: BASOPHIL-postPregnancy:-0.244
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.238
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.215
Maternal Lab History: BASOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 251 | OR_unadj: 0.750 [0.414 1.360] | indivs AUC:0.444
Correlated most with:
Maternal Lab History: BASOPHIL-otherPregnancy:1.000
Maternal Lab History: POLYS-otherPregnancy:-0.201
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.175
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.165
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.160
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.158
Maternal Lab History: BASOPHIL-postPregnancy:0.151
Maternal Lab History: NT MoM-otherPregnancy:0.145
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.143
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.142
Maternal Lab History: CREATININE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 330 | OR_unadj: nan [ nan nan] | indivs AUC:0.441
Correlated most with:
Maternal Lab History: CREATININE-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.529
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.467
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.448
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.416
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.359
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.356
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.342
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.334
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.317
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.508
Correlated most with:
Newborn Diagnosis:9ccs223:Birth trauma:1.000
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.228
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.228
Maternal Procedure History:36416-postPregnancy:0.211
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.198
Diagnosis:9ccs223:Birth trauma:0.196
Maternal Lab History: THYROGLOBULIN AB-postPregnancy:0.163
Maternal Diagnosis:9ccs120:Hemmorhoids:0.160
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.160
Maternal Diagnosis:9ccs188:Pelvic obstr:0.153
Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.539
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs92:Otitis media:0.231
Diagnosis:9ccs7:Viral infect:0.205
Diagnosis:9ccs126:Ot up rsp in:0.191
Number of Visits:0.174
Diagnosis:9ccs10:Immuniz/scrn:0.143
Diagnosis:9ccs125:Bronchitis:0.129
Diagnosis:9ccs255:Social admin:0.125
Diagnosis:9ccs133:Oth low resp:0.117
Diagnosis:9ccs135:Intest infct:0.112
Maternal Lab History: TOTAL PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 216 | OR_unadj: 0.935 [0.532 1.643] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.796
Maternal Lab History: CALCIUM-otherPregnancy:0.549
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.297
Maternal Lab History: CHLORIDE-otherPregnancy:-0.289
Maternal Lab History: GLOBULIN-otherPregnancy:0.275
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.233
Maternal Lab History: RBC-otherPregnancy:0.206
Maternal Lab History: POTASSIUM-otherPregnancy:0.201
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.187
Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.206
Diagnosis:9ccs126:Ot up rsp in:0.190
Diagnosis:9ccs92:Otitis media:0.183
Diagnosis:9ccs7:Viral infect:0.156
Diagnosis:9ccs10:Immuniz/scrn:0.147
Diagnosis:9ccs125:Bronchitis:0.131
Diagnosis:9ccs253:Allergy:0.129
Diagnosis:9ccs255:Social admin:0.124
Diagnosis:9ccs257:Ot aftercare:0.120
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.465
Correlated most with:
Newborn Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Diagnosis:9ccs185:Long pregncy:0.438
Newborn Diagnosis:9ccs96:Hrt valve dx:0.129
Newborn Diagnosis:9ccs256:Exam/eval:0.127
Newborn Diagnosis:9ccs222:Perint jaund:0.105
Maternal Diagnosis:9ccs195:Ot compl bir:0.101
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.101
Newborn Diagnosis:9ccs95:Oth nerv dx:0.085
Diagnosis:9ccs253:Allergy:-0.080
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070
Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.562
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Maternal Diagnosis:9ccs133:Oth low resp:0.103
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs136:Teeth dx:0.088
Diagnosis:9ccs137:Mouth dx:0.083
Diagnosis:9ccs239:Superfic inj:0.080
Diagnosis:9ccs229:Fx arm:0.079
Diagnosis:9ccs2:Septicemia:0.079
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.079
Diagnosis:9ccs90:Eye infectn:0.077
* Maternal Diagnosis:9ccs189:Prev c-sectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 275 | OR_unadj: 1.564 [1.125 2.174] | indivs AUC:0.569
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.327
Maternal Diagnosis:9ccs176:Contraceptiv:0.239
MatDeliveryAge:0.175
Maternal Diagnosis:9ccs168:PID:0.156
Maternal Diagnosis:9ccs190:Fetal distrs:-0.147
Maternal Diagnosis:9ccs185:Long pregncy:-0.140
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.110
Maternal Lab History: 1 HOUR-postPregnancy:-0.103
Newborn Diagnosis:9ccs224:Ot perint dx:-0.101
Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.502
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:1.000
Diagnosis:9ccs243:Poisn nonmed:-0.414
Maternal Diagnosis:9ccs56:Cystic fibro:0.272
Diagnosis:9ccs105:Conduction:-0.268
Diagnosis:9ccs106:Dysrhythmia:-0.190
Maternal Diagnosis:9ccs255:Social admin:-0.190
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.190
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.180
Maternal Lab History: TP PERIOD-postPregnancy:-0.180
Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.173
Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Diagnosis:9ccs128:Asthma:0.220
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.182
Diagnosis:9ccs126:Ot up rsp in:0.167
Diagnosis:9ccs127:COPD:0.166
Diagnosis:9ccs122:Pneumonia:0.161
Diagnosis:9ccs125:Bronchitis:0.156
Diagnosis:9ccs257:Ot aftercare:0.147
Diagnosis:9ccs256:Exam/eval:0.146
Maternal Procedure History:99000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 350 | OR_unadj: 0.959 [0.536 1.719] | indivs AUC:0.483
Correlated most with:
Maternal Procedure History:99000-postPregnancy:1.000
Maternal Procedure History:99000-otherPregnancy:-0.253
Maternal Procedure History:81000-postPregnancy:0.221
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.173
Maternal Diagnosis:9ccs240:Burns-postPregnancy:0.172
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.161
Maternal Lab History: BILE ACIDS-otherPregnancy:0.145
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.144
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.144
Maternal Lab History: T-3(Total)-otherPregnancy:-0.144
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 125 | OR_unadj: 0.504 [0.180 1.416] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:1.000
Newborn Diagnosis:9ccs47:Ot bnign neo:-0.251
Maternal Diagnosis:9ccs96:Hrt valve dx:-0.178
Maternal Lab History: CMV AB (IGM)-postPregnancy:-0.177
Maternal Lab History: CMV AB (IGG)-postPregnancy:0.177
Maternal Procedure History:90658-postPregnancy:-0.174
Maternal Lab History: POTASSIUM-postPregnancy:-0.145
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:-0.132
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.126
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.123
Maternal Lab History: MONOS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 144 | OR_unadj: 1.430 [0.767 2.666] | indivs AUC:0.531
Correlated most with:
Maternal Lab History: MONOS-postPregnancy:1.000
Maternal Lab History: MONOS-otherPregnancy:0.269
Maternal Lab History: POLYS-postPregnancy:-0.262
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.186
Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:-0.178
Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:-0.178
Maternal Lab History: BASOPHIL-postPregnancy:0.170
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.166
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.161
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.161
Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Number of Visits:0.231
Diagnosis:9ccs126:Ot up rsp in:0.228
Diagnosis:9ccs92:Otitis media:0.226
Diagnosis:9ccs125:Bronchitis:0.216
Diagnosis:9ccs10:Immuniz/scrn:0.194
Diagnosis:9ccs255:Social admin:0.190
Diagnosis:9ccs7:Viral infect:0.169
Diagnosis:9ccs253:Allergy:0.157
Diagnosis:9ccs128:Asthma:0.152
* Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.523
Correlated most with:
Newborn Diagnosis:9ccs256:Exam/eval:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.306
Maternal Diagnosis:9ccs184:Early labor:0.225
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.206
Newborn Diagnosis:9ccs221:Resp distres:0.197
Newborn Diagnosis:9ccs222:Perint jaund:0.192
Diagnosis:9ccs219:Low birth wt:0.187
Maternal Diagnosis:9ccs191:Amnios dx:0.181
Maternal Diagnosis:9ccs195:Ot compl bir:0.154
Newborn Diagnosis:9ccs224:Ot perint dx:0.127
Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs200:Oth skin dx:0.104
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.095
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.090
Diagnosis:9ccs94:Other ear dx:0.084
Diagnosis:9ccs133:Oth low resp:0.084
Diagnosis:9ccs211:Ot conn tiss:0.081
Diagnosis:9ccs61:Sickle cell:0.075
Diagnosis:9ccs257:Ot aftercare:0.075
Maternal Diagnosis:9ccs193:OB-related perin trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 695 | OR_unadj: 0.781 [0.592 1.029] | indivs AUC:0.441
Correlated most with:
Maternal Diagnosis:9ccs193:OB-related perin trauma:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.327
Maternal Diagnosis:9ccs187:Malposition:-0.183
Maternal Diagnosis:9ccs176:Contraceptiv:-0.123
Maternal Diagnosis:9ccs195:Ot compl bir:-0.120
MatDeliveryAge:-0.114
Maternal Diagnosis:9ccs184:Early labor:-0.108
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.105
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.100
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.096
* Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.469
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.201
Number of Visits:0.184
Diagnosis:9ccs155:Other GI dx:0.168
Diagnosis:9ccs7:Viral infect:0.158
Diagnosis:9ccs256:Exam/eval:0.140
Diagnosis:9ccs239:Superfic inj:0.138
Diagnosis:9ccs126:Ot up rsp in:0.119
Diagnosis:9ccs255:Social admin:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.106
Maternal Lab History: AFP-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 86 | OR_unadj: 0.657 [0.231 1.868] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: AFP-otherPregnancy:1.000
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.412
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.328
Maternal Lab History: ESTRIOL-otherPregnancy:0.289
Maternal Diagnosis:9ccs9:Sexual Infxs:0.281
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.244
Maternal Lab History: AFP-postPregnancy:0.209
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.190
Maternal Diagnosis:9ccs136:Teeth dx-otherPregnancy:0.190
Maternal Lab History: WEIGHT-otherPregnancy:-0.167
Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.148
Diagnosis:9ccs229:Fx arm:0.148
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.148
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.131
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.130
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.130
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.130
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.130
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.130
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs258:Other screen:0.143
Diagnosis:9ccs7:Viral infect:0.130
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.119
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.119
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs140:Gastritis:0.096
Number of Visits:0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs197:Skin infectn:0.088
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.586 [0.208 1.658] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:1.000
Maternal Lab History: TSH-otherPregnancy:0.331
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.263
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.262
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.229
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.218
Maternal Lab History: MONOCYTE-postPregnancy:0.216
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.179
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176
Maternal Lab History: HERPES I IgG-otherPregnancy:-0.173
Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.150
Number of Visits:0.143
Diagnosis:9ccs133:Oth low resp:0.134
Diagnosis:9ccs126:Ot up rsp in:0.114
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.096
Diagnosis:9ccs90:Eye infectn:0.095
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.095
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.095
Maternal Diagnosis:9ccs215:gu cong anom-otherPregnancy:0.095
Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs253:Allergy:0.177
Diagnosis:9ccs200:Oth skin dx:0.102
Number of Visits:0.102
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.087
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.086
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.079
Maternal Diagnosis:9ccs64:Ot hematl dx-postPregnancy:0.077
Diagnosis:9ccs7:Viral infect:0.077
Diagnosis:9ccs256:Exam/eval:0.076
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.512
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:296169 RETICULOCYTE COUNT- LMC:-0.210
Lab:295669 BILIRUBIN DIRECT - LMC:0.191
Diagnosis:9ccs222:Perint jaund:-0.151
Diagnosis:9ccs151:Oth liver dx:-0.128
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.114
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.105
Maternal Lab History: LH-postPregnancy:0.100
Lab:294495 LEAD, BLOOD - LMC:-0.100
Diagnosis:9ccs58:Ot nutrit dx:0.092
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs155:Other GI dx:0.124
Number of Visits:0.122
Diagnosis:9ccs141:Ot dx stomch:0.120
Diagnosis:9ccs233:Intracrn inj:0.103
Diagnosis:9ccs73:Preadult dx:0.103
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.103
Newborn Diagnosis:9ccs59:Anemia:0.103
Diagnosis:9ccs120:Hemmorhoids:0.103
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.103
Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs95:Oth nerv dx:0.195
Diagnosis:9ccs113:Late eff CVD:0.180
Number of Visits:0.131
Newborn Diagnosis:9ccs219:Low birth wt:0.126
Diagnosis:9ccs159:UTI:0.115
Diagnosis:9ccs94:Other ear dx:0.111
Diagnosis:9ccs58:Ot nutrit dx:0.102
Diagnosis:9ccs238:Complic proc:0.100
Diagnosis:9ccs217:Ot cong anom:0.099
Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.117
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.105
Diagnosis:9ccs122:Pneumonia:0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.096
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.096
Diagnosis:9ccs159:UTI:0.096
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.091
Diagnosis:9ccs243:Poisn nonmed:0.091
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Diagnosis:9ccs168:PID:0.178
Maternal Lab History: A/G-otherPregnancy:-0.166
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.154
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.148
Maternal Lab History: GLOBULIN-otherPregnancy:0.141
Diagnosis:9ccs205:Back problem:0.140
Maternal Lab History: AST (SGOT)-otherPregnancy:0.131
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.130
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.130
Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Number of Visits:0.306
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs10:Immuniz/scrn:0.207
Diagnosis:9ccs90:Eye infectn:0.205
Diagnosis:9ccs255:Social admin:0.187
Diagnosis:9ccs133:Oth low resp:0.182
Diagnosis:9ccs92:Otitis media:0.174
Diagnosis:9ccs257:Ot aftercare:0.169
Diagnosis:9ccs125:Bronchitis:0.159
Maternal Diagnosis:9ccs192:Umbil cord | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 0.818 [0.467 1.430] | indivs AUC:0.480
Correlated most with:
Maternal Diagnosis:9ccs192:Umbil cord:1.000
Diagnosis:9ccs171:Menstrual dx:0.126
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.089
Diagnosis:9ccs120:Hemmorhoids:0.089
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.089
Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.089
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.089
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.089
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.089
Maternal Diagnosis:9ccs235:Opn wnd head:0.089
Maternal Lab History: ANION GAP-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 96 | OR_unadj: 0.416 [0.128 1.354] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: ANION GAP-otherPregnancy:1.000
Maternal Lab History: ANION GAP-postPregnancy:0.357
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.253
Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.189
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.177
Maternal Lab History: SODIUM-otherPregnancy:0.173
Newborn Diagnosis:9ccs197:Skin infectn:0.173
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.172
Maternal Lab History: INHMOM-otherPregnancy:0.171
Maternal Procedure History:S9470-otherPregnancy:0.157
Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs128:Asthma:0.241
Diagnosis:9ccs92:Otitis media:0.228
Diagnosis:9ccs257:Ot aftercare:0.216
Number of Visits:0.180
Diagnosis:9ccs126:Ot up rsp in:0.165
Diagnosis:9ccs122:Pneumonia:0.164
Diagnosis:9ccs7:Viral infect:0.159
Diagnosis:9ccs133:Oth low resp:0.156
Diagnosis:9ccs135:Intest infct:0.131
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.490
Correlated most with:
Newborn Diagnosis:9ccs217:Ot cong anom:1.000
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.137
Diagnosis:9ccs142:Appendicitis:0.137
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.137
Maternal Lab History: Immunoglobulin E-postPregnancy:0.124
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.119
Maternal Procedure History:93005-postPregnancy:0.115
Diagnosis:9ccs211:Ot conn tiss:0.107
Maternal Lab History: URINE SUGAR-postPregnancy:0.106
Lab:296169 RETICULOCYTE COUNT- LMC:0.100
Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.756
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.172
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.172
Diagnosis:9ccs2620:E Codes: Unspecified:0.172
Newborn Diagnosis:9ccs95:Oth nerv dx:0.150
Maternal Lab History: LH-postPregnancy:-0.144
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.140
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.135
Diagnosis:9ccs196:Nml preg/del:0.120
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.284
Diagnosis:9ccs217:Ot cong anom:0.181
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.115
Diagnosis:9ccs155:Other GI dx:0.113
Diagnosis:9ccs90:Eye infectn:0.101
Number of Visits:0.095
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.093
Diagnosis:9ccs10:Immuniz/scrn:0.086
Diagnosis:9ccs233:Intracrn inj:0.081
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.240
Number of Visits:0.160
Diagnosis:9ccs257:Ot aftercare:0.118
Diagnosis:9ccs74:Ot mentl cnd:0.115
Diagnosis:9ccs125:Bronchitis:0.113
Diagnosis:9ccs92:Otitis media:0.106
Diagnosis:9ccs163:Other GU dx:0.106
Newborn Diagnosis:9ccs134:Ot uppr resp:0.103
Maternal Diagnosis:9ccs160:Urin stone:0.103
Maternal Procedure History:81025-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 192 | OR_unadj: 1.195 [0.632 2.260] | indivs AUC:0.443
Correlated most with:
Maternal Procedure History:81025-postPregnancy:1.000
Maternal Procedure History:J1055-postPregnancy:0.361
Maternal Procedure History:90772-postPregnancy:0.339
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.298
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.213
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.210
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.193
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.176
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.175
Maternal Lab History: GAMMA GT-postPregnancy:0.165
Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.505
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Diagnosis:9ccs59:Anemia:-0.165
Newborn Diagnosis:9ccs59:Anemia:-0.163
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.163
Diagnosis:9ccs132:Lung externl:-0.163
Maternal Lab History: A/G-otherPregnancy:0.156
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:-0.144
Maternal Lab History: CHOLIC ACID-postPregnancy:-0.143
Maternal Lab History: BILE ACIDS-postPregnancy:-0.142
Maternal Lab History: A/G-postPregnancy:0.141
Maternal Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 98 | OR_unadj: 0.854 [0.469 1.555] | indivs AUC:0.487
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.379
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.139
Maternal Diagnosis:9ccs96:Hrt valve dx:0.139
Maternal Diagnosis:9ccs5:HIV infectn:0.113
Maternal Diagnosis:9ccs126:Ot up rsp in:0.110
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.098
Newborn Diagnosis:9ccs5:HIV infectn:0.098
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.098
Maternal Diagnosis:9ccs73:Preadult dx:0.098
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs7:Viral infect:0.127
Maternal Diagnosis:9ccs41:Ot primry ca-postPregnancy:0.120
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.120
Number of Visits:0.109
Diagnosis:9ccs92:Otitis media:0.103
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.090
Maternal Lab History: GLOBULIN-otherPregnancy:0.089
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.083
Diagnosis:9ccs197:Skin infectn:0.083
* Maternal Diagnosis:9ccs186:DM in preg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 164 | OR_unadj: 2.045 [1.396 2.995] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg:1.000
Maternal Diagnosis:9ccs49:DiabMel no c:0.409
Newborn Diagnosis:9ccs259:Unclassified:0.292
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.243
MatDeliveryAge:0.211
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.169
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.166
Maternal Diagnosis:9ccs176:Contraceptiv:0.135
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.126
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.123
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.519
Correlated most with:
Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000
Newborn Diagnosis:9ccs94:Other ear dx:0.316
Newborn Diagnosis:9ccs219:Low birth wt:-0.312
Newborn Diagnosis:9ccs259:Unclassified:-0.304
Newborn Diagnosis:9ccs0:No DX:-0.234
Newborn Diagnosis:9ccs256:Exam/eval:-0.206
Maternal Diagnosis:9ccs184:Early labor:-0.201
Newborn Diagnosis:9ccs222:Perint jaund:-0.181
Newborn Diagnosis:9ccs221:Resp distres:-0.140
Diagnosis:9ccs219:Low birth wt:-0.123
Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.169
Diagnosis:10ccs238:Complic proc:0.147
Diagnosis:9ccs2604:E Codes: Fire/burn:0.147
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.147
Diagnosis:9ccs16:Liver/ibd ca:0.133
Lab:323825 STREP SCREEN THROAT - Sunrise:0.122
Maternal Lab History: HERPES I IgG-otherPregnancy:0.111
Maternal Diagnosis:9ccs105:Conduction-postPregnancy:-0.101
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.099
Newborn Diagnosis:9ccs216:Nerv cong an:0.094
Maternal Diagnosis:9ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.641 [0.328 1.251] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.310
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.254
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.229
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.228
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.217
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.216
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.206
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.193
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.184
Maternal Lab History: AFP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.763 [0.322 1.808] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: AFP-postPregnancy:1.000
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.378
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.348
Newborn Diagnosis:9ccs216:Nerv cong an:0.305
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.219
Maternal Lab History: AFP-otherPregnancy:0.209
Maternal Lab History: 3 HOUR-postPregnancy:0.202
Maternal Lab History: PATIENT-postPregnancy:0.195
Maternal Lab History: APTT-postPregnancy:0.195
Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.195
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.521
Correlated most with:
Newborn Diagnosis:9ccs94:Other ear dx:1.000
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.316
Newborn Diagnosis:9ccs0:No DX:-0.294
Maternal Diagnosis:9ccs215:gu cong anom-otherPregnancy:-0.149
Maternal Diagnosis:9ccs159:UTI:-0.132
Maternal Diagnosis:9ccs249:Shock:-0.131
Maternal Diagnosis:9ccs157:Ac renl fail:-0.131
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:-0.131
Diagnosis:9ccs87:Retinal dx:-0.131
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:-0.131
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 144 | OR_unadj: 0.958 [0.591 1.554] | indivs AUC:0.541
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:1.000
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.368
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.358
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.357
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.307
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.305
Maternal Lab History: CREATININE-postPregnancy:-0.288
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.270
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.267
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.266
Maternal Lab History: LDL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 66 | OR_unadj: 2.065 [0.953 4.477] | indivs AUC:0.479
Correlated most with:
Maternal Lab History: LDL-postPregnancy:1.000
Maternal Lab History: CHOLESTEROL-postPregnancy:0.699
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.330
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.305
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.296
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.278
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.264
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.238
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.211
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.205
Maternal Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 1.360 [0.552 3.350] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs188:Pelvic obstr:1.000
Diagnosis:9ccs188:Pelvic obstr:0.252
Maternal Diagnosis:9ccs136:Teeth dx-otherPregnancy:0.204
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.178
Diagnosis:9ccs199:Ulcer skin:0.178
Newborn Diagnosis:9ccs176:Contraceptiv:0.178
Diagnosis:9ccs145:Int obstruct:0.178
Maternal Procedure History:36416-postPregnancy:0.165
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.156
Newborn Diagnosis:9ccs223:Birth trauma:0.153
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Number of Visits:0.138
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.109
Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.106
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.106
Diagnosis:9ccs74:Ot mentl cnd:0.102
Lab:294203 BILIRUBIN TOTAL - LMC:0.092
Diagnosis:9ccs256:Exam/eval:0.090
Diagnosis:9ccs253:Allergy:0.088
Diagnosis:9ccs155:Other GI dx:0.087
Maternal Lab History: BETA HCG FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.529 [0.188 1.488] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: BETA HCG FREE-postPregnancy:1.000
Maternal Lab History: hCG MoM-postPregnancy:0.729
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.384
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.374
Maternal Lab History: AFP-postPregnancy:-0.348
Maternal Lab History: WEIGHT-postPregnancy:-0.335
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.305
Maternal Lab History: ESTRIOL FREE-postPregnancy:-0.292
Maternal Lab History: ESTRIOL-postPregnancy:-0.253
Maternal Lab History: hCG MoM-otherPregnancy:0.244
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 142 | OR_unadj: 0.698 [0.273 1.786] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:1.000
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.221
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.137
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.134
Maternal Diagnosis:9ccs123:Influenza-otherPregnancy:0.134
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.134
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.134
Diagnosis:9ccs232:Sprain:0.134
Diagnosis:9ccs199:Ulcer skin:0.134
Newborn Diagnosis:9ccs197:Skin infectn:0.134
* Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.199
Lab:296169 RETICULOCYTE COUNT- LMC:0.142
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.142
Maternal Diagnosis:9ccs133:Oth low resp:0.138
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.138
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.121
Maternal Procedure History:J7300-postPregnancy:0.113
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:0.111
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.099
Maternal Diagnosis:9ccs187:Malposition | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 104 | OR_unadj: 1.463 [0.889 2.408] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs187:Malposition:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.183
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.165
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.125
Maternal Diagnosis:9ccs184:Early labor:0.112
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.106
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.102
Maternal Diagnosis:9ccs3:Oth bact inf:0.095
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.095
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.095
Maternal Lab History: BETA HCG FREE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 86 | OR_unadj: 0.178 [0.024 1.313] | indivs AUC:0.480
Correlated most with:
Maternal Lab History: BETA HCG FREE-otherPregnancy:1.000
Maternal Lab History: hCG MoM-otherPregnancy:0.789
Maternal Lab History: WEIGHT-otherPregnancy:-0.365
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.334
Maternal Diagnosis:9ccs236:Opn wnd extr-postPregnancy:0.330
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.316
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.309
Maternal Lab History: BETA HCG FREE-postPregnancy:0.305
Maternal Lab History: hCG MoM-postPregnancy:0.240
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.231
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 1.473 [0.635 3.420] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:1.000
Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.443
Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.443
Maternal Diagnosis:10ccs46:Bnign ut neo-otherPregnancy:0.427
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.427
Maternal Diagnosis:9ccs178:Induc abortn-otherPregnancy:0.427
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.327
Maternal Lab History: LDL-otherPregnancy:0.325
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.299
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.287
Maternal Diagnosis:9ccs168:PID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 0.617 [0.342 1.113] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs168:PID-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.344
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.335
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.299
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.276
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.275
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.239
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.238
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.227
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.217
Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.525
Diagnosis:9ccs117:Ot circul dx:0.230
Newborn Diagnosis:9ccs96:Hrt valve dx:0.220
Newborn Diagnosis:9ccs213:Cardiac anom:0.181
Maternal Diagnosis:9ccs255:Social admin:0.108
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.108
Maternal Procedure History:96372-otherPregnancy:0.107
Diagnosis:9ccs259:Unclassified:0.096
Diagnosis:9ccs10:Immuniz/scrn:0.090
Maternal Lab History: CHLORIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.364 [0.840 2.215] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: CHLORIDE-otherPregnancy:1.000
Maternal Lab History: SODIUM-otherPregnancy:0.449
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.289
Maternal Lab History: ALBUMIN-otherPregnancy:-0.244
Maternal Lab History: URINE KETONES-otherPregnancy:-0.218
Maternal Lab History: 2 HOUR-otherPregnancy:0.208
Maternal Lab History: CALCIUM-otherPregnancy:-0.208
Maternal Lab History: PT-otherPregnancy:-0.206
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.185
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.185
Maternal Lab History: CREATININE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: nan [ nan nan] | indivs AUC:0.468
Correlated most with:
Maternal Lab History: CREATININE-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.790
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.732
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.725
Maternal Procedure History:99000-otherPregnancy:0.462
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.452
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.438
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.421
Maternal Procedure History:90656-otherPregnancy:0.386
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.381
Maternal Lab History: BUN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.873 [0.389 1.957] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: BUN-otherPregnancy:1.000
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.334
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.283
Maternal Lab History: GFR Calculation-otherPregnancy:-0.265
Maternal Lab History: GFR in African American-otherPregnancy:-0.265
Maternal Lab History: HCG-otherPregnancy:0.202
Maternal Lab History: BUN-postPregnancy:0.200
Newborn Diagnosis:9ccs47:Ot bnign neo:0.171
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.161
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.161
Maternal Lab History: ABS MONOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.333 [0.822 2.163] | indivs AUC:0.525
Correlated most with:
Maternal Lab History: ABS MONOCYTES-otherPregnancy:1.000
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.648
Maternal Lab History: WBC-otherPregnancy:0.574
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.552
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.315
Maternal Lab History: ABS LYMPH-otherPregnancy:0.309
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.236
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.223
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.193
Maternal Lab History: WBC-postPregnancy:0.176
Maternal Diagnosis:9ccs184:Early labor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 1.521 [0.923 2.509] | indivs AUC:0.516
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.722
Diagnosis:9ccs219:Low birth wt:0.435
Newborn Diagnosis:9ccs256:Exam/eval:0.225
Newborn Diagnosis:9ccs222:Perint jaund:0.207
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.201
Newborn Diagnosis:9ccs221:Resp distres:0.201
Newborn Diagnosis:9ccs253:Allergy:0.176
Maternal Diagnosis:9ccs98:HTN:0.153
Maternal Diagnosis:9ccs182:Hemorr preg:0.152
Maternal Lab History: ESTRIOL FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 1.346 [0.643 2.819] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: ESTRIOL FREE-postPregnancy:1.000
Maternal Lab History: ESTRIOL-postPregnancy:0.458
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.292
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.267
Maternal Lab History: AFP-postPregnancy:0.219
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.179
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.169
Maternal Diagnosis:9ccs250:Nausea/vomit:0.151
Maternal Lab History: hCG MoM-postPregnancy:-0.126
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.124
Maternal Procedure History:99401-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 110 | OR_unadj: 0.701 [0.209 2.344] | indivs AUC:0.496
Correlated most with:
Maternal Procedure History:99401-postPregnancy:1.000
Maternal Procedure History:86703-postPregnancy:0.481
Maternal Procedure History:99401-otherPregnancy:0.398
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.347
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.345
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.345
Maternal Procedure History:81000-postPregnancy:0.255
Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.244
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.244
Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.244
Vital: BP-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs224:Ot perint dx:0.733
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.104
Maternal Diagnosis:9ccs159:UTI-postPregnancy:-0.083
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.083
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.073
Diagnosis:9ccs96:Hrt valve dx:-0.068
Diagnosis:9ccs59:Anemia:0.066
Maternal Diagnosis:9ccs59:Anemia:-0.061
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.058
Maternal Diagnosis:9ccs186:DM in preg:-0.055
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:1.000
Maternal Lab History: NT MoM-postPregnancy:0.881
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.507
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.286
Maternal Lab History: APF MoM-postPregnancy:0.186
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.182
Maternal Lab History: PAPP-A-postPregnancy:-0.181
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:-0.147
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.147
Maternal Lab History: URINE CULTURE-postPregnancy:0.139
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.513
Correlated most with:
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:1.000
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.313
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.296
Maternal Diagnosis:9ccs101:Coron athero-postPregnancy:0.257
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.257
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.234
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.183
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.183
Maternal Lab History: T-3(Total)-otherPregnancy:0.183
Newborn Diagnosis:9ccs220:Birth asphyx:0.180
Maternal Diagnosis:9ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 160 | OR_unadj: 0.838 [0.519 1.353] | indivs AUC:0.523
Correlated most with:
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.607
Maternal Lab History: CREATININE-postPregnancy:-0.416
Maternal Procedure History:81000-postPregnancy:0.389
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.369
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.361
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.333
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.326
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.307
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.302
* Maternal Lab History: CHOL:HDL RATIO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 126 | OR_unadj: 2.547 [1.462 4.439] | indivs AUC:0.552
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.672
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.663
Maternal Lab History: VLDL-postPregnancy:0.512
Maternal Lab History: CHOLESTEROL-postPregnancy:0.420
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.314
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.278
Maternal Lab History: LDL-postPregnancy:0.278
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.223
Maternal Lab History: AST (SGOT)-postPregnancy:0.208
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Number of Visits:0.143
Diagnosis:9ccs253:Allergy:0.139
Diagnosis:9ccs200:Oth skin dx:0.138
Diagnosis:9ccs155:Other GI dx:0.136
Diagnosis:9ccs256:Exam/eval:0.120
Diagnosis:9ccs126:Ot up rsp in:0.114
Diagnosis:9ccs133:Oth low resp:0.112
Diagnosis:9ccs246:FUO:0.110
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.110
Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.587
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.337
Number of Visits:0.296
Diagnosis:9ccs90:Eye infectn:0.231
Diagnosis:9ccs125:Bronchitis:0.228
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs255:Social admin:0.192
Diagnosis:9ccs10:Immuniz/scrn:0.191
Diagnosis:9ccs135:Intest infct:0.183
Diagnosis:9ccs7:Viral infect:0.174
Maternal Lab History: MONOS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.864 [0.299 2.498] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: MONOS-otherPregnancy:1.000
Maternal Lab History: POLYS-otherPregnancy:-0.542
Maternal Lab History: MONOS-postPregnancy:0.269
Diagnosis:9ccs252:Fatigue:0.266
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.206
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.206
Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.206
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.206
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.195
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.188
Maternal Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs224:Ot perint dx:1.000
Diagnosis:9ccs59:Anemia:0.083
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.055
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.055
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.046
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.046
Maternal Diagnosis:9ccs190:Fetal distrs:0.045
Diagnosis:9ccs135:Intest infct:0.044
Diagnosis:9ccs90:Eye infectn:0.044
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.043
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.195
Maternal Diagnosis:9ccs142:Appendicitis-otherPregnancy:0.152
Diagnosis:9ccs70:Schizo/rl dx:0.152
Diagnosis:9ccs87:Retinal dx:0.152
Diagnosis:9ccs143:Abdom hernia:0.131
Diagnosis:9ccs208:Acq foot def:0.129
Diagnosis:9ccs217:Ot cong anom:0.112
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.110
Maternal Lab History: LACTIC ACID-postPregnancy:0.110
Maternal Lab History: GAMMA GT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 104 | OR_unadj: 0.446 [0.105 1.896] | indivs AUC:0.456
Correlated most with:
Maternal Lab History: GAMMA GT-postPregnancy:1.000
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.327
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.321
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:-0.318
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.306
Maternal Lab History: AST-postPregnancy:0.292
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.284
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.281
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.262
Maternal Lab History: ALT-postPregnancy:0.260
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Diagnosis:9ccs133:Oth low resp:0.166
Number of Visits:0.148
Diagnosis:9ccs122:Pneumonia:0.147
Diagnosis:9ccs240:Burns:0.117
Diagnosis:9ccs125:Bronchitis:0.115
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.115
Maternal Diagnosis:10ccs46:Bnign ut neo-otherPregnancy:0.111
Maternal Diagnosis:9ccs178:Induc abortn-otherPregnancy:0.111
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.111
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.490
Correlated most with:
Newborn Diagnosis:9ccs222:Perint jaund:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.264
Maternal Diagnosis:9ccs184:Early labor:0.207
Newborn Diagnosis:9ccs256:Exam/eval:0.192
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.181
Newborn Diagnosis:9ccs253:Allergy:0.154
Newborn Diagnosis:9ccs221:Resp distres:0.149
Diagnosis:9ccs219:Low birth wt:0.119
Diagnosis:9ccs222:Perint jaund:0.115
Newborn Diagnosis:9ccs224:Ot perint dx:0.105
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 392 | OR_unadj: 0.897 [0.650 1.238] | indivs AUC:0.539
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.627
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.410
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.410
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.406
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.392
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.382
Maternal Lab History: CREATININE-postPregnancy:-0.334
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.330
Maternal Lab History: CREATININE-otherPregnancy:-0.327
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.633 [0.249 1.612] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:1.000
Maternal Lab History: AFP-otherPregnancy:0.412
Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.326
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.309
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.255
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.253
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:-0.249
Maternal Lab History: MONOCYTE-otherPregnancy:0.228
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.219
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.212
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 1.136 [0.663 1.946] | indivs AUC:0.519
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.503
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.498
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.475
Maternal Lab History: CREATININE-otherPregnancy:-0.438
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.374
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.368
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.300
Maternal Procedure History:99000-otherPregnancy:-0.281
Maternal Procedure History:90656-otherPregnancy:-0.278
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Newborn Diagnosis:9ccs143:Abdom hernia:0.141
Diagnosis:9ccs73:Preadult dx:0.141
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.141
Maternal Diagnosis:9ccs235:Opn wnd head:0.141
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.141
Diagnosis:9ccs118:Phlebitis:0.141
Diagnosis:9ccs87:Retinal dx:0.141
Diagnosis:9ccs142:Appendicitis:0.141
Diagnosis:9ccs5:HIV infectn:0.141
Maternal Lab History: INHIBIN A MOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 0.851 [0.329 2.200] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: INHIBIN A MOM-otherPregnancy:1.000
Maternal Lab History: hCG MoM-otherPregnancy:0.430
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.316
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.276
Maternal Lab History: BILE ACIDS-otherPregnancy:0.252
Maternal Lab History: AFP-otherPregnancy:0.244
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.234
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.213
Maternal Lab History: GAMMA GT-otherPregnancy:0.207
Maternal Procedure History:36415-otherPregnancy:-0.205
Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:1.000
Maternal Lab History: HERPES I IgG-otherPregnancy:0.548
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.487
Maternal Lab History: GFR in African American-otherPregnancy:0.424
Maternal Lab History: GFR Calculation-otherPregnancy:0.423
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.259
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.230
Maternal Lab History: HCG-otherPregnancy:-0.224
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.216
Maternal Lab History: HERPES II IgG-otherPregnancy:0.215
Maternal Lab History: VLDL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 2.139 [0.829 5.519] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: VLDL-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.763
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.512
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.404
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.404
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.383
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.336
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.322
Maternal Lab History: AST (SGOT)-postPregnancy:0.302
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.290
Maternal Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.838 [0.705 11.421] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs61:Sickle cell:1.000
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.333
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.333
Maternal Lab History: TOXOPLASMA IGG-postPregnancy:0.273
Diagnosis:9ccs61:Sickle cell:0.218
Maternal Procedure History:90746-postPregnancy:0.217
Maternal Procedure History:86580-postPregnancy:0.177
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.164
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.120
Maternal Diagnosis:9ccs181:Ot preg comp:0.115
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 238 | OR_unadj: 0.754 [0.498 1.140] | indivs AUC:0.515
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.607
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.478
Maternal Lab History: CREATININE-postPregnancy:-0.467
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.428
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.358
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.333
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.330
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.327
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.323
Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.146
Diagnosis:9ccs200:Oth skin dx:0.140
Number of Visits:0.133
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.133
Diagnosis:9ccs239:Superfic inj:0.120
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.120
Diagnosis:9ccs155:Other GI dx:0.112
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.111
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.105
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 44 | OR_unadj: 2.139 [0.829 5.519] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:1.000
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.334
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy:-0.205
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:-0.205
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:-0.205
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.174
Maternal Lab History: MONOCYTE-postPregnancy:-0.168
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.167
Maternal Lab History: OXACILLIN-postPregnancy:0.167
Maternal Lab History: VITAMIN B-12-postPregnancy:0.166
Maternal Lab History: BUN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 1.588 [0.846 2.979] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: BUN-postPregnancy:1.000
Maternal Lab History: SODIUM-postPregnancy:0.311
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.258
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.258
Maternal Diagnosis:10ccs135:Intest infct-postPregnancy:0.258
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.239
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.229
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.201
Maternal Lab History: BUN-otherPregnancy:0.200
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.183
Maternal Lab History: AST (SGOT)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: AST (SGOT)-postPregnancy:1.000
Maternal Lab History: VLDL-postPregnancy:0.302
Maternal Lab History: ALT-postPregnancy:0.245
Maternal Lab History: GAMMA GT-postPregnancy:0.227
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.220
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.220
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.217
Maternal Lab History: GLUCOSE-postPregnancy:0.212
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.208
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.197
Maternal Lab History: POLYS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.504 [0.180 1.416] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: POLYS-otherPregnancy:1.000
Maternal Lab History: MONOS-otherPregnancy:-0.542
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.392
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.281
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.275
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.269
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.269
Lab:323700 CULTURE THROAT W SENS - Sunrise:0.269
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.269
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.263
Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.180
Diagnosis:9ccs94:Other ear dx:0.141
Maternal Procedure History:97001-postPregnancy:0.141
Number of Visits:0.138
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.119
Diagnosis:9ccs83:Epilepsy/cnv:0.113
Diagnosis:9ccs145:Int obstruct:0.106
Diagnosis:9ccs70:Schizo/rl dx:0.106
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.106
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs16:Liver/ibd ca:0.260
Diagnosis:9ccs87:Retinal dx:0.227
Newborn Diagnosis:9ccs216:Nerv cong an:0.184
Maternal Diagnosis:9ccs105:Conduction-postPregnancy:-0.134
Maternal Lab History: PT-postPregnancy:0.129
Maternal Lab History: AMYLASE-postPregnancy:-0.120
Newborn Diagnosis:9ccs0:No DX:0.119
Newborn Diagnosis:9ccs95:Oth nerv dx:0.116
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.111
Maternal Lab History: INR-postPregnancy:0.104
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 87 | OR_unadj: 0.347 [0.083 1.457] | indivs AUC:0.468
Correlated most with:
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.195
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.183
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.181
Maternal Lab History: URINE KETONES-postPregnancy:0.177
Maternal Diagnosis:9ccs142:Appendicitis-otherPregnancy:0.176
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.176
Diagnosis:9ccs199:Ulcer skin:0.176
Newborn Diagnosis:9ccs197:Skin infectn:0.176
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.175
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 111 | OR_unadj: 1.020 [0.598 1.741] | indivs AUC:0.559
Correlated most with:
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.316
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.306
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.276
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.251
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.223
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.223
Maternal Lab History: CREATININE-postPregnancy:-0.221
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.209
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.198
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Maternal Diagnosis:9ccs9:Sexual Infxs:0.186
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.163
Newborn Diagnosis:9ccs47:Ot bnign neo:0.163
Diagnosis:9ccs252:Fatigue:0.163
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.159
Diagnosis:9ccs217:Ot cong anom:0.154
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.143
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.115
Diagnosis:9ccs123:Influenza:0.115
Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Diagnosis:9ccs49:DiabMel no c:0.106
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.106
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.106
Maternal Diagnosis:9ccs47:Ot bnign neo:0.106
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.106
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.106
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.106
Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: HERPES II IgG-postPregnancy:0.102
* Maternal Diagnosis:9ccs183:HTN in preg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 155 | OR_unadj: 1.745 [1.167 2.610] | indivs AUC:0.520
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg:1.000
Maternal Diagnosis:9ccs98:HTN:0.188
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.172
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.171
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.163
Newborn Diagnosis:9ccs219:Low birth wt:0.144
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.134
Maternal Diagnosis:9ccs184:Early labor:0.128
Maternal Lab History: LDH-postPregnancy:0.118
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.111
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 256 | OR_unadj: 1.051 [0.728 1.517] | indivs AUC:0.532
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.918
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.883
Maternal Lab History: CREATININE-otherPregnancy:-0.725
Maternal Procedure History:99000-otherPregnancy:-0.508
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.478
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.475
Maternal Procedure History:90656-otherPregnancy:-0.470
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.422
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.382
Maternal Lab History: URINE PROT. RANDOM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.482
Correlated most with:
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:1.000
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.878
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.475
Maternal Lab History: TP PERIOD-postPregnancy:0.433
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.417
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.336
Diagnosis:9ccs243:Poisn nonmed:0.213
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.192
Lab:292495 LEAD LEVEL - Sunrise:-0.180
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.165
Maternal Procedure History:99401-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 246 | OR_unadj: 1.278 [0.742 2.202] | indivs AUC:0.504
Correlated most with:
Maternal Procedure History:99401-otherPregnancy:1.000
Maternal Procedure History:86703-otherPregnancy:0.403
Maternal Procedure History:99401-postPregnancy:0.398
Maternal Procedure History:81000-otherPregnancy:0.329
Maternal Procedure History:86703-postPregnancy:0.222
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.193
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.163
Maternal Procedure History:96372-otherPregnancy:0.155
Maternal Procedure History:36415-otherPregnancy:0.150
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.150
Maternal Procedure History:86703-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.492
Correlated most with:
Maternal Procedure History:86703-postPregnancy:1.000
Maternal Procedure History:99401-postPregnancy:0.481
Maternal Procedure History:86703-otherPregnancy:0.446
Maternal Lab History: A/G-otherPregnancy:-0.305
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.295
Maternal Lab History: GLOBULIN-otherPregnancy:0.270
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.266
Maternal Lab History: FERRITIN-otherPregnancy:0.263
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.254
Maternal Lab History: URIC ACID-otherPregnancy:0.231
Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs8:Oth infectns:1.000
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.178
Diagnosis:9ccs73:Preadult dx:0.178
Diagnosis:9ccs44:Neoplsm unsp:0.175
Maternal Lab History: eGFR-otherPregnancy:0.119
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.114
Maternal Lab History: eGFR-postPregnancy:0.114
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.113
Maternal Lab History: UIBC-postPregnancy:0.105
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.095
Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs125:Bronchitis:0.241
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs122:Pneumonia:0.211
Number of Visits:0.184
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs92:Otitis media:0.150
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.139
Maternal Diagnosis:9ccs239:Superfic inj:0.134
Diagnosis:9ccs126:Ot up rsp in:0.130
Maternal Lab History: PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.294 [0.039 2.204] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: PH-postPregnancy:1.000
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.319
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.245
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.237
Maternal Procedure History:J1055-postPregnancy:-0.224
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.208
Maternal Lab History: VITAMIN B-12-postPregnancy:0.206
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.199
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.184
Maternal Procedure History:97140-postPregnancy:0.179
Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs16:Liver/ibd ca:0.151
Diagnosis:10ccs238:Complic proc:0.131
Diagnosis:9ccs2604:E Codes: Fire/burn:0.131
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.125
Newborn Diagnosis:9ccs216:Nerv cong an:0.107
Maternal Lab History: HEMATOCRIT-postPregnancy:0.092
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.087
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.086
Maternal Procedure History:97014-postPregnancy:-0.083
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.081
Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.541
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.211
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.164
Diagnosis:9ccs133:Oth low resp:0.161
Diagnosis:9ccs127:COPD:0.147
Diagnosis:9ccs92:Otitis media:0.145
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.111
Diagnosis:9ccs59:Anemia:0.103
Diagnosis:9ccs255:Social admin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.458
Diagnosis:9ccs126:Ot up rsp in:0.355
Number of Visits:0.240
Diagnosis:9ccs253:Allergy:0.212
Diagnosis:9ccs92:Otitis media:0.192
Diagnosis:9ccs257:Ot aftercare:0.190
Diagnosis:9ccs7:Viral infect:0.187
Diagnosis:9ccs90:Eye infectn:0.125
Diagnosis:9ccs125:Bronchitis:0.124
Maternal Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 1.906 [0.847 4.291] | indivs AUC:0.514
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c:1.000
Maternal Diagnosis:9ccs186:DM in preg:0.409
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:0.175
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:0.175
Maternal Diagnosis:9ccs4:Mycoses:0.175
Diagnosis:9ccs87:Retinal dx:0.175
Maternal Lab History: LH-postPregnancy:-0.146
MatDeliveryAge:0.137
Maternal Lab History: FASTING-postPregnancy:0.135
Maternal Lab History: 1 HOUR-otherPregnancy:0.134
Maternal Lab History: ESTRIOL FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 0.864 [0.299 2.498] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: ESTRIOL FREE-otherPregnancy:1.000
Maternal Lab History: ESTRIOL-otherPregnancy:0.555
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.253
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.224
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.210
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.199
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.188
Maternal Diagnosis:9ccs126:Ot up rsp in:0.179
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.169
Maternal Lab History: Alk Phos-otherPregnancy:0.168
Maternal Lab History: HCG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: HCG-postPregnancy:1.000
Maternal Lab History: hCG MoM-postPregnancy:0.360
Maternal Lab History: INHMOM-postPregnancy:0.271
Diagnosis:9ccs188:Pelvic obstr:0.247
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.195
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.183
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.179
Maternal Lab History: AMYLASE-otherPregnancy:-0.177
Maternal Lab History: LIPASE-otherPregnancy:-0.149
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.143
Maternal Diagnosis:9ccs159:UTI-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.756 [0.357 1.602] | indivs AUC:0.512
Correlated most with:
Maternal Diagnosis:9ccs159:UTI-postPregnancy:1.000
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.302
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.264
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.258
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.236
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.232
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.230
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.225
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.217
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.212
Maternal Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd:1.000
Maternal Diagnosis:9ccs61:Sickle cell:0.164
Diagnosis:9ccs243:Poisn nonmed:0.155
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.135
Lab:292495 LEAD LEVEL - Sunrise:-0.134
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.121
Diagnosis:9ccs161:Ot dx kidney:0.117
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.117
Diagnosis:9ccs113:Late eff CVD:0.100
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.093
* Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 2.930 [1.746 4.917] | indivs AUC:0.558
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.342
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.299
Maternal Lab History: CREATININE-postPregnancy:-0.286
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.270
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.262
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.257
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.254
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.252
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.249
Maternal Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 40 | OR_unadj: 0.801 [0.311 2.064] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs128:Asthma:1.000
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.249
Maternal Diagnosis:9ccs130:Pleurisy:0.221
Maternal Diagnosis:9ccs181:Ot preg comp:0.219
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.216
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.157
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.156
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.156
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.156
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.156
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.276
Maternal Procedure History:97530-postPregnancy:0.227
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.201
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.197
Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.197
Maternal Lab History: MONOS-otherPregnancy:-0.195
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.194
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.193
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.186
Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Number of Visits:0.166
Diagnosis:9ccs113:Late eff CVD:0.141
Diagnosis:9ccs126:Ot up rsp in:0.123
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.116
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.116
Diagnosis:9ccs74:Ot mentl cnd:0.111
Diagnosis:9ccs155:Other GI dx:0.100
Diagnosis:9ccs257:Ot aftercare:0.099
Diagnosis:9ccs135:Intest infct:0.095
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.736 [0.845 3.567] | indivs AUC:0.521
Correlated most with:
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:1.000
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.339
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.282
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.275
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.229
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.224
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.224
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.221
Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.213
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.208
Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.128
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.113
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.107
Maternal Diagnosis:9ccs250:Nausea/vomit:0.104
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.104
Diagnosis:9ccs10:Immuniz/scrn:0.099
Diagnosis:9ccs224:Ot perint dx:0.092
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.091
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 72 | OR_unadj: 1.380 [0.758 2.514] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:1.000
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.273
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.261
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.252
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.247
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.239
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.225
Maternal Lab History: CREATININE-postPregnancy:-0.223
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.221
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.207
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.445
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.332
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.302
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.249
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.220
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.220
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.220
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.208
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.207
Maternal Lab History: TP PERIOD-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: nan [ nan nan] | indivs AUC:0.482
Correlated most with:
Maternal Lab History: TP PERIOD-postPregnancy:1.000
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.953
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.475
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.433
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.336
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.252
Maternal Lab History: TP VOLUME-postPregnancy:-0.229
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.224
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.222
Diagnosis:9ccs243:Poisn nonmed:0.213
Maternal Lab History: NT MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 60 | OR_unadj: 0.701 [0.209 2.344] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: NT MoM-postPregnancy:1.000
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.881
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.447
Maternal Lab History: PAPP-A-postPregnancy:-0.266
Maternal Procedure History:97803-otherPregnancy:-0.193
Diagnosis:9ccs252:Fatigue:-0.174
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.171
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.155
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.148
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.139
Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs223:Birth trauma:1.000
Diagnosis:9ccs231:Oth fracture:0.255
Newborn Diagnosis:9ccs223:Birth trauma:0.196
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.193
Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.155
Maternal Lab History: TP PERIOD-postPregnancy:0.151
Maternal Procedure History:S9470-postPregnancy:0.149
Maternal Diagnosis:9ccs188:Pelvic obstr:0.148
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.145
Maternal Procedure History:87880-postPregnancy:0.145
Maternal Lab History: FREE T-4-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: FREE T-4-postPregnancy:1.000
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.463
Maternal Procedure History:97035-postPregnancy:0.384
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.346
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.345
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.282
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.280
Maternal Lab History: FREE T3-otherPregnancy:0.255
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.244
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.232
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.521
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:1.000
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.294
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.257
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.226
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.226
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.226
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.226
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.198
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.193
Maternal Lab History: CREATININE-postPregnancy:-0.190
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.040 [0.579 1.869] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.303
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.283
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.250
Maternal Lab History: CREATININE-postPregnancy:-0.218
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.211
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.207
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.201
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.191
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.190
Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:1.000
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.276
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.276
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.276
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.276
Diagnosis:10ccs238:Complic proc:0.276
Diagnosis:9ccs2604:E Codes: Fire/burn:0.276
Diagnosis:9ccs246:FUO:0.194
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.194
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.194
Maternal Lab History: APF MoM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.415 [0.469 4.266] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: APF MoM-postPregnancy:1.000
Maternal Lab History: OXACILLIN-postPregnancy:0.410
Maternal Lab History: INHMOM-postPregnancy:0.367
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.286
Maternal Lab History: ESTRIOL-postPregnancy:0.230
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.186
Maternal Lab History: PAPP-A MoM-postPregnancy:0.180
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.165
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.163
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.157
Maternal Lab History: URINE KETONES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: nan [ nan nan] | indivs AUC:0.474
Correlated most with:
Maternal Lab History: URINE KETONES-postPregnancy:1.000
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.373
Maternal Lab History: URINE KETONES-otherPregnancy:0.368
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.292
Maternal Lab History: PTT-otherPregnancy:0.232
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.216
Maternal Lab History: URINE PROTEIN-postPregnancy:0.206
Maternal Lab History: INR-otherPregnancy:0.180
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.177
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.173
Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.525
Newborn Diagnosis:9ccs213:Cardiac anom:0.330
Diagnosis:9ccs117:Ot circul dx:0.310
Newborn Diagnosis:9ccs96:Hrt valve dx:0.280
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.189
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.134
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.134
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.134
Newborn Diagnosis:9ccs134:Ot uppr resp:0.134
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.284
Diagnosis:9ccs217:Ot cong anom:0.259
Diagnosis:9ccs210:SLE:0.172
Diagnosis:9ccs233:Intracrn inj:0.172
Diagnosis:9ccs62:Coag/hemr dx:0.150
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.135
Lab:296169 RETICULOCYTE COUNT- LMC:0.124
Diagnosis:9ccs138:Esophgeal dx:0.117
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.113
Maternal Lab History: PAPP-A-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.177 [0.445 3.114] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: PAPP-A-postPregnancy:1.000
Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.296
Maternal Lab History: INHMOM-otherPregnancy:0.284
Maternal Lab History: PAPP-A-otherPregnancy:0.272
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.271
Maternal Lab History: NT MoM-postPregnancy:-0.266
Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.244
Maternal Procedure History:93005-otherPregnancy:0.243
Maternal Lab History: APF MoM-otherPregnancy:0.237
Maternal Lab History: INHMOM-postPregnancy:0.217
Maternal Procedure History:90656-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: nan [ nan nan] | indivs AUC:0.501
Correlated most with:
Maternal Procedure History:90656-postPregnancy:1.000
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.358
Maternal Lab History: FOLATE-postPregnancy:-0.295
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.271
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:0.253
Maternal Procedure History:97035-postPregnancy:-0.253
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.253
Maternal Procedure History:97001-postPregnancy:0.233
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.207
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.207
Maternal Diagnosis:9ccs168:PID | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.843 [0.249 2.858] | indivs AUC:0.489
Correlated most with:
Maternal Diagnosis:9ccs168:PID:1.000
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.207
Maternal Diagnosis:9ccs47:Ot bnign neo:0.207
Maternal Diagnosis:9ccs189:Prev c-sectn:0.156
Maternal Lab History: LEAD LEVEL-otherPregnancy:0.148
Maternal Lab History: TRANSFERRIN-postPregnancy:0.148
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.147
Maternal Diagnosis:9ccs204:Ot joint dx:0.145
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.145
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.145
Maternal Procedure History:90471-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.162 [0.022 1.192] | indivs AUC:0.502
Correlated most with:
Maternal Procedure History:90471-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:0.530
Maternal Diagnosis:9ccs217:Ot cong anom:0.283
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.264
Maternal Procedure History:90658-postPregnancy:0.203
Maternal Procedure History:90746-postPregnancy:0.190
Maternal Lab History: A/G-postPregnancy:0.189
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.184
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.181
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.178
Maternal Lab History: HDL CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.717 [0.280 1.836] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.663
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:0.417
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:0.417
Maternal Lab History: VLDL-postPregnancy:-0.383
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.364
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.244
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.203
Maternal Lab History: PH-postPregnancy:0.184
Maternal Procedure History:90471-postPregnancy:0.181
Maternal Procedure History:86580-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: nan [ nan nan] | indivs AUC:0.516
Correlated most with:
Maternal Procedure History:86580-postPregnancy:1.000
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.530
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.530
Maternal Procedure History:90746-postPregnancy:0.384
Maternal Procedure History:86580-otherPregnancy:0.267
Maternal Diagnosis:9ccs236:Opn wnd extr-postPregnancy:0.245
Maternal Lab History: eGFR-otherPregnancy:-0.210
Maternal Lab History: VARICELLA IGM-postPregnancy:0.200
Maternal Lab History: RUBELLA-postPregnancy:0.183
Maternal Diagnosis:9ccs61:Sickle cell:0.177
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 0.825 [0.320 2.129] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:1.000
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.245
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.198
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.181
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.181
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.165
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.162
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.158
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:0.158
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.158
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.590 [0.137 2.547] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:1.000
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.263
Maternal Lab History: A/G-otherPregnancy:-0.260
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.249
Diagnosis:9ccs76:Meningitis:0.226
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.222
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.217
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.217
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.217
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.217
Maternal Diagnosis:9ccs253:Allergy-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.468 [0.667 3.232] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.302
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.300
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.292
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.291
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.236
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.236
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.229
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.219
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.210
* Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.054 [1.346 6.929] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:1.000
Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:-0.422
Maternal Lab History: AMYLASE-otherPregnancy:-0.301
Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:-0.298
Maternal Diagnosis:9ccs238:Complic proc-otherPregnancy:0.219
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:-0.211
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.189
Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.178
Maternal Lab History: LDH-otherPregnancy:-0.155
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:0.155
Maternal Procedure History:J7300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.473
Correlated most with:
Maternal Procedure History:J7300-postPregnancy:1.000
Maternal Procedure History:58300-postPregnancy:0.859
Maternal Diagnosis:9ccs133:Oth low resp:0.397
Maternal Lab History: ESTRIOL-otherPregnancy:0.258
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.199
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.176
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.168
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.137
Diagnosis:9ccs234:Crush injury:0.113
Maternal Lab History: GAMMA GT-otherPregnancy:-0.098
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs215:gu cong anom:1.000
Diagnosis:9ccs161:Ot dx kidney:0.400
Diagnosis:9ccs215:gu cong anom:0.245
Newborn Diagnosis:9ccs214:GI cong anom:0.234
Maternal Diagnosis:9ccs161:Ot dx kidney:0.164
Maternal Diagnosis:9ccs117:Ot circul dx:0.164
Maternal Diagnosis:9ccs215:gu cong anom:0.164
Diagnosis:9ccs2:Septicemia:0.132
Newborn Diagnosis:9ccs200:Oth skin dx:0.122
Maternal Diagnosis:9ccs46:Bnign ut neo:0.113
Maternal Lab History: URINE UROBILINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 65 | OR_unadj: 1.128 [0.324 3.925] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:1.000
Maternal Diagnosis:9ccs229:Fx arm-postPregnancy:0.583
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:0.583
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.226
Maternal Lab History: PT-postPregnancy:0.148
Maternal Lab History: INR-postPregnancy:0.142
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.127
Diagnosis:9ccs234:Crush injury:0.121
Maternal Procedure History:90658-postPregnancy:-0.118
Maternal Lab History: TRANSFERRIN-postPregnancy:0.098
Maternal Procedure History:81025-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.486
Correlated most with:
Maternal Procedure History:81025-otherPregnancy:1.000
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.433
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.433
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.327
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.317
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.311
Maternal Diagnosis:9ccs240:Burns-postPregnancy:0.306
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.306
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.306
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.306
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.294 [0.039 2.204] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:1.000
Maternal Procedure History:S9470-postPregnancy:0.351
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.263
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.232
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.188
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.174
Maternal Lab History: MONOCYTE-postPregnancy:0.173
Maternal Lab History: MONOCYTE-otherPregnancy:0.173
Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.172
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.162
Maternal Procedure History:36415-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 133 | OR_unadj: 0.938 [0.323 2.726] | indivs AUC:0.479
Correlated most with:
Maternal Procedure History:36415-postPregnancy:1.000
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.401
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.401
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.401
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.401
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.356
Diagnosis:9ccs246:FUO:0.284
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.284
Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.284
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.284
Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.504
Correlated most with:
Diagnosis:10ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.756
Diagnosis:9ccs2620:E Codes: Unspecified:0.228
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.228
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.184
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.141
Maternal Diagnosis:9ccs75:Hx mental dx:0.129
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.129
Diagnosis:9ccs231:Oth fracture:0.129
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.129
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 2.591 [0.893 7.522] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:1.000
Maternal Lab History: RUBELLA-otherPregnancy:0.205
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.192
Maternal Lab History: PT-otherPregnancy:0.181
Maternal Lab History: PTT-otherPregnancy:0.173
Maternal Lab History: COLONY COUNT-otherPregnancy:0.171
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.171
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.166
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.153
Maternal Procedure History:86580-otherPregnancy:0.144
Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:0.207
Newborn Diagnosis:9ccs143:Abdom hernia:0.181
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.181
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.181
Newborn Diagnosis:9ccs197:Skin infectn:0.181
Diagnosis:9ccs252:Fatigue:0.181
Diagnosis:9ccs52:Nutrit defic:0.178
Maternal Lab History: OXACILLIN-postPregnancy:0.130
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.126
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.498
Correlated most with:
Diagnosis:10ccs238:Complic proc:-0.361
Diagnosis:9ccs2604:E Codes: Fire/burn:-0.361
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.156
Diagnosis:9ccs204:Ot joint dx:-0.137
Diagnosis:9ccs242:Poisn ot med:-0.137
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.128
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.111
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.102
Diagnosis:9ccs251:Abdomnl pain:-0.100
Diagnosis:9ccs167:Breast dx:-0.097
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.507
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.722
Diagnosis:9ccs219:Low birth wt:0.413
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.312
Newborn Diagnosis:9ccs256:Exam/eval:0.306
Newborn Diagnosis:9ccs221:Resp distres:0.272
Newborn Diagnosis:9ccs222:Perint jaund:0.264
Newborn Diagnosis:9ccs253:Allergy:0.240
Maternal Diagnosis:9ccs182:Hemorr preg:0.151
Maternal Diagnosis:9ccs183:HTN in preg:0.144
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:1.000
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.566
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.377
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.343
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.282
Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.268
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.268
Maternal Lab History: Varicella IgG-postPregnancy:0.263
Maternal Procedure History:S9470-postPregnancy:0.252
Maternal Diagnosis:9ccs95:Oth nerv dx:0.216
Maternal Lab History: ANION GAP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 82 | OR_unadj: 1.075 [0.499 2.318] | indivs AUC:0.452
Correlated most with:
Maternal Lab History: ANION GAP-postPregnancy:1.000
Maternal Lab History: ANION GAP-otherPregnancy:0.357
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.220
Maternal Lab History: T-3(Total)-postPregnancy:0.208
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.191
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.187
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:-0.185
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.185
Maternal Procedure History:86580-postPregnancy:0.172
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.171
Maternal Lab History: URINE KETONES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 58 | OR_unadj: nan [ nan nan] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: URINE KETONES-otherPregnancy:1.000
Maternal Diagnosis:9ccs2603:E Codes: Fall-otherPregnancy:0.469
Maternal Lab History: URINE KETONES-postPregnancy:0.368
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.299
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.257
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.235
Maternal Lab History: CHLORIDE-otherPregnancy:-0.218
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.210
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.210
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.210
Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs16:Liver/ibd ca:-0.226
Diagnosis:9ccs87:Retinal dx:-0.187
Newborn Diagnosis:9ccs216:Nerv cong an:-0.160
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.156
Maternal Procedure History:97014-postPregnancy:0.154
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.129
Diagnosis:9ccs3:Oth bact inf:0.124
Diagnosis:9ccs163:Other GU dx:0.114
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:-0.111
Maternal Procedure History:97110-postPregnancy:0.106
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 1.189 [0.401 3.524] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.441
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.329
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.293
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.271
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.235
Maternal Procedure History:99000-otherPregnancy:-0.234
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.233
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.221
Maternal Lab History: CREATININE-otherPregnancy:-0.216
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.329 [0.044 2.481] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:1.000
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.469
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.332
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy:-0.322
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:-0.322
Diagnosis:9ccs2620:E Codes: Unspecified:-0.285
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:-0.235
Maternal Diagnosis:9ccs123:Influenza-otherPregnancy:0.195
Maternal Lab History: HBV DNA-postPregnancy:0.194
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.180
Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.495
Correlated most with:
Newborn Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.280
Diagnosis:9ccs118:Phlebitis:0.266
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.266
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.266
Diagnosis:9ccs96:Hrt valve dx:0.220
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.187
Maternal Diagnosis:9ccs215:gu cong anom-otherPregnancy:0.151
Maternal Diagnosis:9ccs175:Ot femal gen:0.130
Newborn Diagnosis:9ccs224:Ot perint dx:0.129
Diagnosis:9ccs168:PID | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs168:PID:1.000
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.273
Diagnosis:9ccs205:Back problem:0.200
Diagnosis:9ccs163:Other GU dx:0.200
Diagnosis:9ccs224:Ot perint dx:0.178
Maternal Diagnosis:9ccs138:Esophgeal dx:0.155
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.141
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.121
Diagnosis:9ccs63:Wht blood dx:0.121
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:1.000
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.500
Maternal Procedure History:97032-postPregnancy:-0.354
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.353
Maternal Diagnosis:10ccs49:DiabMel no c-postPregnancy:0.353
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.315
Maternal Procedure History:97010-postPregnancy:-0.309
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.287
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.287
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.287
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 310 | OR_unadj: 0.947 [0.669 1.342] | indivs AUC:0.531
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.887
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.883
Maternal Lab History: CREATININE-otherPregnancy:-0.790
Maternal Procedure History:99000-otherPregnancy:-0.553
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.542
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.503
Maternal Procedure History:90656-otherPregnancy:-0.461
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.447
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.410
Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.435
Newborn Diagnosis:9ccs219:Low birth wt:0.413
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.195
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.195
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.195
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.195
Maternal Diagnosis:9ccs235:Opn wnd head:0.195
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.195
Newborn Diagnosis:9ccs256:Exam/eval:0.187
Maternal Procedure History:96372-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.506
Correlated most with:
Maternal Procedure History:96372-postPregnancy:1.000
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.167
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:0.144
Maternal Diagnosis:9ccs229:Fx arm-postPregnancy:0.144
Diagnosis:9ccs175:Ot femal gen:0.141
Diagnosis:9ccs240:Burns:0.108
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.108
Maternal Lab History: RBC-postPregnancy:0.108
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.099
Maternal Procedure History:90649-postPregnancy:-0.097
Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs120:Hemmorhoids:0.203
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:0.203
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:0.203
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.203
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.203
Diagnosis:9ccs153:GI hemorrhag:0.188
Maternal Lab History: HBV DNA-postPregnancy:0.168
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.164
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.161
Maternal Procedure History:99000-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.553
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.523
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.508
Maternal Lab History: CREATININE-otherPregnancy:0.462
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.314
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.305
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.281
Maternal Procedure History:90656-otherPregnancy:0.271
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.260
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.556 [0.735 3.291] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.441
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.297
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.271
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.253
Maternal Diagnosis:9ccs186:DM in preg:0.243
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.234
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.232
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.224
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.219
Maternal Lab History: WEIGHT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.629 [0.734 3.616] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: WEIGHT-otherPregnancy:1.000
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.365
Maternal Lab History: hCG MoM-otherPregnancy:-0.320
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.192
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.178
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.174
Maternal Lab History: WEIGHT-postPregnancy:0.169
Maternal Lab History: AFP-otherPregnancy:-0.167
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.165
Maternal Procedure History:93005-otherPregnancy:0.160
Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Diagnosis:9ccs73:Preadult dx:0.257
Maternal Lab History: LACTIC ACID-postPregnancy:0.183
Maternal Procedure History:87880-postPregnancy:0.167
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.146
Diagnosis:9ccs75:Hx mental dx:0.146
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.125
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.125
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.121
Diagnosis:9ccs47:Ot bnign neo:0.115
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 0.681 [0.266 1.739] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:1.000
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.277
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.264
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.259
Maternal Lab History: ALT-postPregnancy:0.241
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.240
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.216
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.210
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.208
Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.206
Maternal Lab History: URINE PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 63 | OR_unadj: 1.888 [0.508 7.022] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: URINE PROTEIN-postPregnancy:1.000
Diagnosis:9ccs199:Ulcer skin:0.370
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.331
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.289
Maternal Lab History: APTT-postPregnancy:0.261
Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.261
Maternal Lab History: PATIENT-postPregnancy:0.261
Maternal Lab History: 3 HOUR-postPregnancy:0.257
Maternal Lab History: URINE KETONES-postPregnancy:0.206
Maternal Lab History: GAMMA GT-postPregnancy:0.193
Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Maternal Diagnosis:9ccs235:Opn wnd head:0.249
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.249
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.249
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.247
Newborn Diagnosis:9ccs215:gu cong anom:0.245
Maternal Diagnosis:9ccs239:Superfic inj:0.174
Maternal Diagnosis:9ccs46:Bnign ut neo:0.171
Newborn Diagnosis:9ccs253:Allergy:0.152
Maternal Diagnosis:9ccs89:Blindness:0.141
* Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 91 | OR_unadj: 4.468 [1.938 10.303] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:1.000
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.221
Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.190
Maternal Diagnosis:9ccs238:Complic proc-otherPregnancy:0.189
Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.189
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.166
Maternal Lab History: LDH-otherPregnancy:0.160
Maternal Lab History: FIBRINOGEN-postPregnancy:0.147
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.141
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.134
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Diagnosis:9ccs105:Conduction:0.178
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.143
Maternal Lab History: TP VOLUME-otherPregnancy:0.135
Maternal Lab History: 3 HOUR-postPregnancy:0.132
Maternal Procedure History:93005-otherPregnancy:-0.128
Maternal Lab History: PATIENT-postPregnancy:0.128
Maternal Lab History: APTT-postPregnancy:0.128
Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.128
Lab:323700 CULTURE THROAT W SENS - Sunrise:0.128
Maternal Lab History: INHMOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.331 [0.444 3.987] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: INHMOM-postPregnancy:1.000
Maternal Lab History: APF MoM-postPregnancy:0.367
Maternal Lab History: HCG-postPregnancy:0.271
Maternal Lab History: hCG MoM-postPregnancy:0.268
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.261
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.231
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.224
Maternal Lab History: PAPP-A-postPregnancy:0.217
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.209
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.201
Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Lab:292495 LEAD LEVEL - Sunrise:-0.414
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.222
Maternal Diagnosis:9ccs255:Social admin:0.222
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.213
Maternal Lab History: TP PERIOD-postPregnancy:0.213
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.205
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.155
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.155
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.138
Maternal Lab History: A/G-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 0.522 [0.159 1.719] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: A/G-postPregnancy:1.000
Maternal Lab History: GLOBULIN-postPregnancy:-0.864
Maternal Lab History: A/G-otherPregnancy:0.324
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:0.286
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:0.286
Maternal Lab History: GLOBULIN-otherPregnancy:-0.258
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.256
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.252
Maternal Lab History: ALBUMIN-postPregnancy:0.235
Maternal Lab History: URIC ACID-otherPregnancy:-0.234
Diagnosis:9ccs142:Appendicitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs142:Appendicitis:1.000
Diagnosis:9ccs143:Abdom hernia:0.141
Newborn Diagnosis:9ccs217:Ot cong anom:0.137
Diagnosis:9ccs217:Ot cong anom:0.079
Maternal Diagnosis:9ccs176:Contraceptiv:0.074
Maternal Diagnosis:9ccs189:Prev c-sectn:0.055
Diagnosis:9ccs10:Immuniz/scrn:-0.053
Diagnosis:9ccs135:Intest infct:0.044
Diagnosis:9ccs125:Bronchitis:0.044
Diagnosis:9ccs90:Eye infectn:0.044
Maternal Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs62:Coag/hemr dx:1.000
Diagnosis:9ccs233:Intracrn inj:0.408
Maternal Lab History: FOLATE-postPregnancy:-0.326
Maternal Procedure History:97035-postPregnancy:-0.289
Maternal Diagnosis:9ccs130:Pleurisy:0.287
Maternal Procedure History:97001-postPregnancy:0.259
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.234
Maternal Diagnosis:9ccs175:Ot femal gen:0.202
Maternal Procedure History:97530-postPregnancy:-0.167
Diagnosis:9ccs2:Septicemia:0.164
Maternal Procedure History:S9470-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: nan [ nan nan] | indivs AUC:0.476
Correlated most with:
Maternal Procedure History:S9470-otherPregnancy:1.000
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.316
Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.276
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.253
Maternal Lab History: AST (SGOT)-otherPregnancy:0.239
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.234
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.177
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.168
Maternal Lab History: ANION GAP-postPregnancy:0.165
Maternal Lab History: 2 HOUR-otherPregnancy:-0.162
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.446 [0.105 1.896] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:1.000
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.507
Maternal Lab History: APF MoM-postPregnancy:0.286
Maternal Lab History: INHMOM-postPregnancy:0.224
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.223
Maternal Lab History: TSH-postPregnancy:-0.185
Maternal Lab History: OXACILLIN-postPregnancy:0.175
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:-0.166
Maternal Lab History: RETIC HGB-postPregnancy:0.164
Maternal Lab History: ESTRIOL-postPregnancy:0.156
Maternal Diagnosis:9ccs60:Acut p-h anm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.074 [0.366 3.155] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs60:Acut p-h anm:1.000
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.199
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.196
Maternal Diagnosis:9ccs181:Ot preg comp:0.182
Maternal Lab History: FOLATE-postPregnancy:-0.160
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.158
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.142
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.142
Maternal Diagnosis:9ccs130:Pleurisy:0.138
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.138
Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Diagnosis:10ccs238:Complic proc:-0.391
Diagnosis:9ccs2604:E Codes: Fire/burn:-0.391
Diagnosis:9ccs16:Liver/ibd ca:0.236
Diagnosis:9ccs87:Retinal dx:0.213
Newborn Diagnosis:9ccs216:Nerv cong an:0.167
Diagnosis:9ccs204:Ot joint dx:-0.148
Diagnosis:9ccs242:Poisn ot med:-0.148
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.126
Diagnosis:9ccs3:Oth bact inf:-0.121
Diagnosis:9ccs251:Abdomnl pain:-0.109
Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2604:E Codes: Fire/burn:0.351
Diagnosis:10ccs238:Complic proc:0.351
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.351
Diagnosis:9ccs87:Retinal dx:-0.202
Diagnosis:9ccs204:Ot joint dx:0.133
Diagnosis:9ccs242:Poisn ot med:0.133
Maternal Procedure History:86703-postPregnancy:0.114
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.100
Diagnosis:9ccs251:Abdomnl pain:0.098
Diagnosis:9ccs167:Breast dx:0.094
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:1.000
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.301
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.301
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.301
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.301
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.215
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.214
Maternal Lab History: PATIENT-postPregnancy:-0.214
Maternal Lab History: APTT-postPregnancy:-0.214
Diagnosis:9ccs246:FUO:0.211
Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs76:Meningitis:1.000
Maternal Lab History: A/G-otherPregnancy:-0.318
Maternal Lab History: GLOBULIN-otherPregnancy:0.242
Maternal Lab History: A/G-postPregnancy:-0.229
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.226
Maternal Procedure History:97530-postPregnancy:0.219
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.214
Lab:323825 STREP SCREEN THROAT - Sunrise:0.208
Maternal Lab History: URIC ACID-otherPregnancy:0.191
Maternal Lab History: HERPES I IgG-otherPregnancy:0.190
Maternal Lab History: HEMOGLOBIN F-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.468
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.230
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.204
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.195
Diagnosis:10ccs58:Ot nutrit dx:0.184
Diagnosis:9ccs154:Gastroent:0.164
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.153
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.151
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.140
Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs163:Other GU dx:1.000
Maternal Diagnosis:9ccs96:Hrt valve dx:0.202
Diagnosis:9ccs168:PID:0.200
Diagnosis:9ccs215:gu cong anom:0.137
Diagnosis:9ccs159:UTI:0.106
Diagnosis:9ccs242:Poisn ot med:0.104
Diagnosis:9ccs175:Ot femal gen:0.104
Diagnosis:9ccs244:Other injury:0.101
Diagnosis:9ccs224:Ot perint dx:0.101
Diagnosis:9ccs243:Poisn nonmed:0.085
Maternal Lab History: PAPP-A MoM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.418 [0.574 3.504] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: PAPP-A MoM-postPregnancy:1.000
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.419
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.329
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.255
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.243
Maternal Lab History: eGFR-otherPregnancy:-0.222
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.209
Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.209
Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.209
Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.209
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:1.000
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.499
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.499
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.431
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.374
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.353
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.353
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.353
Maternal Diagnosis:10ccs250:Nausea/vomit-postPregnancy:0.353
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.353
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.241
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.241
Maternal Diagnosis:9ccs121:Oth vein dx:0.241
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.241
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.192
Diagnosis:9ccs154:Gastroent:0.188
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.172
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.172
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 1.192 [0.549 2.585] | indivs AUC:0.512
Correlated most with:
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:1.000
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.318
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.257
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.253
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.238
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.231
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.227
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.215
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.207
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.207
Maternal Procedure History:90471-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.484
Correlated most with:
Maternal Procedure History:90471-otherPregnancy:1.000
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.218
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.218
Newborn Diagnosis:9ccs197:Skin infectn:0.218
Maternal Lab History: T-3(Total)-otherPregnancy:-0.191
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.191
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.186
Maternal Lab History: LH-postPregnancy:-0.178
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.167
Maternal Procedure History:81000-otherPregnancy:0.157
* Maternal Lab History: GLUCOSE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 3.090 [1.221 7.822] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: GLUCOSE-postPregnancy:1.000
Maternal Procedure History:97014-postPregnancy:0.376
Maternal Procedure History:97110-postPregnancy:0.240
Maternal Diagnosis:10ccs171:Menstrual dx-otherPregnancy:0.218
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.218
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.216
Maternal Lab History: AST (SGOT)-postPregnancy:0.212
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.211
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.208
Maternal Lab History: PROGESTERONE-otherPregnancy:0.196
Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.485
Correlated most with:
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.342
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.198
Maternal Diagnosis:9ccs136:Teeth dx-otherPregnancy:0.198
Diagnosis:9ccs16:Liver/ibd ca:-0.190
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.145
Newborn Diagnosis:9ccs216:Nerv cong an:-0.135
Maternal Procedure History:97014-postPregnancy:0.127
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.125
Maternal Lab History: AFP-otherPregnancy:0.112
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.103
Maternal Procedure History:58300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.479
Correlated most with:
Maternal Procedure History:58300-postPregnancy:1.000
Maternal Procedure History:J7300-postPregnancy:0.859
Maternal Diagnosis:9ccs133:Oth low resp:0.346
Maternal Lab History: ESTRIOL-otherPregnancy:0.227
Diagnosis:9ccs2:Septicemia:0.191
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.173
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.148
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.140
Diagnosis:9ccs240:Burns:0.135
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.114
Maternal Lab History: MONOCYTE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: MONOCYTE-postPregnancy:1.000
Maternal Lab History: MONOCYTE-otherPregnancy:0.425
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.421
Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.400
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.355
Maternal Diagnosis:9ccs237:Complic devi-otherPregnancy:-0.263
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.231
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.216
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.186
Maternal Lab History: TRANSFERRIN-postPregnancy:-0.186
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.199
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.199
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.199
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.199
Maternal Diagnosis:9ccs2603:E Codes: Fall-otherPregnancy:0.199
Diagnosis:9ccs254:Rehab:0.199
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.199
Maternal Procedure History:99211-otherPregnancy:0.164
Maternal Diagnosis:9ccs59:Anemia-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.863 [0.362 2.061] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:1.000
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.315
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.282
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.239
Maternal Lab History: CREATININE-postPregnancy:-0.214
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.194
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.193
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.190
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.185
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.182
Maternal Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.843 [0.249 2.858] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs106:Dysrhythmia:1.000
Maternal Diagnosis:9ccs122:Pneumonia:0.207
Maternal Diagnosis:10ccs251:Abdomnl pain-otherPregnancy:0.207
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.207
Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.181
Maternal Lab History: APF MoM-otherPregnancy:0.154
Maternal Lab History: INHMOM-otherPregnancy:0.152
Maternal Procedure History:93005-otherPregnancy:0.148
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.147
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.145
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.400
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.241
Diagnosis:9ccs159:UTI:0.240
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.192
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.172
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.172
Newborn Diagnosis:9ccs214:GI cong anom:0.169
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.139
* Maternal Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 3.571 [1.159 11.003] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:1.000
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.276
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.276
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.245
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.244
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.224
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.219
Maternal Lab History: FREE T3-postPregnancy:-0.217
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.201
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.197
Maternal Procedure History:90656-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: nan [ nan nan] | indivs AUC:0.477
Correlated most with:
Maternal Procedure History:90656-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.470
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.461
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.434
Maternal Lab History: CREATININE-otherPregnancy:0.386
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:-0.293
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.278
Maternal Procedure History:99000-otherPregnancy:0.271
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.252
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.251
Maternal Diagnosis:9ccs128:Asthma-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.190 [0.774 6.196] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:1.000
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.413
Maternal Diagnosis:9ccs128:Asthma:0.249
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.248
Maternal Diagnosis:10ccs135:Intest infct-postPregnancy:0.235
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.235
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.235
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.235
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.235
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.235
Maternal Lab History: GLOBULIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.025 [0.425 2.471] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: GLOBULIN-postPregnancy:1.000
Maternal Lab History: A/G-postPregnancy:-0.864
Maternal Lab History: GLOBULIN-otherPregnancy:0.326
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:-0.274
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:-0.274
Maternal Diagnosis:9ccs240:Burns-postPregnancy:-0.268
Maternal Lab History: A/G-otherPregnancy:-0.264
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.233
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.232
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.232
Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:-0.333
Diagnosis:9ccs16:Liver/ibd ca:0.283
Newborn Diagnosis:9ccs216:Nerv cong an:0.200
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.196
Maternal Procedure History:97014-postPregnancy:-0.193
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:-0.193
Maternal Diagnosis:9ccs136:Teeth dx-otherPregnancy:-0.193
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.156
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.139
Maternal Procedure History:97110-postPregnancy:-0.133
Maternal Diagnosis:9ccs168:PID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 0.571 [0.202 1.612] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs168:PID-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.309
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.302
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.296
Maternal Lab History: CREATININE-otherPregnancy:-0.285
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.233
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.229
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.213
Maternal Procedure History:99000-otherPregnancy:-0.213
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.195
Maternal Lab History: Immunoglobulin E-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: Immunoglobulin E-postPregnancy:1.000
Maternal Lab History: T-4-postPregnancy:0.624
Maternal Lab History: T-3 UPTAKE-postPregnancy:0.624
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:-0.250
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:-0.188
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.174
Maternal Lab History: FREE T3-postPregnancy:-0.160
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.133
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:-0.132
Newborn Diagnosis:9ccs217:Ot cong anom:0.124
Maternal Lab History: HEMOGLOBIN A-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.468
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.262
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.256
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.254
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.203
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.200
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.197
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.194
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.189
Maternal Lab History: UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 1.280 [0.557 2.938] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: UREA NITROGEN-postPregnancy:1.000
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.343
Maternal Procedure History:J1055-postPregnancy:0.319
Maternal Procedure History:90772-postPregnancy:0.253
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.230
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.217
Maternal Lab History: PH-postPregnancy:-0.208
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.203
Maternal Lab History: A/G-postPregnancy:0.197
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.190
* Maternal Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 8.673 [3.977 18.915] | indivs AUC:0.535
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000
Maternal Diagnosis:9ccs95:Oth nerv dx:0.219
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.191
Maternal Diagnosis:9ccs181:Ot preg comp:0.180
Maternal Diagnosis:9ccs183:HTN in preg:0.172
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.154
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.153
Maternal Diagnosis:9ccs98:HTN:0.151
Lab:323825 STREP SCREEN THROAT - Sunrise:0.150
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.148
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 260 | OR_unadj: 1.065 [0.740 1.532] | indivs AUC:0.545
Correlated most with:
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.918
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.887
Maternal Lab History: CREATININE-otherPregnancy:-0.732
Maternal Procedure History:99000-otherPregnancy:-0.523
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.498
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.493
Maternal Procedure History:90656-otherPregnancy:-0.434
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.410
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.392
Maternal Lab History: GLUCOSE POCT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: GLUCOSE POCT-postPregnancy:1.000
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.904
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.639
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.440
Maternal Lab History: INR-otherPregnancy:0.412
Maternal Lab History: LDH-postPregnancy:0.403
Maternal Lab History: PTT-otherPregnancy:0.346
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.306
Maternal Lab History: A/G-otherPregnancy:0.279
Diagnosis:9ccs51:Ot endo dsor:0.262
Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs87:Retinal dx:-0.821
Diagnosis:9ccs2604:E Codes: Fire/burn:0.425
Diagnosis:10ccs238:Complic proc:0.425
Diagnosis:9ccs238:Complic proc:-0.367
Diagnosis:9ccs204:Ot joint dx:0.161
Diagnosis:9ccs242:Poisn ot med:0.161
Maternal Diagnosis:9ccs49:DiabMel no c:-0.146
Diagnosis:9ccs95:Oth nerv dx:-0.128
Diagnosis:9ccs143:Abdom hernia:-0.119
Diagnosis:9ccs251:Abdomnl pain:0.118
Maternal Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs0:No DX:1.000
Maternal Diagnosis:9ccs196:Nml preg/del:-0.274
Diagnosis:9ccs2603:E Codes: Fall:0.081
Maternal Lab History: ABS LYMPH-postPregnancy:0.074
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:-0.063
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.053
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.046
Diagnosis:9ccs255:Social admin:-0.046
Maternal Lab History: RDW-postPregnancy:0.042
Diagnosis:9ccs10:Immuniz/scrn:-0.042
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:1.000
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.418
Maternal Diagnosis:10ccs657-postPregnancy:0.315
Maternal Diagnosis:9ccs73:Preadult dx-postPregnancy:0.315
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.302
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.299
Maternal Procedure History:90663-postPregnancy:0.276
Maternal Procedure History:90470-postPregnancy:0.276
Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.273
Maternal Lab History: APF MoM-otherPregnancy:0.233
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:1.000
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.296
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.257
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.257
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.257
Maternal Diagnosis:9ccs214:GI cong anom-postPregnancy:0.257
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.257
Maternal Procedure History:97140-postPregnancy:0.231
Maternal Lab History: VLDL-postPregnancy:0.229
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.223
Maternal Lab History: BETA-HCG QUANT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-postPregnancy:1.000
Maternal Diagnosis:9ccs136:Teeth dx-otherPregnancy:0.376
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.352
Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:-0.248
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.227
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.215
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.214
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.203
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:-0.200
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:-0.198
Maternal Lab History: URINE PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.481
Correlated most with:
Maternal Lab History: URINE PROTEIN-otherPregnancy:1.000
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.338
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.338
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.338
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.338
Newborn Diagnosis:9ccs5:HIV infectn:0.338
Maternal Diagnosis:9ccs2603:E Codes: Fall-otherPregnancy:0.338
Maternal Lab History: A/G-otherPregnancy:-0.300
Maternal Lab History: URINE SUGAR-postPregnancy:0.272
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.265
Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs167:Breast dx:1.000
Diagnosis:10ccs238:Complic proc:0.266
Diagnosis:9ccs2604:E Codes: Fire/burn:0.266
Maternal Lab History: AMYLASE-otherPregnancy:-0.188
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.187
Maternal Lab History: LIPASE-otherPregnancy:-0.158
Maternal Lab History: HCG-postPregnancy:0.127
Maternal Lab History: VARICELLA IGM-postPregnancy:0.110
Maternal Lab History: Varicella IgG-postPregnancy:-0.108
Maternal Diagnosis:9ccs163:Other GU dx:0.104
Vital: BP-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Newborn Diagnosis:9ccs134:Ot uppr resp:0.623
Diagnosis:9ccs233:Intracrn inj:-0.303
Maternal Diagnosis:9ccs53:Hyperlipidem:0.130
Diagnosis:9ccs2:Septicemia:-0.124
Maternal Diagnosis:9ccs62:Coag/hemr dx:-0.124
Diagnosis:9ccs159:UTI:0.085
Diagnosis:9ccs58:Ot nutrit dx:0.083
Diagnosis:9ccs224:Ot perint dx:-0.082
Diagnosis:9ccs83:Epilepsy/cnv:-0.074
Diagnosis:9ccs208:Acq foot def:0.068
Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs64:Ot hematl dx:1.000
Diagnosis:9ccs49:DiabMel no c:0.353
Maternal Lab History: LH-postPregnancy:-0.289
Diagnosis:9ccs190:Fetal distrs:0.248
Diagnosis:9ccs61:Sickle cell:0.232
Maternal Lab History: FASTING-postPregnancy:0.227
Maternal Lab History: 1 HOUR-otherPregnancy:0.197
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.174
Maternal Lab History: 1/2 HOUR-postPregnancy:0.168
Maternal Lab History: URINE KETONES-otherPregnancy:0.166
Maternal Lab History: PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: PH-otherPregnancy:1.000
Maternal Lab History: GFR Calculation-otherPregnancy:0.321
Maternal Lab History: GFR in African American-otherPregnancy:0.321
Diagnosis:9ccs2620:E Codes: Unspecified:0.278
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.210
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:-0.182
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.179
Maternal Lab History: GLOBULIN-otherPregnancy:-0.175
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.161
Maternal Diagnosis:9ccs123:Influenza-postPregnancy:-0.156
Maternal Lab History: INR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: INR-postPregnancy:1.000
Maternal Lab History: PT-postPregnancy:0.659
Maternal Lab History: PO2-postPregnancy:-0.351
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.334
Maternal Lab History: 3 HOUR-postPregnancy:0.321
Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.310
Maternal Lab History: BICARBONATE-postPregnancy:0.295
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.273
Maternal Lab History: O2 SATURATION-postPregnancy:-0.269
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.268
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.938 [0.360 2.439] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.318
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.298
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.296
Maternal Lab History: CREATININE-otherPregnancy:-0.213
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.206
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.197
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.193
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.191
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.191
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Diagnosis:9ccs228:Fx skull fac:0.178
Diagnosis:9ccs2619:e codes: other specified- nec:0.178
Maternal Lab History: GFR in African American-postPregnancy:-0.152
Maternal Lab History: GFR Calculation-postPregnancy:-0.152
Maternal Procedure History:97803-otherPregnancy:0.148
Diagnosis:9ccs136:Teeth dx:0.143
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.142
Maternal Procedure History:97035-postPregnancy:0.128
Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.128
Maternal Procedure History:90649-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.487
Correlated most with:
Maternal Procedure History:90649-postPregnancy:1.000
Maternal Procedure History:90471-postPregnancy:0.530
Maternal Procedure History:90472-postPregnancy:0.233
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.191
Maternal Diagnosis:9ccs120:Hemmorhoids:0.187
Maternal Diagnosis:9ccs217:Ot cong anom:0.187
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.173
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.161
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.159
Maternal Lab History: MUMPS IGG-postPregnancy:-0.159
* Maternal Lab History: 2 HOUR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 3.799 [1.064 13.558] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: 2 HOUR-otherPregnancy:1.000
Maternal Lab History: 1 HOUR-otherPregnancy:0.603
Maternal Lab History: 3 HOUR-otherPregnancy:0.589
Maternal Lab History: 2 HOUR-postPregnancy:0.470
Maternal Lab History: 1 HOUR-postPregnancy:0.417
Maternal Lab History: TSH-postPregnancy:-0.334
Maternal Procedure History:99211-otherPregnancy:0.324
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.246
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.241
Maternal Lab History: LH-postPregnancy:-0.228
Maternal Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs89:Blindness:1.000
Maternal Diagnosis:9ccs84:Headache/mig:0.383
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.332
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.287
Maternal Lab History: GFR in African American-postPregnancy:-0.234
Maternal Diagnosis:9ccs238:Complic proc:0.234
Maternal Lab History: GFR Calculation-postPregnancy:-0.233
Maternal Diagnosis:9ccs149:Biliary dx:0.180
Maternal Diagnosis:9ccs7:Viral infect:0.151
Diagnosis:9ccs215:gu cong anom:0.141
Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs63:Wht blood dx:1.000
Newborn Diagnosis:9ccs143:Abdom hernia:0.353
Maternal Diagnosis:9ccs138:Esophgeal dx:0.155
Maternal Diagnosis:9ccs182:Hemorr preg:0.148
Diagnosis:9ccs209:Ot acq defor:0.121
Newborn Diagnosis:9ccs221:Resp distres:0.121
Diagnosis:9ccs168:PID:0.121
Diagnosis:9ccs159:UTI:0.099
Maternal Diagnosis:9ccs191:Amnios dx:0.091
Diagnosis:9ccs143:Abdom hernia:0.091
Maternal Procedure History:90772-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Procedure History:90772-postPregnancy:1.000
Maternal Procedure History:J1055-postPregnancy:0.767
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.492
Maternal Procedure History:90746-postPregnancy:-0.451
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.348
Maternal Procedure History:81025-postPregnancy:0.339
Maternal Lab History: UREA NITROGEN-postPregnancy:0.253
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.202
Maternal Lab History: PH-postPregnancy:-0.174
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.172
Maternal Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect:1.000
Maternal Diagnosis:9ccs160:Urin stone:0.266
Maternal Diagnosis:9ccs3:Oth bact inf:0.266
Maternal Lab History: IRON-otherPregnancy:0.190
Maternal Lab History: FOLATE-otherPregnancy:0.190
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.190
Maternal Lab History: VITAMIN B-12-otherPregnancy:0.190
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.187
Maternal Diagnosis:10ccs93:Dizziness-postPregnancy:0.187
Maternal Lab History: PAPP-A-otherPregnancy:0.155
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:1.000
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.391
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.364
Maternal Diagnosis:9ccs2603:E Codes: Fall-otherPregnancy:0.276
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.276
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.276
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:0.276
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.246
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.222
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.222
Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs87:Retinal dx:-0.681
Diagnosis:9ccs238:Complic proc:-0.305
Maternal Diagnosis:9ccs49:DiabMel no c:-0.122
Diagnosis:9ccs95:Oth nerv dx:-0.106
Newborn Diagnosis:9ccs96:Hrt valve dx:0.096
Newborn Diagnosis:9ccs94:Other ear dx:0.093
Diagnosis:9ccs138:Esophgeal dx:-0.093
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.075
Newborn Diagnosis:9ccs219:Low birth wt:-0.070
Diagnosis:9ccs140:Gastritis:0.069
Maternal Lab History: T-3(Total)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: T-3(Total)-postPregnancy:1.000
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:-0.861
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:-0.609
Maternal Lab History: T-3 UPTAKE-postPregnancy:0.609
Maternal Lab History: T-4-postPregnancy:0.609
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.385
Maternal Diagnosis:9ccs101:Coron athero-postPregnancy:0.376
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.352
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.352
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.288
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:1.000
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.302
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.266
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.266
Maternal Procedure History:90471-postPregnancy:0.264
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.251
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.224
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.224
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.207
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.201
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:1.000
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.707
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.556
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.500
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.448
Maternal Lab History: INHMOM-otherPregnancy:-0.417
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.415
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.408
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.389
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.385
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.471
Correlated most with:
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:1.000
Maternal Lab History: LDL-postPregnancy:0.330
Maternal Lab History: CHOLESTEROL-postPregnancy:0.287
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.278
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.277
Maternal Lab History: MUMPS IGG-postPregnancy:0.249
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.244
Maternal Lab History: TP VOLUME-otherPregnancy:0.230
Maternal Lab History: MICROALBUMIN-postPregnancy:-0.219
Maternal Procedure History:93005-otherPregnancy:-0.219
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:1.000
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.629
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.522
Maternal Lab History: NT MoM-otherPregnancy:0.488
Lab:323825 STREP SCREEN THROAT - Sunrise:0.487
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.477
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.445
Maternal Diagnosis:10ccs49:DiabMel no c-postPregnancy:0.445
Maternal Lab History: HERPES I IgG-otherPregnancy:0.445
Maternal Lab History: HCG-otherPregnancy:-0.370
Maternal Lab History: PT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.024 [0.226 4.649] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: PT-postPregnancy:1.000
Maternal Lab History: INR-postPregnancy:0.659
Maternal Lab History: AMYLASE-postPregnancy:-0.332
Maternal Diagnosis:9ccs229:Fx arm-postPregnancy:0.283
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:0.283
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.228
Maternal Lab History: LDH-postPregnancy:-0.207
Maternal Lab History: ALBUMIN-postPregnancy:0.205
Maternal Lab History: MAGNESIUM-postPregnancy:-0.205
Maternal Lab History: CALCIUM-postPregnancy:0.198
Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs3:Oth bact inf:1.000
Diagnosis:9ccs120:Hemmorhoids:0.315
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.138
Maternal Lab History: eGFR-postPregnancy:-0.109
Maternal Lab History: COLONY COUNT-otherPregnancy:0.107
Maternal Lab History: RUBELLA-otherPregnancy:0.106
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.100
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.097
Maternal Procedure History:99401-otherPregnancy:0.090
Maternal Lab History: EOSINOPHIL-postPregnancy:0.088
Maternal Lab History: FASTING-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 40 | OR_unadj: 1.128 [0.324 3.925] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:1.000
Maternal Lab History: FASTING-postPregnancy:0.432
Maternal Lab History: LH-postPregnancy:-0.381
Maternal Lab History: 1 HOUR-otherPregnancy:0.378
Maternal Lab History: GLOBULIN-otherPregnancy:0.261
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:0.225
Maternal Lab History: 1/2 HOUR-postPregnancy:0.223
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.222
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.215
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.194
Maternal Lab History: URINE CULTURE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: nan [ nan nan] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:1.000
Maternal Lab History: URINE CULTURE-otherPregnancy:0.565
Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:0.373
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.373
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.264
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.200
Maternal Lab History: RDW-otherPregnancy:0.199
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.187
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.159
Maternal Lab History: AST-otherPregnancy:0.158
Maternal Lab History: MATERNAL WEIGHT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.492 [0.552 4.032] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:1.000
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.415
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.386
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.320
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.315
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.304
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.300
Maternal Lab History: LACTIC ACID-postPregnancy:-0.289
Maternal Lab History: INHMOM-postPregnancy:0.261
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.259
Maternal Procedure History:96372-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.494
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:1.000
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.671
Maternal Lab History: TSH-otherPregnancy:-0.474
Maternal Lab History: FOLATE-otherPregnancy:-0.474
Maternal Lab History: IRON-otherPregnancy:-0.474
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.474
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:0.474
Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.474
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.459
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.388
Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs205:Back problem:1.000
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.288
Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.249
Maternal Procedure History:93005-postPregnancy:0.237
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.223
Maternal Lab History: APF MoM-otherPregnancy:0.213
Maternal Lab History: INHMOM-otherPregnancy:0.210
Maternal Lab History: TSH-otherPregnancy:0.205
Maternal Procedure History:93005-otherPregnancy:0.205
Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.202
Maternal Procedure History:97110-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.481
Correlated most with:
Maternal Procedure History:97110-postPregnancy:1.000
Maternal Procedure History:97032-postPregnancy:0.647
Maternal Procedure History:97010-postPregnancy:0.593
Maternal Procedure History:97014-postPregnancy:0.536
Maternal Procedure History:97530-postPregnancy:-0.411
Maternal Procedure History:97140-postPregnancy:0.369
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy:0.348
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.348
Maternal Lab History: BASE DEFICIT-postPregnancy:0.320
Maternal Procedure History:97112-postPregnancy:0.302
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.513
Correlated most with:
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:1.000
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.317
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.306
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.275
Diagnosis:9ccs129:Asp pneumon:0.266
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.266
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.266
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.266
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.266
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.266
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 1.375 [0.739 2.558] | indivs AUC:0.540
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:1.000
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.357
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.293
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.278
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.266
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.238
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.237
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.236
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.227
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.221
Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:294495 LEAD, BLOOD - LMC:1.000
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.328
Maternal Diagnosis:9ccs84:Headache/mig:0.289
Maternal Diagnosis:9ccs255:Social admin:-0.204
Lab:294203 BILIRUBIN TOTAL - LMC:-0.100
Diagnosis:9ccs243:Poisn nonmed:-0.092
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.091
Maternal Diagnosis:9ccs187:Malposition:0.088
Lab:295669 BILIRUBIN DIRECT - LMC:-0.087
Diagnosis:9ccs140:Gastritis:-0.077
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 1.999 [0.836 4.777] | indivs AUC:0.513
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.405
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.265
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.254
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.254
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.253
Maternal Procedure History:81000-postPregnancy:0.248
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.219
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.218
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.215
Maternal Diagnosis:9ccs205:Back problem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 1.384 [0.660 2.903] | indivs AUC:0.528
Correlated most with:
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:1.000
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.387
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.357
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.302
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.288
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.262
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.252
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.240
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.235
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.224
Maternal Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1685 | OR_unadj: 0.589 [0.161 2.155] | indivs AUC:0.492
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del:1.000
Maternal Diagnosis:9ccs91:Other eye dx:-0.494
Maternal Diagnosis:9ccs0:No DX:-0.274
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:-0.194
Maternal Diagnosis:9ccs50:DiabMel w/cm:-0.194
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.157
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:-0.157
Maternal Diagnosis:9ccs194:Forceps del:-0.135
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.120
Maternal Diagnosis:9ccs163:Other GU dx:-0.109
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 0.310 [0.041 2.334] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:1.000
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.457
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.343
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.339
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.271
Maternal Diagnosis:10ccs159:UTI-postPregnancy:0.228
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.228
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.228
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.226
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.202
Maternal Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.418 [0.574 3.504] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs259:Unclassified:1.000
Maternal Diagnosis:9ccs44:Neoplsm unsp:0.181
Maternal Diagnosis:9ccs4:Mycoses:0.181
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.181
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.181
Maternal Diagnosis:9ccs121:Oth vein dx:0.181
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.163
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.160
Maternal Lab History: RETIC HGB-postPregnancy:-0.145
Maternal Diagnosis:9ccs168:PID:0.139
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 1.256 [0.421 3.741] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:1.000
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.300
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.300
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.242
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.236
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.235
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.223
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.216
Diagnosis:9ccs252:Fatigue:0.212
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.212
Maternal Procedure History:90746-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Procedure History:90746-postPregnancy:1.000
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.648
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.648
Maternal Procedure History:90772-postPregnancy:-0.451
Maternal Procedure History:86580-postPregnancy:0.384
Maternal Procedure History:J1055-postPregnancy:-0.363
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:-0.292
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:-0.292
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.259
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.240
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.869 [0.425 1.778] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:1.000
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.364
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.354
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.308
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.295
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.292
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.273
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.248
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.247
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.241
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 2.527 [0.772 8.269] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.726
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.573
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.567
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.508
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.406
Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.406
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.406
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.406
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.368
Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs55:Fluid/elc dx:1.000
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.257
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.146
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.129
Maternal Diagnosis:9ccs175:Ot femal gen:0.125
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.100
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.100
Maternal Procedure History:90656-postPregnancy:0.093
Diagnosis:9ccs204:Ot joint dx:0.092
Diagnosis:9ccs242:Poisn ot med:0.092
Maternal Procedure History:90658-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.494
Correlated most with:
Maternal Procedure History:90658-postPregnancy:1.000
Maternal Lab History: eGFR-otherPregnancy:-0.487
Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.460
Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.460
Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.460
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.460
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.377
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.376
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.266
Maternal Lab History: eGFR-postPregnancy:-0.232
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 1.152 [0.625 2.123] | indivs AUC:0.518
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.447
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.422
Maternal Lab History: CREATININE-otherPregnancy:-0.421
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.410
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.374
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.329
Maternal Procedure History:99000-otherPregnancy:-0.305
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.273
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.266
Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs245:Syncope:0.341
Diagnosis:9ccs233:Intracrn inj:0.241
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.241
Newborn Diagnosis:9ccs59:Anemia:0.241
Diagnosis:9ccs118:Phlebitis:0.241
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.241
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.239
Maternal Procedure History:93005-postPregnancy:0.199
Diagnosis:9ccs48:Thyroid dsor:0.193
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.482
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:1.000
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.962
Diagnosis:9ccs232:Sprain:0.962
Maternal Lab History: FREE T-4-otherPregnancy:-0.725
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.680
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.481
Maternal Lab History: FREE T3-otherPregnancy:-0.433
Maternal Diagnosis:9ccs98:HTN:0.393
Maternal Lab History: PHOSPHOROUS-postPregnancy:0.392
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.386
Maternal Lab History: eGFR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: eGFR-postPregnancy:1.000
Maternal Lab History: eGFR-otherPregnancy:0.631
Maternal Procedure History:90658-postPregnancy:-0.232
Maternal Lab History: MUMPS IGG-postPregnancy:-0.229
Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:-0.207
Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:-0.207
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.207
Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:-0.207
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.207
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:-0.196
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 0.756 [0.294 1.943] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.298
Maternal Procedure History:90656-otherPregnancy:-0.293
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.272
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.271
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.247
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.247
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.246
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.244
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.238
Maternal Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs161:Ot dx kidney:1.000
Maternal Diagnosis:9ccs160:Urin stone:0.500
Maternal Diagnosis:9ccs215:gu cong anom:0.248
Newborn Diagnosis:9ccs215:gu cong anom:0.164
Maternal Diagnosis:9ccs7:Viral infect:0.130
Diagnosis:9ccs161:Ot dx kidney:0.117
Diagnosis:9ccs223:Birth trauma:0.107
Diagnosis:9ccs234:Crush injury:0.095
Diagnosis:9ccs8:Oth infectns:0.084
Diagnosis:9ccs124:Tonsillitis:0.084
Maternal Lab History: PTT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 2.065 [0.652 6.536] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: PTT-postPregnancy:1.000
Maternal Lab History: BICARBONATE-postPregnancy:0.319
Maternal Lab History: MAGNESIUM-postPregnancy:-0.288
Maternal Procedure History:97140-postPregnancy:-0.275
Maternal Lab History: CALCIUM-postPregnancy:0.271
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.265
Maternal Lab History: O2 SATURATION-postPregnancy:-0.265
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.254
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.241
Maternal Lab History: LDH-postPregnancy:-0.238
Maternal Diagnosis:9ccs69:Affective dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:1.000
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.447
Maternal Procedure History:93005-postPregnancy:0.366
Diagnosis:9ccs245:Syncope:0.315
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.257
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.198
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.138
Newborn Diagnosis:9ccs253:Allergy:0.138
Diagnosis:9ccs205:Back problem:0.125
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.111
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.331 [0.444 3.987] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:1.000
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.323
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.235
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.226
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.224
Maternal Diagnosis:10ccs250:Nausea/vomit-postPregnancy:0.217
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.217
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:0.217
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:0.217
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.217
Maternal Diagnosis:9ccs73:Preadult dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs73:Preadult dx:1.000
Maternal Diagnosis:9ccs59:Anemia:0.098
Maternal Diagnosis:9ccs187:Malposition:0.095
Maternal Diagnosis:9ccs191:Amnios dx:0.072
Diagnosis:9ccs133:Oth low resp:0.069
Diagnosis:9ccs90:Eye infectn:0.044
MatDeliveryAge:-0.040
Maternal Diagnosis:9ccs181:Ot preg comp:0.038
Diagnosis:9ccs7:Viral infect:0.028
Diagnosis:9ccs257:Ot aftercare:0.028
Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.476
Correlated most with:
Diagnosis:9ccs87:Retinal dx:-0.680
Diagnosis:9ccs238:Complic proc:-0.304
Diagnosis:10ccs238:Complic proc:-0.239
Diagnosis:9ccs2604:E Codes: Fire/burn:-0.239
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.197
Maternal Lab History: eGFR-postPregnancy:-0.156
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.151
Diagnosis:9ccs3:Oth bact inf:0.144
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:-0.125
Maternal Lab History: MUMPS IGG-postPregnancy:-0.124
Maternal Diagnosis:9ccs84:Headache/mig | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs84:Headache/mig:1.000
Maternal Diagnosis:9ccs89:Blindness:0.383
Lab:294495 LEAD, BLOOD - LMC:0.289
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.234
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.234
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.190
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:0.190
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.164
Maternal Diagnosis:9ccs238:Complic proc:0.132
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.122
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:1.000
Maternal Procedure History:81025-otherPregnancy:0.317
Maternal Diagnosis:10ccs250:Nausea/vomit-postPregnancy:0.241
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:0.241
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.241
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.241
Maternal Diagnosis:9ccs229:Fx arm-postPregnancy:0.241
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.228
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.213
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.192
Maternal Lab History: GAMMA GT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: GAMMA GT-otherPregnancy:1.000
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.586
Maternal Diagnosis:9ccs123:Influenza-otherPregnancy:0.549
Maternal Lab History: LDH-otherPregnancy:0.528
Maternal Lab History: BILE ACIDS-otherPregnancy:0.516
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.423
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.388
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.333
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.301
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.301
Maternal Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx:1.000
Maternal Diagnosis:9ccs196:Nml preg/del:-0.494
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.315
Maternal Diagnosis:9ccs90:Eye infectn:0.257
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.146
Diagnosis:9ccs83:Epilepsy/cnv:0.104
Maternal Lab History: BUN-postPregnancy:-0.102
Maternal Procedure History:90471-otherPregnancy:0.098
Maternal Lab History: ABS LYMPH-postPregnancy:-0.097
Maternal Lab History: 3 HOUR-otherPregnancy:0.089
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 95 | OR_unadj: 1.341 [0.788 2.281] | indivs AUC:0.520
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:1.000
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.329
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.282
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.238
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.228
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.226
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.223
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.219
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.215
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.210
* Maternal Lab History: 1 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 4.562 [1.217 17.105] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: 1 HOUR-otherPregnancy:1.000
Maternal Lab History: 2 HOUR-otherPregnancy:0.603
Maternal Lab History: 3 HOUR-otherPregnancy:0.490
Maternal Lab History: LH-postPregnancy:-0.453
Maternal Lab History: 1 HOUR-postPregnancy:0.448
Maternal Lab History: FASTING-postPregnancy:0.402
Maternal Lab History: FASTING-otherPregnancy:0.378
Maternal Lab History: 2 HOUR-postPregnancy:0.365
Maternal Lab History: URIC ACID-otherPregnancy:0.310
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.294
* Maternal Lab History: 3 HOUR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 4.562 [1.217 17.105] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: 3 HOUR-otherPregnancy:1.000
Maternal Lab History: 2 HOUR-otherPregnancy:0.589
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:-0.522
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:-0.522
Maternal Lab History: 1 HOUR-otherPregnancy:0.490
Maternal Lab History: 2 HOUR-postPregnancy:0.416
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.398
Maternal Procedure History:99211-otherPregnancy:0.344
Maternal Lab History: 1 HOUR-postPregnancy:0.336
Maternal Lab History: TSH-postPregnancy:-0.334
Maternal Lab History: CREATININE PERIOD-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: CREATININE PERIOD-postPregnancy:1.000
Maternal Lab History: TP PERIOD-postPregnancy:0.953
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.457
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.417
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.323
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.281
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.248
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.242
Diagnosis:9ccs243:Poisn nonmed:0.205
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.175
Maternal Diagnosis:10ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:1.000
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.611
Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.499
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.431
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.407
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.407
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.374
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.353
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.353
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.353
Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs175:Ot femal gen:1.000
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.205
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.166
Maternal Diagnosis:9ccs172:Ovarian cyst:0.166
Maternal Procedure History:96372-postPregnancy:0.141
Maternal Diagnosis:9ccs46:Bnign ut neo:0.130
Maternal Lab History: MAGNESIUM-postPregnancy:-0.117
Diagnosis:9ccs240:Burns:0.104
Diagnosis:9ccs163:Other GU dx:0.104
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.100
Maternal Procedure History:97001-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.481
Correlated most with:
Maternal Procedure History:97001-postPregnancy:1.000
Maternal Procedure History:97035-postPregnancy:-0.559
Maternal Lab History: FOLATE-postPregnancy:-0.504
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.365
Maternal Procedure History:97530-postPregnancy:0.323
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.259
Maternal Procedure History:97140-postPregnancy:-0.240
Maternal Lab History: IRON-postPregnancy:0.239
Maternal Procedure History:90656-postPregnancy:0.233
Maternal Procedure History:97112-postPregnancy:-0.222
Maternal Lab History: AST (SGOT)-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: AST (SGOT)-otherPregnancy:1.000
Maternal Lab History: GLOBULIN-otherPregnancy:0.685
Maternal Lab History: A/G-otherPregnancy:-0.595
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.503
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.401
Maternal Lab History: 2 HOUR-otherPregnancy:-0.246
Maternal Procedure History:S9470-otherPregnancy:0.239
Maternal Lab History: URIC ACID-otherPregnancy:0.235
Maternal Procedure History:86703-otherPregnancy:0.224
Maternal Procedure History:86703-postPregnancy:0.221
Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs212:Ot bone dx:1.000
Diagnosis:9ccs210:SLE:0.288
Diagnosis:9ccs254:Rehab:0.288
Diagnosis:9ccs52:Nutrit defic:0.141
Diagnosis:9ccs62:Coag/hemr dx:0.125
Diagnosis:9ccs209:Ot acq defor:0.095
Diagnosis:9ccs89:Blindness:0.090
Diagnosis:9ccs51:Ot endo dsor:0.077
Newborn Diagnosis:9ccs96:Hrt valve dx:0.070
Maternal Diagnosis:9ccs176:Contraceptiv:0.067
Maternal Lab History: NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: NEUTROPHIL-postPregnancy:1.000
Maternal Lab History: 3 HOUR-postPregnancy:-0.496
Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.480
Maternal Lab History: APTT-postPregnancy:-0.480
Maternal Lab History: PATIENT-postPregnancy:-0.480
Maternal Lab History: MONOCYTE-postPregnancy:-0.421
Maternal Lab History: INR-postPregnancy:-0.334
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.289
Maternal Diagnosis:9ccs237:Complic devi-otherPregnancy:0.271
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.211
Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs140:Gastritis:1.000
Lab:294205 TSH REFLEX TO FT4 - LMC:0.228
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.187
Maternal Diagnosis:10ccs93:Dizziness-postPregnancy:0.187
Maternal Diagnosis:9ccs217:Ot cong anom:0.187
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.155
Maternal Diagnosis:9ccs90:Eye infectn:0.151
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.122
Maternal Lab History: HERPES II IgG-otherPregnancy:0.121
Maternal Lab History: VARICELLA IGM-postPregnancy:0.110
Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:1.000
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.353
Newborn Diagnosis:9ccs5:HIV infectn:0.353
Diagnosis:9ccs118:Phlebitis:0.353
Diagnosis:9ccs16:Liver/ibd ca:0.353
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.248
Newborn Diagnosis:9ccs216:Nerv cong an:0.248
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.168
Newborn Diagnosis:9ccs95:Oth nerv dx:0.155
Maternal Diagnosis:9ccs5:HIV infectn:0.141
Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:1.000
Diagnosis:10ccs238:Complic proc:0.377
Diagnosis:9ccs2604:E Codes: Fire/burn:0.377
Maternal Diagnosis:9ccs4:Mycoses:0.377
Maternal Diagnosis:9ccs56:Cystic fibro:0.377
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.319
Diagnosis:9ccs242:Poisn ot med:0.283
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.266
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.216
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.213
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:1.000
Maternal Lab History: NT MoM-postPregnancy:0.447
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.286
Maternal Lab History: PAPP-A-postPregnancy:-0.271
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.221
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.185
Maternal Lab History: RETIC HGB-postPregnancy:-0.177
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.167
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.159
Maternal Diagnosis:9ccs217:Ot cong anom:0.159
Maternal Lab History: GFR Calculation-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GFR Calculation-otherPregnancy:1.000
Maternal Lab History: GFR in African American-otherPregnancy:1.000
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.468
Lab:323825 STREP SCREEN THROAT - Sunrise:0.423
Maternal Lab History: HERPES I IgG-otherPregnancy:0.386
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.369
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.343
Maternal Lab History: PH-otherPregnancy:0.321
Maternal Lab History: BUN-otherPregnancy:-0.265
Maternal Lab History: GLUCOSE-otherPregnancy:-0.210
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.522 [0.159 1.719] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:1.000
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.354
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.290
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.215
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.209
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.208
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.191
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.191
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.191
Maternal Procedure History:J1055-postPregnancy:0.184
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.515
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:1.000
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.315
Maternal Diagnosis:9ccs92:Otitis media-otherPregnancy:0.277
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.277
Maternal Diagnosis:9ccs46:Bnign ut neo-otherPregnancy:0.241
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.241
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.241
Maternal Diagnosis:10ccs171:Menstrual dx-otherPregnancy:0.241
Maternal Diagnosis:9ccs55:Fluid/elc dx-otherPregnancy:0.241
Newborn Diagnosis:9ccs5:HIV infectn:0.241
Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs242:Poisn ot med:1.000
Diagnosis:9ccs2604:E Codes: Fire/burn:0.377
Diagnosis:10ccs238:Complic proc:0.377
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.377
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.336
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.329
Diagnosis:9ccs204:Ot joint dx:0.283
Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.268
Maternal Lab History: MICROALBUMIN-postPregnancy:0.268
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.266
Maternal Lab History: A/G-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: A/G-otherPregnancy:1.000
Maternal Lab History: GLOBULIN-otherPregnancy:-0.727
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.595
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.439
Maternal Lab History: URIC ACID-otherPregnancy:-0.330
Maternal Lab History: A/G-postPregnancy:0.324
Diagnosis:9ccs76:Meningitis:-0.318
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.309
Maternal Procedure History:86703-postPregnancy:-0.305
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.300
Maternal Lab History: COLONY COUNT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: COLONY COUNT-postPregnancy:1.000
Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.660
Diagnosis:9ccs117:Ot circul dx:0.312
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:-0.163
Maternal Lab History: POTASSIUM-postPregnancy:0.122
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.116
Maternal Lab History: LACTIC ACID-postPregnancy:0.115
Maternal Lab History: BASOPHIL-postPregnancy:0.099
Maternal Diagnosis:10ccs168:PID-postPregnancy:-0.094
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:-0.094
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:1.000
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.315
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:0.315
Maternal Lab History: LIPASE-otherPregnancy:0.249
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.245
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.233
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.222
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.222
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.222
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.222
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:1.000
Maternal Diagnosis:9ccs2603:E Codes: Fall-otherPregnancy:0.383
Newborn Diagnosis:9ccs5:HIV infectn:0.383
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.383
Maternal Diagnosis:9ccs237:Complic devi-otherPregnancy:0.383
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.271
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.271
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.250
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.221
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:0.191
* Maternal Lab History: TIMED URINE CREATININE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 40.510 [4.962 330.693] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:1.000
Newborn Diagnosis:9ccs176:Contraceptiv:-0.396
Diagnosis:9ccs188:Pelvic obstr:-0.280
Maternal Lab History: ESTRADIOL-postPregnancy:-0.280
Maternal Lab History: BICARBONATE-postPregnancy:0.263
Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.248
Maternal Lab History: 3 HOUR-otherPregnancy:-0.230
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.224
Maternal Lab History: TP PERIOD-postPregnancy:-0.224
Maternal Lab History: O2 SATURATION-postPregnancy:-0.203
Maternal Lab History: BETA-HCG QUANT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:1.000
Maternal Lab History: FREE T3-postPregnancy:0.293
Maternal Lab History: FREE T3-otherPregnancy:0.267
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.239
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.236
Diagnosis:9ccs175:Ot femal gen:0.205
Maternal Lab History: A/G-otherPregnancy:0.197
Maternal Diagnosis:9ccs92:Otitis media-otherPregnancy:0.191
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.189
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.185
Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs172:Ovarian cyst-postPregnancy:1.000
Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.499
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.353
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.287
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.250
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.248
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.248
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.222
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.222
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.203
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.415 [0.469 4.266] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:1.000
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.296
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.222
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.222
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.222
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.222
Maternal Diagnosis:10ccs135:Intest infct-postPregnancy:0.222
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.222
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.220
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.206
* Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:1.000
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.445
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.395
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.291
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.281
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.270
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.232
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.229
Maternal Lab History: ALT-postPregnancy:0.227
Maternal Lab History: 1/2 HOUR-postPregnancy:0.221
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 0.283 [0.068 1.180] | indivs AUC:0.482
Correlated most with:
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:1.000
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.322
Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.230
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.226
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.218
Maternal Diagnosis:10ccs93:Dizziness-postPregnancy:0.218
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.210
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.204
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.199
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.198
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:1.000
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.566
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.500
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.457
Maternal Diagnosis:9ccs95:Oth nerv dx:0.287
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.248
Maternal Diagnosis:9ccs159:UTI:0.174
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.153
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.147
Maternal Lab History: RUBELLA-otherPregnancy:0.145
Maternal Diagnosis:9ccs160:Urin stone | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs160:Urin stone:1.000
Maternal Diagnosis:9ccs215:gu cong anom:0.500
Maternal Diagnosis:9ccs161:Ot dx kidney:0.500
Maternal Diagnosis:9ccs7:Viral infect:0.266
Diagnosis:9ccs159:UTI:0.103
Diagnosis:9ccs259:Unclassified:0.091
Newborn Diagnosis:9ccs222:Perint jaund:0.073
Diagnosis:9ccs90:Eye infectn:0.044
Diagnosis:9ccs200:Oth skin dx:0.040
Maternal Diagnosis:9ccs181:Ot preg comp:0.038
Maternal Lab History: LDH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 2.838 [0.705 11.421] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: LDH-otherPregnancy:1.000
Maternal Lab History: GAMMA GT-otherPregnancy:0.528
Maternal Diagnosis:9ccs123:Influenza-otherPregnancy:0.305
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.236
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.218
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.214
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.191
Maternal Lab History: BILE ACIDS-otherPregnancy:0.189
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.182
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.173
Maternal Lab History: FERRITIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: FERRITIN-postPregnancy:1.000
Maternal Lab History: HERPES II IgG-postPregnancy:0.743
Maternal Lab History: UIBC-postPregnancy:-0.731
Maternal Lab History: VITAMIN B-12-postPregnancy:0.714
Maternal Lab History: IRON % SATURATION-postPregnancy:0.676
Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:0.644
Maternal Lab History: RETICULOCYTES-postPregnancy:0.644
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.335
Maternal Lab History: BICARBONATE-postPregnancy:0.317
Maternal Lab History: O2 SATURATION-postPregnancy:-0.309
Maternal Lab History: 2 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 3.408 [0.809 14.349] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: 2 HOUR-postPregnancy:1.000
Maternal Lab History: 1 HOUR-postPregnancy:0.620
Maternal Procedure History:99211-otherPregnancy:0.514
Maternal Lab History: TSH-postPregnancy:-0.507
Maternal Lab History: 2 HOUR-otherPregnancy:0.470
Maternal Lab History: 3 HOUR-otherPregnancy:0.416
Maternal Lab History: 1 HOUR-otherPregnancy:0.365
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.343
Maternal Diagnosis:9ccs238:Complic proc-otherPregnancy:-0.314
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.255
Maternal Lab History: BAND NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:1.000
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.334
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.193
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.189
Maternal Lab History: TSH-otherPregnancy:-0.186
Maternal Procedure History:36415-postPregnancy:0.154
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.147
Maternal Diagnosis:9ccs237:Complic devi-otherPregnancy:-0.138
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:-0.138
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.134
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:1.000
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.324
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.289
Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.289
Maternal Lab History: T-3(Total)-otherPregnancy:-0.289
Maternal Diagnosis:9ccs240:Burns-postPregnancy:0.287
Maternal Lab History: MONOCYTE-otherPregnancy:0.271
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:0.234
Maternal Lab History: MONOCYTE-postPregnancy:0.231
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.180
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 3.254 [0.946 11.197] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.301
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:0.301
Maternal Diagnosis:10ccs251:Abdomnl pain-otherPregnancy:0.301
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.301
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:0.301
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.301
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.301
Maternal Procedure History:86703-postPregnancy:0.295
Maternal Lab History: A/G-otherPregnancy:-0.284
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:1.000
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.341
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.339
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.300
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:0.277
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.251
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.241
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.241
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.241
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.241
Maternal Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs215:gu cong anom:1.000
Maternal Diagnosis:9ccs160:Urin stone:0.500
Maternal Diagnosis:9ccs217:Ot cong anom:0.353
Maternal Diagnosis:9ccs117:Ot circul dx:0.248
Maternal Diagnosis:9ccs161:Ot dx kidney:0.248
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.186
Newborn Diagnosis:9ccs215:gu cong anom:0.164
Diagnosis:9ccs141:Ot dx stomch:0.155
Diagnosis:9ccs214:GI cong anom:0.141
Maternal Diagnosis:9ccs7:Viral infect:0.130
Maternal Lab History: NT MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: NT MoM-otherPregnancy:1.000
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.895
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.488
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.353
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.314
Newborn Diagnosis:9ccs220:Birth asphyx:-0.304
Maternal Lab History: PROGESTERONE-otherPregnancy:0.304
Maternal Lab History: T-3(Total)-otherPregnancy:-0.304
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.283
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.267
Maternal Lab History: GFR in African American-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:1.000
Maternal Lab History: GFR Calculation-postPregnancy:1.000
Maternal Lab History: T-3(Total)-otherPregnancy:-0.396
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.297
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.290
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:-0.276
Maternal Procedure History:97035-postPregnancy:-0.276
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.276
Maternal Lab History: VARICELLA IGM-postPregnancy:-0.267
Maternal Lab History: T-3(Total)-postPregnancy:-0.264
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:1.000
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.328
Maternal Lab History: GLUCOSE POCT-otherPregnancy:-0.241
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.225
Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:0.217
Maternal Lab History: APF MoM-otherPregnancy:-0.204
Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:-0.198
Maternal Procedure History:93005-otherPregnancy:-0.198
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.191
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:-0.191
Maternal Procedure History:S9470-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.494
Correlated most with:
Maternal Procedure History:S9470-postPregnancy:1.000
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.351
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.272
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.252
Maternal Procedure History:36415-otherPregnancy:0.211
Maternal Procedure History:99211-otherPregnancy:0.197
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.187
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.151
Diagnosis:9ccs223:Birth trauma:0.149
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.148
Maternal Lab History: INHMOM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: INHMOM-otherPregnancy:1.000
Maternal Lab History: APF MoM-otherPregnancy:0.662
Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.622
Maternal Lab History: PAPP-A-otherPregnancy:0.528
Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.512
Maternal Procedure History:93005-otherPregnancy:0.512
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.417
Newborn Diagnosis:9ccs220:Birth asphyx:-0.398
Maternal Lab History: PROGESTERONE-otherPregnancy:0.397
Maternal Lab History: T-3(Total)-otherPregnancy:-0.397
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:1.000
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.887
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.855
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.726
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.628
Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.628
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.628
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.628
Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.627
Maternal Lab History: MICROALBUMIN-postPregnancy:0.627
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.802 [0.238 2.710] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:1.000
Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.287
Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.287
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.283
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.253
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.251
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.245
Maternal Lab History: LIPASE-postPregnancy:-0.240
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.239
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.238
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 1.576 [0.580 4.283] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:1.000
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.293
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.272
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.272
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.248
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.245
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.244
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.238
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.231
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.221
Maternal Diagnosis:9ccs182:Hemorr preg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.279 [0.037 2.087] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs182:Hemorr preg:1.000
Maternal Diagnosis:9ccs184:Early labor:0.152
Newborn Diagnosis:9ccs219:Low birth wt:0.151
Diagnosis:9ccs63:Wht blood dx:0.148
Maternal Lab History: PTT-otherPregnancy:0.138
Newborn Diagnosis:9ccs256:Exam/eval:0.126
Maternal Diagnosis:9ccs175:Ot femal gen:0.104
Maternal Diagnosis:9ccs117:Ot circul dx:0.104
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.104
Maternal Lab History: URINE KETONES-otherPregnancy:0.103
Maternal Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs204:Ot joint dx:1.000
Maternal Diagnosis:9ccs155:Other GI dx:0.315
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.287
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.234
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.174
Maternal Diagnosis:9ccs106:Dysrhythmia:0.145
Maternal Diagnosis:9ccs168:PID:0.145
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.138
Diagnosis:9ccs124:Tonsillitis:0.124
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.109
Maternal Lab History: UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: UREA NITROGEN-otherPregnancy:1.000
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.605
Maternal Lab History: GFR Calculation-otherPregnancy:-0.468
Maternal Lab History: GFR in African American-otherPregnancy:-0.467
Maternal Lab History: BUN-otherPregnancy:0.334
Maternal Lab History: MONOCYTE-otherPregnancy:-0.299
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.255
Maternal Lab History: UREA NITROGEN-postPregnancy:0.230
Maternal Diagnosis:9ccs89:Blindness-otherPregnancy:0.224
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.204
Maternal Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs143:Abdom hernia:1.000
Maternal Diagnosis:9ccs121:Oth vein dx:0.500
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.287
Maternal Diagnosis:9ccs238:Complic proc:0.202
Diagnosis:9ccs240:Burns:0.141
Diagnosis:9ccs153:GI hemorrhag:0.117
Maternal Diagnosis:9ccs176:Contraceptiv:0.107
Maternal Diagnosis:9ccs259:Unclassified:0.086
Diagnosis:9ccs124:Tonsillitis:0.084
Diagnosis:9ccs122:Pneumonia:0.080
Maternal Lab History: HCG-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: HCG-otherPregnancy:1.000
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.429
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.370
Maternal Diagnosis:9ccs3:Oth bact inf:0.348
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.346
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.288
Maternal Lab History: hCG MoM-otherPregnancy:0.281
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:-0.263
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.246
Maternal Lab History: IRON-otherPregnancy:0.246
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Diagnosis:9ccs252:Fatigue:0.301
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.299
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.214
Maternal Procedure History:97035-postPregnancy:0.214
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.214
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.211
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.211
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.176
Maternal Diagnosis:9ccs53:Hyperlipidem:0.171
* Maternal Lab History: FASTING-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 3.799 [1.064 13.558] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: FASTING-postPregnancy:1.000
Maternal Lab History: LH-postPregnancy:-0.524
Maternal Lab History: FASTING-otherPregnancy:0.432
Maternal Lab History: 1 HOUR-otherPregnancy:0.402
Maternal Lab History: 1 HOUR-postPregnancy:0.370
Maternal Lab History: 1/2 HOUR-postPregnancy:0.327
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.301
Newborn Diagnosis:9ccs216:Nerv cong an:-0.293
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.277
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.243
Maternal Lab History: BILE ACIDS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: BILE ACIDS-otherPregnancy:1.000
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.964
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.900
Maternal Lab History: GAMMA GT-otherPregnancy:0.516
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.420
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.344
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:-0.338
Maternal Diagnosis:10ccs251:Abdomnl pain-otherPregnancy:-0.338
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.326
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.326
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:1.000
Maternal Procedure History:S9470-postPregnancy:0.272
Maternal Diagnosis:9ccs89:Blindness-otherPregnancy:0.234
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.232
Maternal Lab History: PT-otherPregnancy:-0.205
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.202
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.180
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.164
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.151
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.141
Maternal Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.777 [0.628 22.717] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx:1.000
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.315
Diagnosis:9ccs168:PID:0.155
Diagnosis:9ccs63:Wht blood dx:0.155
Maternal Diagnosis:9ccs196:Nml preg/del:-0.120
Maternal Diagnosis:9ccs106:Dysrhythmia:0.088
Maternal Diagnosis:9ccs60:Acut p-h anm:0.084
Maternal Diagnosis:9ccs259:Unclassified:0.075
Maternal Diagnosis:9ccs128:Asthma:0.063
Maternal Diagnosis:9ccs181:Ot preg comp:0.062
* Maternal Lab History: TP VOLUME-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 4.562 [1.217 17.105] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: TP VOLUME-postPregnancy:1.000
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.689
Newborn Diagnosis:9ccs176:Contraceptiv:0.429
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.342
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.309
Diagnosis:9ccs188:Pelvic obstr:0.303
Maternal Lab History: ESTRADIOL-postPregnancy:0.303
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.298
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.248
Maternal Lab History: TP PERIOD-postPregnancy:-0.229
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:1.000
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.323
Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.323
Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.323
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.323
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.240
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.235
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.235
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.228
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.228
Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs75:Hx mental dx:1.000
Maternal Diagnosis:9ccs194:Forceps del:0.287
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.203
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.202
Diagnosis:9ccs123:Influenza:0.146
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.117
Maternal Diagnosis:9ccs168:PID:0.116
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.114
Maternal Lab History: WEIGHT-postPregnancy:0.113
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.110
Maternal Lab History: URINE CULTURE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.481
Correlated most with:
Maternal Lab History: URINE CULTURE-otherPregnancy:1.000
Maternal Lab History: URINE CULTURE-postPregnancy:0.565
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.351
Maternal Diagnosis:9ccs62:Coag/hemr dx-otherPregnancy:0.351
Maternal Lab History: RDW-otherPregnancy:0.183
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.176
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.161
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.150
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:-0.149
Newborn Diagnosis:9ccs197:Skin infectn:-0.149
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:1.000
Maternal Diagnosis:9ccs101:Coron athero-postPregnancy:0.353
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.353
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.353
Maternal Diagnosis:10ccs135:Intest infct-postPregnancy:0.353
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.351
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.295
Maternal Lab History: FOLATE-postPregnancy:0.282
Maternal Lab History: FREE T-4-postPregnancy:0.280
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.264
Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:1.000
Maternal Diagnosis:10ccs250:Nausea/vomit-postPregnancy:0.500
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.500
Maternal Diagnosis:10ccs93:Dizziness-postPregnancy:0.353
Maternal Diagnosis:10ccs49:DiabMel no c-postPregnancy:0.353
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.353
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.353
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.351
Maternal Lab History: RET ABS-postPregnancy:-0.320
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.315
Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.498
Correlated most with:
Diagnosis:10ccs238:Complic proc:0.310
Diagnosis:9ccs2604:E Codes: Fire/burn:0.310
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.310
Diagnosis:9ccs163:Other GU dx:-0.238
Diagnosis:9ccs219:Low birth wt:-0.163
Maternal Diagnosis:9ccs128:Asthma:-0.132
Diagnosis:9ccs204:Ot joint dx:0.117
Diagnosis:9ccs242:Poisn ot med:0.117
Diagnosis:9ccs224:Ot perint dx:-0.111
Maternal Procedure History:86703-postPregnancy:0.101
Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs51:Ot endo dsor:1.000
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.288
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:0.288
Maternal Diagnosis:9ccs113:Late eff CVD-otherPregnancy:0.288
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.262
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.204
Maternal Diagnosis:9ccs120:Hemmorhoids:0.202
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.202
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.172
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.141
Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.292
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.197
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.114
Maternal Diagnosis:9ccs136:Teeth dx-otherPregnancy:0.114
Maternal Procedure History:97014-postPregnancy:-0.111
Diagnosis:9ccs138:Esophgeal dx:-0.108
Diagnosis:9ccs250:Nausea/vomit:-0.100
Diagnosis:9ccs74:Ot mentl cnd:-0.082
Maternal Procedure History:97110-postPregnancy:-0.076
Diagnosis:9ccs133:Oth low resp:-0.071
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy:0.222
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.222
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.222
Maternal Diagnosis:9ccs235:Opn wnd head:0.222
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.222
Diagnosis:9ccs118:Phlebitis:0.222
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.189
Diagnosis:9ccs204:Ot joint dx:0.163
Maternal Procedure History:97035-postPregnancy:0.159
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:1.000
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.324
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.266
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.190
Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.190
Maternal Lab History: T-3(Total)-otherPregnancy:-0.190
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.187
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.187
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.187
Maternal Diagnosis:9ccs217:Ot cong anom:0.187
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.387
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:0.333
Maternal Diagnosis:9ccs113:Late eff CVD-otherPregnancy:0.333
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:0.333
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.333
Maternal Diagnosis:10ccs171:Menstrual dx-otherPregnancy:0.333
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.333
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.333
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.330
Maternal Procedure History:90472-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.511
Correlated most with:
Maternal Procedure History:90472-postPregnancy:1.000
Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:0.565
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.296
Maternal Procedure History:90649-postPregnancy:0.233
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.195
Maternal Lab History: GLUCOSE-postPregnancy:-0.187
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.169
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.146
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.144
Maternal Lab History: CHLORIDE-postPregnancy:-0.140
Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.496
Correlated most with:
Newborn Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs213:Cardiac anom:0.330
Diagnosis:9ccs96:Hrt valve dx:0.181
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.174
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.146
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.141
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.141
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125
Maternal Diagnosis:9ccs128:Asthma:0.105
Lab:292208 CBC/DIFF/PLT - Sunrise:-0.103
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:1.000
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.633
Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.560
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.334
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.305
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.278
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:-0.273
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.255
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.240
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.240
Maternal Diagnosis:9ccs194:Forceps del | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs194:Forceps del:1.000
Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.431
Maternal Lab History: APF MoM-otherPregnancy:0.368
Maternal Lab History: INHMOM-otherPregnancy:0.362
Maternal Procedure History:93005-otherPregnancy:0.354
Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.353
Diagnosis:9ccs75:Hx mental dx:0.287
Maternal Lab History: PAPP-A-otherPregnancy:0.252
Maternal Diagnosis:9ccs163:Other GU dx:0.202
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.174
Maternal Lab History: TP VOLUME-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: TP VOLUME-otherPregnancy:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.688
Maternal Procedure History:93005-otherPregnancy:-0.525
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.490
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.335
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.333
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.248
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.248
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.230
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.203
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:1.000
Maternal Diagnosis:10ccs135:Intest infct-postPregnancy:0.377
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.377
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.377
Maternal Lab History: RETIC HGB-postPregnancy:-0.298
Maternal Lab History: TSH-postPregnancy:0.268
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.268
Maternal Procedure History:97035-postPregnancy:0.268
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.268
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.266
Maternal Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs163:Other GU dx:1.000
Maternal Diagnosis:9ccs175:Ot femal gen:0.202
Maternal Diagnosis:9ccs194:Forceps del:0.202
Maternal Lab History: SODIUM-otherPregnancy:-0.115
Maternal Diagnosis:9ccs196:Nml preg/del:-0.109
Newborn Diagnosis:9ccs96:Hrt valve dx:0.104
Diagnosis:9ccs167:Breast dx:0.104
Diagnosis:9ccs140:Gastritis:0.104
Diagnosis:9ccs213:Cardiac anom:0.102
Newborn Diagnosis:9ccs213:Cardiac anom:0.097
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:1.000
Maternal Diagnosis:9ccs101:Coron athero-postPregnancy:0.333
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.297
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.269
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.234
Maternal Diagnosis:9ccs204:Ot joint dx:0.234
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.210
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.205
Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.194
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.194
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:1.000
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.377
Maternal Diagnosis:9ccs113:Late eff CVD-otherPregnancy:0.377
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:0.377
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.377
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:0.377
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.336
Lab:294495 LEAD, BLOOD - LMC:0.328
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.315
Maternal Lab History: NT MoM-otherPregnancy:0.314
Maternal Lab History: FREE T3-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: FREE T3-postPregnancy:1.000
Maternal Lab History: FREE T3-otherPregnancy:0.766
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.559
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.395
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.395
Maternal Lab History: FREE T-4-otherPregnancy:0.327
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.300
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.293
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.280
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.258
Maternal Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs253:Allergy:1.000
Maternal Diagnosis:9ccs106:Dysrhythmia:0.145
Diagnosis:9ccs0:No DX:0.071
Maternal Diagnosis:9ccs190:Fetal distrs:0.064
Diagnosis:9ccs200:Oth skin dx:0.056
Diagnosis:9ccs126:Ot up rsp in:-0.056
Newborn Diagnosis:9ccs222:Perint jaund:0.046
Maternal Diagnosis:9ccs191:Amnios dx:0.045
Maternal Diagnosis:9ccs195:Ot compl bir:0.040
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.037
Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs147:Anal/rectal:1.000
Diagnosis:9ccs228:Fx skull fac:0.249
Diagnosis:9ccs2619:e codes: other specified- nec:0.249
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.249
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.178
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.174
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.174
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.174
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.155
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.151
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 1.360 [0.552 3.350] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.405
Maternal Lab History: CREATININE-otherPregnancy:-0.301
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.266
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.262
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.254
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.238
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.236
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.236
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.226
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 40 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:1.000
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.440
Maternal Procedure History:97803-otherPregnancy:0.359
Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.311
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.278
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.254
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.246
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.221
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.220
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.192
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:1.000
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.319
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.302
Maternal Diagnosis:9ccs105:Conduction-postPregnancy:0.241
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.241
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.241
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.241
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.241
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.241
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.241
Newborn Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs214:GI cong anom:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.234
Diagnosis:9ccs161:Ot dx kidney:0.169
Diagnosis:9ccs258:Other screen:0.124
Newborn Diagnosis:9ccs217:Ot cong anom:0.094
Newborn Diagnosis:9ccs94:Other ear dx:-0.090
Lab:295669 BILIRUBIN DIRECT - LMC:0.089
Maternal Lab History: MPV-postPregnancy:0.078
Diagnosis:9ccs127:COPD:0.075
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070
Maternal Procedure History:97010-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:97010-postPregnancy:1.000
Maternal Procedure History:97032-postPregnancy:0.982
Maternal Procedure History:97140-postPregnancy:0.838
Maternal Procedure History:97110-postPregnancy:0.593
Maternal Lab History: BASE DEFICIT-postPregnancy:0.465
Maternal Lab History: BICARBONATE-postPregnancy:-0.433
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:-0.309
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.295
Maternal Lab History: O2 SATURATION-postPregnancy:0.278
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.244
Maternal Lab History: GLOBULIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: GLOBULIN-otherPregnancy:1.000
Maternal Lab History: A/G-otherPregnancy:-0.727
Maternal Lab History: AST (SGOT)-otherPregnancy:0.685
Maternal Lab History: GLOBULIN-postPregnancy:0.326
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.323
Maternal Lab History: URIC ACID-otherPregnancy:0.295
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.275
Maternal Procedure History:86703-postPregnancy:0.270
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.264
Maternal Lab History: FASTING-otherPregnancy:0.261
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:1.000
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.470
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.434
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.431
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.408
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.408
Diagnosis:9ccs145:Int obstruct:0.408
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.408
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.408
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:0.408
Maternal Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:1.000
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.577
Diagnosis:9ccs5:HIV infectn:0.408
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.408
Newborn Diagnosis:9ccs5:HIV infectn:0.408
Maternal Lab History: TRANSFERRIN-postPregnancy:0.289
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.287
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.194
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.156
Maternal Lab History: IRON-postPregnancy:-0.143
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.489
Correlated most with:
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:1.000
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.372
Maternal Lab History: ALT-postPregnancy:0.345
Maternal Lab History: GAMMA GT-postPregnancy:0.327
Maternal Lab History: VLDL-postPregnancy:0.269
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.260
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.255
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.255
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.252
Maternal Lab History: BILE ACIDS-otherPregnancy:0.249
Maternal Diagnosis:9ccs172:Ovarian cyst | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs172:Ovarian cyst:1.000
Lab:306025 PPD:0.364
Diagnosis:9ccs175:Ot femal gen:0.166
Maternal Diagnosis:9ccs46:Bnign ut neo:0.155
Diagnosis:9ccs61:Sickle cell:0.146
Maternal Diagnosis:9ccs149:Biliary dx:0.138
Diagnosis:9ccs205:Back problem:0.125
Newborn Diagnosis:9ccs96:Hrt valve dx:0.115
Newborn Diagnosis:9ccs222:Perint jaund:0.091
Diagnosis:9ccs134:Ot uppr resp:0.067
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:1.000
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.363
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.363
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.363
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.302
Maternal Diagnosis:9ccs204:Ot joint dx:0.287
Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.287
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.269
Maternal Procedure History:87880-postPregnancy:0.264
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.255
Maternal Lab History: BASE DEFICIT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: BASE DEFICIT-postPregnancy:1.000
Maternal Lab History: BICARBONATE-postPregnancy:-0.692
Maternal Procedure History:97140-postPregnancy:0.537
Maternal Procedure History:97010-postPregnancy:0.465
Maternal Procedure History:97032-postPregnancy:0.426
Maternal Procedure History:97110-postPregnancy:0.320
Maternal Lab History: PO2-postPregnancy:0.277
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.258
Maternal Lab History: PTT-postPregnancy:-0.226
Maternal Lab History: O2 SATURATION-postPregnancy:0.224
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.128 [0.324 3.925] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:1.000
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.409
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.309
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.288
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.235
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:0.235
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.235
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.235
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.235
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.231
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:1.000
Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:0.816
Maternal Lab History: HERPES 1/2 IGM-postPregnancy:-0.500
Maternal Lab History: HERPES I IgG-postPregnancy:0.476
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.353
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.353
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.211
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.200
Maternal Procedure History:36415-postPregnancy:0.178
Maternal Lab History: PROLACTIN-postPregnancy:0.159
Maternal Lab History: PAPP-A-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: PAPP-A-otherPregnancy:1.000
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.589
Maternal Diagnosis:9ccs3:Oth bact inf:0.577
Maternal Lab History: INHMOM-otherPregnancy:0.528
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.491
Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.432
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.418
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.408
Maternal Lab History: IRON-otherPregnancy:0.408
Maternal Lab History: FOLATE-otherPregnancy:0.408
Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs61:Sickle cell:1.000
Lab:306025 PPD:0.272
Diagnosis:9ccs190:Fetal distrs:0.234
Diagnosis:9ccs64:Ot hematl dx:0.232
Maternal Diagnosis:9ccs61:Sickle cell:0.218
Maternal Diagnosis:9ccs172:Ovarian cyst:0.146
Maternal Diagnosis:9ccs46:Bnign ut neo:0.113
Diagnosis:9ccs259:Unclassified:0.111
Newborn Diagnosis:9ccs256:Exam/eval:0.082
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
* Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 3.571 [1.159 11.003] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:1.000
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.391
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.277
Diagnosis:9ccs145:Int obstruct:0.276
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.245
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.245
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.245
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.245
Maternal Lab History: URINE SUGAR-otherPregnancy:0.236
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.222
* Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.511
Correlated most with:
Maternal Procedure History:97014-postPregnancy:-0.371
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:-0.317
Diagnosis:9ccs16:Liver/ibd ca:-0.310
Maternal Procedure History:97110-postPregnancy:-0.256
Newborn Diagnosis:9ccs216:Nerv cong an:-0.219
Maternal Lab History: GLUCOSE-postPregnancy:-0.191
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.139
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.128
Diagnosis:9ccs216:Nerv cong an:-0.110
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.104
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.482
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:1.000
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.633
Maternal Lab History: PAPP-A-otherPregnancy:0.589
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.368
Maternal Diagnosis:9ccs73:Preadult dx-postPregnancy:0.352
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:-0.332
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.330
Maternal Lab History: NT MoM-otherPregnancy:0.283
Maternal Lab History: URIC ACID-otherPregnancy:-0.260
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.260
Maternal Diagnosis:9ccs236:Opn wnd extr-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs236:Opn wnd extr-postPregnancy:1.000
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.330
Maternal Lab History: hCG MoM-otherPregnancy:0.289
Maternal Lab History: RUBELLA-otherPregnancy:0.282
Maternal Lab History: RUBELLA-postPregnancy:0.277
Maternal Procedure History:86580-postPregnancy:0.245
Maternal Lab History: BETA HCG FREE-postPregnancy:0.219
Maternal Lab History: ESTRIOL-otherPregnancy:-0.207
Maternal Lab History: hCG MoM-postPregnancy:0.204
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.191
Maternal Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs244:Other injury:1.000
Maternal Diagnosis:9ccs157:Ac renl fail:0.707
Maternal Diagnosis:9ccs249:Shock:0.707
Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.499
Maternal Diagnosis:9ccs159:UTI:0.248
Newborn Diagnosis:9ccs253:Allergy:0.222
Maternal Diagnosis:9ccs191:Amnios dx:0.102
Newborn Diagnosis:9ccs94:Other ear dx:-0.090
Diagnosis:9ccs113:Late eff CVD:0.071
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070
Maternal Lab History: PROLACTIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: PROLACTIN-postPregnancy:1.000
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.362
Diagnosis:9ccs199:Ulcer skin:-0.348
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.331
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.327
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.315
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.242
Diagnosis:9ccs231:Oth fracture:-0.229
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.210
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.207
Maternal Diagnosis:9ccs255:Social admin | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs243:Poisn nonmed:0.222
Lab:294495 LEAD, BLOOD - LMC:-0.204
Lab:292495 LEAD LEVEL - Sunrise:-0.190
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.133
Diagnosis:9ccs124:Tonsillitis:0.124
Diagnosis:9ccs96:Hrt valve dx:0.108
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.095
Diagnosis:9ccs213:Cardiac anom:0.092
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.074
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:1.000
Maternal Lab History: URIC ACID-otherPregnancy:0.566
Maternal Lab History: APF MoM-otherPregnancy:-0.334
Maternal Diagnosis:9ccs73:Preadult dx-postPregnancy:0.298
Maternal Lab History: 1 HOUR-otherPregnancy:0.294
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.212
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.204
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:0.204
Maternal Diagnosis:9ccs113:Late eff CVD-otherPregnancy:0.204
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.204
Maternal Lab History: HERPES II IgG-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HERPES II IgG-otherPregnancy:1.000
Maternal Diagnosis:9ccs3:Oth bact inf:-0.764
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.540
Maternal Lab History: IRON-otherPregnancy:-0.540
Maternal Lab History: FOLATE-otherPregnancy:-0.540
Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.540
Maternal Lab History: PAPP-A-otherPregnancy:-0.491
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.446
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:-0.441
Maternal Lab History: HCG-otherPregnancy:-0.346
Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs246:FUO:1.000
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.707
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.707
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.707
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.707
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.499
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.499
Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.499
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.499
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:0.407
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:1.000
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.323
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.317
Diagnosis:9ccs129:Asp pneumon:0.301
Maternal Diagnosis:10ccs135:Intest infct-postPregnancy:0.301
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.301
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.301
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.299
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.260
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.258
Maternal Diagnosis:9ccs126:Ot up rsp in | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in:1.000
Maternal Diagnosis:9ccs122:Pneumonia:0.577
Maternal Lab History: ESTRIOL-otherPregnancy:0.187
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.179
Maternal Lab History: hCG MoM-otherPregnancy:0.128
Maternal Diagnosis:9ccs106:Dysrhythmia:0.116
Maternal Diagnosis:9ccs168:PID:0.116
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.115
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.112
Maternal Diagnosis:9ccs59:Anemia:0.110
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:1.000
Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.500
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.353
Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.353
Maternal Diagnosis:9ccs250:Nausea/vomit:0.353
Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:0.287
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.248
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.248
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:-0.211
Maternal Lab History: GLUCOSE POCT-otherPregnancy:-0.188
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.706 [0.679 4.291] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:1.000
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.409
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.387
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.335
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.223
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.223
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.223
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.221
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.217
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.216
Maternal Lab History: GLUCOSE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: GLUCOSE-otherPregnancy:1.000
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.418
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.318
Newborn Diagnosis:9ccs5:HIV infectn:-0.318
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.225
Maternal Lab History: GFR in African American-otherPregnancy:-0.210
Maternal Lab History: GFR Calculation-otherPregnancy:-0.210
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.203
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.197
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:-0.184
Maternal Lab History: eGFR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: eGFR-otherPregnancy:1.000
Maternal Lab History: eGFR-postPregnancy:0.631
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:-0.530
Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:-0.530
Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:-0.530
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:-0.530
Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:-0.530
Maternal Procedure History:90658-postPregnancy:-0.487
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:-0.433
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.306
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:1.000
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.399
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.301
Diagnosis:9ccs252:Fatigue:0.301
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.283
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.238
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.220
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.214
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.212
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.211
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:1.000
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.605
Maternal Diagnosis:9ccs240:Burns-postPregnancy:0.500
Maternal Lab History: T-3(Total)-otherPregnancy:-0.500
Maternal Lab History: GFR Calculation-otherPregnancy:0.369
Maternal Lab History: GFR in African American-otherPregnancy:0.369
Maternal Procedure History:81025-otherPregnancy:0.327
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.317
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.289
Maternal Lab History: BUN-otherPregnancy:-0.283
Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:294205 TSH REFLEX TO FT4 - LMC:1.000
Lab:294147 FREE T4 - LMC:0.502
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.303
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.303
Diagnosis:9ccs140:Gastritis:0.228
Maternal Procedure History:90746-postPregnancy:-0.196
Diagnosis:9ccs48:Thyroid dsor:-0.167
Maternal Procedure History:86580-postPregnancy:-0.160
Maternal Diagnosis:9ccs61:Sickle cell:-0.101
Diagnosis:9ccs94:Other ear dx:0.076
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:1.000
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.587
Maternal Lab History: MUMPS IGG-postPregnancy:0.353
Maternal Lab History: TRANSFERRIN-postPregnancy:-0.307
Maternal Lab History: TP PERIOD-postPregnancy:0.252
Maternal Diagnosis:9ccs64:Ot hematl dx-postPregnancy:0.251
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.242
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.221
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.221
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.170
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:1.000
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.434
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.434
Maternal Diagnosis:10ccs93:Dizziness-postPregnancy:0.377
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.377
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.374
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.374
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.352
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.306
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.266
* Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 8.538 [1.419 51.351] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:1.000
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.564
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.398
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.398
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.363
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.351
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.316
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.315
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.305
Maternal Lab History: POLYS-postPregnancy:-0.288
Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.496
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):0.133
Newborn Diagnosis:9ccs221:Resp distres:0.095
Newborn Diagnosis:9ccs253:Allergy:0.085
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.082
Diagnosis:9ccs239:Superfic inj:-0.068
Diagnosis:9ccs215:gu cong anom:0.067
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.065
Diagnosis:9ccs197:Skin infectn:-0.065
Maternal Diagnosis:9ccs106:Dysrhythmia:0.056
Diagnosis:9ccs90:Eye infectn:0.046
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:1.000
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.447
Maternal Procedure History:93005-postPregnancy:0.366
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.315
Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.315
Diagnosis:9ccs245:Syncope:0.315
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.257
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.257
Maternal Procedure History:87880-postPregnancy:0.231
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.222
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:1.000
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.322
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.301
Maternal Diagnosis:9ccs178:Induc abortn-otherPregnancy:0.301
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.301
Maternal Diagnosis:10ccs46:Bnign ut neo-otherPregnancy:0.301
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.301
Maternal Diagnosis:9ccs121:Oth vein dx-otherPregnancy:0.301
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.271
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.267
Maternal Procedure History:97140-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:97140-postPregnancy:1.000
Maternal Procedure History:97010-postPregnancy:0.838
Maternal Procedure History:97032-postPregnancy:0.768
Maternal Lab History: BASE DEFICIT-postPregnancy:0.537
Maternal Lab History: BICARBONATE-postPregnancy:-0.500
Maternal Procedure History:97110-postPregnancy:0.369
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.341
Maternal Lab History: O2 SATURATION-postPregnancy:0.321
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.282
Maternal Lab History: PTT-postPregnancy:-0.275
Maternal Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs155:Other GI dx:1.000
Maternal Diagnosis:9ccs210:SLE:0.315
Maternal Diagnosis:9ccs204:Ot joint dx:0.315
Maternal Diagnosis:9ccs130:Pleurisy:0.315
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.198
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.180
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.146
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.138
Maternal Diagnosis:9ccs128:Asthma:0.135
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:-0.129
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:1.000
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.470
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.408
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.408
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.408
Maternal Lab History: T-3(Total)-postPregnancy:-0.352
Maternal Lab History: URINE SUGAR-postPregnancy:0.307
Maternal Lab History: T-3 UPTAKE-postPregnancy:-0.289
Maternal Lab History: T-4-postPregnancy:-0.289
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.287
Maternal Diagnosis:10ccs59:Anemia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:1.000
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.577
Maternal Diagnosis:10ccs657-postPregnancy:0.577
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.577
Maternal Procedure History:90663-postPregnancy:0.553
Maternal Procedure History:90470-postPregnancy:0.553
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.470
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.407
Maternal Diagnosis:10ccs49:DiabMel no c-postPregnancy:0.407
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.407
Maternal Diagnosis:10ccs251:Abdomnl pain-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:1.000
Maternal Diagnosis:10ccs251:Abdomnl pain-otherPregnancy:1.000
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.366
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.338
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.301
Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.289
Maternal Diagnosis:9ccs106:Dysrhythmia:0.207
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.203
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.167
Maternal Lab History: Alk Phos-otherPregnancy:0.153
Maternal Procedure History:97014-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.481
Correlated most with:
Maternal Procedure History:97014-postPregnancy:1.000
Maternal Procedure History:97110-postPregnancy:0.536
Maternal Lab History: GLUCOSE-postPregnancy:0.376
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.285
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.244
Maternal Procedure History:97035-postPregnancy:0.244
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.244
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.244
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.199
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.199
Maternal Lab History: IRON-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: IRON-postPregnancy:1.000
Maternal Lab History: RETIC HGB-postPregnancy:0.404
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.351
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.331
Maternal Diagnosis:10ccs159:UTI-postPregnancy:-0.294
Maternal Procedure History:97035-postPregnancy:-0.268
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.251
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:-0.247
Maternal Lab History: TRANSFERRIN-postPregnancy:-0.247
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.240
Maternal Lab History: CHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: CHOLIC ACID-otherPregnancy:1.000
Maternal Lab History: BILE ACIDS-otherPregnancy:0.964
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.751
Maternal Lab History: GAMMA GT-otherPregnancy:0.423
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.343
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:-0.289
Maternal Diagnosis:10ccs251:Abdomnl pain-otherPregnancy:-0.289
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.281
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.266
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.266
Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.312
Diagnosis:9ccs213:Cardiac anom:0.310
Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.236
Maternal Lab History: TSH-otherPregnancy:0.236
Diagnosis:9ccs96:Hrt valve dx:0.230
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.167
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.153
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.120
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.119
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:1.000
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.707
Maternal Diagnosis:10ccs49:DiabMel no c-postPregnancy:0.707
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.629
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.577
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.577
Maternal Lab History: APF MoM-otherPregnancy:-0.565
Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.500
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.500
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.439
Maternal Diagnosis:10ccs49:DiabMel no c-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:10ccs49:DiabMel no c-postPregnancy:1.000
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.707
Maternal Diagnosis:10ccs171:Menstrual dx-otherPregnancy:0.707
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.707
Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.499
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.499
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.445
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.407
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.407
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.407
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:1.000
Maternal Diagnosis:9ccs3:Oth bact inf:0.577
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.441
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.409
Maternal Lab History: VITAMIN B-12-otherPregnancy:0.409
Maternal Lab History: IRON-otherPregnancy:0.409
Maternal Lab History: FOLATE-otherPregnancy:0.409
Maternal Lab History: PAPP-A-otherPregnancy:0.333
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.275
Diagnosis:9ccs238:Complic proc:0.257
Maternal Lab History: PO2-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: PO2-postPregnancy:1.000
Maternal Lab History: O2 SATURATION-postPregnancy:0.689
Maternal Lab History: BICARBONATE-postPregnancy:-0.671
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.644
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.611
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.574
Maternal Diagnosis:9ccs117:Ot circul dx:0.456
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.408
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.391
Maternal Lab History: INR-postPregnancy:-0.351
Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:1.000
Lab:294147 FREE T4 - LMC:-0.353
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.234
Diagnosis:9ccs83:Epilepsy/cnv:0.193
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.167
Diagnosis:9ccs51:Ot endo dsor:0.113
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.109
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Diagnosis:9ccs167:Breast dx:0.104
Maternal Diagnosis:9ccs182:Hemorr preg:0.083
Maternal Diagnosis:9ccs136:Teeth dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs136:Teeth dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.577
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.577
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.376
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.332
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.332
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.273
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.214
Maternal Lab History: LDL-otherPregnancy:-0.206
Maternal Diagnosis:9ccs188:Pelvic obstr:0.204
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 28 | OR_unadj: 1.549 [0.622 3.859] | indivs AUC:0.512
Correlated most with:
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.403
Maternal Lab History: CHOLESTEROL-postPregnancy:0.397
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.372
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.314
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.299
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.291
Maternal Lab History: VLDL-postPregnancy:0.290
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.249
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.248
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:1.000
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.447
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.398
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.398
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.363
Maternal Lab History: LEAD LEVEL-otherPregnancy:0.317
Maternal Lab History: POLYS-postPregnancy:-0.301
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.280
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.259
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.245
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 38 | OR_unadj: 0.851 [0.329 2.200] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.310
Maternal Lab History: CREATININE-otherPregnancy:-0.307
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.303
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.301
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.273
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.252
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.227
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.227
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.225
Diagnosis:9ccs52:Nutrit defic | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs52:Nutrit defic:1.000
Diagnosis:9ccs210:SLE:0.500
Maternal Lab History: HCG-otherPregnancy:0.244
Diagnosis:9ccs62:Coag/hemr dx:0.222
Diagnosis:9ccs209:Ot acq defor:0.178
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.178
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.174
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.155
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.150
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.148
Maternal Lab History: PAPP-A MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: PAPP-A MoM-otherPregnancy:1.000
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.571
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.477
Maternal Diagnosis:9ccs3:Oth bact inf:0.477
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.449
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.446
Maternal Lab History: HCG-otherPregnancy:0.429
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.408
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.404
Maternal Lab History: PAPP-A-otherPregnancy:0.379
Maternal Lab History: COLONY COUNT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: COLONY COUNT-otherPregnancy:1.000
Maternal Lab History: Alk Phos-otherPregnancy:0.258
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.258
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.214
Maternal Lab History: HCG-postPregnancy:-0.195
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.181
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.173
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:0.173
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.171
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.165
* Maternal Lab History: CREATININE VOLUME-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 17.087 [1.770 164.921] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:1.000
Maternal Lab History: TP VOLUME-postPregnancy:0.689
Newborn Diagnosis:9ccs176:Contraceptiv:0.685
Diagnosis:9ccs188:Pelvic obstr:0.485
Maternal Lab History: ESTRADIOL-postPregnancy:0.484
Maternal Diagnosis:9ccs98:HTN:0.229
Maternal Diagnosis:9ccs149:Biliary dx:0.217
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.184
Maternal Lab History: 3 HOUR-otherPregnancy:-0.181
Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.175
Maternal Lab History: URIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: URIC ACID-postPregnancy:1.000
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.384
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.366
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:-0.293
Maternal Procedure History:97035-postPregnancy:-0.293
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.293
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.293
Maternal Procedure History:97140-postPregnancy:0.273
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.240
Maternal Procedure History:97010-postPregnancy:0.237
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.802 [0.238 2.710] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:1.000
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.318
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.264
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.254
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.253
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:0.233
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.228
Maternal Lab History: CREATININE-otherPregnancy:-0.211
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.203
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.203
Maternal Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs255:Social admin:-0.108
Maternal Diagnosis:9ccs184:Early labor:0.097
Newborn Diagnosis:9ccs222:Perint jaund:0.073
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.071
Diagnosis:9ccs10:Immuniz/scrn:-0.053
Number of Visits:-0.045
MatDeliveryAge:0.043
Diagnosis:9ccs126:Ot up rsp in:-0.040
Maternal Diagnosis:9ccs181:Ot preg comp:0.038
Maternal Lab History: 1 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:1.000
Maternal Lab History: 1/2 HOUR-postPregnancy:0.656
Maternal Lab History: 2 HOUR-postPregnancy:0.620
Maternal Lab History: 1 HOUR-otherPregnancy:0.448
Maternal Lab History: 2 HOUR-otherPregnancy:0.417
Maternal Lab History: FASTING-postPregnancy:0.370
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.369
Maternal Procedure History:99211-otherPregnancy:0.356
Maternal Lab History: 3 HOUR-otherPregnancy:0.336
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.321
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:1.000
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.431
Maternal Lab History: URINE PROTEIN-postPregnancy:0.331
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.260
Maternal Procedure History:36415-postPregnancy:0.230
Maternal Lab History: GAMMA GT-postPregnancy:0.226
Maternal Lab History: URIC ACID-postPregnancy:0.214
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.210
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.209
Newborn Diagnosis:9ccs223:Birth trauma:0.198
Vital: BP-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs240:Burns-postPregnancy:0.500
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.317
Diagnosis:9ccs168:PID:-0.251
Diagnosis:9ccs63:Wht blood dx:-0.251
Maternal Lab History: A/G-postPregnancy:0.184
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.172
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.168
Maternal Lab History: GLOBULIN-postPregnancy:-0.167
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.155
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.145
Maternal Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs175:Ot femal gen:1.000
Maternal Diagnosis:9ccs163:Other GU dx:0.202
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.202
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.155
Maternal Lab History: SODIUM-otherPregnancy:-0.141
Newborn Diagnosis:9ccs96:Hrt valve dx:0.130
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.127
Diagnosis:9ccs55:Fluid/elc dx:0.125
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.105
Maternal Diagnosis:9ccs182:Hemorr preg:0.104
Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:1.000
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.816
Maternal Procedure History:90472-postPregnancy:0.565
Maternal Lab History: HERPES 1/2 IGM-postPregnancy:-0.409
Maternal Lab History: HERPES I IgG-postPregnancy:0.389
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:0.287
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.287
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.248
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.171
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.171
Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.515
Correlated most with:
Newborn Diagnosis:9ccs253:Allergy:1.000
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.315
Maternal Diagnosis:9ccs249:Shock:0.315
Maternal Diagnosis:9ccs157:Ac renl fail:0.315
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.315
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.315
Maternal Diagnosis:9ccs235:Opn wnd head:0.315
Maternal Procedure History:93005-postPregnancy:0.259
Newborn Diagnosis:9ccs219:Low birth wt:0.240
Maternal Lab History: GENTAMICIN TROUGH-postPregnancy:0.224
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.777 [0.628 22.717] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:1.000
Maternal Diagnosis:9ccs215:gu cong anom-otherPregnancy:0.774
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:0.447
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.447
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.447
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.447
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.447
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.447
Maternal Lab History: LIPASE-otherPregnancy:0.351
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.315
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:1.000
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.388
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:-0.365
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:-0.365
Maternal Lab History: VLDL-postPregnancy:-0.336
Maternal Lab History: HBV DNA-postPregnancy:-0.298
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.265
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.259
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:-0.245
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:-0.211
Maternal Lab History: HERPES II IgG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: HERPES II IgG-postPregnancy:1.000
Maternal Lab History: VITAMIN B-12-postPregnancy:0.781
Maternal Lab History: FERRITIN-postPregnancy:0.743
Maternal Lab History: UIBC-postPregnancy:-0.663
Maternal Lab History: IRON % SATURATION-postPregnancy:0.659
Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:0.643
Maternal Lab History: RETICULOCYTES-postPregnancy:0.643
Maternal Lab History: BICARBONATE-postPregnancy:0.353
Maternal Lab History: O2 SATURATION-postPregnancy:-0.344
Maternal Lab History: PO2-postPregnancy:-0.203
Maternal Lab History: LIPASE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: LIPASE-otherPregnancy:1.000
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:0.785
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.785
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.555
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.555
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.555
Maternal Diagnosis:9ccs215:gu cong anom-otherPregnancy:0.453
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:-0.416
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.351
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.351
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.449
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.445
Maternal Lab History: O2 SATURATION-postPregnancy:0.376
Diagnosis:9ccs168:PID:0.273
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.258
Diagnosis:9ccs205:Back problem:0.223
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.195
Maternal Lab History: PO2-postPregnancy:-0.180
Maternal Lab History: PH-otherPregnancy:0.179
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.254 [0.269 5.836] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:1.000
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.346
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.346
Maternal Diagnosis:9ccs101:Coron athero-postPregnancy:0.301
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.301
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.301
Maternal Diagnosis:10ccs171:Menstrual dx-otherPregnancy:0.301
Maternal Diagnosis:10ccs159:UTI-postPregnancy:0.301
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.301
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.263
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:1.000
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.313
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.289
Maternal Lab History: T-3(Total)-otherPregnancy:0.289
Newborn Diagnosis:9ccs220:Birth asphyx:0.287
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.234
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:0.234
Maternal Lab History: INHMOM-otherPregnancy:-0.230
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.222
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.202
Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs240:Burns:1.000
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.288
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy:0.288
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.288
Maternal Diagnosis:9ccs121:Oth vein dx:0.288
Maternal Lab History: RETIC HGB-postPregnancy:-0.228
Maternal Lab History: RET %-postPregnancy:0.192
Maternal Lab History: RET ABS-postPregnancy:0.185
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.164
Maternal Diagnosis:9ccs143:Abdom hernia:0.141
Maternal Lab History: NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: NEUTROPHIL-otherPregnancy:1.000
Newborn Diagnosis:9ccs197:Skin infectn:-0.652
Newborn Diagnosis:9ccs5:HIV infectn:0.475
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.475
Maternal Lab History: MONOCYTE-otherPregnancy:-0.420
Maternal Diagnosis:9ccs75:Hx mental dx:-0.376
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.336
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.319
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.305
Maternal Lab History: T-3(Total)-postPregnancy:-0.274
Maternal Lab History: ABSOLUTE BASO-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.836
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.500
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.500
Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.500
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.500
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.405
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.398
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.318
Maternal Procedure History:81025-otherPregnancy:0.306
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:1.000
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.435
Maternal Diagnosis:10ccs171:Menstrual dx-otherPregnancy:0.377
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.377
Maternal Diagnosis:10ccs46:Bnign ut neo-otherPregnancy:0.377
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.377
Maternal Diagnosis:9ccs178:Induc abortn-otherPregnancy:0.377
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.377
Diagnosis:9ccs252:Fatigue:0.377
Maternal Lab History: LH-postPregnancy:-0.309
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:1.000
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.685
Maternal Lab History: TSH-otherPregnancy:0.484
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.484
Maternal Lab History: FOLATE-otherPregnancy:0.484
Maternal Lab History: VITAMIN B-12-otherPregnancy:0.484
Maternal Lab History: IRON-otherPregnancy:0.484
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:0.484
Maternal Procedure History:96372-otherPregnancy:-0.459
Maternal Lab History: FERRITIN-otherPregnancy:0.341
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:1.000
Maternal Diagnosis:9ccs55:Fluid/elc dx-otherPregnancy:0.353
Maternal Diagnosis:9ccs151:Oth liver dx-otherPregnancy:0.353
Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.305
Maternal Lab History: APF MoM-otherPregnancy:0.261
Maternal Lab History: INHMOM-otherPregnancy:0.256
Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.251
Maternal Procedure History:93005-otherPregnancy:0.251
Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.248
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.248
Maternal Procedure History:87880-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.492
Correlated most with:
Maternal Procedure History:87880-postPregnancy:1.000
Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.457
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.264
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.259
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.231
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.173
Diagnosis:9ccs123:Influenza:0.167
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.164
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.164
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:-0.149
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:1.000
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.301
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.276
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.266
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.235
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.217
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.154
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.147
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.120
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.100
Maternal Diagnosis:9ccs120:Hemmorhoids | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs120:Hemmorhoids:1.000
Diagnosis:9ccs51:Ot endo dsor:0.202
Maternal Procedure History:90649-postPregnancy:0.187
Newborn Diagnosis:9ccs223:Birth trauma:0.160
Maternal Procedure History:90471-postPregnancy:0.120
Maternal Procedure History:81025-postPregnancy:0.097
Diagnosis:9ccs250:Nausea/vomit:0.069
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.066
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.060
Maternal Procedure History:96372-postPregnancy:-0.060
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.273 [0.707 7.304] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:1.000
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.266
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.266
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.266
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.266
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.266
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.266
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.235
Maternal Lab History: T-3(Total)-postPregnancy:-0.231
Maternal Procedure History:99211-otherPregnancy:0.219
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:1.000
Maternal Diagnosis:9ccs178:Induc abortn-otherPregnancy:0.500
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.500
Maternal Diagnosis:10ccs46:Bnign ut neo-otherPregnancy:0.500
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.405
Maternal Diagnosis:9ccs224:Ot perint dx-postPregnancy:0.353
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.353
Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.353
Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.353
Maternal Diagnosis:9ccs180:Ectopic preg-postPregnancy:0.287
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.315
Maternal Diagnosis:9ccs95:Oth nerv dx:0.180
Maternal Diagnosis:9ccs89:Blindness-otherPregnancy:0.180
Maternal Diagnosis:9ccs215:gu cong anom:0.155
Maternal Diagnosis:9ccs117:Ot circul dx:0.155
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.125
Diagnosis:9ccs250:Nausea/vomit:0.120
Newborn Diagnosis:9ccs215:gu cong anom:0.100
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.090
Maternal Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx:1.000
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.257
Lab:295669 BILIRUBIN DIRECT - LMC:-0.224
Diagnosis:9ccs251:Abdomnl pain:0.157
Diagnosis:9ccs128:Asthma:0.106
Diagnosis:9ccs124:Tonsillitis:0.099
Diagnosis:9ccs213:Cardiac anom:0.072
Diagnosis:9ccs224:Ot perint dx:0.070
Diagnosis:9ccs137:Mouth dx:0.064
Diagnosis:9ccs127:COPD:0.058
Maternal Lab History: TRIGLYCERIDE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:1.000
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.539
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.359
Diagnosis:9ccs204:Ot joint dx:0.319
Maternal Diagnosis:9ccs113:Late eff CVD-otherPregnancy:-0.284
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:-0.284
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.276
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.253
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.226
Maternal Lab History: LDL-otherPregnancy:0.191
Maternal Diagnosis:9ccs127:COPD-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs127:COPD-postPregnancy:1.000
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.500
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.500
Maternal Diagnosis:10ccs135:Intest infct-postPregnancy:0.500
Maternal Lab History: FREE T3-postPregnancy:0.395
Maternal Lab History: FREE T3-otherPregnancy:0.395
Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.354
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.354
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.354
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.351
Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.496
Correlated most with:
Newborn Diagnosis:9ccs221:Resp distres:1.000
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.353
Maternal Lab History: VARICELLA IGM-postPregnancy:0.289
Maternal Lab History: Varicella IgG-postPregnancy:-0.285
Newborn Diagnosis:9ccs219:Low birth wt:0.272
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.248
Newborn Diagnosis:9ccs253:Allergy:0.220
Maternal Lab History: UIBC-postPregnancy:0.206
Maternal Diagnosis:9ccs184:Early labor:0.201
Newborn Diagnosis:9ccs256:Exam/eval:0.197
Lab:294199 BILIRUBIN SCAN - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:294199 BILIRUBIN SCAN - LMC:1.000
Maternal Lab History: INHMOM-postPregnancy:-0.128
Maternal Lab History: NT MoM-postPregnancy:-0.101
Diagnosis:9ccs127:COPD:0.092
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.086
Maternal Lab History: ESTRIOL-postPregnancy:0.081
Maternal Lab History: APF MoM-postPregnancy:-0.078
Maternal Lab History: hCG MoM-postPregnancy:-0.071
Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.063
Maternal Lab History: PAPP-A MoM-postPregnancy:-0.050
Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs229:Fx arm:1.000
Diagnosis:9ccs236:Opn wnd extr:0.407
Diagnosis:9ccs231:Oth fracture:0.332
Diagnosis:9ccs244:Other injury:0.148
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.115
Maternal Lab History: BETA HCG FREE-postPregnancy:0.097
Diagnosis:9ccs256:Exam/eval:0.094
Maternal Lab History: URINE PH-postPregnancy:0.091
Maternal Lab History: hCG MoM-postPregnancy:0.082
Maternal Lab History: CHLORIDE-otherPregnancy:0.082
Diagnosis:9ccs72:Anxiety dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs72:Anxiety dx:1.000
Diagnosis:9ccs134:Ot uppr resp:0.085
Diagnosis:9ccs256:Exam/eval:0.085
Diagnosis:9ccs136:Teeth dx:0.084
Diagnosis:9ccs74:Ot mentl cnd:0.079
Diagnosis:9ccs217:Ot cong anom:0.079
Diagnosis:9ccs58:Ot nutrit dx:0.075
Number of Visits:0.068
Maternal Diagnosis:9ccs190:Fetal distrs:0.045
Diagnosis:9ccs90:Eye infectn:0.044
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:1.000
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.707
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.707
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.707
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.707
Diagnosis:9ccs246:FUO:0.499
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.499
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.499
Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.499
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.407
Maternal Lab History: BICARBONATE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: BICARBONATE-postPregnancy:1.000
Maternal Lab History: O2 SATURATION-postPregnancy:-0.778
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.692
Maternal Lab History: PO2-postPregnancy:-0.671
Maternal Procedure History:97140-postPregnancy:-0.500
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.493
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.476
Maternal Procedure History:97010-postPregnancy:-0.433
Maternal Procedure History:97032-postPregnancy:-0.397
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.372
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:1.000
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:1.000
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:1.000
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:1.000
Diagnosis:9ccs246:FUO:0.707
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.707
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.707
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.707
Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.707
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:0.577
Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.502
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.558
Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.395
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.334
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.291
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.291
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.246
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.242
Maternal Procedure History:90746-postPregnancy:0.240
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.211
Maternal Diagnosis:9ccs159:UTI-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.621 [0.187 2.064] | indivs AUC:0.489
Correlated most with:
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.291
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.284
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.268
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.252
Maternal Procedure History:96372-otherPregnancy:0.233
Maternal Lab History: CREATININE-otherPregnancy:-0.232
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.225
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.212
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.212
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:1.000
Maternal Diagnosis:10ccs657-postPregnancy:0.500
Maternal Procedure History:90663-postPregnancy:0.436
Maternal Procedure History:90470-postPregnancy:0.436
Maternal Lab History: ALT-postPregnancy:0.423
Maternal Lab History: LIPASE-postPregnancy:-0.383
Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.354
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.354
Maternal Lab History: Varicella IgG-postPregnancy:0.347
Maternal Lab History: AMYLASE-postPregnancy:0.289
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.590 [0.137 2.547] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:1.000
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.263
Maternal Diagnosis:9ccs101:Coron athero-postPregnancy:0.217
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.217
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.217
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.217
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.217
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.217
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.217
Maternal Diagnosis:10ccs135:Intest infct-postPregnancy:0.217
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:1.000
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.387
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.333
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.333
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.333
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.333
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.333
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy:0.333
Maternal Diagnosis:10ccs171:Menstrual dx-otherPregnancy:0.333
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.333
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 4.263 [0.948 19.161] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:1.000
Maternal Diagnosis:9ccs55:Fluid/elc dx-otherPregnancy:0.377
Maternal Diagnosis:9ccs122:Pneumonia-otherPregnancy:0.377
Maternal Diagnosis:10ccs46:Bnign ut neo-otherPregnancy:0.377
Maternal Diagnosis:9ccs178:Induc abortn-otherPregnancy:0.377
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.377
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.377
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.283
Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.268
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.266
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.698 [0.464 6.213] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:1.000
Maternal Diagnosis:10ccs171:Menstrual dx-otherPregnancy:0.276
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.276
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.276
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.276
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:0.276
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.276
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.276
Maternal Diagnosis:10ccs657-postPregnancy:0.276
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.273
Maternal Diagnosis:9ccs9:Sexual Infxs | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs:1.000
Maternal Lab History: AFP-otherPregnancy:0.281
Diagnosis:9ccs238:Complic proc:0.257
Diagnosis:9ccs47:Ot bnign neo:0.186
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.125
Maternal Lab History: hCG MoM-otherPregnancy:0.097
Diagnosis:9ccs89:Blindness:0.096
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.095
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.087
Maternal Lab History: WEIGHT-otherPregnancy:-0.070
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:1.000
Maternal Diagnosis:9ccs62:Coag/hemr dx-postPregnancy:0.353
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.248
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.186
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.174
Maternal Diagnosis:9ccs159:UTI:0.174
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.165
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.148
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.148
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.148
Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.502
Correlated most with:
Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000
Maternal Procedure History:99211-otherPregnancy:0.391
Maternal Lab History: 2 HOUR-postPregnancy:0.343
Maternal Lab History: TSH-postPregnancy:-0.339
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.314
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.314
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.284
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:-0.275
Maternal Procedure History:90746-postPregnancy:0.259
Maternal Lab History: 3 HOUR-otherPregnancy:0.227
Maternal Diagnosis:9ccs56:Cystic fibro | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs56:Cystic fibro:1.000
Diagnosis:9ccs204:Ot joint dx:0.377
Lab:292495 LEAD LEVEL - Sunrise:0.272
Diagnosis:9ccs113:Late eff CVD:0.106
Maternal Diagnosis:9ccs183:HTN in preg:0.077
Maternal Diagnosis:9ccs189:Prev c-sectn:0.055
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.052
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.052
Diagnosis:9ccs155:Other GI dx:0.041
Diagnosis:9ccs126:Ot up rsp in:-0.040
Maternal Lab History: CREATININE CLEARANCE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:1.000
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.411
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.371
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.357
Maternal Lab History: IRON-postPregnancy:-0.351
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.284
Maternal Diagnosis:9ccs93:Dizziness:0.274
Maternal Diagnosis:9ccs250:Nausea/vomit:0.274
Maternal Lab History: TP VOLUME-postPregnancy:-0.248
Maternal Lab History: PROLACTIN-postPregnancy:-0.242
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:1.000
Maternal Lab History: BILE ACIDS-otherPregnancy:0.900
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.751
Maternal Lab History: GAMMA GT-otherPregnancy:0.586
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.479
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.392
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.371
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.371
Maternal Diagnosis:10ccs251:Abdomnl pain-otherPregnancy:-0.366
Maternal Diagnosis:10ccs176:Contraceptiv-otherPregnancy:-0.366
Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.491
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:0.447
Maternal Lab History: HERPES I IgG-otherPregnancy:0.408
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.363
Maternal Lab History: GFR in African American-otherPregnancy:0.316
Maternal Lab History: GFR Calculation-otherPregnancy:0.315
Diagnosis:10ccs238:Complic proc:-0.293
Diagnosis:9ccs2604:E Codes: Fire/burn:-0.293
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.193
Maternal Procedure History:97014-postPregnancy:0.190
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.171
Maternal Diagnosis:9ccs149:Biliary dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs149:Biliary dx:1.000
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:0.315
Newborn Diagnosis:9ccs176:Contraceptiv:0.315
Maternal Lab History: ESTRADIOL-postPregnancy:0.224
Maternal Lab History: LACTIC ACID-postPregnancy:-0.224
Diagnosis:9ccs188:Pelvic obstr:0.222
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.217
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:0.180
Maternal Diagnosis:9ccs89:Blindness:0.180
Maternal Diagnosis:9ccs198:Ot infl skin:0.180
Maternal Lab History: CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CHOLESTEROL-otherPregnancy:1.000
Maternal Lab History: LDL-otherPregnancy:0.851
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.665
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:-0.595
Maternal Diagnosis:9ccs113:Late eff CVD-otherPregnancy:-0.595
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.539
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.373
Maternal Diagnosis:10ccs46:Bnign ut neo-otherPregnancy:0.373
Maternal Diagnosis:9ccs178:Induc abortn-otherPregnancy:0.373
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.323
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:1.000
Maternal Diagnosis:9ccs237:Complic devi-otherPregnancy:0.500
Maternal Lab History: MONOCYTE-postPregnancy:-0.355
Maternal Diagnosis:9ccs93:Dizziness:-0.354
Maternal Diagnosis:9ccs250:Nausea/vomit:-0.354
Maternal Lab History: TSH-otherPregnancy:-0.354
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.224
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:-0.224
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.218
Maternal Lab History: LDL-otherPregnancy:0.201
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.435
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.377
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.377
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.377
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.377
Maternal Diagnosis:10ccs171:Menstrual dx-otherPregnancy:0.377
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.377
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.294
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.268
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:1.000
Maternal Lab History: T-3(Total)-postPregnancy:-0.861
Maternal Lab History: T-3 UPTAKE-postPregnancy:-0.707
Maternal Lab History: T-4-postPregnancy:-0.707
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.707
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.447
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.408
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.408
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.333
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.333
Maternal Procedure History:97112-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.491
Correlated most with:
Maternal Procedure History:97112-postPregnancy:1.000
Maternal Procedure History:97530-postPregnancy:-0.679
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.389
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy:0.389
Maternal Procedure History:97110-postPregnancy:0.302
Maternal Procedure History:97001-postPregnancy:-0.222
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.195
Maternal Lab History: FOLATE-postPregnancy:-0.189
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.168
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.168
Maternal Lab History: GTT 90 MIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GTT 90 MIN-postPregnancy:1.000
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.423
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.163
Maternal Lab History: 2 HOUR-postPregnancy:-0.155
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.154
Maternal Lab History: GLUCOSE-postPregnancy:-0.115
Maternal Lab History: VLDL-postPregnancy:0.111
Maternal Lab History: BILE ACIDS-otherPregnancy:0.104
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.100
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.097
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:1.000
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.671
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.671
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:0.471
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.388
Maternal Diagnosis:9ccs64:Ot hematl dx-postPregnancy:0.388
Maternal Diagnosis:10ccs259:Unclassified-postPregnancy:0.388
Maternal Lab History: URIC ACID-postPregnancy:0.366
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.300
Maternal Lab History: GAMMA GT-postPregnancy:-0.281
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:1.000
Maternal Lab History: NT MoM-otherPregnancy:0.895
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.633
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.522
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.439
Maternal Lab History: PAPP-A-otherPregnancy:0.418
Maternal Diagnosis:9ccs3:Oth bact inf:0.337
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.327
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.315
Maternal Diagnosis:10ccs49:DiabMel no c-postPregnancy:0.310
Diagnosis:9ccs228:Fx skull fac | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs228:Fx skull fac:1.000
Diagnosis:9ccs2619:e codes: other specified- nec:1.000
Diagnosis:9ccs147:Anal/rectal:0.249
Diagnosis:9ccs258:Other screen:0.178
Diagnosis:9ccs256:Exam/eval:0.085
Diagnosis:9ccs136:Teeth dx:0.084
Diagnosis:9ccs239:Superfic inj:0.077
Diagnosis:9ccs222:Perint jaund:0.072
Diagnosis:9ccs133:Oth low resp:0.069
Maternal Diagnosis:9ccs189:Prev c-sectn:0.055
Maternal Lab History: RETIC HGB-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: RETIC HGB-postPregnancy:1.000
Maternal Lab History: RET ABS-postPregnancy:-0.747
Maternal Lab History: RET %-postPregnancy:-0.746
Maternal Diagnosis:10ccs250:Nausea/vomit-postPregnancy:0.542
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:-0.454
Maternal Lab History: IRON-postPregnancy:0.404
Maternal Diagnosis:10ccs93:Dizziness-postPregnancy:0.384
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.298
Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.271
Maternal Lab History: FOLATE-postPregnancy:-0.233
Maternal Lab History: MAGNESIUM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: MAGNESIUM-postPregnancy:1.000
Maternal Lab History: CALCIUM-postPregnancy:-0.342
Maternal Lab History: FREE T-4-otherPregnancy:0.312
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:-0.308
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.291
Maternal Lab History: PTT-postPregnancy:-0.288
Diagnosis:9ccs232:Sprain:-0.281
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:-0.281
Maternal Lab History: PO2-postPregnancy:0.262
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.254
Maternal Procedure History:99211-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.491
Correlated most with:
Maternal Procedure History:99211-otherPregnancy:1.000
Maternal Lab History: TSH-postPregnancy:-0.577
Maternal Lab History: 2 HOUR-postPregnancy:0.514
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.391
Maternal Lab History: 1 HOUR-postPregnancy:0.356
Maternal Lab History: 3 HOUR-otherPregnancy:0.344
Maternal Lab History: 2 HOUR-otherPregnancy:0.324
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.289
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.222
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.219
Maternal Diagnosis:9ccs121:Oth vein dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs121:Oth vein dx:1.000
Maternal Diagnosis:9ccs143:Abdom hernia:0.500
Diagnosis:9ccs240:Burns:0.288
Diagnosis:9ccs153:GI hemorrhag:0.241
Maternal Diagnosis:9ccs259:Unclassified:0.181
Diagnosis:9ccs217:Ot cong anom:0.079
Maternal Diagnosis:9ccs183:HTN in preg:0.077
Maternal Diagnosis:9ccs176:Contraceptiv:0.074
Diagnosis:9ccs222:Perint jaund:0.072
Diagnosis:9ccs135:Intest infct:0.044
* Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:1.000
Maternal Lab History: RETIC HGB-postPregnancy:-0.454
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.409
Maternal Lab History: T-3(Total)-otherPregnancy:0.409
Newborn Diagnosis:9ccs220:Birth asphyx:0.407
Maternal Lab History: RET %-postPregnancy:0.383
Maternal Lab History: RET ABS-postPregnancy:0.370
Maternal Lab History: INHMOM-otherPregnancy:-0.325
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.296
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.287
* Maternal Diagnosis:9ccs215:gu cong anom-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs215:gu cong anom-otherPregnancy:1.000
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.774
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.577
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.577
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:0.577
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.577
Maternal Lab History: LIPASE-otherPregnancy:0.453
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.407
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.407
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.407
Maternal Lab History: PT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: PT-otherPregnancy:1.000
Maternal Lab History: INR-otherPregnancy:0.833
Maternal Lab History: PTT-otherPregnancy:0.465
Maternal Lab History: URINE SUGAR-otherPregnancy:0.394
Maternal Diagnosis:9ccs89:Blindness-otherPregnancy:-0.290
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:-0.251
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.228
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.206
Maternal Lab History: CHLORIDE-otherPregnancy:-0.206
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.205
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:1.000
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.496
Maternal Lab History: TRANSFERRIN-postPregnancy:0.390
Maternal Lab History: FERRITIN-postPregnancy:-0.335
Maternal Lab History: IRON-postPregnancy:-0.331
Maternal Diagnosis:9ccs5:HIV infectn:0.287
Maternal Diagnosis:10ccs250:Nausea/vomit-postPregnancy:-0.236
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:-0.199
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.198
Maternal Lab History: MONOCYTE-postPregnancy:-0.184
Maternal Lab History: URIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: URIC ACID-otherPregnancy:1.000
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.566
Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.335
Maternal Lab History: A/G-otherPregnancy:-0.330
Maternal Diagnosis:9ccs238:Complic proc-otherPregnancy:0.313
Maternal Lab History: 1 HOUR-otherPregnancy:0.310
Maternal Lab History: GLOBULIN-otherPregnancy:0.295
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.282
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.260
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.241
Maternal Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs75:Hx mental dx:1.000
Newborn Diagnosis:9ccs197:Skin infectn:0.577
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.376
Maternal Lab History: MONOCYTE-otherPregnancy:0.170
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.140
Diagnosis:10ccs58:Ot nutrit dx:0.129
Maternal Procedure History:90471-otherPregnancy:0.126
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.122
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.107
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.102
Maternal Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs159:UTI:1.000
Maternal Diagnosis:9ccs157:Ac renl fail:0.353
Maternal Diagnosis:9ccs249:Shock:0.353
Maternal Diagnosis:9ccs244:Other injury:0.248
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.204
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.185
Maternal Diagnosis:9ccs8:Oth infectns-postPregnancy:0.174
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.174
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.157
Newborn Diagnosis:9ccs94:Other ear dx:-0.132
Maternal Lab History: GFR in African American-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GFR in African American-otherPregnancy:1.000
Maternal Lab History: GFR Calculation-otherPregnancy:1.000
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.467
Lab:323825 STREP SCREEN THROAT - Sunrise:0.424
Maternal Lab History: HERPES I IgG-otherPregnancy:0.386
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:0.369
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.344
Maternal Lab History: PH-otherPregnancy:0.321
Maternal Lab History: BUN-otherPregnancy:-0.265
Maternal Lab History: GLUCOSE-otherPregnancy:-0.210
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: E.SEDIMENTATION RATE-postPregnancy:1.000
Maternal Lab History: RHEUMATOID FACTORS II-postPregnancy:0.471
Maternal Lab History: URIC ACID-postPregnancy:0.384
Maternal Lab History: GAMMA GT-postPregnancy:-0.318
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.194
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.174
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:-0.158
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.152
Maternal Lab History: LDL-postPregnancy:-0.146
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.138
Maternal Lab History: AMYLASE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: AMYLASE-postPregnancy:1.000
Maternal Lab History: LIPASE-postPregnancy:-0.353
Maternal Lab History: PT-postPregnancy:-0.332
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.289
Maternal Diagnosis:10ccs657-postPregnancy:0.289
Maternal Lab History: INR-postPregnancy:-0.260
Maternal Procedure History:90663-postPregnancy:0.251
Maternal Procedure History:90470-postPregnancy:0.251
Maternal Lab History: ALT-postPregnancy:0.221
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.167
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs133:Oth low resp-postPregnancy:1.000
Maternal Diagnosis:10ccs168:PID-postPregnancy:0.577
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.408
Maternal Lab History: HCG-postPregnancy:0.183
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.182
Maternal Lab History: COLONY COUNT-postPregnancy:-0.163
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.158
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.154
Maternal Lab History: PAPP-A MoM-postPregnancy:-0.151
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.147
Vital: BP-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:0.197
Maternal Diagnosis:9ccs49:DiabMel no c:0.126
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.076
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.076
Diagnosis:9ccs59:Anemia:-0.063
Maternal Diagnosis:9ccs186:DM in preg:0.058
Diagnosis:9ccs151:Oth liver dx:0.057
Diagnosis:9ccs197:Skin infectn:0.057
Diagnosis:9ccs222:Perint jaund:0.057
Diagnosis:9ccs135:Intest infct:0.041
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.838 [0.705 11.421] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:1.000
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.395
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.333
Maternal Diagnosis:10ccs657-postPregnancy:0.333
Maternal Procedure History:90663-postPregnancy:0.320
Maternal Procedure History:90470-postPregnancy:0.320
Maternal Lab History: LH-postPregnancy:-0.273
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.263
Maternal Lab History: TP VOLUME-otherPregnancy:0.248
Maternal Procedure History:93005-otherPregnancy:-0.236
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 0.702 [0.160 3.071] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:1.000
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.332
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.291
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.285
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.270
Maternal Procedure History:J1055-postPregnancy:0.264
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.245
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.235
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.235
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.235
Maternal Procedure History:90663-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.507
Correlated most with:
Maternal Procedure History:90663-postPregnancy:1.000
Maternal Procedure History:90470-postPregnancy:0.992
Maternal Diagnosis:10ccs657-postPregnancy:0.958
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.553
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.436
Maternal Lab History: ALT-postPregnancy:0.348
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.339
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.320
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.320
Maternal Lab History: LIPASE-postPregnancy:-0.294
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:1.000
Maternal Diagnosis:9ccs238:Complic proc:0.706
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.576
Maternal Diagnosis:9ccs89:Blindness:0.332
Maternal Diagnosis:9ccs143:Abdom hernia:0.287
Maternal Diagnosis:9ccs84:Headache/mig:0.190
Diagnosis:9ccs215:gu cong anom:0.141
Maternal Diagnosis:9ccs106:Dysrhythmia:0.116
Diagnosis:9ccs122:Pneumonia:0.096
Maternal Diagnosis:9ccs189:Prev c-sectn:0.096
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:1.000
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.500
Maternal Lab History: CHOLIC ACID-postPregnancy:0.497
Maternal Lab History: BILE ACIDS-postPregnancy:0.495
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.470
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.407
Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.388
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:0.287
Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.287
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.257
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.996
Maternal Lab History: O2 SATURATION-postPregnancy:0.820
Maternal Lab History: PO2-postPregnancy:0.611
Maternal Lab History: BICARBONATE-postPregnancy:-0.476
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.445
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.422
Maternal Diagnosis:9ccs117:Ot circul dx:0.299
Maternal Procedure History:97140-postPregnancy:0.282
Maternal Lab History: INR-postPregnancy:-0.268
Maternal Diagnosis:9ccs210:SLE | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs210:SLE:1.000
Maternal Diagnosis:9ccs155:Other GI dx:0.315
Maternal Diagnosis:9ccs128:Asthma:0.108
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.100
Newborn Diagnosis:9ccs217:Ot cong anom:0.094
Diagnosis:9ccs128:Asthma:0.062
Maternal Diagnosis:9ccs192:Umbil cord:0.058
Diagnosis:9ccs136:Teeth dx:0.055
Maternal Diagnosis:9ccs181:Ot preg comp:0.054
Diagnosis:9ccs96:Hrt valve dx:0.049
Maternal Diagnosis:10ccs7:Viral infect-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:1.000
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.707
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.707
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.707
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.707
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.707
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.628
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.615
Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.500
Maternal Lab History: MICROALBUMIN-postPregnancy:0.500
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:1.000
Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:0.499
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.407
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.315
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.266
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.234
Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.204
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.192
Maternal Lab History: PROLACTIN-postPregnancy:-0.176
Maternal Lab History: Alk Phos-otherPregnancy:0.161
Maternal Lab History: O2 SATURATION-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: O2 SATURATION-postPregnancy:1.000
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.820
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.817
Maternal Lab History: BICARBONATE-postPregnancy:-0.778
Maternal Lab History: PO2-postPregnancy:0.689
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.414
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.376
Maternal Lab History: HERPES II IgG-postPregnancy:-0.344
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.325
Maternal Procedure History:97140-postPregnancy:0.321
Maternal Diagnosis:9ccs229:Fx arm-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs229:Fx arm-postPregnancy:1.000
Maternal Diagnosis:9ccs144:Ulcerat col-postPregnancy:1.000
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.583
Maternal Lab History: PT-postPregnancy:0.283
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.241
Maternal Lab History: INR-postPregnancy:0.146
Maternal Procedure History:96372-postPregnancy:0.144
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.130
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.120
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.117
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:1.000
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.335
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.288
Maternal Procedure History:87880-postPregnancy:0.259
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.252
Maternal Diagnosis:9ccs101:Coron athero-postPregnancy:0.249
Maternal Diagnosis:9ccs237:Complic devi-otherPregnancy:0.249
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.249
Maternal Diagnosis:10ccs46:Bnign ut neo-otherPregnancy:0.249
Maternal Diagnosis:9ccs178:Induc abortn-otherPregnancy:0.249
Maternal Lab History: FREE T-4-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: FREE T-4-otherPregnancy:1.000
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.725
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:-0.661
Diagnosis:9ccs232:Sprain:-0.661
Maternal Lab History: FREE T3-otherPregnancy:0.616
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.468
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:-0.331
Maternal Lab History: FREE T3-postPregnancy:0.327
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.324
Maternal Lab History: MAGNESIUM-postPregnancy:0.312
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:1.000
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.399
Newborn Diagnosis:9ccs176:Contraceptiv:0.266
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.266
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.266
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.251
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.226
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.217
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.211
Maternal Lab History: ESTRADIOL-postPregnancy:0.190
Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Newborn Diagnosis:9ccs191:Amnios dx:1.000
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.248
Maternal Lab History: PAPP-A-postPregnancy:0.194
Maternal Lab History: GFR Calculation-postPregnancy:0.190
Maternal Lab History: GFR in African American-postPregnancy:0.190
Maternal Procedure History:90656-postPregnancy:0.179
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.164
Maternal Diagnosis:9ccs149:Biliary dx:0.155
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.148
Diagnosis:9ccs51:Ot endo dsor:0.141
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:1.000
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.479
Maternal Lab History: BILE ACIDS-otherPregnancy:0.420
Maternal Lab History: GAMMA GT-otherPregnancy:0.388
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.343
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.332
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.332
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:0.273
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.257
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.257
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:1.000
Maternal Diagnosis:9ccs101:Coron athero-postPregnancy:0.301
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.301
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.297
Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.214
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.214
Maternal Diagnosis:9ccs217:Ot cong anom:0.211
Maternal Lab History: Varicella IgG-postPregnancy:0.210
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.209
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.195
Newborn Diagnosis:9ccs220:Birth asphyx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.509
Correlated most with:
Newborn Diagnosis:9ccs220:Birth asphyx:1.000
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.500
Maternal Lab History: T-3(Total)-otherPregnancy:0.500
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.407
Maternal Lab History: INHMOM-otherPregnancy:-0.398
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:0.353
Maternal Lab History: NT MoM-otherPregnancy:-0.304
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.297
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.287
Maternal Lab History: GFR in African American-postPregnancy:-0.255
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs89:Blindness-otherPregnancy:0.470
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.234
Maternal Diagnosis:9ccs95:Oth nerv dx:0.234
Maternal Lab History: FREE T-4-otherPregnancy:0.221
Maternal Lab History: PT-otherPregnancy:-0.205
Maternal Diagnosis:9ccs117:Ot circul dx-postPregnancy:0.202
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.202
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.188
Newborn Diagnosis:9ccs95:Oth nerv dx:0.180
Maternal Lab History: GFR Calculation-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:1.000
Maternal Lab History: GFR in African American-postPregnancy:1.000
Maternal Lab History: T-3(Total)-otherPregnancy:-0.394
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.298
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.292
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:-0.279
Maternal Procedure History:97035-postPregnancy:-0.279
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.279
Maternal Lab History: VARICELLA IGM-postPregnancy:-0.266
Maternal Lab History: T-3(Total)-postPregnancy:-0.265
Maternal Lab History: FERRITIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: FERRITIN-otherPregnancy:1.000
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.498
Maternal Lab History: TSH-otherPregnancy:0.352
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.352
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.341
Maternal Procedure History:96372-otherPregnancy:-0.334
Maternal Diagnosis:9ccs3:Oth bact inf:-0.311
Maternal Procedure History:86703-postPregnancy:0.263
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.244
Maternal Lab History: RDW-otherPregnancy:-0.243
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:1.000
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:-0.500
Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.500
Maternal Procedure History:97035-postPregnancy:-0.500
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.500
Maternal Lab History: Varicella IgG-postPregnancy:0.491
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:-0.409
Maternal Lab History: FOLATE-postPregnancy:0.392
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.354
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.354
Maternal Diagnosis:9ccs89:Blindness-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:1.000
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.431
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.354
Maternal Procedure History:97035-postPregnancy:0.354
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.354
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.353
Diagnosis:9ccs208:Acq foot def:0.299
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.299
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.299
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.287
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:1.000
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.576
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.435
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.407
Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:0.407
Maternal Procedure History:96372-otherPregnancy:0.388
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.273
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.226
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.216
Maternal Procedure History:86703-otherPregnancy:0.205
Maternal Lab History: ESTRADIOL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: ESTRADIOL-postPregnancy:1.000
Newborn Diagnosis:9ccs176:Contraceptiv:0.707
Diagnosis:9ccs188:Pelvic obstr:0.500
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.484
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.366
Maternal Lab History: TP VOLUME-postPregnancy:0.303
Maternal Lab History: LH-postPregnancy:-0.289
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.280
Maternal Diagnosis:9ccs149:Biliary dx:0.224
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.190
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs238:Complic proc-postPregnancy:1.000
Maternal Diagnosis:9ccs238:Complic proc-otherPregnancy:0.707
Maternal Lab History: FIBRINOGEN-otherPregnancy:-0.576
Maternal Lab History: 2 HOUR-postPregnancy:-0.222
Maternal Lab History: URIC ACID-otherPregnancy:0.222
Maternal Lab History: INR-otherPregnancy:-0.194
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.174
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.155
Maternal Lab History: GLUCOSE POCT-otherPregnancy:-0.150
Maternal Lab History: GAMMA GT-otherPregnancy:-0.145
Newborn Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs133:Oth low resp:1.000
Diagnosis:9ccs159:UTI:0.103
Newborn Diagnosis:9ccs256:Exam/eval:0.095
Maternal Diagnosis:9ccs183:HTN in preg:0.077
Diagnosis:9ccs135:Intest infct:0.044
Diagnosis:9ccs125:Bronchitis:0.044
Maternal Diagnosis:9ccs185:Long pregncy:0.043
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.040
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.040
Newborn Diagnosis:9ccs224:Ot perint dx:0.038
Maternal Lab History: VITAMIN B-12-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: VITAMIN B-12-postPregnancy:1.000
Maternal Lab History: HERPES II IgG-postPregnancy:0.781
Maternal Lab History: FERRITIN-postPregnancy:0.714
Maternal Lab History: IRON % SATURATION-postPregnancy:0.622
Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:0.607
Maternal Lab History: RETICULOCYTES-postPregnancy:0.607
Maternal Lab History: UIBC-postPregnancy:-0.550
Maternal Lab History: BICARBONATE-postPregnancy:0.333
Maternal Lab History: O2 SATURATION-postPregnancy:-0.325
Maternal Lab History: Varicella IgG-postPregnancy:-0.294
Maternal Lab History: MUMPS IGG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: MUMPS IGG-postPregnancy:1.000
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.353
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:-0.257
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.249
Maternal Lab History: eGFR-postPregnancy:-0.229
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.223
Maternal Procedure History:90649-postPregnancy:-0.159
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.132
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.124
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.123
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.777 [0.628 22.717] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:1.000
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.837
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.749
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.716
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.634
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.448
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.362
Maternal Lab History: TP VOLUME-otherPregnancy:-0.335
Maternal Procedure History:93005-otherPregnancy:0.329
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.300
Maternal Lab History: URINE SUGAR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: URINE SUGAR-postPregnancy:1.000
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.751
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.307
Newborn Diagnosis:9ccs47:Ot bnign neo:-0.292
Maternal Diagnosis:9ccs67:Subst-r mntl:0.277
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.272
Maternal Lab History: URINE SUGAR-otherPregnancy:0.230
Maternal Lab History: INR-otherPregnancy:-0.206
Maternal Diagnosis:9ccs239:Superfic inj:0.196
Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.196
Maternal Diagnosis:9ccs24:Breast cancr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs24:Breast cancr:1.000
Newborn Diagnosis:9ccs259:Unclassified:0.114
Diagnosis:9ccs127:COPD:0.111
Diagnosis:9ccs136:Teeth dx:0.084
Maternal Diagnosis:9ccs186:DM in preg:0.074
Diagnosis:9ccs197:Skin infectn:0.073
Diagnosis:9ccs4:Mycoses:0.071
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.058
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.058
MatDeliveryAge:0.055
Maternal Procedure History:97032-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:97032-postPregnancy:1.000
Maternal Procedure History:97010-postPregnancy:0.982
Maternal Procedure History:97140-postPregnancy:0.768
Maternal Procedure History:97110-postPregnancy:0.647
Maternal Lab History: BASE DEFICIT-postPregnancy:0.426
Maternal Lab History: BICARBONATE-postPregnancy:-0.397
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:-0.354
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.271
Maternal Lab History: O2 SATURATION-postPregnancy:0.255
Maternal Lab History: SODIUM-postPregnancy:-0.229
Maternal Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs117:Ot circul dx:1.000
Maternal Lab History: PO2-postPregnancy:0.456
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.354
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.299
Maternal Lab History: O2 SATURATION-postPregnancy:0.293
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.281
Maternal Lab History: BICARBONATE-postPregnancy:-0.263
Maternal Diagnosis:9ccs215:gu cong anom:0.248
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.222
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.215
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:1.000
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.958
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.849
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.539
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.528
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.447
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.357
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.318
Maternal Lab History: PROLACTIN-postPregnancy:0.315
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.311
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:1.000
Maternal Diagnosis:9ccs185:Long pregncy-postPregnancy:0.301
Maternal Diagnosis:10ccs159:UTI-postPregnancy:0.301
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.299
Maternal Procedure History:90472-postPregnancy:0.296
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.271
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.227
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.226
Maternal Procedure History:97035-postPregnancy:0.214
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.214
Maternal Diagnosis:9ccs101:Coron athero-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs101:Coron athero-postPregnancy:1.000
Maternal Lab History: T-3(Total)-postPregnancy:0.376
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.353
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.333
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.301
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.301
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.257
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.249
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.222
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.217
Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs238:Complic proc:1.000
Diagnosis:9ccs87:Retinal dx:0.447
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.447
Maternal Diagnosis:10ccs171:Menstrual dx-otherPregnancy:0.447
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.447
Newborn Diagnosis:9ccs59:Anemia:0.447
Lab:296169 RETICULOCYTE COUNT- LMC:-0.317
Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.315
Maternal Diagnosis:10ccs49:DiabMel no c-postPregnancy:0.315
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.257
Diagnosis:9ccs171:Menstrual dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs171:Menstrual dx:1.000
Maternal Diagnosis:9ccs192:Umbil cord:0.126
Maternal Lab History: LDL-postPregnancy:-0.107
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.103
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.092
Diagnosis:9ccs224:Ot perint dx:0.089
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.062
Maternal Diagnosis:9ccs185:Long pregncy:0.061
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.060
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:-0.056
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:1.000
Maternal Lab History: LDL-otherPregnancy:0.864
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.665
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.462
Maternal Diagnosis:10ccs46:Bnign ut neo-otherPregnancy:0.383
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.383
Maternal Diagnosis:9ccs178:Induc abortn-otherPregnancy:0.383
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:-0.370
Maternal Diagnosis:9ccs237:Complic devi-otherPregnancy:0.364
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.302
Newborn Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs55:Fluid/elc dx:1.000
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:1.000
Maternal Diagnosis:9ccs215:gu cong anom-otherPregnancy:0.577
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.447
Maternal Procedure History:99401-postPregnancy:0.345
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.266
Newborn Diagnosis:9ccs96:Hrt valve dx:0.266
Maternal Lab History: POLYS-postPregnancy:-0.175
Maternal Lab History: MONOS-postPregnancy:0.161
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.137
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:1.000
Maternal Lab History: A/G-otherPregnancy:-0.439
Diagnosis:9ccs252:Fatigue:0.408
Maternal Diagnosis:9ccs113:Late eff CVD-otherPregnancy:0.408
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:0.408
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.408
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.408
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.408
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.408
Maternal Lab History: AST (SGOT)-otherPregnancy:0.401
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:1.000
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.353
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.353
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.336
Maternal Lab History: TP PERIOD-postPregnancy:0.336
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.323
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.287
Maternal Diagnosis:9ccs89:Blindness-otherPregnancy:0.287
Maternal Lab History: PT-otherPregnancy:-0.251
Diagnosis:9ccs83:Epilepsy/cnv:0.239
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:1.000
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.418
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.383
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.352
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.333
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.333
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:0.333
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.333
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.333
Maternal Diagnosis:10ccs657-postPregnancy:0.333
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.577
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.577
Maternal Lab History: 3 HOUR-otherPregnancy:-0.398
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.363
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:0.332
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.257
Maternal Lab History: LIPASE-postPregnancy:-0.256
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.252
Maternal Lab History: A/G-otherPregnancy:0.242
Diagnosis:10ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2604:E Codes: Fire/burn:1.000
Diagnosis:10ccs238:Complic proc:1.000
Diagnosis:9ccs204:Ot joint dx:0.377
Diagnosis:9ccs242:Poisn ot med:0.377
Diagnosis:9ccs251:Abdomnl pain:0.276
Diagnosis:9ccs167:Breast dx:0.266
Diagnosis:9ccs59:Anemia:0.083
Diagnosis:9ccs197:Skin infectn:0.073
Diagnosis:9ccs222:Perint jaund:0.072
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.071
Maternal Procedure History:90470-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.505
Correlated most with:
Maternal Procedure History:90470-postPregnancy:1.000
Maternal Procedure History:90663-postPregnancy:0.992
Maternal Diagnosis:10ccs657-postPregnancy:0.958
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.553
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.436
Maternal Lab History: ALT-postPregnancy:0.346
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.339
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.320
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.320
Maternal Lab History: LIPASE-postPregnancy:-0.294
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:1.000
Maternal Diagnosis:9ccs46:Bnign ut neo-otherPregnancy:0.353
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.353
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.353
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.314
Maternal Procedure History:99211-otherPregnancy:0.289
Maternal Lab History: VLDL-postPregnancy:0.286
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.259
Maternal Lab History: 2 HOUR-postPregnancy:0.254
Maternal Lab History: TSH-otherPregnancy:0.251
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.893
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.803
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.733
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.506
Lab:323700 CULTURE THROAT W SENS - Sunrise:0.506
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.506
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.506
Maternal Procedure History:97803-otherPregnancy:0.487
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.429
Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs5:HIV infectn:1.000
Maternal Diagnosis:9ccs5:HIV infectn:0.408
Diagnosis:9ccs143:Abdom hernia:0.141
Diagnosis:9ccs217:Ot cong anom:0.079
Maternal Diagnosis:9ccs183:HTN in preg:0.077
Maternal Diagnosis:9ccs189:Prev c-sectn:0.055
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.042
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.042
Maternal Diagnosis:9ccs181:Ot preg comp:0.038
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.035
Newborn Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs58:Ot nutrit dx:1.000
Newborn Diagnosis:9ccs59:Anemia:1.000
Lab:296169 RETICULOCYTE COUNT- LMC:-0.707
Diagnosis:9ccs238:Complic proc:0.447
Diagnosis:9ccs83:Epilepsy/cnv:0.241
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163
Diagnosis:9ccs138:Esophgeal dx:0.131
Diagnosis:9ccs224:Ot perint dx:0.130
Diagnosis:9ccs250:Nausea/vomit:0.103
Diagnosis:9ccs159:UTI:0.103
Maternal Lab History: URINE SUGAR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: URINE SUGAR-otherPregnancy:1.000
Maternal Lab History: PT-otherPregnancy:0.394
Maternal Lab History: INR-otherPregnancy:0.325
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.236
Maternal Lab History: URINE SUGAR-postPregnancy:0.230
Maternal Diagnosis:10ccs196:Nml preg/del-otherPregnancy:0.225
Maternal Lab History: PTT-otherPregnancy:-0.210
Newborn Diagnosis:9ccs47:Ot bnign neo:-0.203
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.182
Maternal Procedure History:86703-otherPregnancy:0.169
Maternal Lab History: ABSOLUTE EOS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.803
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.782
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.782
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.528
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.354
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.354
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.354
Lab:323700 CULTURE THROAT W SENS - Sunrise:0.354
Maternal Lab History: URINE KETONES-postPregnancy:0.292
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:1.000
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.377
Maternal Lab History: HEP B DNA PCR COPIES/ML-postPregnancy:0.309
Maternal Lab History: HEP B DNA QUANT PCR IU/ML-postPregnancy:0.309
Maternal Diagnosis:9ccs6:Hepatitis:0.306
Maternal Procedure History:90656-postPregnancy:0.271
Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.268
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.268
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:-0.268
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:0.266
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.481
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:1.000
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.878
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.305
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.281
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.275
Maternal Lab History: TP PERIOD-postPregnancy:0.222
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.216
Maternal Lab History: RUBELLA-postPregnancy:0.156
Maternal Lab History: PTT-postPregnancy:0.143
Diagnosis:9ccs243:Poisn nonmed:0.137
Maternal Lab History: 1/2 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: 1/2 HOUR-postPregnancy:1.000
Maternal Lab History: 1 HOUR-postPregnancy:0.656
Maternal Lab History: LH-postPregnancy:-0.388
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.359
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.349
Maternal Lab History: 3 HOUR-postPregnancy:-0.348
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.347
Maternal Lab History: FASTING-postPregnancy:0.327
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.310
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.280
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:1.000
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.869
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.855
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.615
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.615
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.615
Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.615
Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.615
Maternal Lab History: MICROALBUMIN-postPregnancy:0.615
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.567
Diagnosis:9ccs2618:E Codes: Other specified and classifiable | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:1.000
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.437
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.417
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.407
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.376
Maternal Lab History: GAMMA GT-postPregnancy:0.321
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.315
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.289
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.279
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.237
Maternal Lab History: AMYLASE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: AMYLASE-otherPregnancy:1.000
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:-0.495
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:-0.301
Maternal Lab History: LIPASE-otherPregnancy:0.261
Maternal Lab History: AST-otherPregnancy:-0.236
Maternal Lab History: ALT-otherPregnancy:-0.228
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.219
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.215
Maternal Lab History: PAPP-A-otherPregnancy:0.191
Diagnosis:9ccs167:Breast dx:-0.188
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:1.000
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.729
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.632
Maternal Diagnosis:9ccs121:Oth vein dx-otherPregnancy:0.447
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.447
Diagnosis:9ccs145:Int obstruct:0.447
Maternal Lab History: T-3(Total)-postPregnancy:-0.385
Maternal Lab History: T-3 UPTAKE-postPregnancy:-0.317
Maternal Lab History: T-4-postPregnancy:-0.317
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.315
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs121:Oth vein dx-otherPregnancy:0.353
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.273
Maternal Lab History: eGFR-otherPregnancy:-0.266
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.248
Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.248
Maternal Diagnosis:9ccs143:Abdom hernia-otherPregnancy:0.248
Maternal Diagnosis:10ccs255:Social admin-otherPregnancy:0.248
Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.248
Maternal Procedure History:90658-postPregnancy:0.231
Maternal Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs238:Complic proc:1.000
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.706
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.408
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.407
Maternal Lab History: PTT-otherPregnancy:-0.240
Maternal Diagnosis:9ccs89:Blindness:0.234
Maternal Lab History: PT-otherPregnancy:-0.205
Maternal Diagnosis:9ccs143:Abdom hernia:0.202
Maternal Lab History: FIBRINOGEN-otherPregnancy:0.143
Maternal Diagnosis:9ccs84:Headache/mig:0.132
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:1.000
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.577
Maternal Diagnosis:10ccs163:Other GU dx-postPregnancy:0.407
Maternal Diagnosis:10ccs49:DiabMel no c-postPregnancy:0.407
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.363
Maternal Diagnosis:10ccs59:Anemia-postPregnancy:0.332
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:0.332
Maternal Lab History: APF MoM-otherPregnancy:-0.326
Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.287
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.287
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:1.000
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.837
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.545
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.428
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.385
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.328
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.311
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.300
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.292
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.240
Maternal Lab History: ABSOLUTE MONO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: ABSOLUTE MONO-postPregnancy:1.000
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.539
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.491
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:-0.451
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.412
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:-0.376
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:-0.328
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.327
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.318
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.318
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:1.000
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:1.000
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.577
Maternal Lab History: 3 HOUR-otherPregnancy:-0.522
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.447
Maternal Procedure History:81025-otherPregnancy:0.433
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.353
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.333
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.315
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.301
* Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.984
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.464
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.359
Maternal Lab History: LH-postPregnancy:0.339
Maternal Lab History: TSH-otherPregnancy:-0.328
Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.328
Maternal Lab History: IRON-otherPregnancy:-0.328
Maternal Lab History: FOLATE-otherPregnancy:-0.328
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.328
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:1.000
Maternal Lab History: ESTRADIOL-postPregnancy:-0.366
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.347
Maternal Lab History: PROLACTIN-postPregnancy:-0.331
Maternal Lab History: RETICULOCYTES-postPregnancy:0.262
Maternal Lab History: CHr(RETIC HGB CONTENT)-postPregnancy:0.262
Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.262
Diagnosis:9ccs231:Oth fracture:0.237
Maternal Lab History: AST-postPregnancy:0.180
Maternal Lab History: AST (SGOT)-otherPregnancy:0.163
Maternal Lab History: BILE ACIDS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: BILE ACIDS-postPregnancy:1.000
Maternal Lab History: CHOLIC ACID-postPregnancy:0.996
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.989
Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.854
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.495
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.203
Maternal Lab History: LACTIC ACID-postPregnancy:0.175
Diagnosis:9ccs219:Low birth wt:0.169
Maternal Lab History: Alk Phos-postPregnancy:0.165
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.153
Diagnosis:9ccs2604:E Codes: Fire/burn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2604:E Codes: Fire/burn:1.000
Diagnosis:10ccs238:Complic proc:1.000
Diagnosis:9ccs204:Ot joint dx:0.377
Diagnosis:9ccs242:Poisn ot med:0.377
Diagnosis:9ccs251:Abdomnl pain:0.276
Diagnosis:9ccs167:Breast dx:0.266
Diagnosis:9ccs59:Anemia:0.083
Diagnosis:9ccs197:Skin infectn:0.073
Diagnosis:9ccs222:Perint jaund:0.072
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.071
Maternal Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs96:Hrt valve dx:1.000
Maternal Diagnosis:10ccs186:DM in preg-postPregnancy:0.707
Diagnosis:9ccs163:Other GU dx:0.202
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.178
Maternal Diagnosis:9ccs59:Anemia:0.139
Diagnosis:9ccs124:Tonsillitis:0.124
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.081
Diagnosis:9ccs127:COPD:0.075
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.069
Diagnosis:9ccs159:UTI:0.069
Maternal Lab History: 3 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: 3 HOUR-postPregnancy:1.000
Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.517
Maternal Lab History: PATIENT-postPregnancy:0.517
Maternal Lab History: APTT-postPregnancy:0.517
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.496
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.348
Maternal Lab History: INR-postPregnancy:0.321
Maternal Lab History: URINE PROTEIN-postPregnancy:0.257
Maternal Lab History: 1 HOUR-postPregnancy:0.257
Maternal Lab History: AFP-postPregnancy:0.202
Maternal Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs47:Ot bnign neo:1.000
Maternal Diagnosis:9ccs168:PID:0.207
Newborn Diagnosis:9ccs259:Unclassified:0.114
Diagnosis:9ccs0:No DX:0.106
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.068
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.068
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.068
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.067
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.061
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.061
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:1.000
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.729
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.577
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:0.470
Maternal Procedure History:J1055-postPregnancy:0.456
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.408
Diagnosis:9ccs145:Int obstruct:0.408
Maternal Lab History: T-3(Total)-postPregnancy:-0.352
Maternal Procedure History:90772-postPregnancy:0.348
Maternal Lab History: T-3 UPTAKE-postPregnancy:-0.289
Maternal Lab History: PATIENT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: APTT-postPregnancy:1.000
Maternal Lab History: PATIENT-postPregnancy:1.000
Maternal Lab History: 3 HOUR-postPregnancy:0.517
Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.500
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.480
Maternal Lab History: URINE PROTEIN-postPregnancy:0.261
Maternal Lab History: GLOBULIN-postPregnancy:-0.217
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.214
Maternal Lab History: 1 HOUR-postPregnancy:0.198
Maternal Lab History: AFP-postPregnancy:0.195
Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500
Correlated most with:
Lab:294147 FREE T4 - LMC:1.000
Lab:294205 TSH REFLEX TO FT4 - LMC:0.502
Diagnosis:9ccs48:Thyroid dsor:-0.353
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.221
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.221
Maternal Procedure History:90746-postPregnancy:0.143
Diagnosis:9ccs204:Ot joint dx:0.126
Diagnosis:9ccs242:Poisn ot med:0.126
Maternal Procedure History:86580-postPregnancy:0.117
Diagnosis:9ccs55:Fluid/elc dx:0.086
Diagnosis:9ccs195:Ot compl bir | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs195:Ot compl bir:1.000
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104
Diagnosis:9ccs250:Nausea/vomit:0.103
Diagnosis:9ccs133:Oth low resp:0.069
Diagnosis:9ccs198:Ot infl skin:0.067
Diagnosis:9ccs90:Eye infectn:0.044
Diagnosis:9ccs200:Oth skin dx:0.040
Maternal Diagnosis:9ccs181:Ot preg comp:0.038
Newborn Diagnosis:9ccs224:Ot perint dx:0.038
Number of Visits:0.030
Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs95:Oth nerv dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma-postPregnancy:0.499
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.407
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.266
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.266
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.234
Maternal Lab History: PROLACTIN-postPregnancy:-0.176
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.159
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.155
Maternal Procedure History:90471-otherPregnancy:0.154
Maternal Lab History: LDL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: LDL-otherPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.864
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.851
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.534
Maternal Diagnosis:10ccs46:Bnign ut neo-otherPregnancy:0.534
Maternal Diagnosis:9ccs178:Induc abortn-otherPregnancy:0.534
Maternal Diagnosis:9ccs113:Late eff CVD-otherPregnancy:-0.461
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:-0.461
Maternal Diagnosis:9ccs237:Complic devi-otherPregnancy:0.403
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.377
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:1.000
Maternal Lab History: LACTIC ACID-postPregnancy:-0.409
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.332
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.236
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.233
Maternal Lab History: 1 HOUR-otherPregnancy:-0.197
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.191
Maternal Lab History: PH-otherPregnancy:-0.182
Maternal Diagnosis:9ccs149:Biliary dx:0.180
Maternal Lab History: WBC-otherPregnancy:0.178
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:1.000
Maternal Diagnosis:10ccs46:Bnign ut neo-otherPregnancy:0.447
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.447
Maternal Diagnosis:9ccs178:Induc abortn-otherPregnancy:0.447
Maternal Diagnosis:9ccs113:Late eff CVD-otherPregnancy:0.447
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:0.447
Maternal Diagnosis:9ccs237:Complic devi-otherPregnancy:0.447
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.336
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.315
Maternal Diagnosis:10ccs258:Other screen-otherPregnancy:0.315
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:1.000
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:1.000
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.599
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.417
Maternal Lab History: A/G-postPregnancy:0.286
Maternal Lab History: GLOBULIN-postPregnancy:-0.274
Maternal Procedure History:36415-postPregnancy:0.251
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.217
Diagnosis:9ccs154:Gastroent:0.203
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.178
Maternal Lab History: HEMOGLOBIN S-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:1.000
Maternal Lab History: FREE T3-postPregnancy:0.559
Maternal Lab History: FREE T3-otherPregnancy:0.558
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.354
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.354
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.317
Maternal Lab History: FREE T-4-otherPregnancy:0.303
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.251
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.239
Maternal Lab History: FREE T-4-postPregnancy:0.232
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.777 [0.628 22.717] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:1.000
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.447
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.447
Diagnosis:9ccs232:Sprain:0.447
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.445
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.386
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.371
Maternal Lab History: BILE ACIDS-otherPregnancy:0.326
Maternal Lab History: TSH-otherPregnancy:-0.317
Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.317
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:1.000
Maternal Lab History: GTT 90 MIN-postPregnancy:0.423
Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.231
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.170
Maternal Lab History: 2 HOUR-postPregnancy:-0.167
Maternal Lab History: VLDL-postPregnancy:-0.166
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.156
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.151
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.146
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.127
Maternal Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs83:Epilepsy/cnv:1.000
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.447
Maternal Diagnosis:9ccs235:Opn wnd head:0.447
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.447
Maternal Lab History: PO2-postPregnancy:0.408
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:-0.317
Maternal Diagnosis:9ccs239:Superfic inj:0.315
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.268
Maternal Lab History: O2 SATURATION-postPregnancy:0.262
Maternal Diagnosis:9ccs200:Oth skin dx:0.257
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.408 [0.809 14.349] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:1.000
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.413
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.353
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.353
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.353
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.306
Maternal Lab History: FREE T3-postPregnancy:0.280
Maternal Lab History: FREE T3-otherPregnancy:0.280
Maternal Lab History: LEAD LEVEL-otherPregnancy:-0.251
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.251
Diagnosis:9ccs120:Hemmorhoids | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs120:Hemmorhoids:1.000
Diagnosis:9ccs3:Oth bact inf:0.315
Diagnosis:9ccs154:Gastroent:0.203
Newborn Diagnosis:9ccs94:Other ear dx:-0.131
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104
Diagnosis:9ccs250:Nausea/vomit:0.103
Maternal Diagnosis:9ccs187:Malposition:0.095
Diagnosis:9ccs128:Asthma:0.095
Maternal Diagnosis:9ccs192:Umbil cord:0.089
Diagnosis:9ccs91:Other eye dx:0.081
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 2.591 [0.893 7.522] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:1.000
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.249
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.249
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.249
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.249
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.249
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy:0.249
Maternal Diagnosis:9ccs142:Appendicitis-otherPregnancy:0.249
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.249
Maternal Diagnosis:9ccs238:Complic proc-otherPregnancy:0.249
Maternal Lab History: LIPASE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: LIPASE-postPregnancy:1.000
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:-0.383
Maternal Diagnosis:10ccs657-postPregnancy:-0.383
Maternal Lab History: AMYLASE-postPregnancy:-0.353
Maternal Lab History: ALT-postPregnancy:-0.339
Maternal Procedure History:90663-postPregnancy:-0.294
Maternal Procedure History:90470-postPregnancy:-0.294
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:-0.256
Maternal Diagnosis:9ccs134:Ot uppr resp-otherPregnancy:-0.256
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.240
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:1.000
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.446
Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.446
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.315
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.296
Maternal Procedure History:97014-postPregnancy:0.285
Maternal Lab History: LEAD LEVEL-otherPregnancy:0.224
Maternal Procedure History:97035-postPregnancy:0.224
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.224
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.224
Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs49:DiabMel no c:1.000
Diagnosis:9ccs64:Ot hematl dx:0.353
Diagnosis:9ccs0:No DX:0.106
Diagnosis:9ccs159:UTI:0.103
Maternal Diagnosis:9ccs187:Malposition:0.095
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.059
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.059
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.046
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.046
Maternal Diagnosis:9ccs190:Fetal distrs:0.045
Maternal Diagnosis:9ccs184:Early labor-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs55:Fluid/elc dx:1.000
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:1.000
Maternal Diagnosis:9ccs215:gu cong anom-otherPregnancy:0.577
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.447
Maternal Procedure History:99401-postPregnancy:0.345
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.266
Newborn Diagnosis:9ccs96:Hrt valve dx:0.266
Maternal Lab History: POLYS-postPregnancy:-0.175
Maternal Lab History: MONOS-postPregnancy:0.161
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.137
Vital: BMI Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:-0.409
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.402
Maternal Lab History: 2 HOUR-otherPregnancy:0.294
Maternal Lab History: GLOBULIN-otherPregnancy:-0.293
Diagnosis:9ccs204:Ot joint dx:0.268
Maternal Procedure History:S9470-otherPregnancy:-0.224
Maternal Lab History: FASTING-otherPregnancy:-0.218
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.216
Maternal Lab History: 3 HOUR-otherPregnancy:0.189
Maternal Lab History: CHLORIDE-otherPregnancy:0.187
* Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.688 [1.142 28.338] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:1.000
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.470
Maternal Diagnosis:10ccs175:Ot femal gen-postPregnancy:0.408
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.408
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:0.408
Maternal Diagnosis:10ccs171:Menstrual dx-otherPregnancy:0.408
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.408
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.408
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.322
Maternal Lab History: LIPASE-otherPregnancy:0.321
* Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.984
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.490
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.349
Maternal Lab History: TSH-otherPregnancy:-0.346
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.346
Maternal Lab History: IRON-otherPregnancy:-0.346
Maternal Lab History: FOLATE-otherPregnancy:-0.346
Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.346
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.335
* Maternal Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs95:Oth nerv dx:1.000
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.577
Maternal Diagnosis:9ccs89:Blindness-otherPregnancy:0.332
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.287
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.234
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.219
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.216
Diagnosis:9ccs141:Ot dx stomch:0.180
Maternal Lab History: POTASSIUM-postPregnancy:0.148
Maternal Lab History: MCV-postPregnancy:-0.134
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.910
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.893
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.782
Maternal Diagnosis:9ccs247:Lymph enlarg-otherPregnancy:0.580
Maternal Procedure History:97803-otherPregnancy:0.517
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.319
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.319
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.319
Lab:323700 CULTURE THROAT W SENS - Sunrise:0.319
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:1.000
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:-0.703
Maternal Diagnosis:9ccs113:Late eff CVD-otherPregnancy:-0.703
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.473
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.392
Maternal Lab History: BILE ACIDS-otherPregnancy:0.344
Maternal Lab History: GAMMA GT-otherPregnancy:0.333
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.323
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.315
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.287
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:1.000
Maternal Lab History: PROGESTERONE-otherPregnancy:-0.354
Maternal Lab History: T-3(Total)-otherPregnancy:0.354
Maternal Lab History: NT MoM-otherPregnancy:-0.353
Newborn Diagnosis:9ccs220:Birth asphyx:0.353
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.327
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.314
Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.291
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.287
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.287
Maternal Procedure History:97035-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:97035-postPregnancy:1.000
Maternal Lab History: FOLATE-postPregnancy:0.563
Maternal Procedure History:97001-postPregnancy:-0.559
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.500
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.500
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.500
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:-0.409
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.409
Maternal Lab History: FREE T-4-postPregnancy:0.384
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.354
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:1.000
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:1.000
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:1.000
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:1.000
Diagnosis:9ccs246:FUO:0.707
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.707
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.707
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.707
Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.707
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:0.577
Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.071
Newborn Diagnosis:9ccs221:Resp distres:0.068
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.064
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.062
Newborn Diagnosis:9ccs253:Allergy:0.060
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.058
Diagnosis:9ccs256:Exam/eval:-0.058
Diagnosis:9ccs258:Other screen:-0.057
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.052
Maternal Lab History: HCG-postPregnancy:0.050
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:1.000
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:0.599
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:0.599
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:-0.287
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:-0.286
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.273
Maternal Procedure History:36415-postPregnancy:0.260
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.246
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.244
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.235
Maternal Lab History: ABSOLUTE EOS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-postPregnancy:1.000
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.750
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.664
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.567
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.528
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.506
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.500
Lab:323700 CULTURE THROAT W SENS - Sunrise:-0.500
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:-0.500
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.429
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:1.000
Maternal Diagnosis:9ccs239:Superfic inj:0.707
Maternal Diagnosis:9ccs2616:E Codes: Adverse effects of medical care:0.576
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.500
Maternal Diagnosis:9ccs235:Opn wnd head:0.500
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.500
Maternal Diagnosis:9ccs67:Subst-r mntl:0.500
Maternal Diagnosis:9ccs238:Complic proc:0.407
Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.353
Maternal Diagnosis:9ccs89:Blindness:0.287
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs136:Teeth dx-postPregnancy:1.000
Maternal Diagnosis:9ccs3:Oth bact inf-otherPregnancy:0.407
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.407
Maternal Procedure History:81025-postPregnancy:0.193
Maternal Diagnosis:9ccs84:Headache/mig:0.190
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.181
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.180
Maternal Procedure History:90471-postPregnancy:0.164
Maternal Procedure History:90649-postPregnancy:0.152
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.151
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs142:Appendicitis-postPregnancy:1.000
Maternal Lab History: AST-postPregnancy:0.361
Maternal Diagnosis:9ccs149:Biliary dx:0.315
Maternal Lab History: ALT-postPregnancy:0.266
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.266
Maternal Lab History: Alk Phos-postPregnancy:0.198
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.145
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.136
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.136
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.120
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:1.000
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.363
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.315
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.315
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.315
Maternal Diagnosis:10ccs135:Intest infct-postPregnancy:0.315
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.315
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.315
Maternal Diagnosis:9ccs160:Urin stone-otherPregnancy:0.315
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.296
Maternal Lab History: FIBRINOGEN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: FIBRINOGEN-postPregnancy:1.000
Maternal Lab History: PO2-postPregnancy:-0.391
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.303
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.275
Maternal Lab History: BICARBONATE-postPregnancy:0.247
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.246
Maternal Lab History: O2 SATURATION-postPregnancy:-0.240
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.229
Maternal Diagnosis:9ccs117:Ot circul dx:-0.215
Maternal Lab History: URIC ACID-postPregnancy:0.200
Maternal Diagnosis:10ccs93:Dizziness-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:10ccs93:Dizziness-postPregnancy:1.000
Maternal Diagnosis:10ccs250:Nausea/vomit-postPregnancy:0.707
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.499
Maternal Lab History: RET ABS-postPregnancy:-0.453
Maternal Lab History: RET %-postPregnancy:-0.424
Maternal Lab History: RETIC HGB-postPregnancy:0.384
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.377
Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:0.353
Maternal Lab History: HERPES II IgG-otherPregnancy:0.319
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.248
Maternal Diagnosis:9ccs46:Bnign ut neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo:1.000
Diagnosis:9ccs215:gu cong anom:0.171
Maternal Diagnosis:9ccs172:Ovarian cyst:0.155
Maternal Diagnosis:9ccs5:HIV infectn:0.141
Diagnosis:9ccs175:Ot femal gen:0.130
Diagnosis:9ccs61:Sickle cell:0.113
Newborn Diagnosis:9ccs215:gu cong anom:0.113
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.105
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.105
Diagnosis:9ccs208:Acq foot def:0.102
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs187:Malposition-postPregnancy:0.707
Maternal Diagnosis:9ccs252:Fatigue-otherPregnancy:0.707
Maternal Diagnosis:9ccs2603:E Codes: Fall-otherPregnancy:0.707
Maternal Lab History: LIPASE-otherPregnancy:0.555
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.499
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.499
Maternal Diagnosis:9ccs215:gu cong anom-otherPregnancy:0.407
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.391
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.315
Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.506
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.500
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.500
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.500
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.500
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.429
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.354
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.319
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.318
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:1.000
Newborn Diagnosis:9ccs5:HIV infectn:0.707
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.707
Maternal Diagnosis:9ccs5:HIV infectn:0.577
Maternal Lab History: TRANSFERRIN-postPregnancy:0.500
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.496
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.336
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.271
Diagnosis:9ccs216:Nerv cong an:0.248
Maternal Lab History: IRON-postPregnancy:-0.247
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.110
Diagnosis:9ccs0:No DX:0.106
Maternal Lab History: URINE PH-postPregnancy:-0.105
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.092
Maternal Lab History: URINE KETONES-postPregnancy:0.082
Diagnosis:9ccs239:Superfic inj:0.077
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.076
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.076
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.075
Maternal Lab History: IRON-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:1.000
Maternal Lab History: VITAMIN B-12-otherPregnancy:1.000
Maternal Lab History: FOLATE-otherPregnancy:1.000
Maternal Lab History: IRON-otherPregnancy:1.000
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.707
Maternal Diagnosis:9ccs3:Oth bact inf:0.707
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.540
Maternal Lab History: TSH-otherPregnancy:0.500
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.500
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.484
Diagnosis:9ccs129:Asp pneumon | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs129:Asp pneumon:1.000
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.689
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.315
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.301
Maternal Lab History: UIBC-postPregnancy:0.286
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.266
Maternal Procedure History:81000-postPregnancy:0.257
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.191
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.167
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.151
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:1.000
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.577
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.577
Maternal Diagnosis:10ccs171:Menstrual dx-otherPregnancy:0.577
Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.407
Maternal Diagnosis:10ccs49:DiabMel no c-postPregnancy:0.407
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.346
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.332
Maternal Diagnosis:10ccs171:Menstrual dx-postPregnancy:0.332
Maternal Diagnosis:10ccs53:Hyperlipidem-postPregnancy:0.332
Maternal Lab History: MONOCYTE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: MONOCYTE-otherPregnancy:1.000
Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.694
Maternal Lab History: MONOCYTE-postPregnancy:0.425
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.420
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:-0.319
Newborn Diagnosis:9ccs5:HIV infectn:-0.319
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:-0.319
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.299
Newborn Diagnosis:9ccs197:Skin infectn:0.295
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.271
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:1.000
Maternal Lab History: RDW-otherPregnancy:0.262
Maternal Lab History: MCH-otherPregnancy:-0.254
Maternal Lab History: MCV-otherPregnancy:-0.211
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.197
Maternal Lab History: RDW-postPregnancy:0.190
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.188
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.183
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.179
Diagnosis:9ccs8:Oth infectns:0.178
Maternal Lab History: ABSOLUTE BASO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: ABSOLUTE BASO-postPregnancy:1.000
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.910
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.849
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.567
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.411
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.395
Maternal Lab History: PROLACTIN-postPregnancy:0.362
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.351
Maternal Lab History: TP VOLUME-postPregnancy:0.342
Diagnosis:9ccs252:Fatigue:-0.336
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs191:Amnios dx-postPregnancy:1.000
Newborn Diagnosis:9ccs47:Ot bnign neo:0.500
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.353
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.353
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.287
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.287
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.248
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.222
Maternal Procedure History:90746-postPregnancy:-0.206
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.202
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:1.000
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.500
Maternal Lab History: FREE T3-postPregnancy:0.395
Maternal Lab History: FREE T3-otherPregnancy:0.395
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.354
Maternal Lab History: AFP TUMOR MARKER(DPC IMMULITE 2000)-postPregnancy:0.354
Maternal Lab History: Immunoglobulin E-postPregnancy:-0.250
Maternal Diagnosis:9ccs122:Pneumonia-postPregnancy:0.248
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.248
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.239
Maternal Lab History: VARICELLA IGM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: VARICELLA IGM-postPregnancy:1.000
Maternal Lab History: Varicella IgG-postPregnancy:-0.479
Newborn Diagnosis:9ccs221:Resp distres:0.289
Maternal Lab History: GFR in African American-postPregnancy:-0.267
Maternal Lab History: GFR Calculation-postPregnancy:-0.266
Maternal Lab History: RUBELLA-postPregnancy:0.250
Maternal Procedure History:86580-postPregnancy:0.200
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.149
Maternal Procedure History:81025-postPregnancy:0.148
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.141
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:1.000
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.958
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.910
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.664
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.491
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:0.487
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.371
Maternal Lab History: PROLACTIN-postPregnancy:0.327
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.316
Maternal Lab History: TP VOLUME-postPregnancy:0.309
Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs214:GI cong anom:1.000
Diagnosis:9ccs145:Int obstruct:0.288
Diagnosis:9ccs199:Ulcer skin:0.288
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.202
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:0.164
Maternal Diagnosis:9ccs215:gu cong anom:0.141
Newborn Diagnosis:9ccs0:No DX:0.125
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.125
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.125
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.113
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:1.000
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy:1.000
Maternal Procedure History:97530-postPregnancy:-0.408
Maternal Procedure History:97112-postPregnancy:0.389
Maternal Procedure History:97110-postPregnancy:0.348
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.333
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.322
Diagnosis:9ccs240:Burns:0.288
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.249
Diagnosis:9ccs211:Ot conn tiss:0.222
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:1.000
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:1.000
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:1.000
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:1.000
Diagnosis:9ccs246:FUO:0.707
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.707
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.707
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.707
Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.707
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:0.577
Maternal Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs98:HTN:1.000
Diagnosis:9ccs232:Sprain:0.408
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.408
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.393
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.287
Maternal Lab History: FREE T-4-otherPregnancy:-0.270
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.255
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.229
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.202
Maternal Diagnosis:9ccs183:HTN in preg:0.188
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:1.000
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.408
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.353
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.334
Diagnosis:9ccs55:Fluid/elc dx:0.257
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.212
Diagnosis:9ccs154:Gastroent:0.203
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.200
Maternal Lab History: BETA HCG FREE-postPregnancy:0.177
Maternal Procedure History:99000-postPregnancy:0.173
Maternal Lab History: APTT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: APTT-postPregnancy:1.000
Maternal Lab History: PATIENT-postPregnancy:1.000
Maternal Lab History: 3 HOUR-postPregnancy:0.517
Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.500
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.480
Maternal Lab History: URINE PROTEIN-postPregnancy:0.261
Maternal Lab History: GLOBULIN-postPregnancy:-0.217
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.214
Maternal Lab History: 1 HOUR-postPregnancy:0.198
Maternal Lab History: AFP-postPregnancy:0.195
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:1.000
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:-0.707
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.707
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:-0.556
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.500
Maternal Lab History: TSH-otherPregnancy:-0.500
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:-0.500
Maternal Lab History: IRON-otherPregnancy:-0.500
Maternal Lab History: FOLATE-otherPregnancy:-0.500
Maternal Lab History: VITAMIN B-12-otherPregnancy:-0.500
Maternal Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs90:Eye infectn:1.000
Maternal Diagnosis:9ccs91:Other eye dx:0.257
Diagnosis:9ccs140:Gastritis:0.151
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.064
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.064
Diagnosis:9ccs137:Mouth dx:0.064
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.063
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.062
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:0.062
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.058
Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs221:Resp distres:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.152
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.152
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.099
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.098
Diagnosis:9ccs128:Asthma:0.095
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.090
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.090
Diagnosis:9ccs122:Pneumonia:0.087
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.086
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs202:Rheum arth-postPregnancy:1.000
Maternal Procedure History:J1055-postPregnancy:0.644
Maternal Lab History: AST (SGOT)-otherPregnancy:0.503
Maternal Procedure History:90772-postPregnancy:0.492
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.470
Maternal Lab History: UREA NITROGEN-postPregnancy:0.343
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.332
Maternal Diagnosis:9ccs198:Ot infl skin-otherPregnancy:0.332
Maternal Procedure History:81025-postPregnancy:0.298
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.270
Maternal Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs55:Fluid/elc dx:1.000
Diagnosis:9ccs94:Other ear dx:0.082
Diagnosis:9ccs58:Ot nutrit dx:0.075
Diagnosis:9ccs4:Mycoses:0.071
Diagnosis:9ccs10:Immuniz/scrn:-0.053
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.052
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.052
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.046
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.046
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.045
Maternal Lab History: PHOSPHOROUS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: PHOSPHOROUS-postPregnancy:1.000
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:-0.488
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.440
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.434
Diagnosis:9ccs232:Sprain:0.434
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.392
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:-0.345
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.307
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.248
Maternal Lab History: INR-otherPregnancy:-0.223
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:1.000
Maternal Lab History: CHOLIC ACID-postPregnancy:0.992
Maternal Lab History: BILE ACIDS-postPregnancy:0.989
Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.774
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.500
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.205
Maternal Lab History: LACTIC ACID-postPregnancy:0.204
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.183
Diagnosis:9ccs219:Low birth wt:0.171
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:-0.167
Maternal Lab History: CHOLIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CHOLIC ACID-postPregnancy:1.000
Maternal Lab History: BILE ACIDS-postPregnancy:0.996
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.992
Maternal Lab History: CHENODEOXYCHOLIC ACID-postPregnancy:0.813
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.497
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.204
Diagnosis:9ccs219:Low birth wt:0.170
Maternal Lab History: Alk Phos-postPregnancy:0.158
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.147
Maternal Lab History: LACTIC ACID-postPregnancy:0.146
Maternal Lab History: LACTIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: LACTIC ACID-postPregnancy:1.000
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:-0.409
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.289
Maternal Lab History: LDH-postPregnancy:0.234
Maternal Lab History: MAGNESIUM-postPregnancy:0.229
Maternal Diagnosis:9ccs149:Biliary dx:-0.224
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:0.204
Maternal Lab History: INR-postPregnancy:-0.188
Diagnosis:9ccs123:Influenza:0.183
Maternal Lab History: BASE DEFICIT-postPregnancy:0.182
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs140:Gastritis-otherPregnancy:1.000
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.707
Maternal Diagnosis:9ccs6:Hepatitis:0.287
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.266
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.266
Maternal Procedure History:90656-postPregnancy:0.253
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.234
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.211
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.187
Maternal Procedure History:90471-otherPregnancy:0.154
Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:1.000
Diagnosis:9ccs230:Fx leg:0.447
Diagnosis:9ccs210:SLE:0.447
Diagnosis:9ccs52:Nutrit defic:0.222
Diagnosis:9ccs64:Ot hematl dx:0.155
Diagnosis:9ccs134:Ot uppr resp:0.150
Diagnosis:9ccs89:Blindness:0.150
Diagnosis:9ccs212:Ot bone dx:0.125
Diagnosis:9ccs251:Abdomnl pain:0.120
Maternal Diagnosis:9ccs7:Viral infect:0.115
Maternal Diagnosis:9ccs46:Bnign ut neo-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo-otherPregnancy:1.000
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.353
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.241
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.207
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.152
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.147
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.144
Maternal Procedure History:81000-postPregnancy:0.139
Maternal Lab History: URINE PH-otherPregnancy:-0.133
Maternal Lab History: AFP-otherPregnancy:-0.131
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:1.000
Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.707
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.633
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.558
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.440
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.377
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.377
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.332
Maternal Lab History: MONOCYTE-otherPregnancy:-0.319
Maternal Procedure History:S9470-otherPregnancy:0.316
Maternal Diagnosis:9ccs232:Sprain-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:1.000
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.500
Maternal Procedure History:97035-postPregnancy:0.500
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.500
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.446
Maternal Diagnosis:9ccs239:Superfic inj-postPregnancy:0.407
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.353
Maternal Lab History: FREE T-4-postPregnancy:0.346
Maternal Lab History: URIC ACID-postPregnancy:-0.293
Maternal Lab History: GFR Calculation-postPregnancy:-0.279
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:1.000
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.576
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:0.333
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.333
Maternal Lab History: T-3(Total)-postPregnancy:-0.288
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.257
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.248
Maternal Lab History: T-3 UPTAKE-postPregnancy:-0.236
Maternal Lab History: T-4-postPregnancy:-0.236
Diagnosis:9ccs188:Pelvic obstr:0.234
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:1.000
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:1.000
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.599
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.417
Maternal Lab History: A/G-postPregnancy:0.286
Maternal Lab History: GLOBULIN-postPregnancy:-0.274
Maternal Procedure History:36415-postPregnancy:0.251
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.217
Diagnosis:9ccs154:Gastroent:0.203
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.178
Maternal Lab History: HEMOGLOBIN A-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.556
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:-0.349
Maternal Diagnosis:9ccs178:Induc abortn-postPregnancy:-0.247
Maternal Lab History: FASTING-otherPregnancy:0.215
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.195
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.194
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:-0.176
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy:-0.176
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.175
Maternal Lab History: Varicella IgG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:1.000
Maternal Lab History: SEX HORMONE BINDING GLOBULIN-postPregnancy:-0.491
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:0.491
Maternal Lab History: VARICELLA IGM-postPregnancy:-0.479
Maternal Lab History: FOLATE-postPregnancy:0.385
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.347
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.347
Maternal Lab History: VITAMIN B-12-postPregnancy:-0.294
Newborn Diagnosis:9ccs221:Resp distres:-0.285
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.263
Maternal Lab History: T-3 UPTAKE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: T-3 UPTAKE-postPregnancy:1.000
Maternal Lab History: T-4-postPregnancy:1.000
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:-0.707
Maternal Lab History: Immunoglobulin E-postPregnancy:0.624
Maternal Lab History: T-3(Total)-postPregnancy:0.609
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:-0.500
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.317
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.289
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.289
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.236
Maternal Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs198:Ot infl skin:1.000
Maternal Diagnosis:9ccs149:Biliary dx:0.180
Diagnosis:9ccs161:Ot dx kidney:0.137
Maternal Procedure History:90649-postPregnancy:-0.110
Newborn Diagnosis:9ccs256:Exam/eval:0.106
Maternal Lab History: Alk Phos-postPregnancy:0.095
Newborn Diagnosis:9ccs94:Other ear dx:-0.071
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.059
Maternal Lab History: MCV-postPregnancy:0.056
Diagnosis:9ccs10:Immuniz/scrn:-0.055
Maternal Lab History: T-4-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: T-3 UPTAKE-postPregnancy:1.000
Maternal Lab History: T-4-postPregnancy:1.000
Maternal Diagnosis:9ccs169:Endometrios-postPregnancy:-0.707
Maternal Lab History: Immunoglobulin E-postPregnancy:0.624
Maternal Lab History: T-3(Total)-postPregnancy:0.609
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:-0.500
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.317
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.289
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.289
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.236
Maternal Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs239:Superfic inj:1.000
Maternal Diagnosis:9ccs67:Subst-r mntl:0.707
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.707
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.707
Maternal Diagnosis:9ccs235:Opn wnd head:0.707
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.707
Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.499
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.315
Newborn Diagnosis:9ccs253:Allergy:0.222
Maternal Lab History: URINE SUGAR-postPregnancy:0.196
Maternal Lab History: FREE T3-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: FREE T3-otherPregnancy:1.000
Maternal Lab History: FREE T3-postPregnancy:0.766
Maternal Lab History: FREE T-4-otherPregnancy:0.616
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:0.558
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.474
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.433
Maternal Diagnosis:9ccs127:COPD-postPregnancy:0.395
Maternal Diagnosis:9ccs172:Ovarian cyst-otherPregnancy:0.395
Diagnosis:9ccs232:Sprain:-0.384
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:-0.384
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.577
Maternal Diagnosis:9ccs136:Teeth dx-otherPregnancy:0.577
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.352
Maternal Lab History: AFP-otherPregnancy:0.328
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.301
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.241
Diagnosis:10ccs58:Ot nutrit dx:0.228
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.207
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.195
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:1.000
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.587
Maternal Lab History: TRANSFERRIN-postPregnancy:0.583
Maternal Diagnosis:9ccs64:Ot hematl dx-postPregnancy:-0.476
Maternal Lab History: MUMPS IGG-postPregnancy:-0.257
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:-0.207
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.185
Maternal Lab History: eGFR-postPregnancy:-0.150
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.145
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:-0.145
Maternal Lab History: VITAMIN B-12-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: IRON BINDING CAPACITY-otherPregnancy:1.000
Maternal Lab History: VITAMIN B-12-otherPregnancy:1.000
Maternal Lab History: FOLATE-otherPregnancy:1.000
Maternal Lab History: IRON-otherPregnancy:1.000
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:-0.707
Maternal Diagnosis:9ccs3:Oth bact inf:0.707
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.540
Maternal Lab History: TSH-otherPregnancy:0.500
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.500
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.484
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:1.000
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.707
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.628
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.615
Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.500
Maternal Lab History: MICROALBUMIN-postPregnancy:0.500
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.499
Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.499
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.499
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.406
* Maternal Diagnosis:9ccs98:HTN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 5.725 [1.645 19.920] | indivs AUC:0.535
Correlated most with:
Maternal Diagnosis:9ccs98:HTN-postPregnancy:1.000
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.564
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.446
Diagnosis:9ccs129:Asp pneumon:0.315
Diagnosis:9ccs232:Sprain:0.315
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:0.315
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.315
Maternal Diagnosis:10ccs171:Menstrual dx-otherPregnancy:0.315
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.314
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.305
Maternal Diagnosis:10ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:1.000
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.434
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.431
Maternal Diagnosis:10ccs135:Intest infct-postPregnancy:0.408
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.408
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.408
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.408
Maternal Diagnosis:10ccs167:Breast dx-postPregnancy:0.408
Maternal Diagnosis:10ccs211:Ot conn tiss-postPregnancy:0.408
Maternal Diagnosis:10ccs251:Abdomnl pain-postPregnancy:0.407
Maternal Lab History: OXACILLIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: OXACILLIN-postPregnancy:1.000
Maternal Lab History: APF MoM-postPregnancy:0.410
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.197
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.175
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.167
Maternal Lab History: AFP-postPregnancy:-0.143
Diagnosis:9ccs209:Ot acq defor:0.130
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.115
Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.110
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.100
Maternal Lab History: RET %-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: RET %-postPregnancy:1.000
Maternal Lab History: RET ABS-postPregnancy:0.998
Maternal Lab History: RETIC HGB-postPregnancy:-0.746
Maternal Diagnosis:10ccs250:Nausea/vomit-postPregnancy:-0.600
Maternal Diagnosis:10ccs93:Dizziness-postPregnancy:-0.424
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.383
Maternal Diagnosis:10ccs84:Headache/mig-postPregnancy:-0.300
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.251
Maternal Lab History: FOLATE-postPregnancy:-0.226
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:-0.213
Newborn Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs197:Skin infectn:1.000
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.652
Maternal Diagnosis:9ccs75:Hx mental dx:0.577
Maternal Lab History: MONOCYTE-otherPregnancy:0.295
Maternal Procedure History:90471-otherPregnancy:0.218
Diagnosis:9ccs209:Ot acq defor:0.181
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.176
Maternal Lab History: ANION GAP-otherPregnancy:0.173
Maternal Lab History: URINE CULTURE-otherPregnancy:-0.149
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.142
Maternal Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs205:Back problem:1.000
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.155
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.133
Maternal Diagnosis:9ccs259:Unclassified:0.126
Maternal Lab History: URINE PH-postPregnancy:-0.074
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.069
Maternal Diagnosis:9ccs59:Anemia:0.065
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.060
Maternal Diagnosis:9ccs192:Umbil cord:0.058
Diagnosis:9ccs122:Pneumonia:0.057
Diagnosis:9ccs236:Opn wnd extr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs236:Opn wnd extr:1.000
Diagnosis:9ccs229:Fx arm:0.407
Maternal Lab History: BETA HCG FREE-postPregnancy:0.119
Maternal Lab History: hCG MoM-postPregnancy:0.100
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.066
Maternal Diagnosis:9ccs192:Umbil cord:0.058
Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.058
Diagnosis:9ccs197:Skin infectn:0.046
Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.045
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.044
Maternal Diagnosis:9ccs157:Ac renl fail | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs249:Shock:1.000
Maternal Diagnosis:9ccs157:Ac renl fail:1.000
Maternal Diagnosis:9ccs244:Other injury:0.707
Maternal Diagnosis:9ccs159:UTI:0.353
Newborn Diagnosis:9ccs253:Allergy:0.315
Newborn Diagnosis:9ccs94:Other ear dx:-0.131
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104
Newborn Diagnosis:9ccs219:Low birth wt:0.096
Newborn Diagnosis:9ccs256:Exam/eval:0.095
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.092
Vital : 0.772349424691
Number of Visits : 0.00678550413355
Census : 0.0797009840082
MatDeliveryAge : 0.00477478515304
Maternal Lab History : 0.0907800652608
Diagnosis : 0.0177611090719
Maternal Diagnosis : 0.0160734481548
Maternal Procedure History : 0.00705340639815
Lab : 0.00163653193435
Newborn Diagnosis : 0.00308474119432
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_index_no_min_full
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_results_no_min_full
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_models_no_min_full.pkl
-----------------------------------------------------
girls no_min no_census lasso
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.921, R^2 test: -1.859 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.727, R^2 test: -0.035 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.608, R^2 test: 0.194 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.293, R^2 test: 0.296 best alpha via bootstrap CV: 0.1 AUC Train: 0.755, Explained Variance Score Train: 0.293 AUC Validation: 0.815, Explained Variance Score Validation: 0.382 AUC Test: 0.800, Explained Variance Score Test: 0.306
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.969, R^2 test: -1.032
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.888, R^2 test: -0.177
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.826, R^2 test: 0.003
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.497, R^2 test: 0.324
best alpha via bootstrap CV: 0.1
AUC Train: 0.848, Explained Variance Score Train: 0.497
AUC Validation: 0.811, Explained Variance Score Validation: 0.421
AUC Test: 0.793, Explained Variance Score Test: 0.324
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.948, R^2 test: -0.913
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.802, R^2 test: 0.015
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.703, R^2 test: 0.165
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.355, R^2 test: 0.291
best alpha via bootstrap CV: 0.1
AUC Train: 0.809, Explained Variance Score Train: 0.355
AUC Validation: 0.781, Explained Variance Score Validation: 0.346
AUC Test: 0.792, Explained Variance Score Test: 0.292
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.966, R^2 test: -0.583
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.841, R^2 test: -0.074
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.709, R^2 test: 0.098
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.231, R^2 test: 0.246
best alpha via bootstrap CV: 0.1
AUC Train: 0.747, Explained Variance Score Train: 0.231
AUC Validation: 0.796, Explained Variance Score Validation: 0.216
AUC Test: 0.804, Explained Variance Score Test: 0.246
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.933, R^2 test: -0.945
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.788, R^2 test: 0.057
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.707, R^2 test: 0.217
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.418, R^2 test: 0.299
best alpha via bootstrap CV: 0.1
AUC Train: 0.828, Explained Variance Score Train: 0.418
AUC Validation: 0.821, Explained Variance Score Validation: 0.301
AUC Test: 0.790, Explained Variance Score Test: 0.303
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.956, R^2 test: -0.868
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.797, R^2 test: 0.132
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.695, R^2 test: 0.260
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.417, R^2 test: 0.337
best alpha via bootstrap CV: 0.1
AUC Train: 0.839, Explained Variance Score Train: 0.417
AUC Validation: 0.767, Explained Variance Score Validation: 0.260
AUC Test: 0.798, Explained Variance Score Test: 0.346
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.968, R^2 test: -0.598
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.808, R^2 test: 0.077
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.670, R^2 test: 0.209
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.399, R^2 test: 0.302
best alpha via bootstrap CV: 0.1
AUC Train: 0.813, Explained Variance Score Train: 0.399
AUC Validation: 0.730, Explained Variance Score Validation: 0.194
AUC Test: 0.796, Explained Variance Score Test: 0.302
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.966, R^2 test: -0.548
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.828, R^2 test: 0.052
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.724, R^2 test: 0.159
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.310, R^2 test: 0.272
best alpha via bootstrap CV: 0.1
AUC Train: 0.777, Explained Variance Score Train: 0.310
AUC Validation: 0.801, Explained Variance Score Validation: 0.331
AUC Test: 0.801, Explained Variance Score Test: 0.272
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.969, R^2 test: -0.454
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.841, R^2 test: 0.059
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.760, R^2 test: 0.200
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.485, R^2 test: 0.348
best alpha via bootstrap CV: 0.1
AUC Train: 0.861, Explained Variance Score Train: 0.485
AUC Validation: 0.725, Explained Variance Score Validation: 0.130
AUC Test: 0.812, Explained Variance Score Test: 0.348
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.974, R^2 test: -1.283
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.856, R^2 test: -0.175
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.753, R^2 test: 0.037
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.354, R^2 test: 0.317
best alpha via bootstrap CV: 0.1
AUC Train: 0.782, Explained Variance Score Train: 0.354
AUC Validation: 0.802, Explained Variance Score Validation: 0.280
AUC Test: 0.807, Explained Variance Score Test: 0.317
total variables 2039 and total subjects: 1698
->AUC validation: 0.785 95% CI: [0.765 , 0.805]
->AUC test: 0.799 95% CI: [0.795 , 0.803]
->Explained Variance (R2) validation: 0.286 95% CI: [0.234 , 0.339]
->Explained Variance (R2) test: 0.306 95% CI: [0.287 , 0.324]
Test set metrics:
@threshold:1.381, sens:0.000, spec:1.000, ppv:0.000, acc:0.850, f1:0.000, total+:0, total-:339
@threshold:1.060, sens:0.078, spec:1.000, ppv:1.000, acc:0.861, f1:0.145, total+:4, total-:335
@threshold:1.032, sens:0.098, spec:1.000, ppv:1.000, acc:0.864, f1:0.179, total+:5, total-:334
@threshold:0.983, sens:0.118, spec:0.997, ppv:0.857, acc:0.864, f1:0.207, total+:7, total-:332
@threshold:0.980, sens:0.137, spec:0.997, ppv:0.875, acc:0.867, f1:0.237, total+:8, total-:331
@threshold:0.980, sens:0.137, spec:0.993, ppv:0.778, acc:0.864, f1:0.233, total+:9, total-:330
@threshold:0.887, sens:0.157, spec:0.993, ppv:0.800, acc:0.867, f1:0.262, total+:10, total-:329
@threshold:0.855, sens:0.157, spec:0.990, ppv:0.727, acc:0.864, f1:0.258, total+:11, total-:328
@threshold:0.835, sens:0.176, spec:0.990, ppv:0.750, acc:0.867, f1:0.286, total+:12, total-:327
@threshold:0.790, sens:0.176, spec:0.986, ppv:0.692, acc:0.864, f1:0.281, total+:13, total-:326
@threshold:0.760, sens:0.196, spec:0.983, ppv:0.667, acc:0.864, f1:0.303, total+:15, total-:324
@threshold:0.720, sens:0.196, spec:0.979, ppv:0.625, acc:0.861, f1:0.299, total+:16, total-:323
@threshold:0.708, sens:0.216, spec:0.979, ppv:0.647, acc:0.864, f1:0.324, total+:17, total-:322
@threshold:0.701, sens:0.216, spec:0.976, ppv:0.611, acc:0.861, f1:0.319, total+:18, total-:321
@threshold:0.619, sens:0.235, spec:0.969, ppv:0.571, acc:0.858, f1:0.333, total+:21, total-:318
@threshold:0.614, sens:0.255, spec:0.965, ppv:0.565, acc:0.858, f1:0.351, total+:23, total-:316
@threshold:0.583, sens:0.275, spec:0.965, ppv:0.583, acc:0.861, f1:0.373, total+:24, total-:315
@threshold:0.577, sens:0.275, spec:0.962, ppv:0.560, acc:0.858, f1:0.368, total+:25, total-:314
@threshold:0.482, sens:0.294, spec:0.924, ppv:0.405, acc:0.829, f1:0.341, total+:37, total-:302
@threshold:0.468, sens:0.314, spec:0.920, ppv:0.410, acc:0.829, f1:0.356, total+:39, total-:300
@threshold:0.466, sens:0.333, spec:0.920, ppv:0.425, acc:0.832, f1:0.374, total+:40, total-:299
@threshold:0.434, sens:0.333, spec:0.917, ppv:0.415, acc:0.829, f1:0.370, total+:41, total-:298
@threshold:0.415, sens:0.353, spec:0.917, ppv:0.429, acc:0.832, f1:0.387, total+:42, total-:297
@threshold:0.410, sens:0.353, spec:0.913, ppv:0.419, acc:0.829, f1:0.383, total+:43, total-:296
@threshold:0.380, sens:0.373, spec:0.906, ppv:0.413, acc:0.826, f1:0.392, total+:46, total-:293
@threshold:0.374, sens:0.373, spec:0.903, ppv:0.404, acc:0.823, f1:0.388, total+:47, total-:292
@threshold:0.360, sens:0.392, spec:0.899, ppv:0.408, acc:0.823, f1:0.400, total+:49, total-:290
@threshold:0.354, sens:0.412, spec:0.896, ppv:0.412, acc:0.823, f1:0.412, total+:51, total-:288
@threshold:0.342, sens:0.431, spec:0.896, ppv:0.423, acc:0.826, f1:0.427, total+:52, total-:287
@threshold:0.333, sens:0.431, spec:0.892, ppv:0.415, acc:0.823, f1:0.423, total+:53, total-:286
@threshold:0.332, sens:0.451, spec:0.892, ppv:0.426, acc:0.826, f1:0.438, total+:54, total-:285
@threshold:0.322, sens:0.451, spec:0.889, ppv:0.418, acc:0.823, f1:0.434, total+:55, total-:284
@threshold:0.299, sens:0.471, spec:0.882, ppv:0.414, acc:0.820, f1:0.440, total+:58, total-:281
@threshold:0.298, sens:0.471, spec:0.878, ppv:0.407, acc:0.817, f1:0.436, total+:59, total-:280
@threshold:0.296, sens:0.490, spec:0.878, ppv:0.417, acc:0.820, f1:0.450, total+:60, total-:279
@threshold:0.289, sens:0.510, spec:0.875, ppv:0.419, acc:0.820, f1:0.460, total+:62, total-:277
@threshold:0.225, sens:0.529, spec:0.847, ppv:0.380, acc:0.799, f1:0.443, total+:71, total-:268
@threshold:0.224, sens:0.529, spec:0.844, ppv:0.375, acc:0.796, f1:0.439, total+:72, total-:267
@threshold:0.177, sens:0.549, spec:0.802, ppv:0.329, acc:0.764, f1:0.412, total+:85, total-:254
@threshold:0.173, sens:0.549, spec:0.799, ppv:0.326, acc:0.761, f1:0.409, total+:86, total-:253
@threshold:0.171, sens:0.569, spec:0.795, ppv:0.330, acc:0.761, f1:0.417, total+:88, total-:251
@threshold:0.165, sens:0.569, spec:0.792, ppv:0.326, acc:0.758, f1:0.414, total+:89, total-:250
@threshold:0.162, sens:0.588, spec:0.792, ppv:0.333, acc:0.761, f1:0.426, total+:90, total-:249
@threshold:0.154, sens:0.627, spec:0.788, ppv:0.344, acc:0.764, f1:0.444, total+:93, total-:246
@threshold:0.122, sens:0.647, spec:0.760, ppv:0.324, acc:0.743, f1:0.431, total+:102, total-:237
@threshold:0.121, sens:0.667, spec:0.757, ppv:0.327, acc:0.743, f1:0.439, total+:104, total-:235
@threshold:0.097, sens:0.686, spec:0.736, ppv:0.315, acc:0.729, f1:0.432, total+:111, total-:228
@threshold:0.088, sens:0.686, spec:0.733, ppv:0.312, acc:0.726, f1:0.429, total+:112, total-:227
@threshold:0.047, sens:0.706, spec:0.701, ppv:0.295, acc:0.702, f1:0.416, total+:122, total-:217
@threshold:0.046, sens:0.706, spec:0.698, ppv:0.293, acc:0.699, f1:0.414, total+:123, total-:216
@threshold:0.035, sens:0.725, spec:0.684, ppv:0.289, acc:0.690, f1:0.413, total+:128, total-:211
@threshold:0.016, sens:0.725, spec:0.681, ppv:0.287, acc:0.687, f1:0.411, total+:129, total-:210
@threshold:0.012, sens:0.745, spec:0.681, ppv:0.292, acc:0.690, f1:0.420, total+:130, total-:209
@threshold:0.005, sens:0.765, spec:0.677, ppv:0.295, acc:0.690, f1:0.426, total+:132, total-:207
@threshold:-0.030, sens:0.784, spec:0.628, ppv:0.272, acc:0.652, f1:0.404, total+:147, total-:192
@threshold:-0.031, sens:0.784, spec:0.625, ppv:0.270, acc:0.649, f1:0.402, total+:148, total-:191
@threshold:-0.130, sens:0.902, spec:0.465, ppv:0.230, acc:0.531, f1:0.367, total+:200, total-:139
@threshold:-0.130, sens:0.902, spec:0.462, ppv:0.229, acc:0.528, f1:0.365, total+:201, total-:138
@threshold:-0.210, sens:0.922, spec:0.382, ppv:0.209, acc:0.463, f1:0.341, total+:225, total-:114
@threshold:-0.210, sens:0.922, spec:0.378, ppv:0.208, acc:0.460, f1:0.339, total+:226, total-:113
@threshold:-0.350, sens:0.941, spec:0.250, ppv:0.182, acc:0.354, f1:0.305, total+:264, total-:75
@threshold:-0.353, sens:0.941, spec:0.247, ppv:0.181, acc:0.351, f1:0.304, total+:265, total-:74
@threshold:-0.425, sens:0.961, spec:0.205, ppv:0.176, acc:0.319, f1:0.298, total+:278, total-:61
@threshold:-0.427, sens:0.961, spec:0.201, ppv:0.176, acc:0.316, f1:0.297, total+:279, total-:60
@threshold:-0.508, sens:0.980, spec:0.142, ppv:0.168, acc:0.268, f1:0.287, total+:297, total-:42
@threshold:-0.516, sens:0.980, spec:0.139, ppv:0.168, acc:0.265, f1:0.287, total+:298, total-:41
@threshold:-1.466, sens:1.000, spec:0.003, ppv:0.151, acc:0.153, f1:0.262, total+:338, total-:1
* Vital: BMI-latest | coef 0.103 95% CI: [0.039 , 0.166] | OR_adj 1.108 [1.040 1.180] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.770
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg16to19 | coef 0.102 95% CI: [0.062 , 0.143] | OR_adj 1.108 [1.064 1.154] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.753
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-latest | coef 0.093 95% CI: [0.031 , 0.156] | OR_adj 1.098 [1.031 1.169] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.782
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg13to16 | coef 0.074 95% CI: [0.015 , 0.133] | OR_adj 1.077 [1.015 1.143] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.726
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-gain0to24 | coef 0.068 95% CI: [0.010 , 0.125] | OR_adj 1.070 [1.011 1.133] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.767
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Change-avg19to24 | coef 0.041 95% CI: [-0.001 , 0.083] | OR_adj 1.042 [0.999 1.086] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.643
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-postPregnancy | coef 0.040 95% CI: [0.005 , 0.075] | OR_adj 1.041 [1.005 1.078] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.586
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg19to24 | coef 0.025 95% CI: [-0.006 , 0.056] | OR_adj 1.025 [0.994 1.057] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.776
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg19to24 | coef 0.023 95% CI: [-0.007 , 0.053] | OR_adj 1.023 [0.993 1.054] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.770
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-latest | coef 0.023 95% CI: [0.003 , 0.042] | OR_adj 1.023 [1.003 1.043] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.784
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg16to19 | coef 0.015 95% CI: [-0.011 , 0.041] | OR_adj 1.016 [0.989 1.042] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.779
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-latest | coef 0.012 95% CI: [-0.000 , 0.025] | OR_adj 1.012 [1.000 1.025] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.765
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg13to16 | coef 0.012 95% CI: [-0.000 , 0.025] | OR_adj 1.012 [1.000 1.025] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.734
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-latest | coef 0.011 95% CI: [-0.003 , 0.025] | OR_adj 1.011 [0.997 1.025] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.671
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg16to19 | coef 0.009 95% CI: [-0.008 , 0.026] | OR_adj 1.009 [0.992 1.027] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.731
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg19to24 | coef 0.009 95% CI: [-0.002 , 0.019] | OR_adj 1.009 [0.998 1.019] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.774
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg1to3 | coef 0.007 95% CI: [-0.004 , 0.019] | OR_adj 1.007 [0.996 1.020] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.629
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain0to24 | coef 0.006 95% CI: [-0.005 , 0.016] | OR_adj 1.006 [0.995 1.017] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.770
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg19to24 | coef 0.005 95% CI: [-0.005 , 0.015] | OR_adj 1.005 [0.995 1.015] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.761
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg3to5 | coef 0.005 95% CI: [-0.004 , 0.014] | OR_adj 1.005 [0.996 1.014] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.671
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg0to1 | coef -0.005 95% CI: [-0.014 , 0.004] | OR_adj 0.995 [0.986 1.004] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.546
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg13to16 | coef 0.005 95% CI: [-0.004 , 0.014] | OR_adj 1.005 [0.996 1.014] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.731
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg16to19 | coef 0.004 95% CI: [-0.004 , 0.012] | OR_adj 1.004 [0.996 1.012] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.741
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-avg0to1 | coef 0.004 95% CI: [-0.003 , 0.011] | OR_adj 1.004 [0.997 1.011] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
MatDeliveryAge | coef 0.003 95% CI: [-0.003 , 0.008] | OR_adj 1.003 [0.997 1.008] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.644
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-latest | coef -0.002 95% CI: [-0.006 , 0.002] | OR_adj 0.998 [0.994 1.002] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Number of Visits | coef -0.002 95% CI: [-0.006 , 0.002] | OR_adj 0.998 [0.994 1.002] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.398
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain5to10 | coef 0.002 95% CI: [-0.008 , 0.012] | OR_adj 1.002 [0.993 1.012] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain3to7 | coef 0.002 95% CI: [-0.002 , 0.006] | OR_adj 1.002 [0.998 1.006] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg3to5 | coef 0.002 95% CI: [-0.002 , 0.005] | OR_adj 1.002 [0.998 1.005] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.586
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg5to7 | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.661
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain13to19 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.464
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Change-latest | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.658
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg10to13 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.710
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain3to7 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.614
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.674
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.750
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.703
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-gain7to13 | coef -0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.609
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.621
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.782
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 0.701620215082
MatDeliveryAge : 0.00292045217932
Number of Visits : -0.00205663269425
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_index_no_min_no_census
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_results_no_min_no_census
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_models_no_min_no_census.pkl
-----------------------------------------------------
girls no_min no_census randomforest
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.215
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.226
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.235
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.634, R^2 test: 0.233
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.956, Explained Variance Score Train: 0.707
AUC Validation: 0.888, Explained Variance Score Validation: 0.414
AUC Test: 0.720, Explained Variance Score Test: 0.237
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.204
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.818, R^2 test: 0.222
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.668, R^2 test: 0.228
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.602, R^2 test: 0.232
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.954, Explained Variance Score Train: 0.602
AUC Validation: 0.796, Explained Variance Score Validation: 0.405
AUC Test: 0.722, Explained Variance Score Test: 0.233
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.201
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.864, R^2 test: 0.167
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.707, R^2 test: 0.156
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.631, R^2 test: 0.165
best alpha via bootstrap CV: (3000, 2, 1)
AUC Train: 0.994, Explained Variance Score Train: 0.904
AUC Validation: 0.738, Explained Variance Score Validation: 0.160
AUC Test: 0.728, Explained Variance Score Test: 0.202
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.894, R^2 test: 0.257
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.849, R^2 test: 0.253
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.713, R^2 test: 0.253
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.647, R^2 test: 0.255
best alpha via bootstrap CV: (3000, 2, 1)
AUC Train: 0.989, Explained Variance Score Train: 0.894
AUC Validation: 0.729, Explained Variance Score Validation: 0.311
AUC Test: 0.735, Explained Variance Score Test: 0.262
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.920, R^2 test: 0.200
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.879, R^2 test: 0.184
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.678, R^2 test: 0.203
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.577, R^2 test: 0.179
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.949, Explained Variance Score Train: 0.678
AUC Validation: 0.804, Explained Variance Score Validation: 0.180
AUC Test: 0.732, Explained Variance Score Test: 0.206
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.910, R^2 test: 0.138
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.854, R^2 test: 0.161
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.711, R^2 test: 0.143
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.636, R^2 test: 0.139
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.989, Explained Variance Score Train: 0.854
AUC Validation: 0.749, Explained Variance Score Validation: 0.323
AUC Test: 0.719, Explained Variance Score Test: 0.161
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.176
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.189
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.700, R^2 test: 0.205
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.626, R^2 test: 0.215
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.960, Explained Variance Score Train: 0.627
AUC Validation: 0.723, Explained Variance Score Validation: 0.262
AUC Test: 0.738, Explained Variance Score Test: 0.218
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.896, R^2 test: 0.086
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.103
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.664, R^2 test: 0.134
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.591, R^2 test: 0.170
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.930, Explained Variance Score Train: 0.591
AUC Validation: 0.877, Explained Variance Score Validation: 0.442
AUC Test: 0.743, Explained Variance Score Test: 0.170
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.264
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.268
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.664, R^2 test: 0.281
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.584, R^2 test: 0.286
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.948, Explained Variance Score Train: 0.584
AUC Validation: 0.907, Explained Variance Score Validation: 0.426
AUC Test: 0.751, Explained Variance Score Test: 0.287
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.187
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.863, R^2 test: 0.173
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.708, R^2 test: 0.116
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.629, R^2 test: 0.156
best alpha via bootstrap CV: (3000, 2, 1)
AUC Train: 0.984, Explained Variance Score Train: 0.900
AUC Validation: 0.749, Explained Variance Score Validation: 0.292
AUC Test: 0.733, Explained Variance Score Test: 0.190
total variables 2039 and total subjects: 1698
->AUC validation: 0.796 95% CI: [0.754 , 0.837]
->AUC test: 0.732 95% CI: [0.726 , 0.738]
->Explained Variance (R2) validation: 0.321 95% CI: [0.262 , 0.381]
->Explained Variance (R2) test: 0.217 95% CI: [0.194 , 0.240]
Test set metrics:
@threshold:1.356, sens:0.000, spec:1.000, ppv:0.000, acc:0.855, f1:0.000, total+:0, total-:339
@threshold:1.182, sens:0.020, spec:0.986, ppv:0.200, acc:0.847, f1:0.037, total+:5, total-:334
@threshold:1.150, sens:0.041, spec:0.983, ppv:0.286, acc:0.847, f1:0.071, total+:7, total-:332
@threshold:1.148, sens:0.061, spec:0.983, ppv:0.375, acc:0.850, f1:0.105, total+:8, total-:331
@threshold:1.138, sens:0.061, spec:0.979, ppv:0.333, acc:0.847, f1:0.103, total+:9, total-:330
@threshold:1.028, sens:0.082, spec:0.972, ppv:0.333, acc:0.844, f1:0.131, total+:12, total-:327
@threshold:0.991, sens:0.102, spec:0.969, ppv:0.357, acc:0.844, f1:0.159, total+:14, total-:325
@threshold:0.830, sens:0.122, spec:0.952, ppv:0.300, acc:0.832, f1:0.174, total+:20, total-:319
@threshold:0.810, sens:0.122, spec:0.948, ppv:0.286, acc:0.829, f1:0.171, total+:21, total-:318
@threshold:0.712, sens:0.143, spec:0.928, ppv:0.250, acc:0.814, f1:0.182, total+:28, total-:311
@threshold:0.707, sens:0.163, spec:0.924, ppv:0.267, acc:0.814, f1:0.203, total+:30, total-:309
@threshold:0.688, sens:0.184, spec:0.921, ppv:0.281, acc:0.814, f1:0.222, total+:32, total-:307
@threshold:0.682, sens:0.184, spec:0.917, ppv:0.273, acc:0.811, f1:0.220, total+:33, total-:306
@threshold:0.678, sens:0.204, spec:0.917, ppv:0.294, acc:0.814, f1:0.241, total+:34, total-:305
@threshold:0.659, sens:0.224, spec:0.914, ppv:0.306, acc:0.814, f1:0.259, total+:36, total-:303
@threshold:0.658, sens:0.245, spec:0.914, ppv:0.324, acc:0.817, f1:0.279, total+:37, total-:302
@threshold:0.656, sens:0.245, spec:0.910, ppv:0.316, acc:0.814, f1:0.276, total+:38, total-:301
@threshold:0.637, sens:0.265, spec:0.897, ppv:0.302, acc:0.805, f1:0.283, total+:43, total-:296
@threshold:0.617, sens:0.265, spec:0.893, ppv:0.295, acc:0.802, f1:0.280, total+:44, total-:295
@threshold:0.612, sens:0.286, spec:0.890, ppv:0.304, acc:0.802, f1:0.295, total+:46, total-:293
@threshold:0.606, sens:0.286, spec:0.886, ppv:0.298, acc:0.799, f1:0.292, total+:47, total-:292
@threshold:0.581, sens:0.306, spec:0.879, ppv:0.300, acc:0.796, f1:0.303, total+:50, total-:289
@threshold:0.574, sens:0.306, spec:0.876, ppv:0.294, acc:0.794, f1:0.300, total+:51, total-:288
@threshold:0.569, sens:0.327, spec:0.869, ppv:0.296, acc:0.791, f1:0.311, total+:54, total-:285
@threshold:0.564, sens:0.347, spec:0.866, ppv:0.304, acc:0.791, f1:0.324, total+:56, total-:283
@threshold:0.537, sens:0.367, spec:0.855, ppv:0.300, acc:0.785, f1:0.330, total+:60, total-:279
@threshold:0.528, sens:0.388, spec:0.852, ppv:0.306, acc:0.785, f1:0.342, total+:62, total-:277
@threshold:0.527, sens:0.408, spec:0.852, ppv:0.317, acc:0.788, f1:0.357, total+:63, total-:276
@threshold:0.527, sens:0.408, spec:0.848, ppv:0.312, acc:0.785, f1:0.354, total+:64, total-:275
@threshold:0.481, sens:0.429, spec:0.824, ppv:0.292, acc:0.767, f1:0.347, total+:72, total-:267
@threshold:0.450, sens:0.449, spec:0.821, ppv:0.297, acc:0.767, f1:0.358, total+:74, total-:265
@threshold:0.439, sens:0.469, spec:0.817, ppv:0.303, acc:0.767, f1:0.368, total+:76, total-:263
@threshold:0.439, sens:0.469, spec:0.814, ppv:0.299, acc:0.764, f1:0.365, total+:77, total-:262
@threshold:0.431, sens:0.490, spec:0.810, ppv:0.304, acc:0.764, f1:0.375, total+:79, total-:260
@threshold:0.426, sens:0.490, spec:0.807, ppv:0.300, acc:0.761, f1:0.372, total+:80, total-:259
@threshold:0.422, sens:0.510, spec:0.807, ppv:0.309, acc:0.764, f1:0.385, total+:81, total-:258
@threshold:0.414, sens:0.510, spec:0.803, ppv:0.305, acc:0.761, f1:0.382, total+:82, total-:257
@threshold:0.361, sens:0.531, spec:0.779, ppv:0.289, acc:0.743, f1:0.374, total+:90, total-:249
@threshold:0.360, sens:0.531, spec:0.776, ppv:0.286, acc:0.740, f1:0.371, total+:91, total-:248
@threshold:0.310, sens:0.551, spec:0.748, ppv:0.270, acc:0.720, f1:0.362, total+:100, total-:239
@threshold:0.302, sens:0.551, spec:0.745, ppv:0.267, acc:0.717, f1:0.360, total+:101, total-:238
@threshold:0.293, sens:0.571, spec:0.734, ppv:0.267, acc:0.711, f1:0.364, total+:105, total-:234
@threshold:0.292, sens:0.571, spec:0.731, ppv:0.264, acc:0.708, f1:0.361, total+:106, total-:233
@threshold:0.280, sens:0.592, spec:0.728, ppv:0.269, acc:0.708, f1:0.369, total+:108, total-:231
@threshold:0.278, sens:0.592, spec:0.724, ppv:0.266, acc:0.705, f1:0.367, total+:109, total-:230
@threshold:0.245, sens:0.612, spec:0.707, ppv:0.261, acc:0.693, f1:0.366, total+:115, total-:224
@threshold:0.238, sens:0.612, spec:0.703, ppv:0.259, acc:0.690, f1:0.364, total+:116, total-:223
@threshold:0.202, sens:0.633, spec:0.679, ppv:0.250, acc:0.673, f1:0.358, total+:124, total-:215
@threshold:0.201, sens:0.633, spec:0.676, ppv:0.248, acc:0.670, f1:0.356, total+:125, total-:214
@threshold:0.190, sens:0.653, spec:0.672, ppv:0.252, acc:0.670, f1:0.364, total+:127, total-:212
@threshold:0.182, sens:0.653, spec:0.669, ppv:0.250, acc:0.667, f1:0.362, total+:128, total-:211
@threshold:0.155, sens:0.673, spec:0.652, ppv:0.246, acc:0.655, f1:0.361, total+:134, total-:205
@threshold:0.153, sens:0.673, spec:0.648, ppv:0.244, acc:0.652, f1:0.359, total+:135, total-:204
@threshold:0.140, sens:0.694, spec:0.634, ppv:0.243, acc:0.643, f1:0.360, total+:140, total-:199
@threshold:0.134, sens:0.694, spec:0.631, ppv:0.241, acc:0.640, f1:0.358, total+:141, total-:198
@threshold:0.122, sens:0.714, spec:0.624, ppv:0.243, acc:0.637, f1:0.363, total+:144, total-:195
@threshold:0.120, sens:0.714, spec:0.621, ppv:0.241, acc:0.634, f1:0.361, total+:145, total-:194
@threshold:0.082, sens:0.735, spec:0.607, ppv:0.240, acc:0.625, f1:0.362, total+:150, total-:189
@threshold:0.080, sens:0.735, spec:0.603, ppv:0.238, acc:0.622, f1:0.360, total+:151, total-:188
@threshold:0.040, sens:0.755, spec:0.576, ppv:0.231, acc:0.602, f1:0.354, total+:160, total-:179
@threshold:0.039, sens:0.755, spec:0.572, ppv:0.230, acc:0.599, f1:0.352, total+:161, total-:178
@threshold:0.002, sens:0.776, spec:0.552, ppv:0.226, acc:0.584, f1:0.350, total+:168, total-:171
@threshold:-0.002, sens:0.776, spec:0.548, ppv:0.225, acc:0.581, f1:0.349, total+:169, total-:170
@threshold:-0.027, sens:0.796, spec:0.541, ppv:0.227, acc:0.578, f1:0.353, total+:172, total-:167
@threshold:-0.035, sens:0.796, spec:0.538, ppv:0.225, acc:0.575, f1:0.351, total+:173, total-:166
@threshold:-0.138, sens:0.816, spec:0.497, ppv:0.215, acc:0.543, f1:0.340, total+:186, total-:153
@threshold:-0.141, sens:0.816, spec:0.493, ppv:0.214, acc:0.540, f1:0.339, total+:187, total-:152
@threshold:-0.148, sens:0.837, spec:0.490, ppv:0.217, acc:0.540, f1:0.345, total+:189, total-:150
@threshold:-0.153, sens:0.837, spec:0.486, ppv:0.216, acc:0.537, f1:0.343, total+:190, total-:149
@threshold:-0.258, sens:0.857, spec:0.417, ppv:0.199, acc:0.481, f1:0.323, total+:211, total-:128
@threshold:-0.259, sens:0.857, spec:0.414, ppv:0.198, acc:0.478, f1:0.322, total+:212, total-:127
@threshold:-0.315, sens:0.878, spec:0.376, ppv:0.192, acc:0.448, f1:0.315, total+:224, total-:115
@threshold:-0.321, sens:0.878, spec:0.372, ppv:0.191, acc:0.445, f1:0.314, total+:225, total-:114
@threshold:-0.345, sens:0.898, spec:0.355, ppv:0.190, acc:0.434, f1:0.314, total+:231, total-:108
@threshold:-0.346, sens:0.898, spec:0.352, ppv:0.190, acc:0.431, f1:0.313, total+:232, total-:107
@threshold:-0.398, sens:0.918, spec:0.317, ppv:0.185, acc:0.404, f1:0.308, total+:243, total-:96
@threshold:-0.400, sens:0.918, spec:0.314, ppv:0.184, acc:0.401, f1:0.307, total+:244, total-:95
@threshold:-0.530, sens:0.939, spec:0.200, ppv:0.165, acc:0.307, f1:0.281, total+:278, total-:61
@threshold:-0.531, sens:0.939, spec:0.197, ppv:0.165, acc:0.304, f1:0.280, total+:279, total-:60
@threshold:-0.585, sens:0.959, spec:0.141, ppv:0.159, acc:0.260, f1:0.272, total+:296, total-:43
@threshold:-0.585, sens:0.959, spec:0.138, ppv:0.158, acc:0.257, f1:0.272, total+:297, total-:42
@threshold:-0.662, sens:0.980, spec:0.079, ppv:0.152, acc:0.209, f1:0.264, total+:315, total-:24
@threshold:-0.668, sens:0.980, spec:0.076, ppv:0.152, acc:0.206, f1:0.263, total+:316, total-:23
@threshold:-0.867, sens:1.000, spec:0.003, ppv:0.145, acc:0.147, f1:0.253, total+:338, total-:1
* Vital: BMI-latest | coef 0.119 95% CI: [0.077 , 0.162] | OR_adj 1.127 [1.080 1.176] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.703
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg19to24 | coef 0.053 95% CI: [0.020 , 0.086] | OR_adj 1.055 [1.020 1.090] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.729
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-latest | coef 0.052 95% CI: [0.023 , 0.081] | OR_adj 1.053 [1.023 1.085] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.717
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-gain0to24 | coef 0.051 95% CI: [0.023 , 0.079] | OR_adj 1.052 [1.023 1.082] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.717
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-latest | coef 0.027 95% CI: [0.006 , 0.048] | OR_adj 1.027 [1.006 1.049] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.698
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg19to24 | coef 0.026 95% CI: [0.014 , 0.038] | OR_adj 1.027 [1.014 1.039] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.717
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-gain0to24 | coef 0.025 95% CI: [0.016 , 0.034] | OR_adj 1.025 [1.016 1.035] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.731
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg16to19 | coef 0.020 95% CI: [0.004 , 0.036] | OR_adj 1.020 [1.004 1.037] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.684
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg16to19 | coef 0.019 95% CI: [0.007 , 0.030] | OR_adj 1.019 [1.007 1.030] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.694
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Number of Visits | coef 0.018 95% CI: [0.013 , 0.023] | OR_adj 1.018 [1.013 1.024] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.436
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain0to24 | coef 0.018 95% CI: [0.004 , 0.032] | OR_adj 1.018 [1.004 1.032] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.699
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
MatDeliveryAge | coef 0.017 95% CI: [0.008 , 0.026] | OR_adj 1.017 [1.008 1.027] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg16to19 | coef 0.016 95% CI: [0.006 , 0.026] | OR_adj 1.016 [1.006 1.026] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.690
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg19to24 | coef 0.015 95% CI: [0.006 , 0.024] | OR_adj 1.015 [1.007 1.024] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.695
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg13to16 | coef 0.015 95% CI: [0.007 , 0.023] | OR_adj 1.015 [1.007 1.023] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.728
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg13to16 | coef 0.013 95% CI: [0.007 , 0.020] | OR_adj 1.013 [1.007 1.020] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.718
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg19to24 | coef 0.012 95% CI: [0.003 , 0.021] | OR_adj 1.012 [1.003 1.022] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.715
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs155:Other GI dx | coef 0.012 95% CI: [0.000 , 0.024] | OR_adj 1.012 [1.000 1.024] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg13to16 | coef 0.012 95% CI: [0.001 , 0.023] | OR_adj 1.012 [1.001 1.023] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.674
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg13to16 | coef 0.010 95% CI: [-0.001 , 0.021] | OR_adj 1.010 [0.999 1.022] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.722
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-latest | coef 0.010 95% CI: [-0.002 , 0.021] | OR_adj 1.010 [0.998 1.021] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.694
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-postPregnancy | coef 0.010 95% CI: [0.003 , 0.016] | OR_adj 1.010 [1.003 1.017] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg16to19 | coef 0.009 95% CI: [0.003 , 0.014] | OR_adj 1.009 [1.003 1.015] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.705
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg10to13 | coef 0.008 95% CI: [0.003 , 0.013] | OR_adj 1.008 [1.003 1.013] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.711
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg10to13 | coef 0.008 95% CI: [0.001 , 0.015] | OR_adj 1.008 [1.001 1.016] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.680
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg1to3 | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-latest | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.711
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-gain0to24 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.716
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length Zscore-avg10to13 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.720
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg1to3 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1340 | OR_unadj: 1.980 [1.513 2.590] | indivs AUC:0.588
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-gain16to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain3to7 | coef 0.005 95% CI: [0.001 , 0.009] | OR_adj 1.005 [1.001 1.009] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.621
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg3to5 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.654
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-latest | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.648
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg7to10 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.647
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg7to10 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.439
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain7to13 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.576
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg10to13 | coef 0.005 95% CI: [0.001 , 0.008] | OR_adj 1.005 [1.001 1.008] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.711
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg1to3 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.548
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt-gain13to19 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain16to24 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.531
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain16to24 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg7to10 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.646
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg0to1 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.577
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg3to5 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.607
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg1to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1353 | OR_unadj: 1.405 [1.071 1.842] | indivs AUC:0.568
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt-gain1to5 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.577
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain16to24 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain1to5 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.555
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-gain0to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1391 | OR_unadj: 1.452 [1.110 1.899] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain16to24 | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain3to7 | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.007] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain7to13 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.581
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain1to5 | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.454
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg0to1 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1326 | OR_unadj: 1.323 [1.012 1.730] | indivs AUC:0.557
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain3to7 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.564
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg13to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain0to3 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.460
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg3to5 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.646
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt-avg0to1 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs255:Social admin | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.458
Diagnosis:9ccs126:Ot up rsp in:0.355
Number of Visits:0.240
Diagnosis:9ccs253:Allergy:0.212
Diagnosis:9ccs92:Otitis media:0.192
Diagnosis:9ccs257:Ot aftercare:0.190
Diagnosis:9ccs7:Viral infect:0.187
Diagnosis:9ccs90:Eye infectn:0.125
Diagnosis:9ccs125:Bronchitis:0.124
Vital: Temp-avg10to13 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt-gain10to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.543
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.003 95% CI: [-0.002 , 0.008] | OR_adj 1.003 [0.998 1.008] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Change-latest | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.566
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg7to10 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.637
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain10to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.537
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain5to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI Percentile-latest | coef 0.003 95% CI: [-0.001 , 0.007] | OR_adj 1.003 [0.999 1.007] | occ: 258 | OR_unadj: 1.431 [0.924 2.214] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain16to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1432 | OR_unadj: 1.066 [0.815 1.393] | indivs AUC:0.456
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg5to7 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.669
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.448
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.541
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg19to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-gain7to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.561
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.592
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg3to5 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.554
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-latest | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI Percentile-gain0to24 | coef 0.003 95% CI: [-0.001 , 0.007] | OR_adj 1.003 [0.999 1.007] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain10to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.568
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain0to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1401 | OR_unadj: 1.349 [1.031 1.765] | indivs AUC:0.549
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 666 | OR_unadj: 1.322 [0.954 1.832] | indivs AUC:0.552
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI Percentile-avg19to24 | coef 0.003 95% CI: [-0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 288 | OR_unadj: 1.640 [1.099 2.447] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI Percentile-gain16to24 | coef 0.003 95% CI: [-0.001 , 0.006] | OR_adj 1.003 [0.999 1.006] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg5to7 | coef 0.003 95% CI: [0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.650
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg0to1 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 538 | OR_unadj: 2.540 [1.496 4.314] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain1to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1421 | OR_unadj: 1.007 [0.771 1.314] | indivs AUC:0.613
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain13to19 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1431 | OR_unadj: 0.840 [0.643 1.097] | indivs AUC:0.427
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Change-avg19to24 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.602
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain0to3 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.542
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-gain7to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.560
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg16to19 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.652
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain7to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain13to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.416
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain7to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain5to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.443
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain10to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain1to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.467
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.604
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain10to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.444
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain5to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg10to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain13to19 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.586
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.601
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain3to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain16to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.468
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg0to1 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.549
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.450
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg13to16 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.589
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg5to7 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain5to10 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.451
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain13to19 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1254 | OR_unadj: 1.030 [0.785 1.351] | indivs AUC:0.421
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain5to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.633
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg1to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-gain10to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.531
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain5to10 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.446
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg16to19 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.671
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.454
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg13to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.467
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Change-avg16to19 | coef 0.002 95% CI: [-0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 712 | OR_unadj: 1.794 [1.198 2.685] | indivs AUC:0.558
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg7to10 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain16to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.441
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.566
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg16to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.541
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 544 | OR_unadj: 0.933 [0.645 1.348] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg19to24 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 921 | OR_unadj: 2.119 [1.615 2.779] | indivs AUC:0.689
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg13to16 | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain0to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.566
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain0to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.545
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-gain0to24 | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 906 | OR_unadj: 1.985 [1.512 2.606] | indivs AUC:0.684
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.461
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 587 | OR_unadj: 0.960 [0.669 1.378] | indivs AUC:0.552
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg16to19 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.558
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain7to13 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain13to19 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.564
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg13to16 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg13to16 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 679 | OR_unadj: 1.935 [1.451 2.581] | indivs AUC:0.634
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.456
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.458
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.207
Diagnosis:9ccs257:Ot aftercare:0.194
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs253:Allergy:0.179
Number of Visits:0.166
Diagnosis:9ccs135:Intest infct:0.147
Diagnosis:9ccs90:Eye infectn:0.143
Vital: Wt Percentile-gain0to3 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 372 | OR_unadj: 0.999 [0.638 1.563] | indivs AUC:0.563
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.552
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-gain13to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 826 | OR_unadj: 0.644 [0.432 0.961] | indivs AUC:0.469
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs255:Social admin:0.212
Diagnosis:9ccs200:Oth skin dx:0.201
Number of Visits:0.180
Diagnosis:9ccs10:Immuniz/scrn:0.179
Diagnosis:9ccs4:Mycoses:0.177
Diagnosis:9ccs126:Ot up rsp in:0.157
Diagnosis:9ccs257:Ot aftercare:0.157
Diagnosis:9ccs7:Viral infect:0.155
Diagnosis:9ccs239:Superfic inj:0.139
* Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg1to3 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs255:Social admin:0.355
Diagnosis:9ccs92:Otitis media:0.337
Diagnosis:9ccs10:Immuniz/scrn:0.312
Number of Visits:0.312
Diagnosis:9ccs7:Viral infect:0.236
Diagnosis:9ccs257:Ot aftercare:0.228
Diagnosis:9ccs90:Eye infectn:0.191
Diagnosis:9ccs135:Intest infct:0.190
Diagnosis:9ccs133:Oth low resp:0.167
Vital: HR-avg10to13 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-gain3to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.612
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.151
Newborn Diagnosis:9ccs222:Perint jaund:0.115
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.102
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.102
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.102
Diagnosis:9ccs188:Pelvic obstr:0.102
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Diagnosis:9ccs155:Other GI dx:0.090
* Vital: HC-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.562
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg5to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.630
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain10to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 753 | OR_unadj: 0.793 [0.556 1.132] | indivs AUC:0.407
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Number of Visits:0.306
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs10:Immuniz/scrn:0.207
Diagnosis:9ccs90:Eye infectn:0.205
Diagnosis:9ccs255:Social admin:0.187
Diagnosis:9ccs133:Oth low resp:0.182
Diagnosis:9ccs92:Otitis media:0.174
Diagnosis:9ccs257:Ot aftercare:0.169
Diagnosis:9ccs125:Bronchitis:0.159
Vital: Temp-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 268 | OR_unadj: 1.249 [0.793 1.967] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-avg19to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.577
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 291 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-gain0to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.572
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain5to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 582 | OR_unadj: 1.002 [0.659 1.525] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg10to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.563
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-gain0to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.563
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain7to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg10to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.669
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg19to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg10to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 631 | OR_unadj: 1.185 [0.802 1.752] | indivs AUC:0.541
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 316 | OR_unadj: 1.666 [1.070 2.593] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 314 | OR_unadj: 1.341 [0.868 2.070] | indivs AUC:0.546
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg16to19 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg13to16 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.463
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.550
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.337
Number of Visits:0.296
Diagnosis:9ccs90:Eye infectn:0.231
Diagnosis:9ccs125:Bronchitis:0.228
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs255:Social admin:0.192
Diagnosis:9ccs10:Immuniz/scrn:0.191
Diagnosis:9ccs135:Intest infct:0.183
Diagnosis:9ccs7:Viral infect:0.174
Vital: Ht Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.464
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.246
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs7:Viral infect:0.153
Diagnosis:9ccs126:Ot up rsp in:0.144
Diagnosis:9ccs239:Superfic inj:0.136
Diagnosis:9ccs10:Immuniz/scrn:0.130
Diagnosis:9ccs250:Nausea/vomit:0.124
Diagnosis:9ccs133:Oth low resp:0.116
Diagnosis:9ccs91:Other eye dx:0.113
Vital: BMI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 308 | OR_unadj: 1.059 [0.563 1.991] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.449
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Number of Visits:0.231
Diagnosis:9ccs126:Ot up rsp in:0.228
Diagnosis:9ccs92:Otitis media:0.226
Diagnosis:9ccs125:Bronchitis:0.216
Diagnosis:9ccs10:Immuniz/scrn:0.194
Diagnosis:9ccs255:Social admin:0.190
Diagnosis:9ccs7:Viral infect:0.169
Diagnosis:9ccs253:Allergy:0.157
Diagnosis:9ccs128:Asthma:0.152
Vital: Ht-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 309 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.467
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs3:Oth bact inf:1.000
Diagnosis:9ccs120:Hemmorhoids:0.315
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.138
Maternal Lab History: eGFR-postPregnancy:-0.109
Maternal Lab History: COLONY COUNT-otherPregnancy:0.107
Maternal Lab History: RUBELLA-otherPregnancy:0.106
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.100
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.097
Maternal Procedure History:99401-otherPregnancy:0.090
Maternal Lab History: EOSINOPHIL-postPregnancy:0.088
Vital: Wt Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 358 | OR_unadj: 1.211 [0.811 1.809] | indivs AUC:0.558
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 376 | OR_unadj: 1.188 [0.778 1.816] | indivs AUC:0.459
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 548 | OR_unadj: 1.684 [1.224 2.316] | indivs AUC:0.615
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs128:Asthma:0.241
Diagnosis:9ccs92:Otitis media:0.228
Diagnosis:9ccs257:Ot aftercare:0.216
Number of Visits:0.180
Diagnosis:9ccs126:Ot up rsp in:0.165
Diagnosis:9ccs122:Pneumonia:0.164
Diagnosis:9ccs7:Viral infect:0.159
Diagnosis:9ccs133:Oth low resp:0.156
Diagnosis:9ccs135:Intest infct:0.131
* Vital: Wt Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 408 | OR_unadj: 1.512 [1.054 2.171] | indivs AUC:0.581
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 491 | OR_unadj: 0.943 [0.621 1.433] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.466
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.201
Number of Visits:0.184
Diagnosis:9ccs155:Other GI dx:0.168
Diagnosis:9ccs7:Viral infect:0.158
Diagnosis:9ccs256:Exam/eval:0.140
Diagnosis:9ccs239:Superfic inj:0.138
Diagnosis:9ccs126:Ot up rsp in:0.119
Diagnosis:9ccs255:Social admin:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.106
Vital: Wt Change-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 420 | OR_unadj: 0.968 [0.619 1.514] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.476
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs92:Otitis media:0.231
Diagnosis:9ccs7:Viral infect:0.205
Diagnosis:9ccs126:Ot up rsp in:0.191
Number of Visits:0.174
Diagnosis:9ccs10:Immuniz/scrn:0.143
Diagnosis:9ccs125:Bronchitis:0.129
Diagnosis:9ccs255:Social admin:0.125
Diagnosis:9ccs133:Oth low resp:0.117
Diagnosis:9ccs135:Intest infct:0.112
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Number of Visits:0.138
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.109
Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.106
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.106
Diagnosis:9ccs74:Ot mentl cnd:0.102
Lab:294203 BILIRUBIN TOTAL - LMC:0.092
Diagnosis:9ccs256:Exam/eval:0.090
Diagnosis:9ccs253:Allergy:0.088
Diagnosis:9ccs155:Other GI dx:0.087
Vital: HR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 223 | OR_unadj: 1.424 [0.856 2.368] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Maternal Diagnosis:9ccs133:Oth low resp:0.103
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs136:Teeth dx:0.088
Diagnosis:9ccs137:Mouth dx:0.083
Diagnosis:9ccs239:Superfic inj:0.080
Diagnosis:9ccs229:Fx arm:0.079
Diagnosis:9ccs2:Septicemia:0.079
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.079
Diagnosis:9ccs90:Eye infectn:0.077
Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.206
Diagnosis:9ccs126:Ot up rsp in:0.190
Diagnosis:9ccs92:Otitis media:0.183
Diagnosis:9ccs7:Viral infect:0.156
Diagnosis:9ccs10:Immuniz/scrn:0.147
Diagnosis:9ccs125:Bronchitis:0.131
Diagnosis:9ccs253:Allergy:0.129
Diagnosis:9ccs255:Social admin:0.124
Diagnosis:9ccs257:Ot aftercare:0.120
* Vital: Wt Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 447 | OR_unadj: 1.467 [1.036 2.078] | indivs AUC:0.596
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.462
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 329 | OR_unadj: 1.015 [0.648 1.588] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 305 | OR_unadj: 0.948 [0.596 1.507] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs7:Viral infect:0.127
Maternal Diagnosis:9ccs41:Ot primry ca-postPregnancy:0.120
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.120
Number of Visits:0.109
Diagnosis:9ccs92:Otitis media:0.103
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.090
Maternal Lab History: GLOBULIN-otherPregnancy:0.089
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.083
Diagnosis:9ccs197:Skin infectn:0.083
Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs95:Oth nerv dx:0.195
Diagnosis:9ccs113:Late eff CVD:0.180
Number of Visits:0.131
Newborn Diagnosis:9ccs219:Low birth wt:0.126
Diagnosis:9ccs159:UTI:0.115
Diagnosis:9ccs94:Other ear dx:0.111
Diagnosis:9ccs58:Ot nutrit dx:0.102
Diagnosis:9ccs238:Complic proc:0.100
Diagnosis:9ccs217:Ot cong anom:0.099
Vital: Wt Change-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.356 [0.745 2.467] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs155:Other GI dx:0.124
Number of Visits:0.122
Diagnosis:9ccs141:Ot dx stomch:0.120
Diagnosis:9ccs233:Intracrn inj:0.103
Diagnosis:9ccs73:Preadult dx:0.103
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.103
Newborn Diagnosis:9ccs59:Anemia:0.103
Diagnosis:9ccs120:Hemmorhoids:0.103
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.103
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.284
Diagnosis:9ccs217:Ot cong anom:0.181
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.115
Diagnosis:9ccs155:Other GI dx:0.113
Diagnosis:9ccs90:Eye infectn:0.101
Number of Visits:0.095
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.093
Diagnosis:9ccs10:Immuniz/scrn:0.086
Diagnosis:9ccs233:Intracrn inj:0.081
Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs253:Allergy:0.177
Diagnosis:9ccs200:Oth skin dx:0.102
Number of Visits:0.102
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.087
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.086
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.079
Maternal Diagnosis:9ccs64:Ot hematl dx-postPregnancy:0.077
Diagnosis:9ccs7:Viral infect:0.077
Diagnosis:9ccs256:Exam/eval:0.076
Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs200:Oth skin dx:0.104
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.095
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.090
Diagnosis:9ccs94:Other ear dx:0.084
Diagnosis:9ccs133:Oth low resp:0.084
Diagnosis:9ccs211:Ot conn tiss:0.081
Diagnosis:9ccs61:Sickle cell:0.075
Diagnosis:9ccs257:Ot aftercare:0.075
Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.117
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.105
Diagnosis:9ccs122:Pneumonia:0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.096
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.096
Diagnosis:9ccs159:UTI:0.096
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.091
Diagnosis:9ccs243:Poisn nonmed:0.091
Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs125:Bronchitis:0.241
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs122:Pneumonia:0.211
Number of Visits:0.184
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs92:Otitis media:0.150
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.139
Maternal Diagnosis:9ccs239:Superfic inj:0.134
Diagnosis:9ccs126:Ot up rsp in:0.130
Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.128
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.113
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.107
Maternal Diagnosis:9ccs250:Nausea/vomit:0.104
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.104
Diagnosis:9ccs10:Immuniz/scrn:0.099
Diagnosis:9ccs224:Ot perint dx:0.092
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.091
Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs61:Sickle cell:0.111
Maternal Diagnosis:9ccs53:Hyperlipidem:0.101
Diagnosis:9ccs96:Hrt valve dx:0.096
Diagnosis:9ccs242:Poisn ot med:0.093
Maternal Diagnosis:9ccs102:Chest pain:0.091
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.091
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.091
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.091
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.091
Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.476
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.259
Diagnosis:9ccs91:Other eye dx:0.181
Diagnosis:9ccs47:Ot bnign neo:0.154
Diagnosis:9ccs95:Oth nerv dx:0.112
Diagnosis:9ccs257:Ot aftercare:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs216:Nerv cong an:0.101
Diagnosis:9ccs74:Ot mentl cnd:0.099
Diagnosis:9ccs51:Ot endo dsor:0.099
Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.525
Diagnosis:9ccs117:Ot circul dx:0.230
Newborn Diagnosis:9ccs96:Hrt valve dx:0.220
Newborn Diagnosis:9ccs213:Cardiac anom:0.181
Maternal Diagnosis:9ccs255:Social admin:0.108
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.108
Maternal Procedure History:96372-otherPregnancy:0.107
Diagnosis:9ccs259:Unclassified:0.096
Diagnosis:9ccs10:Immuniz/scrn:0.090
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Number of Visits:0.143
Diagnosis:9ccs253:Allergy:0.139
Diagnosis:9ccs200:Oth skin dx:0.138
Diagnosis:9ccs155:Other GI dx:0.136
Diagnosis:9ccs256:Exam/eval:0.120
Diagnosis:9ccs126:Ot up rsp in:0.114
Diagnosis:9ccs133:Oth low resp:0.112
Diagnosis:9ccs246:FUO:0.110
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.110
Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.180
Diagnosis:9ccs94:Other ear dx:0.141
Maternal Procedure History:97001-postPregnancy:0.141
Number of Visits:0.138
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.119
Diagnosis:9ccs83:Epilepsy/cnv:0.113
Diagnosis:9ccs145:Int obstruct:0.106
Diagnosis:9ccs70:Schizo/rl dx:0.106
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.106
Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Lab:292495 LEAD LEVEL - Sunrise:-0.414
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.222
Maternal Diagnosis:9ccs255:Social admin:0.222
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.213
Maternal Lab History: TP PERIOD-postPregnancy:0.213
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.205
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.155
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.155
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.138
Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.465
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Number of Visits:0.166
Diagnosis:9ccs113:Late eff CVD:0.141
Diagnosis:9ccs126:Ot up rsp in:0.123
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.116
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.116
Diagnosis:9ccs74:Ot mentl cnd:0.111
Diagnosis:9ccs155:Other GI dx:0.100
Diagnosis:9ccs257:Ot aftercare:0.099
Diagnosis:9ccs135:Intest infct:0.095
Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.470
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Diagnosis:9ccs128:Asthma:0.220
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.182
Diagnosis:9ccs126:Ot up rsp in:0.167
Diagnosis:9ccs127:COPD:0.166
Diagnosis:9ccs122:Pneumonia:0.161
Diagnosis:9ccs125:Bronchitis:0.156
Diagnosis:9ccs257:Ot aftercare:0.147
Diagnosis:9ccs256:Exam/eval:0.146
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.489
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:296169 RETICULOCYTE COUNT- LMC:-0.210
Lab:295669 BILIRUBIN DIRECT - LMC:0.191
Diagnosis:9ccs222:Perint jaund:-0.151
Diagnosis:9ccs151:Oth liver dx:-0.128
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.114
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.105
Maternal Lab History: LH-postPregnancy:0.100
Lab:294495 LEAD, BLOOD - LMC:-0.100
Diagnosis:9ccs58:Ot nutrit dx:0.092
Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.146
Diagnosis:9ccs200:Oth skin dx:0.140
Number of Visits:0.133
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.133
Diagnosis:9ccs239:Superfic inj:0.120
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.120
Diagnosis:9ccs155:Other GI dx:0.112
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.111
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.105
Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Diagnosis:9ccs49:DiabMel no c:0.106
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.106
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.106
Maternal Diagnosis:9ccs47:Ot bnign neo:0.106
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.106
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.106
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.106
Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: HERPES II IgG-postPregnancy:0.102
Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.150
Number of Visits:0.143
Diagnosis:9ccs133:Oth low resp:0.134
Diagnosis:9ccs126:Ot up rsp in:0.114
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.096
Diagnosis:9ccs90:Eye infectn:0.095
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.095
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.095
Maternal Diagnosis:9ccs215:gu cong anom-otherPregnancy:0.095
Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs75:Hx mental dx:1.000
Maternal Diagnosis:9ccs194:Forceps del:0.287
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.203
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.202
Diagnosis:9ccs123:Influenza:0.146
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.117
Maternal Diagnosis:9ccs168:PID:0.116
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.114
Maternal Lab History: WEIGHT-postPregnancy:0.113
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.110
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Diagnosis:9ccs168:PID:0.178
Maternal Lab History: A/G-otherPregnancy:-0.166
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.154
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.148
Maternal Lab History: GLOBULIN-otherPregnancy:0.141
Diagnosis:9ccs205:Back problem:0.140
Maternal Lab History: AST (SGOT)-otherPregnancy:0.131
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.130
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.130
Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.211
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.164
Diagnosis:9ccs133:Oth low resp:0.161
Diagnosis:9ccs127:COPD:0.147
Diagnosis:9ccs92:Otitis media:0.145
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.111
Diagnosis:9ccs59:Anemia:0.103
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.467
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Maternal Diagnosis:9ccs200:Oth skin dx:-0.224
Lab:296169 RETICULOCYTE COUNT- LMC:-0.218
Lab:294203 BILIRUBIN TOTAL - LMC:0.191
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.177
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.139
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.125
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.112
Maternal Lab History: URINE CULTURE-postPregnancy:0.102
Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs258:Other screen:0.143
Diagnosis:9ccs7:Viral infect:0.130
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.119
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.119
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs140:Gastritis:0.096
Number of Visits:0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs197:Skin infectn:0.088
Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.498
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:1.000
Diagnosis:9ccs243:Poisn nonmed:-0.414
Maternal Diagnosis:9ccs56:Cystic fibro:0.272
Diagnosis:9ccs105:Conduction:-0.268
Diagnosis:9ccs106:Dysrhythmia:-0.190
Maternal Diagnosis:9ccs255:Social admin:-0.190
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.190
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.180
Maternal Lab History: TP PERIOD-postPregnancy:-0.180
Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.173
Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:0.207
Newborn Diagnosis:9ccs143:Abdom hernia:0.181
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.181
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.181
Newborn Diagnosis:9ccs197:Skin infectn:0.181
Diagnosis:9ccs252:Fatigue:0.181
Diagnosis:9ccs52:Nutrit defic:0.178
Maternal Lab History: OXACILLIN-postPregnancy:0.130
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.126
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.284
Diagnosis:9ccs217:Ot cong anom:0.259
Diagnosis:9ccs210:SLE:0.172
Diagnosis:9ccs233:Intracrn inj:0.172
Diagnosis:9ccs62:Coag/hemr dx:0.150
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.135
Lab:296169 RETICULOCYTE COUNT- LMC:0.124
Diagnosis:9ccs138:Esophgeal dx:0.117
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.113
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.240
Number of Visits:0.160
Diagnosis:9ccs257:Ot aftercare:0.118
Diagnosis:9ccs74:Ot mentl cnd:0.115
Diagnosis:9ccs125:Bronchitis:0.113
Diagnosis:9ccs92:Otitis media:0.106
Diagnosis:9ccs163:Other GU dx:0.106
Newborn Diagnosis:9ccs134:Ot uppr resp:0.103
Maternal Diagnosis:9ccs160:Urin stone:0.103
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.195
Maternal Diagnosis:9ccs142:Appendicitis-otherPregnancy:0.152
Diagnosis:9ccs70:Schizo/rl dx:0.152
Diagnosis:9ccs87:Retinal dx:0.152
Diagnosis:9ccs143:Abdom hernia:0.131
Diagnosis:9ccs208:Acq foot def:0.129
Diagnosis:9ccs217:Ot cong anom:0.112
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.110
Maternal Lab History: LACTIC ACID-postPregnancy:0.110
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Diagnosis:9ccs133:Oth low resp:0.166
Number of Visits:0.148
Diagnosis:9ccs122:Pneumonia:0.147
Diagnosis:9ccs240:Burns:0.117
Diagnosis:9ccs125:Bronchitis:0.115
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.115
Maternal Diagnosis:10ccs46:Bnign ut neo-otherPregnancy:0.111
Maternal Diagnosis:9ccs178:Induc abortn-otherPregnancy:0.111
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.111
Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs2:Septicemia:1.000
Maternal Diagnosis:9ccs44:Neoplsm unsp:0.408
Diagnosis:9ccs233:Intracrn inj:0.408
Newborn Diagnosis:9ccs216:Nerv cong an:0.287
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.202
Maternal Procedure History:58300-postPregnancy:0.191
Maternal Lab History: FASTING-postPregnancy:-0.169
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.164
Newborn Diagnosis:9ccs215:gu cong anom:0.132
Maternal Lab History: AFP-postPregnancy:0.126
Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.525
Newborn Diagnosis:9ccs213:Cardiac anom:0.330
Diagnosis:9ccs117:Ot circul dx:0.310
Newborn Diagnosis:9ccs96:Hrt valve dx:0.280
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.189
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.134
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.134
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.134
Newborn Diagnosis:9ccs134:Ot uppr resp:0.134
Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Diagnosis:9ccs228:Fx skull fac:0.178
Diagnosis:9ccs2619:e codes: other specified- nec:0.178
Maternal Lab History: GFR in African American-postPregnancy:-0.152
Maternal Lab History: GFR Calculation-postPregnancy:-0.152
Maternal Procedure History:97803-otherPregnancy:0.148
Diagnosis:9ccs136:Teeth dx:0.143
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.142
Maternal Procedure History:97035-postPregnancy:0.128
Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.128
Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs245:Syncope:0.341
Diagnosis:9ccs233:Intracrn inj:0.241
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.241
Newborn Diagnosis:9ccs59:Anemia:0.241
Diagnosis:9ccs118:Phlebitis:0.241
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.241
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.239
Maternal Procedure History:93005-postPregnancy:0.199
Diagnosis:9ccs48:Thyroid dsor:0.193
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy:0.222
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.222
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.222
Maternal Diagnosis:9ccs235:Opn wnd head:0.222
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.222
Diagnosis:9ccs118:Phlebitis:0.222
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.189
Diagnosis:9ccs204:Ot joint dx:0.163
Maternal Procedure History:97035-postPregnancy:0.159
Diagnosis:9ccs233:Intracrn inj | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs233:Intracrn inj:1.000
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.408
Diagnosis:9ccs2:Septicemia:0.408
Diagnosis:9ccs83:Epilepsy/cnv:0.241
Maternal Lab History: ESTRIOL-postPregnancy:-0.178
Diagnosis:9ccs89:Blindness:0.172
Maternal Lab History: AFP-postPregnancy:-0.123
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104
Diagnosis:9ccs250:Nausea/vomit:0.103
Maternal Lab History: ESTRIOL FREE-postPregnancy:-0.101
Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs238:Complic proc:1.000
Diagnosis:9ccs87:Retinal dx:0.447
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.447
Maternal Diagnosis:10ccs171:Menstrual dx-otherPregnancy:0.447
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.447
Newborn Diagnosis:9ccs59:Anemia:0.447
Lab:296169 RETICULOCYTE COUNT- LMC:-0.317
Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.315
Maternal Diagnosis:10ccs49:DiabMel no c-postPregnancy:0.315
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.257
Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs55:Fluid/elc dx:1.000
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.257
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.146
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.129
Maternal Diagnosis:9ccs175:Ot femal gen:0.125
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.100
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.100
Maternal Procedure History:90656-postPregnancy:0.093
Diagnosis:9ccs204:Ot joint dx:0.092
Diagnosis:9ccs242:Poisn ot med:0.092
Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs120:Hemmorhoids:0.203
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:0.203
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:0.203
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.203
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.203
Diagnosis:9ccs153:GI hemorrhag:0.188
Maternal Lab History: HBV DNA-postPregnancy:0.168
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.164
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.161
* Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.149
Maternal Diagnosis:10ccs135:Intest infct-postPregnancy:0.131
Diagnosis:9ccs129:Asp pneumon:0.131
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.131
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.131
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.131
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.131
Diagnosis:9ccs87:Retinal dx:0.131
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.131
Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs8:Oth infectns:1.000
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.178
Diagnosis:9ccs73:Preadult dx:0.178
Diagnosis:9ccs44:Neoplsm unsp:0.175
Maternal Lab History: eGFR-otherPregnancy:0.119
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.114
Maternal Lab History: eGFR-postPregnancy:0.114
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.113
Maternal Lab History: UIBC-postPregnancy:0.105
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.095
Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.148
Diagnosis:9ccs229:Fx arm:0.148
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.148
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.131
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.130
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.130
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.130
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.130
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.130
* Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.199
Lab:296169 RETICULOCYTE COUNT- LMC:0.142
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.142
Maternal Diagnosis:9ccs133:Oth low resp:0.138
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.138
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.121
Maternal Procedure History:J7300-postPregnancy:0.113
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:0.111
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.099
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Newborn Diagnosis:9ccs143:Abdom hernia:0.141
Diagnosis:9ccs73:Preadult dx:0.141
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.141
Maternal Diagnosis:9ccs235:Opn wnd head:0.141
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.141
Diagnosis:9ccs118:Phlebitis:0.141
Diagnosis:9ccs87:Retinal dx:0.141
Diagnosis:9ccs142:Appendicitis:0.141
Diagnosis:9ccs5:HIV infectn:0.141
Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:1.000
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.276
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.276
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.276
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.276
Diagnosis:10ccs238:Complic proc:0.276
Diagnosis:9ccs2604:E Codes: Fire/burn:0.276
Diagnosis:9ccs246:FUO:0.194
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.194
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.194
Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Diagnosis:9ccs73:Preadult dx:0.257
Maternal Lab History: LACTIC ACID-postPregnancy:0.183
Maternal Procedure History:87880-postPregnancy:0.167
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.146
Diagnosis:9ccs75:Hx mental dx:0.146
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.125
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.125
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.121
Diagnosis:9ccs47:Ot bnign neo:0.115
Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.400
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.241
Diagnosis:9ccs159:UTI:0.240
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.192
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.172
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.172
Newborn Diagnosis:9ccs214:GI cong anom:0.169
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.139
Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs64:Ot hematl dx:1.000
Diagnosis:9ccs49:DiabMel no c:0.353
Maternal Lab History: LH-postPregnancy:-0.289
Diagnosis:9ccs190:Fetal distrs:0.248
Diagnosis:9ccs61:Sickle cell:0.232
Maternal Lab History: FASTING-postPregnancy:0.227
Maternal Lab History: 1 HOUR-otherPregnancy:0.197
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.174
Maternal Lab History: 1/2 HOUR-postPregnancy:0.168
Maternal Lab History: URINE KETONES-otherPregnancy:0.166
Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs242:Poisn ot med:1.000
Diagnosis:9ccs2604:E Codes: Fire/burn:0.377
Diagnosis:10ccs238:Complic proc:0.377
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.377
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.336
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.329
Diagnosis:9ccs204:Ot joint dx:0.283
Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.268
Maternal Lab History: MICROALBUMIN-postPregnancy:0.268
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.266
Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Diagnosis:9ccs105:Conduction:0.178
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.143
Maternal Lab History: TP VOLUME-otherPregnancy:0.135
Maternal Lab History: 3 HOUR-postPregnancy:0.132
Maternal Procedure History:93005-otherPregnancy:-0.128
Maternal Lab History: PATIENT-postPregnancy:0.128
Maternal Lab History: APTT-postPregnancy:0.128
Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.128
Lab:323700 CULTURE THROAT W SENS - Sunrise:0.128
Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Diagnosis:9ccs252:Fatigue:0.301
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.299
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.214
Maternal Procedure History:97035-postPregnancy:0.214
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.214
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.211
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.211
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.176
Maternal Diagnosis:9ccs53:Hyperlipidem:0.171
Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Maternal Diagnosis:9ccs9:Sexual Infxs:0.186
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.163
Newborn Diagnosis:9ccs47:Ot bnign neo:0.163
Diagnosis:9ccs252:Fatigue:0.163
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.159
Diagnosis:9ccs217:Ot cong anom:0.154
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.143
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.115
Diagnosis:9ccs123:Influenza:0.115
Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs214:GI cong anom:1.000
Diagnosis:9ccs145:Int obstruct:0.288
Diagnosis:9ccs199:Ulcer skin:0.288
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.202
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:0.164
Maternal Diagnosis:9ccs215:gu cong anom:0.141
Newborn Diagnosis:9ccs0:No DX:0.125
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.125
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.125
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.113
Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs223:Birth trauma:1.000
Diagnosis:9ccs231:Oth fracture:0.255
Newborn Diagnosis:9ccs223:Birth trauma:0.196
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.193
Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.155
Maternal Lab History: TP PERIOD-postPregnancy:0.151
Maternal Procedure History:S9470-postPregnancy:0.149
Maternal Diagnosis:9ccs188:Pelvic obstr:0.148
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.145
Maternal Procedure History:87880-postPregnancy:0.145
Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs240:Burns:1.000
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.288
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy:0.288
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.288
Maternal Diagnosis:9ccs121:Oth vein dx:0.288
Maternal Lab History: RETIC HGB-postPregnancy:-0.228
Maternal Lab History: RET %-postPregnancy:0.192
Maternal Lab History: RET ABS-postPregnancy:0.185
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.164
Maternal Diagnosis:9ccs143:Abdom hernia:0.141
Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:1.000
Diagnosis:10ccs238:Complic proc:0.377
Diagnosis:9ccs2604:E Codes: Fire/burn:0.377
Maternal Diagnosis:9ccs4:Mycoses:0.377
Maternal Diagnosis:9ccs56:Cystic fibro:0.377
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.319
Diagnosis:9ccs242:Poisn ot med:0.283
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.266
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.216
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.213
Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs76:Meningitis:1.000
Maternal Lab History: A/G-otherPregnancy:-0.318
Maternal Lab History: GLOBULIN-otherPregnancy:0.242
Maternal Lab History: A/G-postPregnancy:-0.229
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.226
Maternal Procedure History:97530-postPregnancy:0.219
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.214
Lab:323825 STREP SCREEN THROAT - Sunrise:0.208
Maternal Lab History: URIC ACID-otherPregnancy:0.191
Maternal Lab History: HERPES I IgG-otherPregnancy:0.190
Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs51:Ot endo dsor:1.000
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.288
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:0.288
Maternal Diagnosis:9ccs113:Late eff CVD-otherPregnancy:0.288
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.262
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.204
Maternal Diagnosis:9ccs120:Hemmorhoids:0.202
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.202
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.172
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.141
Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Maternal Diagnosis:9ccs235:Opn wnd head:0.249
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.249
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.249
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.247
Newborn Diagnosis:9ccs215:gu cong anom:0.245
Maternal Diagnosis:9ccs239:Superfic inj:0.174
Maternal Diagnosis:9ccs46:Bnign ut neo:0.171
Newborn Diagnosis:9ccs253:Allergy:0.152
Maternal Diagnosis:9ccs89:Blindness:0.141
Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Diagnosis:9ccs59:Anemia:-0.165
Newborn Diagnosis:9ccs59:Anemia:-0.163
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.163
Diagnosis:9ccs132:Lung externl:-0.163
Maternal Lab History: A/G-otherPregnancy:0.156
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:-0.144
Maternal Lab History: CHOLIC ACID-postPregnancy:-0.143
Maternal Lab History: BILE ACIDS-postPregnancy:-0.142
Maternal Lab History: A/G-postPregnancy:0.141
Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.312
Diagnosis:9ccs213:Cardiac anom:0.310
Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.236
Maternal Lab History: TSH-otherPregnancy:0.236
Diagnosis:9ccs96:Hrt valve dx:0.230
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.167
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.153
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.120
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.119
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.241
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.241
Maternal Diagnosis:9ccs121:Oth vein dx:0.241
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.241
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.192
Diagnosis:9ccs154:Gastroent:0.188
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.172
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.172
Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccs140:Gastritis:1.000
Lab:294205 TSH REFLEX TO FT4 - LMC:0.228
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.187
Maternal Diagnosis:10ccs93:Dizziness-postPregnancy:0.187
Maternal Diagnosis:9ccs217:Ot cong anom:0.187
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.155
Maternal Diagnosis:9ccs90:Eye infectn:0.151
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.122
Maternal Lab History: HERPES II IgG-otherPregnancy:0.121
Maternal Lab History: VARICELLA IGM-postPregnancy:0.110
Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs167:Breast dx:1.000
Diagnosis:10ccs238:Complic proc:0.266
Diagnosis:9ccs2604:E Codes: Fire/burn:0.266
Maternal Lab History: AMYLASE-otherPregnancy:-0.188
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.187
Maternal Lab History: LIPASE-otherPregnancy:-0.158
Maternal Lab History: HCG-postPregnancy:0.127
Maternal Lab History: VARICELLA IGM-postPregnancy:0.110
Maternal Lab History: Varicella IgG-postPregnancy:-0.108
Maternal Diagnosis:9ccs163:Other GU dx:0.104
Diagnosis:9ccs210:SLE | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs210:SLE:1.000
Diagnosis:9ccs52:Nutrit defic:0.500
Diagnosis:9ccs62:Coag/hemr dx:0.447
Diagnosis:9ccs212:Ot bone dx:0.288
Diagnosis:9ccs89:Blindness:0.172
Maternal Diagnosis:9ccs176:Contraceptiv:0.074
Diagnosis:9ccs198:Ot infl skin:0.067
Maternal Diagnosis:9ccs189:Prev c-sectn:0.055
Diagnosis:9ccs10:Immuniz/scrn:-0.053
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.046
Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:1.000
Diagnosis:9ccs230:Fx leg:0.447
Diagnosis:9ccs210:SLE:0.447
Diagnosis:9ccs52:Nutrit defic:0.222
Diagnosis:9ccs64:Ot hematl dx:0.155
Diagnosis:9ccs134:Ot uppr resp:0.150
Diagnosis:9ccs89:Blindness:0.150
Diagnosis:9ccs212:Ot bone dx:0.125
Diagnosis:9ccs251:Abdomnl pain:0.120
Maternal Diagnosis:9ccs7:Viral infect:0.115
Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.756
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.172
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.172
Diagnosis:9ccs2620:E Codes: Unspecified:0.172
Newborn Diagnosis:9ccs95:Oth nerv dx:0.150
Maternal Lab History: LH-postPregnancy:-0.144
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.140
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.135
Diagnosis:9ccs196:Nml preg/del:0.120
Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs61:Sickle cell:1.000
Lab:306025 PPD:0.272
Diagnosis:9ccs190:Fetal distrs:0.234
Diagnosis:9ccs64:Ot hematl dx:0.232
Maternal Diagnosis:9ccs61:Sickle cell:0.218
Maternal Diagnosis:9ccs172:Ovarian cyst:0.146
Maternal Diagnosis:9ccs46:Bnign ut neo:0.113
Diagnosis:9ccs259:Unclassified:0.111
Newborn Diagnosis:9ccs256:Exam/eval:0.082
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs147:Anal/rectal:1.000
Diagnosis:9ccs228:Fx skull fac:0.249
Diagnosis:9ccs2619:e codes: other specified- nec:0.249
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.249
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.178
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.174
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.174
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.174
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.155
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.151
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.199
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.199
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.199
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.199
Maternal Diagnosis:9ccs2603:E Codes: Fall-otherPregnancy:0.199
Diagnosis:9ccs254:Rehab:0.199
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.199
Maternal Procedure History:99211-otherPregnancy:0.164
Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs212:Ot bone dx:1.000
Diagnosis:9ccs210:SLE:0.288
Diagnosis:9ccs254:Rehab:0.288
Diagnosis:9ccs52:Nutrit defic:0.141
Diagnosis:9ccs62:Coag/hemr dx:0.125
Diagnosis:9ccs209:Ot acq defor:0.095
Diagnosis:9ccs89:Blindness:0.090
Diagnosis:9ccs51:Ot endo dsor:0.077
Newborn Diagnosis:9ccs96:Hrt valve dx:0.070
Maternal Diagnosis:9ccs176:Contraceptiv:0.067
Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.517
Correlated most with:
Diagnosis:10ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.756
Diagnosis:9ccs2620:E Codes: Unspecified:0.228
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.228
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.184
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.141
Maternal Diagnosis:9ccs75:Hx mental dx:0.129
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.129
Diagnosis:9ccs231:Oth fracture:0.129
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.129
Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:294495 LEAD, BLOOD - LMC:1.000
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.328
Maternal Diagnosis:9ccs84:Headache/mig:0.289
Maternal Diagnosis:9ccs255:Social admin:-0.204
Lab:294203 BILIRUBIN TOTAL - LMC:-0.100
Diagnosis:9ccs243:Poisn nonmed:-0.092
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.091
Maternal Diagnosis:9ccs187:Malposition:0.088
Lab:295669 BILIRUBIN DIRECT - LMC:-0.087
Diagnosis:9ccs140:Gastritis:-0.077
Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs52:Nutrit defic | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs52:Nutrit defic:1.000
Diagnosis:9ccs210:SLE:0.500
Maternal Lab History: HCG-otherPregnancy:0.244
Diagnosis:9ccs62:Coag/hemr dx:0.222
Diagnosis:9ccs209:Ot acq defor:0.178
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.178
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.174
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.155
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.150
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.148
Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.435
Newborn Diagnosis:9ccs219:Low birth wt:0.413
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.195
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.195
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.195
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.195
Maternal Diagnosis:9ccs235:Opn wnd head:0.195
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.195
Newborn Diagnosis:9ccs256:Exam/eval:0.187
Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs49:DiabMel no c:1.000
Diagnosis:9ccs64:Ot hematl dx:0.353
Diagnosis:9ccs0:No DX:0.106
Diagnosis:9ccs159:UTI:0.103
Maternal Diagnosis:9ccs187:Malposition:0.095
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.059
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.059
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.046
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.046
Maternal Diagnosis:9ccs190:Fetal distrs:0.045
Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:1.000
Lab:294147 FREE T4 - LMC:-0.353
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.234
Diagnosis:9ccs83:Epilepsy/cnv:0.193
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.167
Diagnosis:9ccs51:Ot endo dsor:0.113
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.109
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Diagnosis:9ccs167:Breast dx:0.104
Maternal Diagnosis:9ccs182:Hemorr preg:0.083
Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.506
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.500
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.500
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.500
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.500
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.429
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.354
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.319
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.318
Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs63:Wht blood dx:1.000
Newborn Diagnosis:9ccs143:Abdom hernia:0.353
Maternal Diagnosis:9ccs138:Esophgeal dx:0.155
Maternal Diagnosis:9ccs182:Hemorr preg:0.148
Diagnosis:9ccs209:Ot acq defor:0.121
Newborn Diagnosis:9ccs221:Resp distres:0.121
Diagnosis:9ccs168:PID:0.121
Diagnosis:9ccs159:UTI:0.099
Maternal Diagnosis:9ccs191:Amnios dx:0.091
Diagnosis:9ccs143:Abdom hernia:0.091
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.315
Maternal Diagnosis:9ccs95:Oth nerv dx:0.180
Maternal Diagnosis:9ccs89:Blindness-otherPregnancy:0.180
Maternal Diagnosis:9ccs215:gu cong anom:0.155
Maternal Diagnosis:9ccs117:Ot circul dx:0.155
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.125
Diagnosis:9ccs250:Nausea/vomit:0.120
Newborn Diagnosis:9ccs215:gu cong anom:0.100
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.090
Vital: BMI Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:1.000
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.353
Newborn Diagnosis:9ccs5:HIV infectn:0.353
Diagnosis:9ccs118:Phlebitis:0.353
Diagnosis:9ccs16:Liver/ibd ca:0.353
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.248
Newborn Diagnosis:9ccs216:Nerv cong an:0.248
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.168
Newborn Diagnosis:9ccs95:Oth nerv dx:0.155
Maternal Diagnosis:9ccs5:HIV infectn:0.141
Diagnosis:9ccs73:Preadult dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs73:Preadult dx:1.000
Diagnosis:9ccs123:Influenza:0.257
Diagnosis:9ccs8:Oth infectns:0.178
Diagnosis:9ccs143:Abdom hernia:0.141
Diagnosis:9ccs127:COPD:0.111
Diagnosis:9ccs250:Nausea/vomit:0.103
Diagnosis:9ccs122:Pneumonia:0.087
Diagnosis:9ccs134:Ot uppr resp:0.085
Number of Visits:0.084
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.069
Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs175:Ot femal gen:1.000
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.205
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.166
Maternal Diagnosis:9ccs172:Ovarian cyst:0.166
Maternal Procedure History:96372-postPregnancy:0.141
Maternal Diagnosis:9ccs46:Bnign ut neo:0.130
Maternal Lab History: MAGNESIUM-postPregnancy:-0.117
Diagnosis:9ccs240:Burns:0.104
Diagnosis:9ccs163:Other GU dx:0.104
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.100
Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs199:Ulcer skin | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs199:Ulcer skin:1.000
Maternal Lab History: URINE PROTEIN-postPregnancy:0.370
Maternal Lab History: PROLACTIN-postPregnancy:-0.348
Diagnosis:9ccs214:GI cong anom:0.288
Maternal Diagnosis:9ccs188:Pelvic obstr:0.178
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.176
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.167
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.151
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.145
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.134
Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2620:E Codes: Unspecified:1.000
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.285
Maternal Lab History: PH-otherPregnancy:0.278
Diagnosis:10ccs58:Ot nutrit dx:0.228
Diagnosis:9ccs2603:E Codes: Fall:0.172
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.160
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.151
Maternal Procedure History:90656-otherPregnancy:-0.111
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.085
Diagnosis:9ccs94:Other ear dx:0.082
Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs163:Other GU dx:1.000
Maternal Diagnosis:9ccs96:Hrt valve dx:0.202
Diagnosis:9ccs168:PID:0.200
Diagnosis:9ccs215:gu cong anom:0.137
Diagnosis:9ccs159:UTI:0.106
Diagnosis:9ccs242:Poisn ot med:0.104
Diagnosis:9ccs175:Ot femal gen:0.104
Diagnosis:9ccs244:Other injury:0.101
Diagnosis:9ccs224:Ot perint dx:0.101
Diagnosis:9ccs243:Poisn nonmed:0.085
Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs87:Retinal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs87:Retinal dx:1.000
Diagnosis:9ccs238:Complic proc:0.447
Maternal Diagnosis:9ccs49:DiabMel no c:0.175
Diagnosis:9ccs95:Oth nerv dx:0.152
Diagnosis:9ccs143:Abdom hernia:0.141
Newborn Diagnosis:9ccs94:Other ear dx:-0.131
Diagnosis:9ccs138:Esophgeal dx:0.131
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104
Newborn Diagnosis:9ccs219:Low birth wt:0.096
Newborn Diagnosis:9ccs256:Exam/eval:0.095
Newborn Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs205:Back problem:1.000
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.288
Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.249
Maternal Procedure History:93005-postPregnancy:0.237
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.223
Maternal Lab History: APF MoM-otherPregnancy:0.213
Maternal Lab History: INHMOM-otherPregnancy:0.210
Maternal Lab History: TSH-otherPregnancy:0.205
Maternal Procedure History:93005-otherPregnancy:0.205
Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.202
Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500
Correlated most with:
Lab:294147 FREE T4 - LMC:1.000
Lab:294205 TSH REFLEX TO FT4 - LMC:0.502
Diagnosis:9ccs48:Thyroid dsor:-0.353
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.221
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.221
Maternal Procedure History:90746-postPregnancy:0.143
Diagnosis:9ccs204:Ot joint dx:0.126
Diagnosis:9ccs242:Poisn ot med:0.126
Maternal Procedure History:86580-postPregnancy:0.117
Diagnosis:9ccs55:Fluid/elc dx:0.086
Lab:306025 PPD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:306025 PPD:1.000
Maternal Diagnosis:9ccs172:Ovarian cyst:0.364
Diagnosis:9ccs61:Sickle cell:0.272
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.157
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.147
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135
Maternal Procedure History:86703-postPregnancy:-0.114
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.106
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.097
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.088
Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.503
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.558
Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.395
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.334
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.291
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.291
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.246
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.242
Maternal Procedure History:90746-postPregnancy:0.240
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.211
Diagnosis:9ccs105:Conduction | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs105:Conduction:1.000
Diagnosis:9ccs106:Dysrhythmia:0.707
Lab:292495 LEAD LEVEL - Sunrise:-0.268
Diagnosis:9ccs124:Tonsillitis:0.178
Diagnosis:9ccs213:Cardiac anom:0.134
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.120
Maternal Lab History: URINE PH-postPregnancy:-0.105
Diagnosis:9ccs122:Pneumonia:0.087
Maternal Lab History: WBC-postPregnancy:0.085
Diagnosis:9ccs239:Superfic inj:0.077
Diagnosis:9ccs168:PID | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs168:PID:1.000
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.273
Diagnosis:9ccs205:Back problem:0.200
Diagnosis:9ccs163:Other GU dx:0.200
Diagnosis:9ccs224:Ot perint dx:0.178
Maternal Diagnosis:9ccs138:Esophgeal dx:0.155
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.141
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.121
Diagnosis:9ccs63:Wht blood dx:0.121
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs188:Pelvic obstr:1.000
Newborn Diagnosis:9ccs176:Contraceptiv:0.707
Maternal Lab History: ESTRADIOL-postPregnancy:0.500
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.485
Maternal Lab History: TP VOLUME-postPregnancy:0.303
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.280
Maternal Diagnosis:9ccs188:Pelvic obstr:0.252
Maternal Lab History: HCG-postPregnancy:0.247
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.234
Maternal Diagnosis:9ccs149:Biliary dx:0.222
Diagnosis:9ccs44:Neoplsm unsp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs44:Neoplsm unsp:1.000
Maternal Diagnosis:9ccs92:Otitis media:0.500
Diagnosis:9ccs8:Oth infectns:0.175
Diagnosis:9ccs205:Back problem:0.141
Maternal Diagnosis:9ccs7:Viral infect:0.130
Diagnosis:9ccs89:Blindness:0.081
Diagnosis:9ccs47:Ot bnign neo:0.076
Diagnosis:9ccs217:Ot cong anom:0.071
Diagnosis:9ccs224:Ot perint dx:0.058
Diagnosis:9ccs257:Ot aftercare:0.056
Newborn Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs106:Dysrhythmia:1.000
Diagnosis:9ccs105:Conduction:0.707
Lab:292495 LEAD LEVEL - Sunrise:-0.190
Diagnosis:9ccs219:Low birth wt:0.136
Maternal Lab History: PLATELET COUNT-postPregnancy:0.128
Diagnosis:9ccs124:Tonsillitis:0.124
Diagnosis:9ccs47:Ot bnign neo:0.112
Maternal Lab History: WBC-postPregnancy:0.098
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.096
Diagnosis:9ccs213:Cardiac anom:0.092
Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500
Correlated most with:
Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000
Maternal Procedure History:99211-otherPregnancy:0.391
Maternal Lab History: 2 HOUR-postPregnancy:0.343
Maternal Lab History: TSH-postPregnancy:-0.339
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.314
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.314
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.284
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:-0.275
Maternal Procedure History:90746-postPregnancy:0.259
Maternal Lab History: 3 HOUR-otherPregnancy:0.227
Vital: BP-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:294205 TSH REFLEX TO FT4 - LMC:1.000
Lab:294147 FREE T4 - LMC:0.502
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.303
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.303
Diagnosis:9ccs140:Gastritis:0.228
Maternal Procedure History:90746-postPregnancy:-0.196
Diagnosis:9ccs48:Thyroid dsor:-0.167
Maternal Procedure History:86580-postPregnancy:-0.160
Maternal Diagnosis:9ccs61:Sickle cell:-0.101
Diagnosis:9ccs94:Other ear dx:0.076
Lab:294199 BILIRUBIN SCAN - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:294199 BILIRUBIN SCAN - LMC:1.000
Maternal Lab History: INHMOM-postPregnancy:-0.128
Maternal Lab History: NT MoM-postPregnancy:-0.101
Diagnosis:9ccs127:COPD:0.092
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.086
Maternal Lab History: ESTRIOL-postPregnancy:0.081
Maternal Lab History: APF MoM-postPregnancy:-0.078
Maternal Lab History: hCG MoM-postPregnancy:-0.071
Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.063
Maternal Lab History: PAPP-A MoM-postPregnancy:-0.050
Diagnosis:9ccs2618:E Codes: Other specified and classifiable | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:1.000
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.437
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.417
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.407
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.376
Maternal Lab History: GAMMA GT-postPregnancy:0.321
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.315
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.289
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.279
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.237
Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:1.000
Maternal Lab History: HERPES I IgG-otherPregnancy:0.548
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.487
Maternal Lab History: GFR in African American-otherPregnancy:0.424
Maternal Lab History: GFR Calculation-otherPregnancy:0.423
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.259
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.230
Maternal Lab History: HCG-otherPregnancy:-0.224
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.216
Maternal Lab History: HERPES II IgG-otherPregnancy:0.215
Diagnosis:9ccs195:Ot compl bir | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs195:Ot compl bir:1.000
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104
Diagnosis:9ccs250:Nausea/vomit:0.103
Diagnosis:9ccs133:Oth low resp:0.069
Diagnosis:9ccs198:Ot infl skin:0.067
Diagnosis:9ccs90:Eye infectn:0.044
Diagnosis:9ccs200:Oth skin dx:0.040
Maternal Diagnosis:9ccs181:Ot preg comp:0.038
Newborn Diagnosis:9ccs224:Ot perint dx:0.038
Number of Visits:0.030
Diagnosis:9ccs118:Phlebitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs118:Phlebitis:1.000
Diagnosis:9ccs216:Nerv cong an:0.353
Newborn Diagnosis:9ccs96:Hrt valve dx:0.266
Diagnosis:9ccs83:Epilepsy/cnv:0.241
Diagnosis:9ccs211:Ot conn tiss:0.222
Diagnosis:9ccs143:Abdom hernia:0.141
Diagnosis:9ccs127:COPD:0.111
Diagnosis:9ccs113:Late eff CVD:0.106
Diagnosis:9ccs122:Pneumonia:0.087
Diagnosis:9ccs134:Ot uppr resp:0.085
Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:296169 RETICULOCYTE COUNT- LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:296169 RETICULOCYTE COUNT- LMC:1.000
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.707
Newborn Diagnosis:9ccs59:Anemia:-0.707
Diagnosis:9ccs238:Complic proc:-0.317
Lab:295669 BILIRUBIN DIRECT - LMC:-0.218
Lab:294203 BILIRUBIN TOTAL - LMC:-0.210
Diagnosis:9ccs83:Epilepsy/cnv:-0.172
Diagnosis:9ccs234:Crush injury:0.142
Diagnosis:9ccs258:Other screen:0.128
Diagnosis:9ccs89:Blindness:0.124
Diagnosis:9ccs254:Rehab | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs254:Rehab:1.000
Diagnosis:9ccs212:Ot bone dx:0.288
Diagnosis:9ccs247:Lymph enlarg:0.199
Diagnosis:9ccs259:Unclassified:0.091
Diagnosis:9ccs136:Teeth dx:0.084
Diagnosis:9ccs58:Ot nutrit dx:0.075
Diagnosis:9ccs151:Oth liver dx:0.073
MatDeliveryAge:0.059
Diagnosis:9ccs125:Bronchitis:0.044
Diagnosis:9ccs90:Eye infectn:0.044
Vital : 0.930910476303
Number of Visits : 0.0181208924629
MatDeliveryAge : 0.0172236741519
Newborn Diagnosis : 0.0198689557497
Diagnosis : 0.0137399621816
Lab : 0.000136039150862
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_index_no_min_no_census
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_results_no_min_no_census
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_models_no_min_no_census.pkl
-----------------------------------------------------
girls no_min no_census gradientboost
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.721, R^2 test: 0.191
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.792, R^2 test: 0.176
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.192
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.945, Explained Variance Score Train: 0.723
AUC Validation: 0.763, Explained Variance Score Validation: 0.250
AUC Test: 0.704, Explained Variance Score Test: 0.187
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: 0.234
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: 0.229
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: 0.231
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.985, Explained Variance Score Train: 0.802
AUC Validation: 0.766, Explained Variance Score Validation: 0.259
AUC Test: 0.741, Explained Variance Score Test: 0.235
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.783, R^2 test: 0.156
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.135
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.861, R^2 test: 0.164
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.965, Explained Variance Score Train: 0.775
AUC Validation: 0.763, Explained Variance Score Validation: 0.272
AUC Test: 0.702, Explained Variance Score Test: 0.175
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.254
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.851, R^2 test: 0.271
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.920, R^2 test: 0.253
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.971, Explained Variance Score Train: 0.919
AUC Validation: 0.666, Explained Variance Score Validation: 0.155
AUC Test: 0.792, Explained Variance Score Test: 0.281
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.170
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.902, R^2 test: 0.191
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.913, R^2 test: 0.176
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.960, Explained Variance Score Train: 0.911
AUC Validation: 0.693, Explained Variance Score Validation: 0.220
AUC Test: 0.732, Explained Variance Score Test: 0.201
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.889, R^2 test: 0.273
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.930, R^2 test: 0.291
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.936, R^2 test: 0.264
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.992, Explained Variance Score Train: 0.943
AUC Validation: 0.820, Explained Variance Score Validation: 0.297
AUC Test: 0.743, Explained Variance Score Test: 0.255
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.185
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.199
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.785, R^2 test: 0.190
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.962, Explained Variance Score Train: 0.790
AUC Validation: 0.747, Explained Variance Score Validation: 0.265
AUC Test: 0.722, Explained Variance Score Test: 0.190
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.688, R^2 test: 0.203
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: 0.218
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.240
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.959, Explained Variance Score Train: 0.864
AUC Validation: 0.827, Explained Variance Score Validation: 0.332
AUC Test: 0.764, Explained Variance Score Test: 0.231
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.661, R^2 test: 0.204
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: 0.197
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.862, R^2 test: 0.219
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.944, Explained Variance Score Train: 0.873
AUC Validation: 0.794, Explained Variance Score Validation: 0.264
AUC Test: 0.739, Explained Variance Score Test: 0.221
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.788, R^2 test: 0.237
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.883, R^2 test: 0.232
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.885, R^2 test: 0.271
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.953, Explained Variance Score Train: 0.901
AUC Validation: 0.765, Explained Variance Score Validation: 0.361
AUC Test: 0.741, Explained Variance Score Test: 0.241
total variables 2039 and total subjects: 1698
->AUC validation: 0.761 95% CI: [0.731 , 0.790]
->AUC test: 0.738 95% CI: [0.722 , 0.754]
->Explained Variance (R2) validation: 0.267 95% CI: [0.234 , 0.301]
->Explained Variance (R2) test: 0.222 95% CI: [0.202 , 0.241]
Test set metrics:
@threshold:1.755, sens:0.000, spec:1.000, ppv:0.000, acc:0.864, f1:0.000, total+:0, total-:339
@threshold:0.755, sens:0.000, spec:1.000, ppv:0.000, acc:0.864, f1:0.000, total+:0, total-:339
@threshold:0.632, sens:0.022, spec:0.997, ppv:0.500, acc:0.864, f1:0.042, total+:2, total-:337
@threshold:0.566, sens:0.043, spec:0.993, ppv:0.500, acc:0.864, f1:0.080, total+:4, total-:335
@threshold:0.564, sens:0.043, spec:0.990, ppv:0.400, acc:0.861, f1:0.078, total+:5, total-:334
@threshold:0.503, sens:0.065, spec:0.990, ppv:0.500, acc:0.864, f1:0.115, total+:6, total-:333
@threshold:0.492, sens:0.065, spec:0.986, ppv:0.429, acc:0.861, f1:0.113, total+:7, total-:332
@threshold:0.430, sens:0.087, spec:0.983, ppv:0.444, acc:0.861, f1:0.145, total+:9, total-:330
@threshold:0.398, sens:0.087, spec:0.980, ppv:0.400, acc:0.858, f1:0.143, total+:10, total-:329
@threshold:0.384, sens:0.109, spec:0.976, ppv:0.417, acc:0.858, f1:0.172, total+:12, total-:327
@threshold:0.362, sens:0.130, spec:0.973, ppv:0.429, acc:0.858, f1:0.200, total+:14, total-:325
@threshold:0.361, sens:0.152, spec:0.973, ppv:0.467, acc:0.861, f1:0.230, total+:15, total-:324
@threshold:0.313, sens:0.152, spec:0.969, ppv:0.438, acc:0.858, f1:0.226, total+:16, total-:323
@threshold:0.255, sens:0.174, spec:0.952, ppv:0.364, acc:0.847, f1:0.235, total+:22, total-:317
@threshold:0.247, sens:0.174, spec:0.949, ppv:0.348, acc:0.844, f1:0.232, total+:23, total-:316
@threshold:0.240, sens:0.196, spec:0.949, ppv:0.375, acc:0.847, f1:0.257, total+:24, total-:315
@threshold:0.237, sens:0.196, spec:0.945, ppv:0.360, acc:0.844, f1:0.254, total+:25, total-:314
@threshold:0.152, sens:0.217, spec:0.928, ppv:0.323, acc:0.832, f1:0.260, total+:31, total-:308
@threshold:0.135, sens:0.217, spec:0.925, ppv:0.312, acc:0.829, f1:0.256, total+:32, total-:307
@threshold:0.110, sens:0.239, spec:0.922, ppv:0.324, acc:0.829, f1:0.275, total+:34, total-:305
@threshold:0.109, sens:0.239, spec:0.918, ppv:0.314, acc:0.826, f1:0.272, total+:35, total-:304
@threshold:0.099, sens:0.261, spec:0.918, ppv:0.333, acc:0.829, f1:0.293, total+:36, total-:303
@threshold:0.099, sens:0.261, spec:0.915, ppv:0.324, acc:0.826, f1:0.289, total+:37, total-:302
@threshold:0.094, sens:0.283, spec:0.915, ppv:0.342, acc:0.829, f1:0.310, total+:38, total-:301
@threshold:0.085, sens:0.283, spec:0.911, ppv:0.333, acc:0.826, f1:0.306, total+:39, total-:300
@threshold:0.044, sens:0.304, spec:0.884, ppv:0.292, acc:0.805, f1:0.298, total+:48, total-:291
@threshold:0.040, sens:0.304, spec:0.881, ppv:0.286, acc:0.802, f1:0.295, total+:49, total-:290
@threshold:0.034, sens:0.326, spec:0.877, ppv:0.294, acc:0.802, f1:0.309, total+:51, total-:288
@threshold:0.015, sens:0.348, spec:0.874, ppv:0.302, acc:0.802, f1:0.323, total+:53, total-:286
@threshold:-0.037, sens:0.370, spec:0.816, ppv:0.239, acc:0.755, f1:0.291, total+:71, total-:268
@threshold:-0.037, sens:0.370, spec:0.812, ppv:0.236, acc:0.752, f1:0.288, total+:72, total-:267
@threshold:-0.038, sens:0.391, spec:0.812, ppv:0.247, acc:0.755, f1:0.303, total+:73, total-:266
@threshold:-0.046, sens:0.391, spec:0.809, ppv:0.243, acc:0.752, f1:0.300, total+:74, total-:265
@threshold:-0.060, sens:0.413, spec:0.785, ppv:0.232, acc:0.735, f1:0.297, total+:82, total-:257
@threshold:-0.060, sens:0.413, spec:0.782, ppv:0.229, acc:0.732, f1:0.295, total+:83, total-:256
@threshold:-0.067, sens:0.457, spec:0.754, ppv:0.226, acc:0.714, f1:0.302, total+:93, total-:246
@threshold:-0.071, sens:0.457, spec:0.751, ppv:0.223, acc:0.711, f1:0.300, total+:94, total-:245
@threshold:-0.085, sens:0.478, spec:0.710, ppv:0.206, acc:0.678, f1:0.288, total+:107, total-:232
@threshold:-0.088, sens:0.478, spec:0.706, ppv:0.204, acc:0.676, f1:0.286, total+:108, total-:231
@threshold:-0.101, sens:0.500, spec:0.700, ppv:0.207, acc:0.673, f1:0.293, total+:111, total-:228
@threshold:-0.104, sens:0.522, spec:0.696, ppv:0.212, acc:0.673, f1:0.302, total+:113, total-:226
@threshold:-0.135, sens:0.543, spec:0.666, ppv:0.203, acc:0.649, f1:0.296, total+:123, total-:216
@threshold:-0.138, sens:0.543, spec:0.662, ppv:0.202, acc:0.646, f1:0.294, total+:124, total-:215
@threshold:-0.153, sens:0.565, spec:0.645, ppv:0.200, acc:0.634, f1:0.295, total+:130, total-:209
@threshold:-0.153, sens:0.565, spec:0.642, ppv:0.198, acc:0.631, f1:0.294, total+:131, total-:208
@threshold:-0.161, sens:0.587, spec:0.628, ppv:0.199, acc:0.622, f1:0.297, total+:136, total-:203
@threshold:-0.161, sens:0.587, spec:0.625, ppv:0.197, acc:0.619, f1:0.295, total+:137, total-:202
@threshold:-0.177, sens:0.609, spec:0.614, ppv:0.199, acc:0.614, f1:0.299, total+:141, total-:198
@threshold:-0.185, sens:0.630, spec:0.611, ppv:0.203, acc:0.614, f1:0.307, total+:143, total-:196
@threshold:-0.193, sens:0.652, spec:0.597, ppv:0.203, acc:0.605, f1:0.309, total+:148, total-:191
@threshold:-0.195, sens:0.652, spec:0.594, ppv:0.201, acc:0.602, f1:0.308, total+:149, total-:190
@threshold:-0.197, sens:0.674, spec:0.594, ppv:0.207, acc:0.605, f1:0.316, total+:150, total-:189
@threshold:-0.199, sens:0.674, spec:0.590, ppv:0.205, acc:0.602, f1:0.315, total+:151, total-:188
@threshold:-0.205, sens:0.696, spec:0.590, ppv:0.211, acc:0.605, f1:0.323, total+:152, total-:187
@threshold:-0.209, sens:0.696, spec:0.587, ppv:0.209, acc:0.602, f1:0.322, total+:153, total-:186
@threshold:-0.224, sens:0.717, spec:0.567, ppv:0.206, acc:0.587, f1:0.320, total+:160, total-:179
@threshold:-0.224, sens:0.717, spec:0.563, ppv:0.205, acc:0.584, f1:0.319, total+:161, total-:178
@threshold:-0.272, sens:0.739, spec:0.529, ppv:0.198, acc:0.558, f1:0.312, total+:172, total-:167
@threshold:-0.280, sens:0.783, spec:0.526, ppv:0.206, acc:0.560, f1:0.326, total+:175, total-:164
@threshold:-0.324, sens:0.804, spec:0.474, ppv:0.194, acc:0.519, f1:0.312, total+:191, total-:148
@threshold:-0.329, sens:0.804, spec:0.471, ppv:0.193, acc:0.516, f1:0.311, total+:192, total-:147
@threshold:-0.331, sens:0.826, spec:0.468, ppv:0.196, acc:0.516, f1:0.317, total+:194, total-:145
@threshold:-0.333, sens:0.826, spec:0.464, ppv:0.195, acc:0.513, f1:0.315, total+:195, total-:144
@threshold:-0.376, sens:0.848, spec:0.413, ppv:0.185, acc:0.472, f1:0.304, total+:211, total-:128
@threshold:-0.378, sens:0.848, spec:0.410, ppv:0.184, acc:0.469, f1:0.302, total+:212, total-:127
@threshold:-0.400, sens:0.870, spec:0.386, ppv:0.182, acc:0.451, f1:0.301, total+:220, total-:119
@threshold:-0.408, sens:0.870, spec:0.382, ppv:0.181, acc:0.448, f1:0.300, total+:221, total-:118
@threshold:-0.422, sens:0.891, spec:0.369, ppv:0.181, acc:0.440, f1:0.301, total+:226, total-:113
@threshold:-0.423, sens:0.891, spec:0.365, ppv:0.181, acc:0.437, f1:0.300, total+:227, total-:112
@threshold:-0.425, sens:0.913, spec:0.365, ppv:0.184, acc:0.440, f1:0.307, total+:228, total-:111
@threshold:-0.429, sens:0.935, spec:0.362, ppv:0.187, acc:0.440, f1:0.312, total+:230, total-:109
@threshold:-0.508, sens:0.957, spec:0.205, ppv:0.159, acc:0.307, f1:0.272, total+:277, total-:62
@threshold:-0.508, sens:0.957, spec:0.201, ppv:0.158, acc:0.304, f1:0.272, total+:278, total-:61
@threshold:-0.552, sens:0.978, spec:0.160, ppv:0.155, acc:0.271, f1:0.267, total+:291, total-:48
@threshold:-0.553, sens:0.978, spec:0.157, ppv:0.154, acc:0.268, f1:0.266, total+:292, total-:47
@threshold:-1.056, sens:1.000, spec:0.003, ppv:0.136, acc:0.139, f1:0.240, total+:338, total-:1
Vital: Temp-avg1to3 | coef 0.019 95% CI: [0.008 , 0.030] | OR_adj 1.019 [1.008 1.030] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain7to13 | coef 0.011 95% CI: [0.006 , 0.017] | OR_adj 1.011 [1.006 1.017] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.551
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg16to19 | coef 0.010 95% CI: [0.006 , 0.015] | OR_adj 1.010 [1.006 1.015] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.644
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
MatDeliveryAge | coef 0.010 95% CI: [0.006 , 0.014] | OR_adj 1.010 [1.006 1.014] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain5to10 | coef 0.010 95% CI: [0.004 , 0.016] | OR_adj 1.010 [1.004 1.016] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg10to13 | coef 0.010 95% CI: [0.006 , 0.013] | OR_adj 1.010 [1.006 1.013] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-latest | coef 0.010 95% CI: [0.004 , 0.015] | OR_adj 1.010 [1.004 1.015] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.681
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg10to13 | coef 0.009 95% CI: [0.004 , 0.015] | OR_adj 1.009 [1.004 1.015] | occ: 631 | OR_unadj: 1.185 [0.802 1.752] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-latest | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.754
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg3to5 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain16to24 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg7to10 | coef 0.009 95% CI: [0.002 , 0.017] | OR_adj 1.009 [1.002 1.017] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.652
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg0to1 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1326 | OR_unadj: 1.323 [1.012 1.730] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Number of Visits | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.462
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg10to13 | coef 0.008 95% CI: [-0.000 , 0.017] | OR_adj 1.008 [1.000 1.017] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.670
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg10to13 | coef 0.008 95% CI: [0.004 , 0.013] | OR_adj 1.008 [1.004 1.013] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.601
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain1to5 | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.550
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-postPregnancy | coef 0.008 95% CI: [0.003 , 0.013] | OR_adj 1.008 [1.003 1.013] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.582
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg13to16 | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.011] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain7to13 | coef 0.008 95% CI: [0.004 , 0.012] | OR_adj 1.008 [1.004 1.012] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain5to10 | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.011] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.455
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain1to5 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1421 | OR_unadj: 1.007 [0.771 1.314] | indivs AUC:0.551
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg3to5 | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.011] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.594
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg0to1 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.446
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg3to5 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.624
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain3to7 | coef 0.008 95% CI: [0.004 , 0.011] | OR_adj 1.008 [1.004 1.011] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.558
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt-avg0to1 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt-gain10to16 | coef 0.008 95% CI: [0.003 , 0.012] | OR_adj 1.008 [1.003 1.012] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.549
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg16to19 | coef 0.008 95% CI: [0.004 , 0.011] | OR_adj 1.008 [1.004 1.011] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.660
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg1to3 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1340 | OR_unadj: 1.980 [1.513 2.590] | indivs AUC:0.556
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain10to16 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.545
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain3to7 | coef 0.007 95% CI: [0.004 , 0.011] | OR_adj 1.007 [1.004 1.011] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.552
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg5to7 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.420
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg7to10 | coef 0.007 95% CI: [0.003 , 0.012] | OR_adj 1.007 [1.003 1.012] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.628
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-gain7to13 | coef 0.007 95% CI: [0.002 , 0.012] | OR_adj 1.007 [1.002 1.012] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt-gain13to19 | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-gain0to24 | coef 0.007 95% CI: [-0.001 , 0.016] | OR_adj 1.007 [0.999 1.016] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.610
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-gain0to24 | coef 0.007 95% CI: [0.005 , 0.010] | OR_adj 1.007 [1.005 1.010] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.746
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain16to24 | coef 0.007 95% CI: [0.005 , 0.010] | OR_adj 1.007 [1.005 1.010] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain3to7 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg19to24 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-latest | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.543
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain10to16 | coef 0.007 95% CI: [0.002 , 0.012] | OR_adj 1.007 [1.002 1.012] | occ: 753 | OR_unadj: 0.793 [0.556 1.132] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg1to3 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1353 | OR_unadj: 1.405 [1.071 1.842] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg3to5 | coef 0.007 95% CI: [0.000 , 0.014] | OR_adj 1.007 [1.000 1.014] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg16to19 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.468
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain1to5 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.563
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-gain16to24 | coef 0.007 95% CI: [0.002 , 0.011] | OR_adj 1.007 [1.002 1.011] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg7to10 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-latest | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.459
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-gain7to13 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.537
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain16to24 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain5to10 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.445
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain3to7 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-latest | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.586
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg7to10 | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.006 [1.003 1.010] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.691
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-gain0to3 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1391 | OR_unadj: 1.452 [1.110 1.899] | indivs AUC:0.617
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain13to19 | coef 0.006 95% CI: [0.001 , 0.011] | OR_adj 1.006 [1.001 1.011] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt-gain1to5 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.623
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg5to7 | coef 0.006 95% CI: [0.001 , 0.011] | OR_adj 1.006 [1.001 1.011] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.595
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg19to24 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.746
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg10to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.654
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain16to24 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.426
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-latest | coef 0.006 95% CI: [0.002 , 0.010] | OR_adj 1.006 [1.002 1.010] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.617
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain10to16 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Change-avg19to24 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.554
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg19to24 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.734
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-avg13to16 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.692
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain10to16 | coef 0.006 95% CI: [0.002 , 0.009] | OR_adj 1.006 [1.002 1.010] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain16to24 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.455
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain5to10 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.531
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain1to5 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg1to3 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.541
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain13to19 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain5to10 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.558
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain7to13 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain0to3 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.465
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-gain13to19 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain7to13 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg3to5 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.584
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg13to16 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.435
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-latest | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg13to16 | coef 0.005 95% CI: [0.002 , 0.009] | OR_adj 1.005 [1.002 1.009] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.601
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain10to16 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain0to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg16to19 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.645
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Change-avg16to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 712 | OR_unadj: 1.794 [1.198 2.685] | indivs AUC:0.541
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg0to1 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain16to24 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain7to13 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg16to19 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.538
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-latest | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.761
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg13to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.693
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-gain13to19 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 826 | OR_unadj: 0.644 [0.432 0.961] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg1to3 | coef 0.005 95% CI: [0.001 , 0.008] | OR_adj 1.005 [1.001 1.008] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Change-latest | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.571
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-latest | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.006] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.771
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain0to3 | coef 0.005 95% CI: [0.004 , 0.005] | OR_adj 1.005 [1.004 1.005] | occ: 1401 | OR_unadj: 1.349 [1.031 1.765] | indivs AUC:0.551
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain3to7 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain5to10 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 582 | OR_unadj: 1.002 [0.659 1.525] | indivs AUC:0.549
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg5to7 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.595
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-gain0to24 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.771
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg7to10 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg1to3 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.475
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.465
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg10to13 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.561
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg16to19 | coef 0.004 95% CI: [0.001 , 0.008] | OR_adj 1.004 [1.001 1.008] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.656
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1432 | OR_unadj: 1.066 [0.815 1.393] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length Zscore-avg10to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.667
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.610
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg1to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg5to7 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.550
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.605
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Length ZScore-avg7to10 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.644
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain1to5 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-postPregnancy | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 666 | OR_unadj: 1.322 [0.954 1.832] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-postPregnancy | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 587 | OR_unadj: 0.960 [0.669 1.378] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg7to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.563
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-gain0to3 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Length ZScore-avg0to1 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-postPregnancy | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 544 | OR_unadj: 0.933 [0.645 1.348] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg0to1 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.544
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg16to19 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.700
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain0to24 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.616
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg13to16 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg16to19 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.610
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg19to24 | coef 0.004 95% CI: [0.000 , 0.007] | OR_adj 1.004 [1.000 1.007] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.740
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg3to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain7to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.707
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-gain0to24 | coef 0.003 95% CI: [-0.000 , 0.007] | OR_adj 1.003 [1.000 1.007] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.737
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain10to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.539
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.591
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg13to16 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 679 | OR_unadj: 1.935 [1.451 2.581] | indivs AUC:0.630
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1431 | OR_unadj: 0.840 [0.643 1.097] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1254 | OR_unadj: 1.030 [0.785 1.351] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI-postPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 538 | OR_unadj: 2.540 [1.496 4.314] | indivs AUC:0.564
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-gain0to24 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 906 | OR_unadj: 1.985 [1.512 2.606] | indivs AUC:0.662
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg5to7 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.558
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg3to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.621
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-gain0to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.757
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.597
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg19to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg0to1 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-gain0to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain5to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.564
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.760
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 921 | OR_unadj: 2.119 [1.615 2.779] | indivs AUC:0.663
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.684
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg13to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.566
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.562
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain1to5 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.545
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt-otherPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 316 | OR_unadj: 1.666 [1.070 2.593] | indivs AUC:0.552
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain0to3 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.465
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI-otherPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 308 | OR_unadj: 1.059 [0.563 1.991] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-otherPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 314 | OR_unadj: 1.341 [0.868 2.070] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.755
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-postPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 268 | OR_unadj: 1.249 [0.793 1.967] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 548 | OR_unadj: 1.684 [1.224 2.316] | indivs AUC:0.584
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.582
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-otherPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 309 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs135:Intest infct | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.206
Diagnosis:9ccs126:Ot up rsp in:0.190
Diagnosis:9ccs92:Otitis media:0.183
Diagnosis:9ccs7:Viral infect:0.156
Diagnosis:9ccs10:Immuniz/scrn:0.147
Diagnosis:9ccs125:Bronchitis:0.131
Diagnosis:9ccs253:Allergy:0.129
Diagnosis:9ccs255:Social admin:0.124
Diagnosis:9ccs257:Ot aftercare:0.120
Vital: Wt Percentile-gain3to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 491 | OR_unadj: 0.943 [0.621 1.433] | indivs AUC:0.539
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 329 | OR_unadj: 1.015 [0.648 1.588] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg10to13 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.663
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.645
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.458
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.207
Diagnosis:9ccs257:Ot aftercare:0.194
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs253:Allergy:0.179
Number of Visits:0.166
Diagnosis:9ccs135:Intest infct:0.147
Diagnosis:9ccs90:Eye infectn:0.143
Vital: Wt Change-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 420 | OR_unadj: 0.968 [0.619 1.514] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.622
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-avg3to5 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-otherPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 291 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-gain0to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 372 | OR_unadj: 0.999 [0.638 1.563] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 376 | OR_unadj: 1.188 [0.778 1.816] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-avg0to1 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 305 | OR_unadj: 0.948 [0.596 1.507] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 408 | OR_unadj: 1.512 [1.054 2.171] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Wt Percentile-avg5to7 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 447 | OR_unadj: 1.467 [1.036 2.078] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Change-avg0to1 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt Percentile-avg1to3 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 358 | OR_unadj: 1.211 [0.811 1.809] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: BMI Percentile-avg19to24 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 288 | OR_unadj: 1.640 [1.099 2.447] | indivs AUC:0.550
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs134:Ot uppr resp | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.150
Number of Visits:0.143
Diagnosis:9ccs133:Oth low resp:0.134
Diagnosis:9ccs126:Ot up rsp in:0.114
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.096
Diagnosis:9ccs90:Eye infectn:0.095
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.095
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.095
Maternal Diagnosis:9ccs215:gu cong anom-otherPregnancy:0.095
Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-gain1to5 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 223 | OR_unadj: 1.424 [0.856 2.368] | indivs AUC:0.541
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI Percentile-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 258 | OR_unadj: 1.431 [0.924 2.214] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs137:Mouth dx | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs7:Viral infect:0.127
Maternal Diagnosis:9ccs41:Ot primry ca-postPregnancy:0.120
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.120
Number of Visits:0.109
Diagnosis:9ccs92:Otitis media:0.103
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.090
Maternal Lab History: GLOBULIN-otherPregnancy:0.089
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.083
Diagnosis:9ccs197:Skin infectn:0.083
Vital: HC Percentile-latest | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 122 | OR_unadj: 1.356 [0.745 2.467] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.515
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Maternal Diagnosis:9ccs200:Oth skin dx:-0.224
Lab:296169 RETICULOCYTE COUNT- LMC:-0.218
Lab:294203 BILIRUBIN TOTAL - LMC:0.191
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.177
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.139
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.125
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.112
Maternal Lab History: URINE CULTURE-postPregnancy:0.102
Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.464
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.151
Newborn Diagnosis:9ccs222:Perint jaund:0.115
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.102
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.102
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.102
Diagnosis:9ccs188:Pelvic obstr:0.102
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Diagnosis:9ccs155:Other GI dx:0.090
Diagnosis:9ccs4:Mycoses | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.548
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs253:Allergy:0.177
Diagnosis:9ccs200:Oth skin dx:0.102
Number of Visits:0.102
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.087
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.086
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.079
Maternal Diagnosis:9ccs64:Ot hematl dx-postPregnancy:0.077
Diagnosis:9ccs7:Viral infect:0.077
Diagnosis:9ccs256:Exam/eval:0.076
* Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.581
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.337
Number of Visits:0.296
Diagnosis:9ccs90:Eye infectn:0.231
Diagnosis:9ccs125:Bronchitis:0.228
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs255:Social admin:0.192
Diagnosis:9ccs10:Immuniz/scrn:0.191
Diagnosis:9ccs135:Intest infct:0.183
Diagnosis:9ccs7:Viral infect:0.174
Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs200:Oth skin dx:0.104
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.095
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.090
Diagnosis:9ccs94:Other ear dx:0.084
Diagnosis:9ccs133:Oth low resp:0.084
Diagnosis:9ccs211:Ot conn tiss:0.081
Diagnosis:9ccs61:Sickle cell:0.075
Diagnosis:9ccs257:Ot aftercare:0.075
Diagnosis:9ccs0:No DX | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Diagnosis:9ccs49:DiabMel no c:0.106
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.106
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.106
Maternal Diagnosis:9ccs47:Ot bnign neo:0.106
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.106
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.106
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.106
Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: HERPES II IgG-postPregnancy:0.102
Diagnosis:9ccs239:Superfic inj | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Number of Visits:0.143
Diagnosis:9ccs253:Allergy:0.139
Diagnosis:9ccs200:Oth skin dx:0.138
Diagnosis:9ccs155:Other GI dx:0.136
Diagnosis:9ccs256:Exam/eval:0.120
Diagnosis:9ccs126:Ot up rsp in:0.114
Diagnosis:9ccs133:Oth low resp:0.112
Diagnosis:9ccs246:FUO:0.110
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.110
Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs92:Otitis media:0.231
Diagnosis:9ccs7:Viral infect:0.205
Diagnosis:9ccs126:Ot up rsp in:0.191
Number of Visits:0.174
Diagnosis:9ccs10:Immuniz/scrn:0.143
Diagnosis:9ccs125:Bronchitis:0.129
Diagnosis:9ccs255:Social admin:0.125
Diagnosis:9ccs133:Oth low resp:0.117
Diagnosis:9ccs135:Intest infct:0.112
Diagnosis:9ccs127:COPD | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Diagnosis:9ccs133:Oth low resp:0.166
Number of Visits:0.148
Diagnosis:9ccs122:Pneumonia:0.147
Diagnosis:9ccs240:Burns:0.117
Diagnosis:9ccs125:Bronchitis:0.115
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.115
Maternal Diagnosis:10ccs46:Bnign ut neo-otherPregnancy:0.111
Maternal Diagnosis:9ccs178:Induc abortn-otherPregnancy:0.111
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.111
Diagnosis:9ccs59:Anemia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.476
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.117
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.105
Diagnosis:9ccs122:Pneumonia:0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.096
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.096
Diagnosis:9ccs159:UTI:0.096
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.091
Diagnosis:9ccs243:Poisn nonmed:0.091
Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs128:Asthma:0.241
Diagnosis:9ccs92:Otitis media:0.228
Diagnosis:9ccs257:Ot aftercare:0.216
Number of Visits:0.180
Diagnosis:9ccs126:Ot up rsp in:0.165
Diagnosis:9ccs122:Pneumonia:0.164
Diagnosis:9ccs7:Viral infect:0.159
Diagnosis:9ccs133:Oth low resp:0.156
Diagnosis:9ccs135:Intest infct:0.131
Diagnosis:9ccs96:Hrt valve dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.525
Diagnosis:9ccs117:Ot circul dx:0.230
Newborn Diagnosis:9ccs96:Hrt valve dx:0.220
Newborn Diagnosis:9ccs213:Cardiac anom:0.181
Maternal Diagnosis:9ccs255:Social admin:0.108
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.108
Maternal Procedure History:96372-otherPregnancy:0.107
Diagnosis:9ccs259:Unclassified:0.096
Diagnosis:9ccs10:Immuniz/scrn:0.090
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.485
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:296169 RETICULOCYTE COUNT- LMC:-0.210
Lab:295669 BILIRUBIN DIRECT - LMC:0.191
Diagnosis:9ccs222:Perint jaund:-0.151
Diagnosis:9ccs151:Oth liver dx:-0.128
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.114
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.105
Maternal Lab History: LH-postPregnancy:0.100
Lab:294495 LEAD, BLOOD - LMC:-0.100
Diagnosis:9ccs58:Ot nutrit dx:0.092
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Diagnosis:9ccs168:PID:0.178
Maternal Lab History: A/G-otherPregnancy:-0.166
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.154
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.148
Maternal Lab History: GLOBULIN-otherPregnancy:0.141
Diagnosis:9ccs205:Back problem:0.140
Maternal Lab History: AST (SGOT)-otherPregnancy:0.131
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.130
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.130
Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Diagnosis:9ccs128:Asthma:0.220
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.182
Diagnosis:9ccs126:Ot up rsp in:0.167
Diagnosis:9ccs127:COPD:0.166
Diagnosis:9ccs122:Pneumonia:0.161
Diagnosis:9ccs125:Bronchitis:0.156
Diagnosis:9ccs257:Ot aftercare:0.147
Diagnosis:9ccs256:Exam/eval:0.146
Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs255:Social admin:0.212
Diagnosis:9ccs200:Oth skin dx:0.201
Number of Visits:0.180
Diagnosis:9ccs10:Immuniz/scrn:0.179
Diagnosis:9ccs4:Mycoses:0.177
Diagnosis:9ccs126:Ot up rsp in:0.157
Diagnosis:9ccs257:Ot aftercare:0.157
Diagnosis:9ccs7:Viral infect:0.155
Diagnosis:9ccs239:Superfic inj:0.139
Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Number of Visits:0.306
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs10:Immuniz/scrn:0.207
Diagnosis:9ccs90:Eye infectn:0.205
Diagnosis:9ccs255:Social admin:0.187
Diagnosis:9ccs133:Oth low resp:0.182
Diagnosis:9ccs92:Otitis media:0.174
Diagnosis:9ccs257:Ot aftercare:0.169
Diagnosis:9ccs125:Bronchitis:0.159
Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.211
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.164
Diagnosis:9ccs133:Oth low resp:0.161
Diagnosis:9ccs127:COPD:0.147
Diagnosis:9ccs92:Otitis media:0.145
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.111
Diagnosis:9ccs59:Anemia:0.103
Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Number of Visits:0.231
Diagnosis:9ccs126:Ot up rsp in:0.228
Diagnosis:9ccs92:Otitis media:0.226
Diagnosis:9ccs125:Bronchitis:0.216
Diagnosis:9ccs10:Immuniz/scrn:0.194
Diagnosis:9ccs255:Social admin:0.190
Diagnosis:9ccs7:Viral infect:0.169
Diagnosis:9ccs253:Allergy:0.157
Diagnosis:9ccs128:Asthma:0.152
Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs95:Oth nerv dx:0.195
Diagnosis:9ccs113:Late eff CVD:0.180
Number of Visits:0.131
Newborn Diagnosis:9ccs219:Low birth wt:0.126
Diagnosis:9ccs159:UTI:0.115
Diagnosis:9ccs94:Other ear dx:0.111
Diagnosis:9ccs58:Ot nutrit dx:0.102
Diagnosis:9ccs238:Complic proc:0.100
Diagnosis:9ccs217:Ot cong anom:0.099
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs258:Other screen:0.143
Diagnosis:9ccs7:Viral infect:0.130
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.119
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.119
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs140:Gastritis:0.096
Number of Visits:0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs197:Skin infectn:0.088
Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.246
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs7:Viral infect:0.153
Diagnosis:9ccs126:Ot up rsp in:0.144
Diagnosis:9ccs239:Superfic inj:0.136
Diagnosis:9ccs10:Immuniz/scrn:0.130
Diagnosis:9ccs250:Nausea/vomit:0.124
Diagnosis:9ccs133:Oth low resp:0.116
Diagnosis:9ccs91:Other eye dx:0.113
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.201
Number of Visits:0.184
Diagnosis:9ccs155:Other GI dx:0.168
Diagnosis:9ccs7:Viral infect:0.158
Diagnosis:9ccs256:Exam/eval:0.140
Diagnosis:9ccs239:Superfic inj:0.138
Diagnosis:9ccs126:Ot up rsp in:0.119
Diagnosis:9ccs255:Social admin:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.106
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Number of Visits:0.138
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.109
Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.106
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.106
Diagnosis:9ccs74:Ot mentl cnd:0.102
Lab:294203 BILIRUBIN TOTAL - LMC:0.092
Diagnosis:9ccs256:Exam/eval:0.090
Diagnosis:9ccs253:Allergy:0.088
Diagnosis:9ccs155:Other GI dx:0.087
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs3:Oth bact inf:1.000
Diagnosis:9ccs120:Hemmorhoids:0.315
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.138
Maternal Lab History: eGFR-postPregnancy:-0.109
Maternal Lab History: COLONY COUNT-otherPregnancy:0.107
Maternal Lab History: RUBELLA-otherPregnancy:0.106
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.100
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.097
Maternal Procedure History:99401-otherPregnancy:0.090
Maternal Lab History: EOSINOPHIL-postPregnancy:0.088
Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs175:Ot femal gen:1.000
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.205
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.166
Maternal Diagnosis:9ccs172:Ovarian cyst:0.166
Maternal Procedure History:96372-postPregnancy:0.141
Maternal Diagnosis:9ccs46:Bnign ut neo:0.130
Maternal Lab History: MAGNESIUM-postPregnancy:-0.117
Diagnosis:9ccs240:Burns:0.104
Diagnosis:9ccs163:Other GU dx:0.104
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.100
Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.461
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.146
Diagnosis:9ccs200:Oth skin dx:0.140
Number of Visits:0.133
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.133
Diagnosis:9ccs239:Superfic inj:0.120
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.120
Diagnosis:9ccs155:Other GI dx:0.112
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.111
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.105
Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs61:Sickle cell:0.111
Maternal Diagnosis:9ccs53:Hyperlipidem:0.101
Diagnosis:9ccs96:Hrt valve dx:0.096
Diagnosis:9ccs242:Poisn ot med:0.093
Maternal Diagnosis:9ccs102:Chest pain:0.091
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.091
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.091
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.091
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.091
Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs126:Ot up rsp in | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs255:Social admin:0.355
Diagnosis:9ccs92:Otitis media:0.337
Diagnosis:9ccs10:Immuniz/scrn:0.312
Number of Visits:0.312
Diagnosis:9ccs7:Viral infect:0.236
Diagnosis:9ccs257:Ot aftercare:0.228
Diagnosis:9ccs90:Eye infectn:0.191
Diagnosis:9ccs135:Intest infct:0.190
Diagnosis:9ccs133:Oth low resp:0.167
Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.756
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.172
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.172
Diagnosis:9ccs2620:E Codes: Unspecified:0.172
Newborn Diagnosis:9ccs95:Oth nerv dx:0.150
Maternal Lab History: LH-postPregnancy:-0.144
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.140
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.135
Diagnosis:9ccs196:Nml preg/del:0.120
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:1.000
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.276
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.276
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.276
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.276
Diagnosis:10ccs238:Complic proc:0.276
Diagnosis:9ccs2604:E Codes: Fire/burn:0.276
Diagnosis:9ccs246:FUO:0.194
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.194
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.194
Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs125:Bronchitis:0.241
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs122:Pneumonia:0.211
Number of Visits:0.184
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs92:Otitis media:0.150
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.139
Maternal Diagnosis:9ccs239:Superfic inj:0.134
Diagnosis:9ccs126:Ot up rsp in:0.130
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs155:Other GI dx:0.124
Number of Visits:0.122
Diagnosis:9ccs141:Ot dx stomch:0.120
Diagnosis:9ccs233:Intracrn inj:0.103
Diagnosis:9ccs73:Preadult dx:0.103
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.103
Newborn Diagnosis:9ccs59:Anemia:0.103
Diagnosis:9ccs120:Hemmorhoids:0.103
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.103
Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.560
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Maternal Diagnosis:9ccs133:Oth low resp:0.103
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs136:Teeth dx:0.088
Diagnosis:9ccs137:Mouth dx:0.083
Diagnosis:9ccs239:Superfic inj:0.080
Diagnosis:9ccs229:Fx arm:0.079
Diagnosis:9ccs2:Septicemia:0.079
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.079
Diagnosis:9ccs90:Eye infectn:0.077
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.195
Maternal Diagnosis:9ccs142:Appendicitis-otherPregnancy:0.152
Diagnosis:9ccs70:Schizo/rl dx:0.152
Diagnosis:9ccs87:Retinal dx:0.152
Diagnosis:9ccs143:Abdom hernia:0.131
Diagnosis:9ccs208:Acq foot def:0.129
Diagnosis:9ccs217:Ot cong anom:0.112
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.110
Maternal Lab History: LACTIC ACID-postPregnancy:0.110
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.284
Diagnosis:9ccs217:Ot cong anom:0.259
Diagnosis:9ccs210:SLE:0.172
Diagnosis:9ccs233:Intracrn inj:0.172
Diagnosis:9ccs62:Coag/hemr dx:0.150
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.135
Lab:296169 RETICULOCYTE COUNT- LMC:0.124
Diagnosis:9ccs138:Esophgeal dx:0.117
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.113
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Newborn Diagnosis:9ccs143:Abdom hernia:0.141
Diagnosis:9ccs73:Preadult dx:0.141
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.141
Maternal Diagnosis:9ccs235:Opn wnd head:0.141
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.141
Diagnosis:9ccs118:Phlebitis:0.141
Diagnosis:9ccs87:Retinal dx:0.141
Diagnosis:9ccs142:Appendicitis:0.141
Diagnosis:9ccs5:HIV infectn:0.141
Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs140:Gastritis:1.000
Lab:294205 TSH REFLEX TO FT4 - LMC:0.228
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.187
Maternal Diagnosis:10ccs93:Dizziness-postPregnancy:0.187
Maternal Diagnosis:9ccs217:Ot cong anom:0.187
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.155
Maternal Diagnosis:9ccs90:Eye infectn:0.151
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.122
Maternal Lab History: HERPES II IgG-otherPregnancy:0.121
Maternal Lab History: VARICELLA IGM-postPregnancy:0.110
Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Number of Visits:0.166
Diagnosis:9ccs113:Late eff CVD:0.141
Diagnosis:9ccs126:Ot up rsp in:0.123
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.116
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.116
Diagnosis:9ccs74:Ot mentl cnd:0.111
Diagnosis:9ccs155:Other GI dx:0.100
Diagnosis:9ccs257:Ot aftercare:0.099
Diagnosis:9ccs135:Intest infct:0.095
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.284
Diagnosis:9ccs217:Ot cong anom:0.181
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.115
Diagnosis:9ccs155:Other GI dx:0.113
Diagnosis:9ccs90:Eye infectn:0.101
Number of Visits:0.095
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.093
Diagnosis:9ccs10:Immuniz/scrn:0.086
Diagnosis:9ccs233:Intracrn inj:0.081
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.240
Number of Visits:0.160
Diagnosis:9ccs257:Ot aftercare:0.118
Diagnosis:9ccs74:Ot mentl cnd:0.115
Diagnosis:9ccs125:Bronchitis:0.113
Diagnosis:9ccs92:Otitis media:0.106
Diagnosis:9ccs163:Other GU dx:0.106
Newborn Diagnosis:9ccs134:Ot uppr resp:0.103
Maternal Diagnosis:9ccs160:Urin stone:0.103
Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.128
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.113
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.107
Maternal Diagnosis:9ccs250:Nausea/vomit:0.104
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.104
Diagnosis:9ccs10:Immuniz/scrn:0.099
Diagnosis:9ccs224:Ot perint dx:0.092
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.091
Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.512
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Diagnosis:9ccs59:Anemia:-0.165
Newborn Diagnosis:9ccs59:Anemia:-0.163
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.163
Diagnosis:9ccs132:Lung externl:-0.163
Maternal Lab History: A/G-otherPregnancy:0.156
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:-0.144
Maternal Lab History: CHOLIC ACID-postPregnancy:-0.143
Maternal Lab History: BILE ACIDS-postPregnancy:-0.142
Maternal Lab History: A/G-postPregnancy:0.141
Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.259
Diagnosis:9ccs91:Other eye dx:0.181
Diagnosis:9ccs47:Ot bnign neo:0.154
Diagnosis:9ccs95:Oth nerv dx:0.112
Diagnosis:9ccs257:Ot aftercare:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs216:Nerv cong an:0.101
Diagnosis:9ccs74:Ot mentl cnd:0.099
Diagnosis:9ccs51:Ot endo dsor:0.099
Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.149
Maternal Diagnosis:10ccs135:Intest infct-postPregnancy:0.131
Diagnosis:9ccs129:Asp pneumon:0.131
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.131
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.131
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.131
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.131
Diagnosis:9ccs87:Retinal dx:0.131
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.131
Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.525
Newborn Diagnosis:9ccs213:Cardiac anom:0.330
Diagnosis:9ccs117:Ot circul dx:0.310
Newborn Diagnosis:9ccs96:Hrt valve dx:0.280
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.189
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.134
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.134
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.134
Newborn Diagnosis:9ccs134:Ot uppr resp:0.134
Vital: BP-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs255:Social admin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.458
Diagnosis:9ccs126:Ot up rsp in:0.355
Number of Visits:0.240
Diagnosis:9ccs253:Allergy:0.212
Diagnosis:9ccs92:Otitis media:0.192
Diagnosis:9ccs257:Ot aftercare:0.190
Diagnosis:9ccs7:Viral infect:0.187
Diagnosis:9ccs90:Eye infectn:0.125
Diagnosis:9ccs125:Bronchitis:0.124
Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.180
Diagnosis:9ccs94:Other ear dx:0.141
Maternal Procedure History:97001-postPregnancy:0.141
Number of Visits:0.138
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.119
Diagnosis:9ccs83:Epilepsy/cnv:0.113
Diagnosis:9ccs145:Int obstruct:0.106
Diagnosis:9ccs70:Schizo/rl dx:0.106
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.106
Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs8:Oth infectns:1.000
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.178
Diagnosis:9ccs73:Preadult dx:0.178
Diagnosis:9ccs44:Neoplsm unsp:0.175
Maternal Lab History: eGFR-otherPregnancy:0.119
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.114
Maternal Lab History: eGFR-postPregnancy:0.114
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.113
Maternal Lab History: UIBC-postPregnancy:0.105
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.095
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.241
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.241
Maternal Diagnosis:9ccs121:Oth vein dx:0.241
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.241
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.192
Diagnosis:9ccs154:Gastroent:0.188
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.172
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.172
Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:0.207
Newborn Diagnosis:9ccs143:Abdom hernia:0.181
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.181
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.181
Newborn Diagnosis:9ccs197:Skin infectn:0.181
Diagnosis:9ccs252:Fatigue:0.181
Diagnosis:9ccs52:Nutrit defic:0.178
Maternal Lab History: OXACILLIN-postPregnancy:0.130
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.126
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.464
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.495
Correlated most with:
Diagnosis:10ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.756
Diagnosis:9ccs2620:E Codes: Unspecified:0.228
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.228
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.184
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.141
Maternal Diagnosis:9ccs75:Hx mental dx:0.129
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.129
Diagnosis:9ccs231:Oth fracture:0.129
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.129
Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.148
Diagnosis:9ccs229:Fx arm:0.148
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.148
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.131
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.130
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.130
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.130
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.130
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.130
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Maternal Diagnosis:9ccs9:Sexual Infxs:0.186
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.163
Newborn Diagnosis:9ccs47:Ot bnign neo:0.163
Diagnosis:9ccs252:Fatigue:0.163
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.159
Diagnosis:9ccs217:Ot cong anom:0.154
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.143
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.115
Diagnosis:9ccs123:Influenza:0.115
Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.199
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.199
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.199
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.199
Maternal Diagnosis:9ccs2603:E Codes: Fall-otherPregnancy:0.199
Diagnosis:9ccs254:Rehab:0.199
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.199
Maternal Procedure History:99211-otherPregnancy:0.164
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.315
Maternal Diagnosis:9ccs95:Oth nerv dx:0.180
Maternal Diagnosis:9ccs89:Blindness-otherPregnancy:0.180
Maternal Diagnosis:9ccs215:gu cong anom:0.155
Maternal Diagnosis:9ccs117:Ot circul dx:0.155
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.125
Diagnosis:9ccs250:Nausea/vomit:0.120
Newborn Diagnosis:9ccs215:gu cong anom:0.100
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.090
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Diagnosis:9ccs105:Conduction:0.178
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.143
Maternal Lab History: TP VOLUME-otherPregnancy:0.135
Maternal Lab History: 3 HOUR-postPregnancy:0.132
Maternal Procedure History:93005-otherPregnancy:-0.128
Maternal Lab History: PATIENT-postPregnancy:0.128
Maternal Lab History: APTT-postPregnancy:0.128
Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.128
Lab:323700 CULTURE THROAT W SENS - Sunrise:0.128
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy:0.222
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.222
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.222
Maternal Diagnosis:9ccs235:Opn wnd head:0.222
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.222
Diagnosis:9ccs118:Phlebitis:0.222
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.189
Diagnosis:9ccs204:Ot joint dx:0.163
Maternal Procedure History:97035-postPregnancy:0.159
Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs167:Breast dx:1.000
Diagnosis:10ccs238:Complic proc:0.266
Diagnosis:9ccs2604:E Codes: Fire/burn:0.266
Maternal Lab History: AMYLASE-otherPregnancy:-0.188
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.187
Maternal Lab History: LIPASE-otherPregnancy:-0.158
Maternal Lab History: HCG-postPregnancy:0.127
Maternal Lab History: VARICELLA IGM-postPregnancy:0.110
Maternal Lab History: Varicella IgG-postPregnancy:-0.108
Maternal Diagnosis:9ccs163:Other GU dx:0.104
* Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.531
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.199
Lab:296169 RETICULOCYTE COUNT- LMC:0.142
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.142
Maternal Diagnosis:9ccs133:Oth low resp:0.138
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.138
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.121
Maternal Procedure History:J7300-postPregnancy:0.113
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:0.111
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.099
Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs223:Birth trauma:1.000
Diagnosis:9ccs231:Oth fracture:0.255
Newborn Diagnosis:9ccs223:Birth trauma:0.196
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.193
Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.155
Maternal Lab History: TP PERIOD-postPregnancy:0.151
Maternal Procedure History:S9470-postPregnancy:0.149
Maternal Diagnosis:9ccs188:Pelvic obstr:0.148
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.145
Maternal Procedure History:87880-postPregnancy:0.145
Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs120:Hemmorhoids:0.203
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:0.203
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:0.203
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.203
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.203
Diagnosis:9ccs153:GI hemorrhag:0.188
Maternal Lab History: HBV DNA-postPregnancy:0.168
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.164
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.161
Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs63:Wht blood dx:1.000
Newborn Diagnosis:9ccs143:Abdom hernia:0.353
Maternal Diagnosis:9ccs138:Esophgeal dx:0.155
Maternal Diagnosis:9ccs182:Hemorr preg:0.148
Diagnosis:9ccs209:Ot acq defor:0.121
Newborn Diagnosis:9ccs221:Resp distres:0.121
Diagnosis:9ccs168:PID:0.121
Diagnosis:9ccs159:UTI:0.099
Maternal Diagnosis:9ccs191:Amnios dx:0.091
Diagnosis:9ccs143:Abdom hernia:0.091
Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.511
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:1.000
Diagnosis:9ccs243:Poisn nonmed:-0.414
Maternal Diagnosis:9ccs56:Cystic fibro:0.272
Diagnosis:9ccs105:Conduction:-0.268
Diagnosis:9ccs106:Dysrhythmia:-0.190
Maternal Diagnosis:9ccs255:Social admin:-0.190
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.190
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.180
Maternal Lab History: TP PERIOD-postPregnancy:-0.180
Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.173
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.435
Newborn Diagnosis:9ccs219:Low birth wt:0.413
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.195
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.195
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.195
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.195
Maternal Diagnosis:9ccs235:Opn wnd head:0.195
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.195
Newborn Diagnosis:9ccs256:Exam/eval:0.187
Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs212:Ot bone dx:1.000
Diagnosis:9ccs210:SLE:0.288
Diagnosis:9ccs254:Rehab:0.288
Diagnosis:9ccs52:Nutrit defic:0.141
Diagnosis:9ccs62:Coag/hemr dx:0.125
Diagnosis:9ccs209:Ot acq defor:0.095
Diagnosis:9ccs89:Blindness:0.090
Diagnosis:9ccs51:Ot endo dsor:0.077
Newborn Diagnosis:9ccs96:Hrt valve dx:0.070
Maternal Diagnosis:9ccs176:Contraceptiv:0.067
Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Diagnosis:9ccs73:Preadult dx:0.257
Maternal Lab History: LACTIC ACID-postPregnancy:0.183
Maternal Procedure History:87880-postPregnancy:0.167
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.146
Diagnosis:9ccs75:Hx mental dx:0.146
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.125
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.125
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.121
Diagnosis:9ccs47:Ot bnign neo:0.115
Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs55:Fluid/elc dx:1.000
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.257
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.146
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.129
Maternal Diagnosis:9ccs175:Ot femal gen:0.125
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.100
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.100
Maternal Procedure History:90656-postPregnancy:0.093
Diagnosis:9ccs204:Ot joint dx:0.092
Diagnosis:9ccs242:Poisn ot med:0.092
Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs168:PID:1.000
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.273
Diagnosis:9ccs205:Back problem:0.200
Diagnosis:9ccs163:Other GU dx:0.200
Diagnosis:9ccs224:Ot perint dx:0.178
Maternal Diagnosis:9ccs138:Esophgeal dx:0.155
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.141
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.121
Diagnosis:9ccs63:Wht blood dx:0.121
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.312
Diagnosis:9ccs213:Cardiac anom:0.310
Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.236
Maternal Lab History: TSH-otherPregnancy:0.236
Diagnosis:9ccs96:Hrt valve dx:0.230
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.167
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.153
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.120
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.119
Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs64:Ot hematl dx:1.000
Diagnosis:9ccs49:DiabMel no c:0.353
Maternal Lab History: LH-postPregnancy:-0.289
Diagnosis:9ccs190:Fetal distrs:0.248
Diagnosis:9ccs61:Sickle cell:0.232
Maternal Lab History: FASTING-postPregnancy:0.227
Maternal Lab History: 1 HOUR-otherPregnancy:0.197
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.174
Maternal Lab History: 1/2 HOUR-postPregnancy:0.168
Maternal Lab History: URINE KETONES-otherPregnancy:0.166
Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Maternal Diagnosis:9ccs235:Opn wnd head:0.249
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.249
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.249
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.247
Newborn Diagnosis:9ccs215:gu cong anom:0.245
Maternal Diagnosis:9ccs239:Superfic inj:0.174
Maternal Diagnosis:9ccs46:Bnign ut neo:0.171
Newborn Diagnosis:9ccs253:Allergy:0.152
Maternal Diagnosis:9ccs89:Blindness:0.141
Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs214:GI cong anom:1.000
Diagnosis:9ccs145:Int obstruct:0.288
Diagnosis:9ccs199:Ulcer skin:0.288
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.202
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:0.164
Maternal Diagnosis:9ccs215:gu cong anom:0.141
Newborn Diagnosis:9ccs0:No DX:0.125
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.125
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.125
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.113
Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Lab:292495 LEAD LEVEL - Sunrise:-0.414
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.222
Maternal Diagnosis:9ccs255:Social admin:0.222
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.213
Maternal Lab History: TP PERIOD-postPregnancy:0.213
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.205
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.155
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.155
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.138
Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs147:Anal/rectal:1.000
Diagnosis:9ccs228:Fx skull fac:0.249
Diagnosis:9ccs2619:e codes: other specified- nec:0.249
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.249
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.178
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.174
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.174
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.174
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.155
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.151
Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2:Septicemia:1.000
Maternal Diagnosis:9ccs44:Neoplsm unsp:0.408
Diagnosis:9ccs233:Intracrn inj:0.408
Newborn Diagnosis:9ccs216:Nerv cong an:0.287
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.202
Maternal Procedure History:58300-postPregnancy:0.191
Maternal Lab History: FASTING-postPregnancy:-0.169
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.164
Newborn Diagnosis:9ccs215:gu cong anom:0.132
Maternal Lab History: AFP-postPregnancy:0.126
Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs76:Meningitis:1.000
Maternal Lab History: A/G-otherPregnancy:-0.318
Maternal Lab History: GLOBULIN-otherPregnancy:0.242
Maternal Lab History: A/G-postPregnancy:-0.229
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.226
Maternal Procedure History:97530-postPregnancy:0.219
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.214
Lab:323825 STREP SCREEN THROAT - Sunrise:0.208
Maternal Lab History: URIC ACID-otherPregnancy:0.191
Maternal Lab History: HERPES I IgG-otherPregnancy:0.190
Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:1.000
Diagnosis:10ccs238:Complic proc:0.377
Diagnosis:9ccs2604:E Codes: Fire/burn:0.377
Maternal Diagnosis:9ccs4:Mycoses:0.377
Maternal Diagnosis:9ccs56:Cystic fibro:0.377
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.319
Diagnosis:9ccs242:Poisn ot med:0.283
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.266
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.216
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.213
Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:292208 CBC/DIFF/PLT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Lab:292208 CBC/DIFF/PLT - Sunrise:1.000
Maternal Diagnosis:9ccs7:Viral infect:-0.110
Newborn Diagnosis:9ccs213:Cardiac anom:-0.103
Maternal Lab History: URINE PH-postPregnancy:0.094
Diagnosis:9ccs113:Late eff CVD:0.091
Diagnosis:9ccs122:Pneumonia:0.076
Lab:295669 BILIRUBIN DIRECT - LMC:-0.071
Diagnosis:9ccs4:Mycoses:-0.065
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:-0.061
Diagnosis:9ccs213:Cardiac anom:-0.056
Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs163:Other GU dx:1.000
Maternal Diagnosis:9ccs96:Hrt valve dx:0.202
Diagnosis:9ccs168:PID:0.200
Diagnosis:9ccs215:gu cong anom:0.137
Diagnosis:9ccs159:UTI:0.106
Diagnosis:9ccs242:Poisn ot med:0.104
Diagnosis:9ccs175:Ot femal gen:0.104
Diagnosis:9ccs244:Other injury:0.101
Diagnosis:9ccs224:Ot perint dx:0.101
Diagnosis:9ccs243:Poisn nonmed:0.085
Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.400
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.241
Diagnosis:9ccs159:UTI:0.240
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.192
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.172
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.172
Newborn Diagnosis:9ccs214:GI cong anom:0.169
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.139
Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs51:Ot endo dsor:1.000
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.288
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:0.288
Maternal Diagnosis:9ccs113:Late eff CVD-otherPregnancy:0.288
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.262
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.204
Maternal Diagnosis:9ccs120:Hemmorhoids:0.202
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.202
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.172
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.141
Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:1.000
Diagnosis:9ccs230:Fx leg:0.447
Diagnosis:9ccs210:SLE:0.447
Diagnosis:9ccs52:Nutrit defic:0.222
Diagnosis:9ccs64:Ot hematl dx:0.155
Diagnosis:9ccs134:Ot uppr resp:0.150
Diagnosis:9ccs89:Blindness:0.150
Diagnosis:9ccs212:Ot bone dx:0.125
Diagnosis:9ccs251:Abdomnl pain:0.120
Maternal Diagnosis:9ccs7:Viral infect:0.115
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Diagnosis:9ccs228:Fx skull fac:0.178
Diagnosis:9ccs2619:e codes: other specified- nec:0.178
Maternal Lab History: GFR in African American-postPregnancy:-0.152
Maternal Lab History: GFR Calculation-postPregnancy:-0.152
Maternal Procedure History:97803-otherPregnancy:0.148
Diagnosis:9ccs136:Teeth dx:0.143
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.142
Maternal Procedure History:97035-postPregnancy:0.128
Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.128
Newborn Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs196:Nml preg/del:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.120
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.072
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.072
Diagnosis:9ccs197:Skin infectn:0.046
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.045
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.045
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.043
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.043
Diagnosis:9ccs198:Ot infl skin:0.041
Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs61:Sickle cell:1.000
Lab:306025 PPD:0.272
Diagnosis:9ccs190:Fetal distrs:0.234
Diagnosis:9ccs64:Ot hematl dx:0.232
Maternal Diagnosis:9ccs61:Sickle cell:0.218
Maternal Diagnosis:9ccs172:Ovarian cyst:0.146
Maternal Diagnosis:9ccs46:Bnign ut neo:0.113
Diagnosis:9ccs259:Unclassified:0.111
Newborn Diagnosis:9ccs256:Exam/eval:0.082
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:1.000
Lab:294147 FREE T4 - LMC:-0.353
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.234
Diagnosis:9ccs83:Epilepsy/cnv:0.193
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.167
Diagnosis:9ccs51:Ot endo dsor:0.113
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.109
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Diagnosis:9ccs167:Breast dx:0.104
Maternal Diagnosis:9ccs182:Hemorr preg:0.083
Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs236:Opn wnd extr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs236:Opn wnd extr:1.000
Diagnosis:9ccs229:Fx arm:0.407
Maternal Lab History: BETA HCG FREE-postPregnancy:0.119
Maternal Lab History: hCG MoM-postPregnancy:0.100
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.066
Maternal Diagnosis:9ccs192:Umbil cord:0.058
Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.058
Diagnosis:9ccs197:Skin infectn:0.046
Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.045
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.044
Vital: BP-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BMI Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs240:Burns:1.000
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.288
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy:0.288
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.288
Maternal Diagnosis:9ccs121:Oth vein dx:0.288
Maternal Lab History: RETIC HGB-postPregnancy:-0.228
Maternal Lab History: RET %-postPregnancy:0.192
Maternal Lab History: RET ABS-postPregnancy:0.185
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.164
Maternal Diagnosis:9ccs143:Abdom hernia:0.141
Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Lab:294495 LEAD, BLOOD - LMC:1.000
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.328
Maternal Diagnosis:9ccs84:Headache/mig:0.289
Maternal Diagnosis:9ccs255:Social admin:-0.204
Lab:294203 BILIRUBIN TOTAL - LMC:-0.100
Diagnosis:9ccs243:Poisn nonmed:-0.092
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.091
Maternal Diagnosis:9ccs187:Malposition:0.088
Lab:295669 BILIRUBIN DIRECT - LMC:-0.087
Diagnosis:9ccs140:Gastritis:-0.077
* Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs205:Back problem:1.000
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.288
Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.249
Maternal Procedure History:93005-postPregnancy:0.237
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.223
Maternal Lab History: APF MoM-otherPregnancy:0.213
Maternal Lab History: INHMOM-otherPregnancy:0.210
Maternal Lab History: TSH-otherPregnancy:0.205
Maternal Procedure History:93005-otherPregnancy:0.205
Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.202
Lab:306025 PPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:306025 PPD:1.000
Maternal Diagnosis:9ccs172:Ovarian cyst:0.364
Diagnosis:9ccs61:Sickle cell:0.272
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.157
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.147
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135
Maternal Procedure History:86703-postPregnancy:-0.114
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.106
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.097
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.088
Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs229:Fx arm:1.000
Diagnosis:9ccs236:Opn wnd extr:0.407
Diagnosis:9ccs231:Oth fracture:0.332
Diagnosis:9ccs244:Other injury:0.148
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.115
Maternal Lab History: BETA HCG FREE-postPregnancy:0.097
Diagnosis:9ccs256:Exam/eval:0.094
Maternal Lab History: URINE PH-postPregnancy:0.091
Maternal Lab History: hCG MoM-postPregnancy:0.082
Maternal Lab History: CHLORIDE-otherPregnancy:0.082
Newborn Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.502
Correlated most with:
Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000
Maternal Procedure History:99211-otherPregnancy:0.391
Maternal Lab History: 2 HOUR-postPregnancy:0.343
Maternal Lab History: TSH-postPregnancy:-0.339
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.314
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.314
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.284
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:-0.275
Maternal Procedure History:90746-postPregnancy:0.259
Maternal Lab History: 3 HOUR-otherPregnancy:0.227
Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs245:Syncope:0.341
Diagnosis:9ccs233:Intracrn inj:0.241
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.241
Newborn Diagnosis:9ccs59:Anemia:0.241
Diagnosis:9ccs118:Phlebitis:0.241
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.241
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.239
Maternal Procedure History:93005-postPregnancy:0.199
Diagnosis:9ccs48:Thyroid dsor:0.193
Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs188:Pelvic obstr:1.000
Newborn Diagnosis:9ccs176:Contraceptiv:0.707
Maternal Lab History: ESTRADIOL-postPregnancy:0.500
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.485
Maternal Lab History: TP VOLUME-postPregnancy:0.303
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.280
Maternal Diagnosis:9ccs188:Pelvic obstr:0.252
Maternal Lab History: HCG-postPregnancy:0.247
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.234
Maternal Diagnosis:9ccs149:Biliary dx:0.222
Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs246:FUO:1.000
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.707
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.707
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.707
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.707
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.499
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.499
Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.499
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.499
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:0.407
Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.498
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.558
Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.395
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.334
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.291
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.291
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.246
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.242
Maternal Procedure History:90746-postPregnancy:0.240
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.211
Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs242:Poisn ot med:1.000
Diagnosis:9ccs2604:E Codes: Fire/burn:0.377
Diagnosis:10ccs238:Complic proc:0.377
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.377
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.336
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.329
Diagnosis:9ccs204:Ot joint dx:0.283
Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.268
Maternal Lab History: MICROALBUMIN-postPregnancy:0.268
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.266
Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:1.000
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.353
Newborn Diagnosis:9ccs5:HIV infectn:0.353
Diagnosis:9ccs118:Phlebitis:0.353
Diagnosis:9ccs16:Liver/ibd ca:0.353
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.248
Newborn Diagnosis:9ccs216:Nerv cong an:0.248
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.168
Newborn Diagnosis:9ccs95:Oth nerv dx:0.155
Maternal Diagnosis:9ccs5:HIV infectn:0.141
Diagnosis:9ccs16:Liver/ibd ca | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs16:Liver/ibd ca:1.000
Newborn Diagnosis:9ccs216:Nerv cong an:0.707
Newborn Diagnosis:9ccs95:Oth nerv dx:0.447
Diagnosis:9ccs216:Nerv cong an:0.353
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.142
Maternal Lab History: LDH-postPregnancy:-0.119
Maternal Lab History: MPV-postPregnancy:0.118
Maternal Lab History: URINE PH-postPregnancy:-0.105
Diagnosis:9ccs250:Nausea/vomit:0.103
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.094
Newborn Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.511
Correlated most with:
Lab:294205 TSH REFLEX TO FT4 - LMC:1.000
Lab:294147 FREE T4 - LMC:0.502
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.303
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.303
Diagnosis:9ccs140:Gastritis:0.228
Maternal Procedure History:90746-postPregnancy:-0.196
Diagnosis:9ccs48:Thyroid dsor:-0.167
Maternal Procedure History:86580-postPregnancy:-0.160
Maternal Diagnosis:9ccs61:Sickle cell:-0.101
Diagnosis:9ccs94:Other ear dx:0.076
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Diagnosis:9ccs252:Fatigue:0.301
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.299
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.214
Maternal Procedure History:97035-postPregnancy:0.214
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.214
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.211
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.211
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.176
Maternal Diagnosis:9ccs53:Hyperlipidem:0.171
Newborn Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs220:Birth asphyx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs44:Neoplsm unsp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs44:Neoplsm unsp:1.000
Maternal Diagnosis:9ccs92:Otitis media:0.500
Diagnosis:9ccs8:Oth infectns:0.175
Diagnosis:9ccs205:Back problem:0.141
Maternal Diagnosis:9ccs7:Viral infect:0.130
Diagnosis:9ccs89:Blindness:0.081
Diagnosis:9ccs47:Ot bnign neo:0.076
Diagnosis:9ccs217:Ot cong anom:0.071
Diagnosis:9ccs224:Ot perint dx:0.058
Diagnosis:9ccs257:Ot aftercare:0.056
Diagnosis:9ccs105:Conduction | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs105:Conduction:1.000
Diagnosis:9ccs106:Dysrhythmia:0.707
Lab:292495 LEAD LEVEL - Sunrise:-0.268
Diagnosis:9ccs124:Tonsillitis:0.178
Diagnosis:9ccs213:Cardiac anom:0.134
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.120
Maternal Lab History: URINE PH-postPregnancy:-0.105
Diagnosis:9ccs122:Pneumonia:0.087
Maternal Lab History: WBC-postPregnancy:0.085
Diagnosis:9ccs239:Superfic inj:0.077
Diagnosis:9ccs199:Ulcer skin | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs199:Ulcer skin:1.000
Maternal Lab History: URINE PROTEIN-postPregnancy:0.370
Maternal Lab History: PROLACTIN-postPregnancy:-0.348
Diagnosis:9ccs214:GI cong anom:0.288
Maternal Diagnosis:9ccs188:Pelvic obstr:0.178
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.176
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.167
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.151
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.145
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.134
Diagnosis:9ccs171:Menstrual dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs171:Menstrual dx:1.000
Maternal Diagnosis:9ccs192:Umbil cord:0.126
Maternal Lab History: LDL-postPregnancy:-0.107
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.103
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.092
Diagnosis:9ccs224:Ot perint dx:0.089
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.062
Maternal Diagnosis:9ccs185:Long pregncy:0.061
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.060
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:-0.056
Diagnosis:9ccs190:Fetal distrs | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs190:Fetal distrs:1.000
Diagnosis:9ccs64:Ot hematl dx:0.248
Diagnosis:9ccs61:Sickle cell:0.234
Diagnosis:9ccs91:Other eye dx:0.052
Diagnosis:9ccs239:Superfic inj:0.049
Diagnosis:9ccs151:Oth liver dx:0.046
Diagnosis:9ccs222:Perint jaund:0.045
Maternal Diagnosis:9ccs195:Ot compl bir:0.040
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.036
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.036
Diagnosis:9ccs145:Int obstruct | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs145:Int obstruct:1.000
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.707
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.447
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.408
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.408
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.353
Diagnosis:9ccs214:GI cong anom:0.288
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.276
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.266
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.181
Diagnosis:9ccs210:SLE | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs210:SLE:1.000
Diagnosis:9ccs52:Nutrit defic:0.500
Diagnosis:9ccs62:Coag/hemr dx:0.447
Diagnosis:9ccs212:Ot bone dx:0.288
Diagnosis:9ccs89:Blindness:0.172
Maternal Diagnosis:9ccs176:Contraceptiv:0.074
Diagnosis:9ccs198:Ot infl skin:0.067
Maternal Diagnosis:9ccs189:Prev c-sectn:0.055
Diagnosis:9ccs10:Immuniz/scrn:-0.053
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.046
Vital: BP-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.506
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.500
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.500
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.500
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.500
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.429
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.354
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.319
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.318
Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs106:Dysrhythmia:1.000
Diagnosis:9ccs105:Conduction:0.707
Lab:292495 LEAD LEVEL - Sunrise:-0.190
Diagnosis:9ccs219:Low birth wt:0.136
Maternal Lab History: PLATELET COUNT-postPregnancy:0.128
Diagnosis:9ccs124:Tonsillitis:0.124
Diagnosis:9ccs47:Ot bnign neo:0.112
Maternal Lab History: WBC-postPregnancy:0.098
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.096
Diagnosis:9ccs213:Cardiac anom:0.092
Diagnosis:9ccs230:Fx leg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs230:Fx leg:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.447
Diagnosis:9ccs134:Ot uppr resp:0.085
Diagnosis:9ccs239:Superfic inj:0.077
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.071
Diagnosis:9ccs133:Oth low resp:0.069
Diagnosis:9ccs125:Bronchitis:0.044
Maternal Diagnosis:9ccs181:Ot preg comp:0.038
Diagnosis:9ccs253:Allergy:-0.024
Diagnosis:9ccs92:Otitis media:-0.021
Diagnosis:9ccs120:Hemmorhoids | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs120:Hemmorhoids:1.000
Diagnosis:9ccs3:Oth bact inf:0.315
Diagnosis:9ccs154:Gastroent:0.203
Newborn Diagnosis:9ccs94:Other ear dx:-0.131
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.104
Diagnosis:9ccs250:Nausea/vomit:0.103
Maternal Diagnosis:9ccs187:Malposition:0.095
Diagnosis:9ccs128:Asthma:0.095
Maternal Diagnosis:9ccs192:Umbil cord:0.089
Diagnosis:9ccs91:Other eye dx:0.081
Vital: BP-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs49:DiabMel no c | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs49:DiabMel no c:1.000
Diagnosis:9ccs64:Ot hematl dx:0.353
Diagnosis:9ccs0:No DX:0.106
Diagnosis:9ccs159:UTI:0.103
Maternal Diagnosis:9ccs187:Malposition:0.095
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.059
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.059
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.046
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.046
Maternal Diagnosis:9ccs190:Fetal distrs:0.045
Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs245:Syncope:1.000
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.707
Maternal Procedure History:93005-postPregnancy:0.578
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.407
Diagnosis:9ccs83:Epilepsy/cnv:0.341
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.315
Maternal Diagnosis:9ccs69:Affective dx:0.315
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.222
Newborn Diagnosis:9ccs253:Allergy:0.222
Diagnosis:9ccs205:Back problem:0.202
Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs70:Schizo/rl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs70:Schizo/rl dx:1.000
Diagnosis:9ccs95:Oth nerv dx:0.152
Diagnosis:9ccs113:Late eff CVD:0.106
Diagnosis:9ccs94:Other ear dx:0.082
Diagnosis:9ccs74:Ot mentl cnd:0.079
Diagnosis:9ccs151:Oth liver dx:0.073
Diagnosis:9ccs222:Perint jaund:0.072
Maternal Lab History: MCV-postPregnancy:0.058
Maternal Procedure History:36415-postPregnancy:-0.048
Maternal Diagnosis:9ccs190:Fetal distrs:0.045
Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs221:Resp distres:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.152
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.152
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.099
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.098
Diagnosis:9ccs128:Asthma:0.095
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.090
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.090
Diagnosis:9ccs122:Pneumonia:0.087
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.086
Diagnosis:9ccs142:Appendicitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs142:Appendicitis:1.000
Diagnosis:9ccs143:Abdom hernia:0.141
Newborn Diagnosis:9ccs217:Ot cong anom:0.137
Diagnosis:9ccs217:Ot cong anom:0.079
Maternal Diagnosis:9ccs176:Contraceptiv:0.074
Maternal Diagnosis:9ccs189:Prev c-sectn:0.055
Diagnosis:9ccs10:Immuniz/scrn:-0.053
Diagnosis:9ccs135:Intest infct:0.044
Diagnosis:9ccs125:Bronchitis:0.044
Diagnosis:9ccs90:Eye infectn:0.044
Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs254:Rehab | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs254:Rehab:1.000
Diagnosis:9ccs212:Ot bone dx:0.288
Diagnosis:9ccs247:Lymph enlarg:0.199
Diagnosis:9ccs259:Unclassified:0.091
Diagnosis:9ccs136:Teeth dx:0.084
Diagnosis:9ccs58:Ot nutrit dx:0.075
Diagnosis:9ccs151:Oth liver dx:0.073
MatDeliveryAge:0.059
Diagnosis:9ccs125:Bronchitis:0.044
Diagnosis:9ccs90:Eye infectn:0.044
Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:1.000
Maternal Lab History: HERPES I IgG-otherPregnancy:0.548
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.487
Maternal Lab History: GFR in African American-otherPregnancy:0.424
Maternal Lab History: GFR Calculation-otherPregnancy:0.423
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.259
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.230
Maternal Lab History: HCG-otherPregnancy:-0.224
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.216
Maternal Lab History: HERPES II IgG-otherPregnancy:0.215
Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.511
Correlated most with:
Lab:294147 FREE T4 - LMC:1.000
Lab:294205 TSH REFLEX TO FT4 - LMC:0.502
Diagnosis:9ccs48:Thyroid dsor:-0.353
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.221
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.221
Maternal Procedure History:90746-postPregnancy:0.143
Diagnosis:9ccs204:Ot joint dx:0.126
Diagnosis:9ccs242:Poisn ot med:0.126
Maternal Procedure History:86580-postPregnancy:0.117
Diagnosis:9ccs55:Fluid/elc dx:0.086
Diagnosis:9ccs2604:E Codes: Fire/burn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2604:E Codes: Fire/burn:1.000
Diagnosis:10ccs238:Complic proc:1.000
Diagnosis:9ccs204:Ot joint dx:0.377
Diagnosis:9ccs242:Poisn ot med:0.377
Diagnosis:9ccs251:Abdomnl pain:0.276
Diagnosis:9ccs167:Breast dx:0.266
Diagnosis:9ccs59:Anemia:0.083
Diagnosis:9ccs197:Skin infectn:0.073
Diagnosis:9ccs222:Perint jaund:0.072
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.071
Diagnosis:9ccs2618:E Codes: Other specified and classifiable | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:1.000
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.437
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.417
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.407
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.376
Maternal Lab History: GAMMA GT-postPregnancy:0.321
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.315
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.289
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.279
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.237
Vital : 0.947976282937
MatDeliveryAge : 0.0102284528529
Number of Visits : 0.00850938139065
Diagnosis : 0.0270914535927
Newborn Diagnosis : 0.00436295264674
Lab : 0.00183147657984
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_index_no_min_no_census
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_results_no_min_no_census
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_models_no_min_no_census.pkl
-----------------------------------------------------
girls no_min no_wt_bmi lasso
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.874, R^2 test: -3.278 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.688, R^2 test: -0.953 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.538, R^2 test: -0.507 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.052, R^2 test: -0.032 best alpha via bootstrap CV: 0.1 AUC Train: 0.632, Explained Variance Score Train: 0.052 AUC Validation: 0.635, Explained Variance Score Validation: 0.031 AUC Test: 0.608, Explained Variance Score Test: 0.021
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.786, R^2 test: -1.976 Bootstrap CV 0, alpha = 0.005, R^2 train: 0.611, R^2 test: -0.596 Bootstrap CV 0, alpha = 0.01, R^2 train: 0.504, R^2 test: -0.400 Bootstrap CV 0, alpha = 0.1, R^2 train: 0.035, R^2 test: -0.018 best alpha via bootstrap CV: 0.1 AUC Train: 0.710, Explained Variance Score Train: 0.035 AUC Validation: 0.635, Explained Variance Score Validation: 0.029 AUC Test: 0.535, Explained Variance Score Test: -0.006
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.839, R^2 test: -4.453
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.644, R^2 test: -1.247
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.528, R^2 test: -0.761
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.116, R^2 test: 0.001
best alpha via bootstrap CV: 0.1
AUC Train: 0.724, Explained Variance Score Train: 0.116
AUC Validation: 0.491, Explained Variance Score Validation: -0.030
AUC Test: 0.630, Explained Variance Score Test: 0.016
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.884, R^2 test: -3.240
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.703, R^2 test: -0.866
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.567, R^2 test: -0.389
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.107, R^2 test: 0.006
best alpha via bootstrap CV: 0.1
AUC Train: 0.753, Explained Variance Score Train: 0.107
AUC Validation: 0.585, Explained Variance Score Validation: 0.040
AUC Test: 0.597, Explained Variance Score Test: 0.022
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.829, R^2 test: -1.779
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.620, R^2 test: -0.432
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.473, R^2 test: -0.246
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.023, R^2 test: -0.003
best alpha via bootstrap CV: 0.1
AUC Train: 0.626, Explained Variance Score Train: 0.023
AUC Validation: 0.550, Explained Variance Score Validation: 0.000
AUC Test: 0.559, Explained Variance Score Test: -0.000
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.857, R^2 test: -2.262
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.633, R^2 test: -0.459
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.468, R^2 test: -0.270
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.030, R^2 test: -0.020
best alpha via bootstrap CV: 0.1
AUC Train: 0.667, Explained Variance Score Train: 0.030
AUC Validation: 0.580, Explained Variance Score Validation: 0.016
AUC Test: 0.526, Explained Variance Score Test: 0.002
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.900, R^2 test: -2.643
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.652, R^2 test: -0.629
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.493, R^2 test: -0.365
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.065, R^2 test: -0.002
best alpha via bootstrap CV: 0.1
AUC Train: 0.663, Explained Variance Score Train: 0.065
AUC Validation: 0.395, Explained Variance Score Validation: -0.014
AUC Test: 0.506, Explained Variance Score Test: -0.001
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.859, R^2 test: -5.124
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.691, R^2 test: -1.411
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.583, R^2 test: -0.713
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.040, R^2 test: -0.004
best alpha via bootstrap CV: 0.1
AUC Train: 0.430, Explained Variance Score Train: 0.040
AUC Validation: 0.435, Explained Variance Score Validation: -0.047
AUC Test: 0.508, Explained Variance Score Test: 0.000
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.870, R^2 test: -2.810
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.696, R^2 test: -0.902
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.591, R^2 test: -0.503
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.085, R^2 test: -0.019
best alpha via bootstrap CV: 0.1
AUC Train: 0.722, Explained Variance Score Train: 0.085
AUC Validation: 0.583, Explained Variance Score Validation: 0.016
AUC Test: 0.609, Explained Variance Score Test: 0.032
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.831, R^2 test: -2.495
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.612, R^2 test: -0.706
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.488, R^2 test: -0.436
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.058, R^2 test: -0.021
best alpha via bootstrap CV: 0.1
AUC Train: 0.762, Explained Variance Score Train: 0.058
AUC Validation: 0.340, Explained Variance Score Validation: -0.042
AUC Test: 0.426, Explained Variance Score Test: -0.021
total variables 1889 and total subjects: 1698
->AUC validation: 0.523 95% CI: [0.463 , 0.583]
->AUC test: 0.551 95% CI: [0.514 , 0.587]
->Explained Variance (R2) validation: 0.000 95% CI: [-0.019 , 0.019]
->Explained Variance (R2) test: 0.007 95% CI: [-0.003 , 0.016]
Test set metrics:
@threshold:1.622, sens:0.000, spec:1.000, ppv:0.000, acc:0.850, f1:0.000, total+:0, total-:339
@threshold:0.622, sens:0.000, spec:1.000, ppv:0.000, acc:0.850, f1:0.000, total+:0, total-:339
@threshold:0.567, sens:0.000, spec:0.993, ppv:0.000, acc:0.844, f1:0.000, total+:2, total-:337
@threshold:0.564, sens:0.000, spec:0.990, ppv:0.000, acc:0.841, f1:0.000, total+:3, total-:336
@threshold:0.558, sens:0.020, spec:0.990, ppv:0.250, acc:0.844, f1:0.036, total+:4, total-:335
@threshold:0.526, sens:0.059, spec:0.986, ppv:0.429, acc:0.847, f1:0.103, total+:7, total-:332
@threshold:0.488, sens:0.078, spec:0.976, ppv:0.364, acc:0.841, f1:0.129, total+:11, total-:328
@threshold:0.470, sens:0.078, spec:0.972, ppv:0.333, acc:0.838, f1:0.127, total+:12, total-:327
@threshold:0.431, sens:0.098, spec:0.951, ppv:0.263, acc:0.823, f1:0.143, total+:19, total-:320
@threshold:0.421, sens:0.118, spec:0.948, ppv:0.286, acc:0.823, f1:0.167, total+:21, total-:318
@threshold:0.375, sens:0.137, spec:0.927, ppv:0.250, acc:0.808, f1:0.177, total+:28, total-:311
@threshold:0.370, sens:0.137, spec:0.924, ppv:0.241, acc:0.805, f1:0.175, total+:29, total-:310
@threshold:0.356, sens:0.157, spec:0.917, ppv:0.250, acc:0.802, f1:0.193, total+:32, total-:307
@threshold:0.353, sens:0.157, spec:0.913, ppv:0.242, acc:0.799, f1:0.190, total+:33, total-:306
@threshold:0.352, sens:0.176, spec:0.913, ppv:0.265, acc:0.802, f1:0.212, total+:34, total-:305
@threshold:0.349, sens:0.176, spec:0.910, ppv:0.257, acc:0.799, f1:0.209, total+:35, total-:304
@threshold:0.337, sens:0.196, spec:0.903, ppv:0.263, acc:0.796, f1:0.225, total+:38, total-:301
@threshold:0.334, sens:0.196, spec:0.899, ppv:0.256, acc:0.794, f1:0.222, total+:39, total-:300
@threshold:0.325, sens:0.216, spec:0.896, ppv:0.268, acc:0.794, f1:0.239, total+:41, total-:298
@threshold:0.320, sens:0.216, spec:0.892, ppv:0.262, acc:0.791, f1:0.237, total+:42, total-:297
@threshold:0.302, sens:0.235, spec:0.882, ppv:0.261, acc:0.785, f1:0.247, total+:46, total-:293
@threshold:0.302, sens:0.235, spec:0.878, ppv:0.255, acc:0.782, f1:0.245, total+:47, total-:292
@threshold:0.278, sens:0.255, spec:0.847, ppv:0.228, acc:0.758, f1:0.241, total+:57, total-:282
@threshold:0.277, sens:0.255, spec:0.844, ppv:0.224, acc:0.755, f1:0.239, total+:58, total-:281
@threshold:0.265, sens:0.275, spec:0.823, ppv:0.215, acc:0.740, f1:0.241, total+:65, total-:274
@threshold:0.263, sens:0.275, spec:0.819, ppv:0.212, acc:0.737, f1:0.239, total+:66, total-:273
@threshold:0.222, sens:0.294, spec:0.743, ppv:0.169, acc:0.676, f1:0.214, total+:89, total-:250
@threshold:0.222, sens:0.294, spec:0.740, ppv:0.167, acc:0.673, f1:0.213, total+:90, total-:249
@threshold:0.218, sens:0.314, spec:0.729, ppv:0.170, acc:0.667, f1:0.221, total+:94, total-:245
@threshold:0.217, sens:0.333, spec:0.726, ppv:0.177, acc:0.667, f1:0.231, total+:96, total-:243
@threshold:0.201, sens:0.353, spec:0.701, ppv:0.173, acc:0.649, f1:0.232, total+:104, total-:235
@threshold:0.201, sens:0.353, spec:0.698, ppv:0.171, acc:0.646, f1:0.231, total+:105, total-:234
@threshold:0.196, sens:0.373, spec:0.684, ppv:0.173, acc:0.637, f1:0.236, total+:110, total-:229
@threshold:0.195, sens:0.373, spec:0.681, ppv:0.171, acc:0.634, f1:0.235, total+:111, total-:228
@threshold:0.194, sens:0.392, spec:0.681, ppv:0.179, acc:0.637, f1:0.245, total+:112, total-:227
@threshold:0.194, sens:0.392, spec:0.677, ppv:0.177, acc:0.634, f1:0.244, total+:113, total-:226
@threshold:0.192, sens:0.412, spec:0.663, ppv:0.178, acc:0.625, f1:0.249, total+:118, total-:221
@threshold:0.190, sens:0.412, spec:0.660, ppv:0.176, acc:0.622, f1:0.247, total+:119, total-:220
@threshold:0.189, sens:0.431, spec:0.660, ppv:0.183, acc:0.625, f1:0.257, total+:120, total-:219
@threshold:0.185, sens:0.451, spec:0.656, ppv:0.189, acc:0.625, f1:0.266, total+:122, total-:217
@threshold:0.185, sens:0.471, spec:0.653, ppv:0.194, acc:0.625, f1:0.274, total+:124, total-:215
@threshold:0.184, sens:0.471, spec:0.649, ppv:0.192, acc:0.622, f1:0.273, total+:125, total-:214
@threshold:0.179, sens:0.490, spec:0.632, ppv:0.191, acc:0.611, f1:0.275, total+:131, total-:208
@threshold:0.177, sens:0.490, spec:0.628, ppv:0.189, acc:0.608, f1:0.273, total+:132, total-:207
@threshold:0.153, sens:0.510, spec:0.549, ppv:0.167, acc:0.543, f1:0.251, total+:156, total-:183
@threshold:0.153, sens:0.510, spec:0.545, ppv:0.166, acc:0.540, f1:0.250, total+:157, total-:182
@threshold:0.152, sens:0.529, spec:0.542, ppv:0.170, acc:0.540, f1:0.257, total+:159, total-:180
@threshold:0.152, sens:0.529, spec:0.538, ppv:0.169, acc:0.537, f1:0.256, total+:160, total-:179
@threshold:0.149, sens:0.549, spec:0.538, ppv:0.174, acc:0.540, f1:0.264, total+:161, total-:178
@threshold:0.149, sens:0.549, spec:0.535, ppv:0.173, acc:0.537, f1:0.263, total+:162, total-:177
@threshold:0.145, sens:0.569, spec:0.510, ppv:0.171, acc:0.519, f1:0.262, total+:170, total-:169
@threshold:0.144, sens:0.569, spec:0.507, ppv:0.170, acc:0.516, f1:0.261, total+:171, total-:168
@threshold:0.141, sens:0.647, spec:0.483, ppv:0.181, acc:0.507, f1:0.283, total+:182, total-:157
@threshold:0.141, sens:0.647, spec:0.479, ppv:0.180, acc:0.504, f1:0.282, total+:183, total-:156
@threshold:0.139, sens:0.667, spec:0.476, ppv:0.184, acc:0.504, f1:0.288, total+:185, total-:154
@threshold:0.134, sens:0.686, spec:0.472, ppv:0.187, acc:0.504, f1:0.294, total+:187, total-:152
@threshold:0.131, sens:0.706, spec:0.472, ppv:0.191, acc:0.507, f1:0.301, total+:188, total-:151
@threshold:0.131, sens:0.706, spec:0.469, ppv:0.190, acc:0.504, f1:0.300, total+:189, total-:150
@threshold:0.129, sens:0.725, spec:0.462, ppv:0.193, acc:0.501, f1:0.305, total+:192, total-:147
@threshold:0.128, sens:0.745, spec:0.458, ppv:0.196, acc:0.501, f1:0.310, total+:194, total-:145
@threshold:0.125, sens:0.765, spec:0.451, ppv:0.198, acc:0.499, f1:0.315, total+:197, total-:142
@threshold:0.123, sens:0.765, spec:0.448, ppv:0.197, acc:0.496, f1:0.313, total+:198, total-:141
@threshold:0.122, sens:0.784, spec:0.448, ppv:0.201, acc:0.499, f1:0.320, total+:199, total-:140
@threshold:0.119, sens:0.784, spec:0.444, ppv:0.200, acc:0.496, f1:0.319, total+:200, total-:139
@threshold:0.110, sens:0.804, spec:0.406, ppv:0.193, acc:0.466, f1:0.312, total+:212, total-:127
@threshold:0.110, sens:0.804, spec:0.403, ppv:0.192, acc:0.463, f1:0.311, total+:213, total-:126
@threshold:0.101, sens:0.804, spec:0.375, ppv:0.186, acc:0.440, f1:0.301, total+:221, total-:118
@threshold:0.101, sens:0.804, spec:0.372, ppv:0.185, acc:0.437, f1:0.300, total+:222, total-:117
@threshold:0.080, sens:0.824, spec:0.333, ppv:0.179, acc:0.407, f1:0.295, total+:234, total-:105
@threshold:0.080, sens:0.824, spec:0.330, ppv:0.179, acc:0.404, f1:0.294, total+:235, total-:104
@threshold:0.067, sens:0.843, spec:0.316, ppv:0.179, acc:0.395, f1:0.296, total+:240, total-:99
@threshold:0.066, sens:0.843, spec:0.312, ppv:0.178, acc:0.392, f1:0.295, total+:241, total-:98
@threshold:0.048, sens:0.863, spec:0.278, ppv:0.175, acc:0.366, f1:0.290, total+:252, total-:87
@threshold:0.048, sens:0.863, spec:0.274, ppv:0.174, acc:0.363, f1:0.289, total+:253, total-:86
@threshold:0.046, sens:0.882, spec:0.271, ppv:0.176, acc:0.363, f1:0.294, total+:255, total-:84
@threshold:0.044, sens:0.882, spec:0.267, ppv:0.176, acc:0.360, f1:0.293, total+:256, total-:83
@threshold:0.034, sens:0.902, spec:0.257, ppv:0.177, acc:0.354, f1:0.296, total+:260, total-:79
@threshold:0.034, sens:0.902, spec:0.253, ppv:0.176, acc:0.351, f1:0.295, total+:261, total-:78
@threshold:0.029, sens:0.922, spec:0.253, ppv:0.179, acc:0.354, f1:0.300, total+:262, total-:77
@threshold:0.028, sens:0.922, spec:0.250, ppv:0.179, acc:0.351, f1:0.299, total+:263, total-:76
@threshold:0.017, sens:0.941, spec:0.229, ppv:0.178, acc:0.336, f1:0.299, total+:270, total-:69
@threshold:0.017, sens:0.941, spec:0.226, ppv:0.177, acc:0.333, f1:0.298, total+:271, total-:68
@threshold:-0.121, sens:0.961, spec:0.080, ppv:0.156, acc:0.212, f1:0.268, total+:314, total-:25
@threshold:-0.127, sens:0.961, spec:0.076, ppv:0.156, acc:0.209, f1:0.268, total+:315, total-:24
@threshold:-0.219, sens:0.980, spec:0.021, ppv:0.151, acc:0.165, f1:0.261, total+:332, total-:7
@threshold:-0.239, sens:0.980, spec:0.017, ppv:0.150, acc:0.162, f1:0.260, total+:333, total-:6
@threshold:-0.302, sens:1.000, spec:0.003, ppv:0.151, acc:0.153, f1:0.262, total+:338, total-:1
Vital: HC-latest | coef 0.035 95% CI: [0.016 , 0.055] | OR_adj 1.036 [1.016 1.056] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.617
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-gain0to24 | coef 0.029 95% CI: [-0.007 , 0.065] | OR_adj 1.030 [0.993 1.068] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.564
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg13to16 | coef 0.023 95% CI: [-0.020 , 0.067] | OR_adj 1.024 [0.980 1.069] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.573
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.016 95% CI: [-0.014 , 0.046] | OR_adj 1.016 [0.987 1.047] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.531
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain16to24 | coef 0.014 95% CI: [-0.012 , 0.040] | OR_adj 1.014 [0.988 1.041] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg0to1 | coef -0.014 95% CI: [-0.028 , -0.000] | OR_adj 0.986 [0.973 1.000] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.013 95% CI: [-0.011 , 0.037] | OR_adj 1.013 [0.989 1.038] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.531
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg10to13 | coef 0.013 95% CI: [0.001 , 0.025] | OR_adj 1.013 [1.001 1.025] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg10to13 | coef 0.011 95% CI: [-0.004 , 0.027] | OR_adj 1.011 [0.996 1.027] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef -0.009 95% CI: [-0.027 , 0.008] | OR_adj 0.991 [0.974 1.008] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.574
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg1to3 | coef 0.008 95% CI: [-0.008 , 0.025] | OR_adj 1.008 [0.992 1.025] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg16to19 | coef 0.008 95% CI: [-0.007 , 0.022] | OR_adj 1.008 [0.993 1.022] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg13to16 | coef 0.007 95% CI: [-0.006 , 0.019] | OR_adj 1.007 [0.994 1.019] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.601
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-postPregnancy | coef -0.006 95% CI: [-0.018 , 0.005] | OR_adj 0.994 [0.982 1.005] | occ: 544 | OR_unadj: 0.933 [0.645 1.348] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg5to7 | coef -0.006 95% CI: [-0.013 , 0.002] | OR_adj 0.994 [0.987 1.002] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain1to5 | coef 0.005 95% CI: [-0.004 , 0.015] | OR_adj 1.005 [0.996 1.015] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.576
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg5to7 | coef 0.005 95% CI: [-0.003 , 0.013] | OR_adj 1.005 [0.997 1.013] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.461
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-gain7to13 | coef -0.005 95% CI: [-0.019 , 0.010] | OR_adj 0.995 [0.981 1.010] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.544
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain16to24 | coef 0.004 95% CI: [-0.003 , 0.011] | OR_adj 1.004 [0.997 1.011] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.461
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg0to1 | coef 0.003 95% CI: [-0.002 , 0.008] | OR_adj 1.003 [0.998 1.008] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef -0.003 95% CI: [-0.008 , 0.002] | OR_adj 0.997 [0.992 1.002] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.468
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain10to16 | coef 0.002 95% CI: [-0.002 , 0.007] | OR_adj 1.002 [0.998 1.007] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-latest | coef 0.002 95% CI: [-0.001 , 0.006] | OR_adj 1.002 [0.999 1.006] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg10to13 | coef 0.002 95% CI: [-0.002 , 0.007] | OR_adj 1.002 [0.998 1.007] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.617
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain16to24 | coef -0.002 95% CI: [-0.012 , 0.007] | OR_adj 0.998 [0.988 1.007] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.457
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.002 95% CI: [-0.002 , 0.007] | OR_adj 1.002 [0.998 1.007] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg16to19 | coef 0.002 95% CI: [-0.002 , 0.006] | OR_adj 1.002 [0.998 1.006] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.564
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.577
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef -0.002 95% CI: [-0.004 , 0.001] | OR_adj 0.998 [0.996 1.001] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain7to13 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain1to5 | coef -0.001 95% CI: [-0.002 , 0.000] | OR_adj 0.999 [0.998 1.000] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Number of Visits | coef -0.000 95% CI: [-0.018 , 0.018] | OR_adj 1.000 [0.982 1.018] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 0.141767450743
Census : 0.0196663118827
Number of Visits : -0.00012069239796
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_index_no_min_no_wt_bmi
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_results_no_min_no_wt_bmi
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_models_no_min_no_wt_bmi.pkl
-----------------------------------------------------
girls no_min no_wt_bmi randomforest
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: -0.205
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.782, R^2 test: -0.160
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.581, R^2 test: -0.133
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.494, R^2 test: -0.111
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.952, Explained Variance Score Train: 0.494
AUC Validation: 0.651, Explained Variance Score Validation: 0.103
AUC Test: 0.536, Explained Variance Score Test: -0.056
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.866, R^2 test: -0.172
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.800, R^2 test: -0.150
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.615, R^2 test: -0.075
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.526, R^2 test: -0.062
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.922, Explained Variance Score Train: 0.526
AUC Validation: 0.605, Explained Variance Score Validation: 0.003
AUC Test: 0.607, Explained Variance Score Test: -0.026
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.844, R^2 test: -0.110
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.792, R^2 test: -0.061
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.613, R^2 test: -0.040
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.519, R^2 test: -0.035
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.959, Explained Variance Score Train: 0.519
AUC Validation: 0.620, Explained Variance Score Validation: 0.029
AUC Test: 0.574, Explained Variance Score Test: -0.027
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.838, R^2 test: -0.177
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.718, R^2 test: -0.099
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.511, R^2 test: -0.064
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.435, R^2 test: -0.058
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.946, Explained Variance Score Train: 0.435
AUC Validation: 0.513, Explained Variance Score Validation: 0.012
AUC Test: 0.624, Explained Variance Score Test: -0.025
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: -0.407
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.743, R^2 test: -0.137
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.534, R^2 test: -0.064
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.445, R^2 test: -0.051
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.931, Explained Variance Score Train: 0.445
AUC Validation: 0.507, Explained Variance Score Validation: 0.029
AUC Test: 0.627, Explained Variance Score Test: -0.022
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.229
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.747, R^2 test: -0.084
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.526, R^2 test: -0.001
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.444, R^2 test: 0.018
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.945, Explained Variance Score Train: 0.444
AUC Validation: 0.578, Explained Variance Score Validation: -0.018
AUC Test: 0.649, Explained Variance Score Test: 0.024
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.846, R^2 test: -0.844
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.714, R^2 test: -0.296
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.499, R^2 test: -0.111
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.407, R^2 test: -0.087
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.968, Explained Variance Score Train: 0.407
AUC Validation: 0.567, Explained Variance Score Validation: 0.010
AUC Test: 0.559, Explained Variance Score Test: -0.034
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.866, R^2 test: -0.344
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.782, R^2 test: -0.210
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.566, R^2 test: -0.133
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.473, R^2 test: -0.113
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.934, Explained Variance Score Train: 0.473
AUC Validation: 0.613, Explained Variance Score Validation: -0.027
AUC Test: 0.597, Explained Variance Score Test: -0.056
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: -0.185
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.766, R^2 test: -0.173
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.567, R^2 test: -0.104
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.481, R^2 test: -0.081
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.949, Explained Variance Score Train: 0.481
AUC Validation: 0.788, Explained Variance Score Validation: 0.152
AUC Test: 0.597, Explained Variance Score Test: -0.044
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.108
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.795, R^2 test: -0.054
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.598, R^2 test: -0.019
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.499, R^2 test: -0.011
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.962, Explained Variance Score Train: 0.499
AUC Validation: 0.570, Explained Variance Score Validation: -0.014
AUC Test: 0.551, Explained Variance Score Test: -0.010
total variables 1889 and total subjects: 1698
->AUC validation: 0.601 95% CI: [0.554 , 0.648]
->AUC test: 0.592 95% CI: [0.571 , 0.613]
->Explained Variance (R2) validation: 0.028 95% CI: [-0.005 , 0.061]
->Explained Variance (R2) test: -0.028 95% CI: [-0.042 , -0.014]
Test set metrics:
@threshold:1.954, sens:0.000, spec:1.000, ppv:0.000, acc:0.858, f1:0.000, total+:0, total-:339
@threshold:0.954, sens:0.000, spec:1.000, ppv:0.000, acc:0.858, f1:0.000, total+:0, total-:339
@threshold:0.705, sens:0.000, spec:0.990, ppv:0.000, acc:0.850, f1:0.000, total+:3, total-:336
@threshold:0.699, sens:0.000, spec:0.986, ppv:0.000, acc:0.847, f1:0.000, total+:4, total-:335
@threshold:0.666, sens:0.021, spec:0.986, ppv:0.200, acc:0.850, f1:0.038, total+:5, total-:334
@threshold:0.655, sens:0.021, spec:0.983, ppv:0.167, acc:0.847, f1:0.037, total+:6, total-:333
@threshold:0.578, sens:0.042, spec:0.952, ppv:0.125, acc:0.823, f1:0.062, total+:16, total-:323
@threshold:0.543, sens:0.083, spec:0.948, ppv:0.211, acc:0.826, f1:0.119, total+:19, total-:320
@threshold:0.519, sens:0.104, spec:0.938, ppv:0.217, acc:0.820, f1:0.141, total+:23, total-:316
@threshold:0.514, sens:0.104, spec:0.935, ppv:0.208, acc:0.817, f1:0.139, total+:24, total-:315
@threshold:0.509, sens:0.125, spec:0.931, ppv:0.231, acc:0.817, f1:0.162, total+:26, total-:313
@threshold:0.509, sens:0.125, spec:0.928, ppv:0.222, acc:0.814, f1:0.160, total+:27, total-:312
@threshold:0.494, sens:0.146, spec:0.918, ppv:0.226, acc:0.808, f1:0.177, total+:31, total-:308
@threshold:0.489, sens:0.146, spec:0.914, ppv:0.219, acc:0.805, f1:0.175, total+:32, total-:307
@threshold:0.481, sens:0.167, spec:0.914, ppv:0.242, acc:0.808, f1:0.198, total+:33, total-:306
@threshold:0.474, sens:0.167, spec:0.911, ppv:0.235, acc:0.805, f1:0.195, total+:34, total-:305
@threshold:0.465, sens:0.188, spec:0.907, ppv:0.250, acc:0.805, f1:0.214, total+:36, total-:303
@threshold:0.463, sens:0.188, spec:0.904, ppv:0.243, acc:0.802, f1:0.212, total+:37, total-:302
@threshold:0.460, sens:0.208, spec:0.900, ppv:0.256, acc:0.802, f1:0.230, total+:39, total-:300
@threshold:0.459, sens:0.208, spec:0.897, ppv:0.250, acc:0.799, f1:0.227, total+:40, total-:299
@threshold:0.443, sens:0.229, spec:0.893, ppv:0.262, acc:0.799, f1:0.244, total+:42, total-:297
@threshold:0.443, sens:0.229, spec:0.890, ppv:0.256, acc:0.796, f1:0.242, total+:43, total-:296
@threshold:0.441, sens:0.250, spec:0.887, ppv:0.267, acc:0.796, f1:0.258, total+:45, total-:294
@threshold:0.441, sens:0.250, spec:0.883, ppv:0.261, acc:0.794, f1:0.255, total+:46, total-:293
@threshold:0.403, sens:0.271, spec:0.852, ppv:0.232, acc:0.770, f1:0.250, total+:56, total-:283
@threshold:0.400, sens:0.271, spec:0.849, ppv:0.228, acc:0.767, f1:0.248, total+:57, total-:282
@threshold:0.376, sens:0.292, spec:0.842, ppv:0.233, acc:0.764, f1:0.259, total+:60, total-:279
@threshold:0.373, sens:0.292, spec:0.838, ppv:0.230, acc:0.761, f1:0.257, total+:61, total-:278
@threshold:0.365, sens:0.312, spec:0.838, ppv:0.242, acc:0.764, f1:0.273, total+:62, total-:277
@threshold:0.365, sens:0.312, spec:0.835, ppv:0.238, acc:0.761, f1:0.270, total+:63, total-:276
@threshold:0.358, sens:0.333, spec:0.832, ppv:0.246, acc:0.761, f1:0.283, total+:65, total-:274
@threshold:0.357, sens:0.333, spec:0.828, ppv:0.242, acc:0.758, f1:0.281, total+:66, total-:273
@threshold:0.298, sens:0.354, spec:0.763, ppv:0.198, acc:0.705, f1:0.254, total+:86, total-:253
@threshold:0.295, sens:0.354, spec:0.759, ppv:0.195, acc:0.702, f1:0.252, total+:87, total-:252
@threshold:0.268, sens:0.375, spec:0.722, ppv:0.182, acc:0.673, f1:0.245, total+:99, total-:240
@threshold:0.268, sens:0.375, spec:0.718, ppv:0.180, acc:0.670, f1:0.243, total+:100, total-:239
@threshold:0.237, sens:0.396, spec:0.674, ppv:0.167, acc:0.634, f1:0.235, total+:114, total-:225
@threshold:0.228, sens:0.417, spec:0.670, ppv:0.172, acc:0.634, f1:0.244, total+:116, total-:223
@threshold:0.221, sens:0.438, spec:0.667, ppv:0.178, acc:0.634, f1:0.253, total+:118, total-:221
@threshold:0.218, sens:0.438, spec:0.663, ppv:0.176, acc:0.631, f1:0.251, total+:119, total-:220
@threshold:0.213, sens:0.458, spec:0.653, ppv:0.179, acc:0.625, f1:0.257, total+:123, total-:216
@threshold:0.211, sens:0.458, spec:0.649, ppv:0.177, acc:0.622, f1:0.256, total+:124, total-:215
@threshold:0.200, sens:0.479, spec:0.643, ppv:0.181, acc:0.619, f1:0.263, total+:127, total-:212
@threshold:0.200, sens:0.479, spec:0.639, ppv:0.180, acc:0.617, f1:0.261, total+:128, total-:211
@threshold:0.200, sens:0.500, spec:0.639, ppv:0.186, acc:0.619, f1:0.271, total+:129, total-:210
@threshold:0.193, sens:0.500, spec:0.636, ppv:0.185, acc:0.617, f1:0.270, total+:130, total-:209
@threshold:0.188, sens:0.521, spec:0.632, ppv:0.189, acc:0.617, f1:0.278, total+:132, total-:207
@threshold:0.187, sens:0.521, spec:0.629, ppv:0.188, acc:0.614, f1:0.276, total+:133, total-:206
@threshold:0.185, sens:0.542, spec:0.622, ppv:0.191, acc:0.611, f1:0.283, total+:136, total-:203
@threshold:0.184, sens:0.542, spec:0.619, ppv:0.190, acc:0.608, f1:0.281, total+:137, total-:202
@threshold:0.168, sens:0.562, spec:0.601, ppv:0.189, acc:0.596, f1:0.283, total+:143, total-:196
@threshold:0.166, sens:0.583, spec:0.598, ppv:0.193, acc:0.596, f1:0.290, total+:145, total-:194
@threshold:0.156, sens:0.604, spec:0.591, ppv:0.196, acc:0.593, f1:0.296, total+:148, total-:191
@threshold:0.155, sens:0.604, spec:0.588, ppv:0.195, acc:0.590, f1:0.294, total+:149, total-:190
@threshold:0.152, sens:0.625, spec:0.584, ppv:0.199, acc:0.590, f1:0.302, total+:151, total-:188
@threshold:0.151, sens:0.625, spec:0.581, ppv:0.197, acc:0.587, f1:0.300, total+:152, total-:187
@threshold:0.150, sens:0.646, spec:0.581, ppv:0.203, acc:0.590, f1:0.308, total+:153, total-:186
@threshold:0.149, sens:0.646, spec:0.577, ppv:0.201, acc:0.587, f1:0.307, total+:154, total-:185
@threshold:0.134, sens:0.667, spec:0.567, ppv:0.203, acc:0.581, f1:0.311, total+:158, total-:181
@threshold:0.131, sens:0.667, spec:0.564, ppv:0.201, acc:0.578, f1:0.309, total+:159, total-:180
@threshold:0.086, sens:0.688, spec:0.526, ppv:0.193, acc:0.549, f1:0.301, total+:171, total-:168
@threshold:0.083, sens:0.688, spec:0.522, ppv:0.192, acc:0.546, f1:0.300, total+:172, total-:167
@threshold:0.050, sens:0.708, spec:0.478, ppv:0.183, acc:0.510, f1:0.291, total+:186, total-:153
@threshold:0.045, sens:0.729, spec:0.474, ppv:0.186, acc:0.510, f1:0.297, total+:188, total-:151
@threshold:-0.041, sens:0.750, spec:0.351, ppv:0.160, acc:0.407, f1:0.264, total+:225, total-:114
@threshold:-0.043, sens:0.750, spec:0.347, ppv:0.159, acc:0.404, f1:0.263, total+:226, total-:113
@threshold:-0.146, sens:0.771, spec:0.237, ppv:0.143, acc:0.313, f1:0.241, total+:259, total-:80
@threshold:-0.148, sens:0.771, spec:0.234, ppv:0.142, acc:0.310, f1:0.240, total+:260, total-:79
@threshold:-0.156, sens:0.792, spec:0.227, ppv:0.144, acc:0.307, f1:0.244, total+:263, total-:76
@threshold:-0.158, sens:0.792, spec:0.223, ppv:0.144, acc:0.304, f1:0.244, total+:264, total-:75
@threshold:-0.185, sens:0.812, spec:0.199, ppv:0.143, acc:0.286, f1:0.244, total+:272, total-:67
@threshold:-0.191, sens:0.833, spec:0.196, ppv:0.146, acc:0.286, f1:0.248, total+:274, total-:65
@threshold:-0.197, sens:0.854, spec:0.186, ppv:0.147, acc:0.280, f1:0.252, total+:278, total-:61
@threshold:-0.209, sens:0.854, spec:0.182, ppv:0.147, acc:0.277, f1:0.251, total+:279, total-:60
@threshold:-0.318, sens:0.875, spec:0.072, ppv:0.135, acc:0.186, f1:0.233, total+:312, total-:27
@threshold:-0.327, sens:0.875, spec:0.069, ppv:0.134, acc:0.183, f1:0.233, total+:313, total-:26
@threshold:-0.353, sens:0.896, spec:0.052, ppv:0.135, acc:0.171, f1:0.234, total+:319, total-:20
@threshold:-0.359, sens:0.938, spec:0.048, ppv:0.140, acc:0.174, f1:0.243, total+:322, total-:17
@threshold:-0.452, sens:0.958, spec:0.021, ppv:0.139, acc:0.153, f1:0.243, total+:331, total-:8
@threshold:-0.462, sens:0.958, spec:0.017, ppv:0.139, acc:0.150, f1:0.242, total+:332, total-:7
@threshold:-0.529, sens:0.979, spec:0.007, ppv:0.140, acc:0.145, f1:0.245, total+:336, total-:3
@threshold:-0.532, sens:0.979, spec:0.003, ppv:0.139, acc:0.142, f1:0.244, total+:337, total-:2
@threshold:-0.534, sens:1.000, spec:0.003, ppv:0.142, acc:0.145, f1:0.249, total+:338, total-:1
Vital: Ht-gain16to24 | coef 0.042 95% CI: [0.026 , 0.058] | OR_adj 1.043 [1.026 1.059] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg13to16 | coef 0.024 95% CI: [0.005 , 0.042] | OR_adj 1.024 [1.005 1.043] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.624
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain16to24 | coef 0.023 95% CI: [0.003 , 0.043] | OR_adj 1.023 [1.003 1.044] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
MatDeliveryAge | coef 0.022 95% CI: [0.017 , 0.028] | OR_adj 1.023 [1.017 1.028] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg16to19 | coef 0.022 95% CI: [0.008 , 0.036] | OR_adj 1.022 [1.008 1.037] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.657
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Number of Visits | coef 0.021 95% CI: [0.016 , 0.026] | OR_adj 1.022 [1.016 1.027] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.452
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg19to24 | coef 0.021 95% CI: [0.010 , 0.032] | OR_adj 1.021 [1.010 1.032] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-gain7to13 | coef 0.019 95% CI: [0.011 , 0.028] | OR_adj 1.019 [1.011 1.028] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain7to13 | coef 0.019 95% CI: [0.001 , 0.037] | OR_adj 1.019 [1.001 1.037] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg1to3 | coef 0.019 95% CI: [0.008 , 0.029] | OR_adj 1.019 [1.008 1.030] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain13to19 | coef 0.018 95% CI: [0.010 , 0.026] | OR_adj 1.018 [1.010 1.026] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.546
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-latest | coef 0.017 95% CI: [0.011 , 0.023] | OR_adj 1.017 [1.012 1.023] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.630
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg7to10 | coef 0.017 95% CI: [0.010 , 0.024] | OR_adj 1.017 [1.010 1.024] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.593
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg10to13 | coef 0.016 95% CI: [0.011 , 0.021] | OR_adj 1.016 [1.011 1.022] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-latest | coef 0.015 95% CI: [0.007 , 0.023] | OR_adj 1.015 [1.007 1.023] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.598
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg0to1 | coef 0.015 95% CI: [0.006 , 0.023] | OR_adj 1.015 [1.006 1.023] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg10to13 | coef 0.015 95% CI: [0.009 , 0.020] | OR_adj 1.015 [1.009 1.020] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.554
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain0to3 | coef 0.015 95% CI: [0.004 , 0.025] | OR_adj 1.015 [1.004 1.025] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg5to7 | coef 0.015 95% CI: [0.004 , 0.025] | OR_adj 1.015 [1.004 1.025] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg13to16 | coef 0.015 95% CI: [0.005 , 0.024] | OR_adj 1.015 [1.005 1.024] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg16to19 | coef 0.014 95% CI: [0.009 , 0.020] | OR_adj 1.015 [1.009 1.020] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-latest | coef 0.014 95% CI: [0.010 , 0.017] | OR_adj 1.014 [1.010 1.017] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.554
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain10to16 | coef 0.013 95% CI: [0.006 , 0.019] | OR_adj 1.013 [1.006 1.020] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg0to1 | coef 0.012 95% CI: [0.008 , 0.016] | OR_adj 1.012 [1.008 1.016] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg1to3 | coef 0.012 95% CI: [0.009 , 0.015] | OR_adj 1.012 [1.009 1.015] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.012 95% CI: [0.005 , 0.019] | OR_adj 1.012 [1.005 1.019] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg0to1 | coef 0.011 95% CI: [0.007 , 0.015] | OR_adj 1.011 [1.007 1.015] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain3to7 | coef 0.011 95% CI: [0.006 , 0.016] | OR_adj 1.011 [1.006 1.016] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg5to7 | coef 0.011 95% CI: [0.005 , 0.017] | OR_adj 1.011 [1.005 1.017] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.548
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-postPregnancy | coef 0.011 95% CI: [0.006 , 0.016] | OR_adj 1.011 [1.006 1.016] | occ: 666 | OR_unadj: 1.322 [0.954 1.832] | indivs AUC:0.546
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg19to24 | coef 0.011 95% CI: [0.004 , 0.017] | OR_adj 1.011 [1.004 1.017] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.573
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.011 95% CI: [0.003 , 0.018] | OR_adj 1.011 [1.003 1.018] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg7to10 | coef 0.011 95% CI: [0.007 , 0.014] | OR_adj 1.011 [1.007 1.014] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.567
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg10to13 | coef 0.010 95% CI: [-0.001 , 0.021] | OR_adj 1.010 [0.999 1.022] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.538
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg13to16 | coef 0.010 95% CI: [0.002 , 0.019] | OR_adj 1.010 [1.002 1.019] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.570
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg3to5 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.013] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.461
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg1to3 | coef 0.010 95% CI: [0.006 , 0.014] | OR_adj 1.010 [1.006 1.014] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg3to5 | coef 0.010 95% CI: [0.006 , 0.014] | OR_adj 1.010 [1.006 1.014] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.592
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain1to5 | coef 0.010 95% CI: [0.007 , 0.012] | OR_adj 1.010 [1.007 1.012] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg10to13 | coef 0.009 95% CI: [0.007 , 0.012] | OR_adj 1.009 [1.007 1.012] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.577
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg7to10 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.447
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain5to10 | coef 0.009 95% CI: [0.006 , 0.012] | OR_adj 1.009 [1.006 1.012] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-latest | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.564
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg5to7 | coef 0.008 95% CI: [0.005 , 0.012] | OR_adj 1.008 [1.005 1.012] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.546
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain0to3 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.008 95% CI: [0.003 , 0.013] | OR_adj 1.008 [1.003 1.013] | occ: 1013 | OR_unadj: 0.877 [0.644 1.195] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.008 95% CI: [0.002 , 0.014] | OR_adj 1.008 [1.002 1.014] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.550
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.011] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.446
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain5to10 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.464
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain0to24 | coef 0.007 95% CI: [0.004 , 0.011] | OR_adj 1.007 [1.004 1.011] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.575
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain7to13 | coef 0.007 95% CI: [0.004 , 0.011] | OR_adj 1.007 [1.004 1.011] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.475
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain3to7 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain1to5 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.595
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.007 95% CI: [0.003 , 0.012] | OR_adj 1.007 [1.003 1.012] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.551
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain13to19 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.466
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain13to19 | coef 0.007 95% CI: [0.003 , 0.010] | OR_adj 1.007 [1.003 1.010] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.562
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.442
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg16to19 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.587
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1060 | OR_unadj: 1.433 [1.080 1.900] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-postPregnancy | coef 0.006 95% CI: [0.002 , 0.010] | OR_adj 1.006 [1.002 1.010] | occ: 544 | OR_unadj: 0.933 [0.645 1.348] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 994 | OR_unadj: 1.205 [0.891 1.630] | indivs AUC:0.443
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg3to5 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg16to19 | coef 0.006 95% CI: [0.001 , 0.011] | OR_adj 1.006 [1.001 1.011] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.585
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.006 95% CI: [0.002 , 0.009] | OR_adj 1.006 [1.002 1.009] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-latest | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg3to5 | coef 0.005 95% CI: [0.001 , 0.010] | OR_adj 1.005 [1.001 1.010] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs255:Social admin | coef 0.005 95% CI: [0.000 , 0.011] | OR_adj 1.005 [1.000 1.011] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.458
Diagnosis:9ccs126:Ot up rsp in:0.355
Number of Visits:0.240
Diagnosis:9ccs253:Allergy:0.212
Diagnosis:9ccs92:Otitis media:0.192
Diagnosis:9ccs257:Ot aftercare:0.190
Diagnosis:9ccs7:Viral infect:0.187
Diagnosis:9ccs90:Eye infectn:0.125
Diagnosis:9ccs125:Bronchitis:0.124
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg16to19 | coef 0.005 95% CI: [0.001 , 0.009] | OR_adj 1.005 [1.001 1.010] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-gain0to24 | coef 0.005 95% CI: [-0.000 , 0.011] | OR_adj 1.005 [1.000 1.011] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.577
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg19to24 | coef 0.005 95% CI: [0.000 , 0.010] | OR_adj 1.005 [1.000 1.010] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain10to16 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.545
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain16to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.541
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg13to16 | coef 0.005 95% CI: [-0.000 , 0.010] | OR_adj 1.005 [1.000 1.010] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-postPregnancy | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 587 | OR_unadj: 0.960 [0.669 1.378] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-avg19to24 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.565
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1058 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.382
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1060 | OR_unadj: 0.950 [0.691 1.307] | indivs AUC:0.546
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg7to10 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.362
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.380
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg19to24 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.594
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg13to16 | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.575
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Number of Visits:0.138
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.109
Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.106
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.106
Diagnosis:9ccs74:Ot mentl cnd:0.102
Lab:294203 BILIRUBIN TOTAL - LMC:0.092
Diagnosis:9ccs256:Exam/eval:0.090
Diagnosis:9ccs253:Allergy:0.088
Diagnosis:9ccs155:Other GI dx:0.087
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.361
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain5to10 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain10to16 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain1to5 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.458
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg5to7 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.552
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs244:Other injury | coef 0.003 95% CI: [-0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.148
Diagnosis:9ccs229:Fx arm:0.148
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.148
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.131
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.130
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.130
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.130
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.130
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.130
* Diagnosis:9ccs10:Immuniz/scrn | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.466
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.458
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.207
Diagnosis:9ccs257:Ot aftercare:0.194
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs253:Allergy:0.179
Number of Visits:0.166
Diagnosis:9ccs135:Intest infct:0.147
Diagnosis:9ccs90:Eye infectn:0.143
Diagnosis:9ccs92:Otitis media | coef 0.003 95% CI: [0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.337
Number of Visits:0.296
Diagnosis:9ccs90:Eye infectn:0.231
Diagnosis:9ccs125:Bronchitis:0.228
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs255:Social admin:0.192
Diagnosis:9ccs10:Immuniz/scrn:0.191
Diagnosis:9ccs135:Intest infct:0.183
Diagnosis:9ccs7:Viral infect:0.174
* Vital: HC-gain0to24 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.594
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs7:Viral infect | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.466
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Number of Visits:0.306
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs10:Immuniz/scrn:0.207
Diagnosis:9ccs90:Eye infectn:0.205
Diagnosis:9ccs255:Social admin:0.187
Diagnosis:9ccs133:Oth low resp:0.182
Diagnosis:9ccs92:Otitis media:0.174
Diagnosis:9ccs257:Ot aftercare:0.169
Diagnosis:9ccs125:Bronchitis:0.159
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1056 | OR_unadj: 0.986 [0.740 1.313] | indivs AUC:0.561
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.406
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1059 | OR_unadj: 1.001 [0.752 1.332] | indivs AUC:0.562
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg10to13 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.455
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.433
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.432
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain3to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.405
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-otherPregnancy | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 314 | OR_unadj: 1.341 [0.868 2.070] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.559
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs253:Allergy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs255:Social admin:0.212
Diagnosis:9ccs200:Oth skin dx:0.201
Number of Visits:0.180
Diagnosis:9ccs10:Immuniz/scrn:0.179
Diagnosis:9ccs4:Mycoses:0.177
Diagnosis:9ccs126:Ot up rsp in:0.157
Diagnosis:9ccs257:Ot aftercare:0.157
Diagnosis:9ccs7:Viral infect:0.155
Diagnosis:9ccs239:Superfic inj:0.139
Vital: HR-avg1to3 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1060 | OR_unadj: 1.130 [0.854 1.496] | indivs AUC:0.433
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1056 | OR_unadj: 1.054 [0.776 1.431] | indivs AUC:0.378
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1057 | OR_unadj: 1.134 [0.857 1.501] | indivs AUC:0.435
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Number of Visits:0.231
Diagnosis:9ccs126:Ot up rsp in:0.228
Diagnosis:9ccs92:Otitis media:0.226
Diagnosis:9ccs125:Bronchitis:0.216
Diagnosis:9ccs10:Immuniz/scrn:0.194
Diagnosis:9ccs255:Social admin:0.190
Diagnosis:9ccs7:Viral infect:0.169
Diagnosis:9ccs253:Allergy:0.157
Diagnosis:9ccs128:Asthma:0.152
Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1059 | OR_unadj: 1.050 [0.773 1.426] | indivs AUC:0.377
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg1to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain0to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.457
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs255:Social admin:0.355
Diagnosis:9ccs92:Otitis media:0.337
Diagnosis:9ccs10:Immuniz/scrn:0.312
Number of Visits:0.312
Diagnosis:9ccs7:Viral infect:0.236
Diagnosis:9ccs257:Ot aftercare:0.228
Diagnosis:9ccs90:Eye infectn:0.191
Diagnosis:9ccs135:Intest infct:0.190
Diagnosis:9ccs133:Oth low resp:0.167
Diagnosis:9ccs113:Late eff CVD | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.180
Diagnosis:9ccs94:Other ear dx:0.141
Maternal Procedure History:97001-postPregnancy:0.141
Number of Visits:0.138
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.119
Diagnosis:9ccs83:Epilepsy/cnv:0.113
Diagnosis:9ccs145:Int obstruct:0.106
Diagnosis:9ccs70:Schizo/rl dx:0.106
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.106
Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.470
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.246
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs7:Viral infect:0.153
Diagnosis:9ccs126:Ot up rsp in:0.144
Diagnosis:9ccs239:Superfic inj:0.136
Diagnosis:9ccs10:Immuniz/scrn:0.130
Diagnosis:9ccs250:Nausea/vomit:0.124
Diagnosis:9ccs133:Oth low resp:0.116
Diagnosis:9ccs91:Other eye dx:0.113
Diagnosis:9ccs4:Mycoses | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs253:Allergy:0.177
Diagnosis:9ccs200:Oth skin dx:0.102
Number of Visits:0.102
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.087
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.086
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.079
Maternal Diagnosis:9ccs64:Ot hematl dx-postPregnancy:0.077
Diagnosis:9ccs7:Viral infect:0.077
Diagnosis:9ccs256:Exam/eval:0.076
* Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.436
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.201
Number of Visits:0.184
Diagnosis:9ccs155:Other GI dx:0.168
Diagnosis:9ccs7:Viral infect:0.158
Diagnosis:9ccs256:Exam/eval:0.140
Diagnosis:9ccs239:Superfic inj:0.138
Diagnosis:9ccs126:Ot up rsp in:0.119
Diagnosis:9ccs255:Social admin:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.106
Vital: HR-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 291 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.539
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Maternal Diagnosis:9ccs133:Oth low resp:0.103
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs136:Teeth dx:0.088
Diagnosis:9ccs137:Mouth dx:0.083
Diagnosis:9ccs239:Superfic inj:0.080
Diagnosis:9ccs229:Fx arm:0.079
Diagnosis:9ccs2:Septicemia:0.079
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.079
Diagnosis:9ccs90:Eye infectn:0.077
Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.206
Diagnosis:9ccs126:Ot up rsp in:0.190
Diagnosis:9ccs92:Otitis media:0.183
Diagnosis:9ccs7:Viral infect:0.156
Diagnosis:9ccs10:Immuniz/scrn:0.147
Diagnosis:9ccs125:Bronchitis:0.131
Diagnosis:9ccs253:Allergy:0.129
Diagnosis:9ccs255:Social admin:0.124
Diagnosis:9ccs257:Ot aftercare:0.120
Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.464
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.259
Diagnosis:9ccs91:Other eye dx:0.181
Diagnosis:9ccs47:Ot bnign neo:0.154
Diagnosis:9ccs95:Oth nerv dx:0.112
Diagnosis:9ccs257:Ot aftercare:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs216:Nerv cong an:0.101
Diagnosis:9ccs74:Ot mentl cnd:0.099
Diagnosis:9ccs51:Ot endo dsor:0.099
Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs92:Otitis media:0.231
Diagnosis:9ccs7:Viral infect:0.205
Diagnosis:9ccs126:Ot up rsp in:0.191
Number of Visits:0.174
Diagnosis:9ccs10:Immuniz/scrn:0.143
Diagnosis:9ccs125:Bronchitis:0.129
Diagnosis:9ccs255:Social admin:0.125
Diagnosis:9ccs133:Oth low resp:0.117
Diagnosis:9ccs135:Intest infct:0.112
* Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Number of Visits:0.143
Diagnosis:9ccs253:Allergy:0.139
Diagnosis:9ccs200:Oth skin dx:0.138
Diagnosis:9ccs155:Other GI dx:0.136
Diagnosis:9ccs256:Exam/eval:0.120
Diagnosis:9ccs126:Ot up rsp in:0.114
Diagnosis:9ccs133:Oth low resp:0.112
Diagnosis:9ccs246:FUO:0.110
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.110
Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs128:Asthma:0.241
Diagnosis:9ccs92:Otitis media:0.228
Diagnosis:9ccs257:Ot aftercare:0.216
Number of Visits:0.180
Diagnosis:9ccs126:Ot up rsp in:0.165
Diagnosis:9ccs122:Pneumonia:0.164
Diagnosis:9ccs7:Viral infect:0.159
Diagnosis:9ccs133:Oth low resp:0.156
Diagnosis:9ccs135:Intest infct:0.131
Vital: HR-avg5to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 309 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.531
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.468
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Diagnosis:9ccs128:Asthma:0.220
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.182
Diagnosis:9ccs126:Ot up rsp in:0.167
Diagnosis:9ccs127:COPD:0.166
Diagnosis:9ccs122:Pneumonia:0.161
Diagnosis:9ccs125:Bronchitis:0.156
Diagnosis:9ccs257:Ot aftercare:0.147
Diagnosis:9ccs256:Exam/eval:0.146
Vital: Temp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 268 | OR_unadj: 1.249 [0.793 1.967] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.525
Diagnosis:9ccs117:Ot circul dx:0.230
Newborn Diagnosis:9ccs96:Hrt valve dx:0.220
Newborn Diagnosis:9ccs213:Cardiac anom:0.181
Maternal Diagnosis:9ccs255:Social admin:0.108
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.108
Maternal Procedure History:96372-otherPregnancy:0.107
Diagnosis:9ccs259:Unclassified:0.096
Diagnosis:9ccs10:Immuniz/scrn:0.090
Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.461
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs200:Oth skin dx:0.104
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.095
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.090
Diagnosis:9ccs94:Other ear dx:0.084
Diagnosis:9ccs133:Oth low resp:0.084
Diagnosis:9ccs211:Ot conn tiss:0.081
Diagnosis:9ccs61:Sickle cell:0.075
Diagnosis:9ccs257:Ot aftercare:0.075
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.211
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.164
Diagnosis:9ccs133:Oth low resp:0.161
Diagnosis:9ccs127:COPD:0.147
Diagnosis:9ccs92:Otitis media:0.145
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.111
Diagnosis:9ccs59:Anemia:0.103
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.240
Number of Visits:0.160
Diagnosis:9ccs257:Ot aftercare:0.118
Diagnosis:9ccs74:Ot mentl cnd:0.115
Diagnosis:9ccs125:Bronchitis:0.113
Diagnosis:9ccs92:Otitis media:0.106
Diagnosis:9ccs163:Other GU dx:0.106
Newborn Diagnosis:9ccs134:Ot uppr resp:0.103
Maternal Diagnosis:9ccs160:Urin stone:0.103
Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.128
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.113
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.107
Maternal Diagnosis:9ccs250:Nausea/vomit:0.104
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.104
Diagnosis:9ccs10:Immuniz/scrn:0.099
Diagnosis:9ccs224:Ot perint dx:0.092
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.091
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.513
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Maternal Diagnosis:9ccs200:Oth skin dx:-0.224
Lab:296169 RETICULOCYTE COUNT- LMC:-0.218
Lab:294203 BILIRUBIN TOTAL - LMC:0.191
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.177
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.139
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.125
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.112
Maternal Lab History: URINE CULTURE-postPregnancy:0.102
Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.117
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.105
Diagnosis:9ccs122:Pneumonia:0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.096
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.096
Diagnosis:9ccs159:UTI:0.096
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.091
Diagnosis:9ccs243:Poisn nonmed:0.091
Vital: HR-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.356 [0.745 2.467] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Number of Visits:0.166
Diagnosis:9ccs113:Late eff CVD:0.141
Diagnosis:9ccs126:Ot up rsp in:0.123
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.116
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.116
Diagnosis:9ccs74:Ot mentl cnd:0.111
Diagnosis:9ccs155:Other GI dx:0.100
Diagnosis:9ccs257:Ot aftercare:0.099
Diagnosis:9ccs135:Intest infct:0.095
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.513
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:296169 RETICULOCYTE COUNT- LMC:-0.210
Lab:295669 BILIRUBIN DIRECT - LMC:0.191
Diagnosis:9ccs222:Perint jaund:-0.151
Diagnosis:9ccs151:Oth liver dx:-0.128
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.114
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.105
Maternal Lab History: LH-postPregnancy:0.100
Lab:294495 LEAD, BLOOD - LMC:-0.100
Diagnosis:9ccs58:Ot nutrit dx:0.092
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs258:Other screen:0.143
Diagnosis:9ccs7:Viral infect:0.130
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.119
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.119
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs140:Gastritis:0.096
Number of Visits:0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs197:Skin infectn:0.088
Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs125:Bronchitis:0.241
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs122:Pneumonia:0.211
Number of Visits:0.184
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs92:Otitis media:0.150
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.139
Maternal Diagnosis:9ccs239:Superfic inj:0.134
Diagnosis:9ccs126:Ot up rsp in:0.130
Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.469
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs61:Sickle cell:0.111
Maternal Diagnosis:9ccs53:Hyperlipidem:0.101
Diagnosis:9ccs96:Hrt valve dx:0.096
Diagnosis:9ccs242:Poisn ot med:0.093
Maternal Diagnosis:9ccs102:Chest pain:0.091
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.091
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.091
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.091
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.091
Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.150
Number of Visits:0.143
Diagnosis:9ccs133:Oth low resp:0.134
Diagnosis:9ccs126:Ot up rsp in:0.114
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.096
Diagnosis:9ccs90:Eye infectn:0.095
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.095
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.095
Maternal Diagnosis:9ccs215:gu cong anom-otherPregnancy:0.095
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.540
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs155:Other GI dx:0.124
Number of Visits:0.122
Diagnosis:9ccs141:Ot dx stomch:0.120
Diagnosis:9ccs233:Intracrn inj:0.103
Diagnosis:9ccs73:Preadult dx:0.103
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.103
Newborn Diagnosis:9ccs59:Anemia:0.103
Diagnosis:9ccs120:Hemmorhoids:0.103
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.103
* Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.151
Newborn Diagnosis:9ccs222:Perint jaund:0.115
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.102
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.102
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.102
Diagnosis:9ccs188:Pelvic obstr:0.102
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Diagnosis:9ccs155:Other GI dx:0.090
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.284
Diagnosis:9ccs217:Ot cong anom:0.181
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.115
Diagnosis:9ccs155:Other GI dx:0.113
Diagnosis:9ccs90:Eye infectn:0.101
Number of Visits:0.095
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.093
Diagnosis:9ccs10:Immuniz/scrn:0.086
Diagnosis:9ccs233:Intracrn inj:0.081
Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.558
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs95:Oth nerv dx:0.195
Diagnosis:9ccs113:Late eff CVD:0.180
Number of Visits:0.131
Newborn Diagnosis:9ccs219:Low birth wt:0.126
Diagnosis:9ccs159:UTI:0.115
Diagnosis:9ccs94:Other ear dx:0.111
Diagnosis:9ccs58:Ot nutrit dx:0.102
Diagnosis:9ccs238:Complic proc:0.100
Diagnosis:9ccs217:Ot cong anom:0.099
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.195
Maternal Diagnosis:9ccs142:Appendicitis-otherPregnancy:0.152
Diagnosis:9ccs70:Schizo/rl dx:0.152
Diagnosis:9ccs87:Retinal dx:0.152
Diagnosis:9ccs143:Abdom hernia:0.131
Diagnosis:9ccs208:Acq foot def:0.129
Diagnosis:9ccs217:Ot cong anom:0.112
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.110
Maternal Lab History: LACTIC ACID-postPregnancy:0.110
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs7:Viral infect:0.127
Maternal Diagnosis:9ccs41:Ot primry ca-postPregnancy:0.120
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.120
Number of Visits:0.109
Diagnosis:9ccs92:Otitis media:0.103
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.090
Maternal Lab History: GLOBULIN-otherPregnancy:0.089
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.083
Diagnosis:9ccs197:Skin infectn:0.083
Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Diagnosis:9ccs49:DiabMel no c:0.106
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.106
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.106
Maternal Diagnosis:9ccs47:Ot bnign neo:0.106
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.106
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.106
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.106
Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: HERPES II IgG-postPregnancy:0.102
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Diagnosis:9ccs168:PID:0.178
Maternal Lab History: A/G-otherPregnancy:-0.166
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.154
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.148
Maternal Lab History: GLOBULIN-otherPregnancy:0.141
Diagnosis:9ccs205:Back problem:0.140
Maternal Lab History: AST (SGOT)-otherPregnancy:0.131
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.130
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.130
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Diagnosis:9ccs133:Oth low resp:0.166
Number of Visits:0.148
Diagnosis:9ccs122:Pneumonia:0.147
Diagnosis:9ccs240:Burns:0.117
Diagnosis:9ccs125:Bronchitis:0.115
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.115
Maternal Diagnosis:10ccs46:Bnign ut neo-otherPregnancy:0.111
Maternal Diagnosis:9ccs178:Induc abortn-otherPregnancy:0.111
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.111
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.146
Diagnosis:9ccs200:Oth skin dx:0.140
Number of Visits:0.133
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.133
Diagnosis:9ccs239:Superfic inj:0.120
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.120
Diagnosis:9ccs155:Other GI dx:0.112
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.111
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.105
Vital : 0.755565686361
MatDeliveryAge : 0.0223214064176
Number of Visits : 0.0212955763205
Census : 0.161518394021
Diagnosis : 0.034315657619
Newborn Diagnosis : 0.0046856376771
Lab : 0.000297641583827
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_index_no_min_no_wt_bmi
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_results_no_min_no_wt_bmi
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_models_no_min_no_wt_bmi.pkl
-----------------------------------------------------
girls no_min no_wt_bmi gradientboost
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: -0.027
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: -0.049
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.798, R^2 test: -0.037
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.967, Explained Variance Score Train: 0.686
AUC Validation: 0.676, Explained Variance Score Validation: 0.063
AUC Test: 0.628, Explained Variance Score Test: 0.016
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.654, R^2 test: 0.038
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: 0.021
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.829, R^2 test: 0.030
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.965, Explained Variance Score Train: 0.705
AUC Validation: 0.555, Explained Variance Score Validation: -0.002
AUC Test: 0.676, Explained Variance Score Test: 0.042
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.676, R^2 test: 0.002
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.772, R^2 test: 0.002
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.012
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.957, Explained Variance Score Train: 0.712
AUC Validation: 0.638, Explained Variance Score Validation: 0.044
AUC Test: 0.636, Explained Variance Score Test: 0.030
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.895, R^2 test: -0.006
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.905, R^2 test: -0.028
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.939, R^2 test: -0.040
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.969, Explained Variance Score Train: 0.835
AUC Validation: 0.503, Explained Variance Score Validation: -0.046
AUC Test: 0.595, Explained Variance Score Test: -0.010
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.697, R^2 test: 0.005
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.770, R^2 test: -0.004
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: -0.002
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.952, Explained Variance Score Train: 0.747
AUC Validation: 0.708, Explained Variance Score Validation: 0.031
AUC Test: 0.606, Explained Variance Score Test: 0.027
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.618, R^2 test: -0.034
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.634, R^2 test: -0.015
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.892, R^2 test: -0.072
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.959, Explained Variance Score Train: 0.724
AUC Validation: 0.419, Explained Variance Score Validation: -0.093
AUC Test: 0.626, Explained Variance Score Test: -0.026
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.625, R^2 test: -0.035
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.650, R^2 test: -0.030
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.705, R^2 test: -0.035
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.976, Explained Variance Score Train: 0.687
AUC Validation: 0.516, Explained Variance Score Validation: -0.067
AUC Test: 0.628, Explained Variance Score Test: 0.004
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.666, R^2 test: -0.032
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.702, R^2 test: -0.045
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.744, R^2 test: -0.030
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.969, Explained Variance Score Train: 0.825
AUC Validation: 0.656, Explained Variance Score Validation: -0.022
AUC Test: 0.584, Explained Variance Score Test: -0.023
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.710, R^2 test: -0.054
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.798, R^2 test: -0.042
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.828, R^2 test: -0.045
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.981, Explained Variance Score Train: 0.813
AUC Validation: 0.514, Explained Variance Score Validation: -0.089
AUC Test: 0.541, Explained Variance Score Test: -0.010
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: -0.039
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.832, R^2 test: -0.046
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: -0.055
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.981, Explained Variance Score Train: 0.851
AUC Validation: 0.730, Explained Variance Score Validation: 0.030
AUC Test: 0.574, Explained Variance Score Test: -0.013
total variables 1889 and total subjects: 1698
->AUC validation: 0.591 95% CI: [0.530 , 0.652]
->AUC test: 0.609 95% CI: [0.587 , 0.632]
->Explained Variance (R2) validation: -0.015 95% CI: [-0.049 , 0.018]
->Explained Variance (R2) test: 0.004 95% CI: [-0.010 , 0.018]
Test set metrics:
@threshold:1.690, sens:0.000, spec:1.000, ppv:0.000, acc:0.847, f1:0.000, total+:0, total-:339
@threshold:0.690, sens:0.000, spec:1.000, ppv:0.000, acc:0.847, f1:0.000, total+:0, total-:339
@threshold:0.457, sens:0.000, spec:0.993, ppv:0.000, acc:0.841, f1:0.000, total+:2, total-:337
@threshold:0.421, sens:0.019, spec:0.990, ppv:0.250, acc:0.841, f1:0.036, total+:4, total-:335
@threshold:0.358, sens:0.038, spec:0.979, ppv:0.250, acc:0.835, f1:0.067, total+:8, total-:331
@threshold:0.344, sens:0.058, spec:0.976, ppv:0.300, acc:0.835, f1:0.097, total+:10, total-:329
@threshold:0.201, sens:0.077, spec:0.948, ppv:0.211, acc:0.814, f1:0.113, total+:19, total-:320
@threshold:0.185, sens:0.096, spec:0.944, ppv:0.238, acc:0.814, f1:0.137, total+:21, total-:318
@threshold:0.175, sens:0.115, spec:0.934, ppv:0.240, acc:0.808, f1:0.156, total+:25, total-:314
@threshold:0.173, sens:0.115, spec:0.930, ppv:0.231, acc:0.805, f1:0.154, total+:26, total-:313
@threshold:0.164, sens:0.135, spec:0.930, ppv:0.259, acc:0.808, f1:0.177, total+:27, total-:312
@threshold:0.164, sens:0.135, spec:0.927, ppv:0.250, acc:0.805, f1:0.175, total+:28, total-:311
@threshold:0.118, sens:0.154, spec:0.906, ppv:0.229, acc:0.791, f1:0.184, total+:35, total-:304
@threshold:0.117, sens:0.173, spec:0.902, ppv:0.243, acc:0.791, f1:0.202, total+:37, total-:302
@threshold:0.112, sens:0.192, spec:0.892, ppv:0.244, acc:0.785, f1:0.215, total+:41, total-:298
@threshold:0.109, sens:0.192, spec:0.889, ppv:0.238, acc:0.782, f1:0.213, total+:42, total-:297
@threshold:0.075, sens:0.212, spec:0.871, ppv:0.229, acc:0.770, f1:0.220, total+:48, total-:291
@threshold:0.071, sens:0.212, spec:0.868, ppv:0.224, acc:0.767, f1:0.218, total+:49, total-:290
@threshold:0.007, sens:0.231, spec:0.784, ppv:0.162, acc:0.699, f1:0.190, total+:74, total-:265
@threshold:0.005, sens:0.231, spec:0.780, ppv:0.160, acc:0.696, f1:0.189, total+:75, total-:264
@threshold:0.004, sens:0.250, spec:0.780, ppv:0.171, acc:0.699, f1:0.203, total+:76, total-:263
@threshold:0.002, sens:0.250, spec:0.777, ppv:0.169, acc:0.696, f1:0.202, total+:77, total-:262
@threshold:-0.009, sens:0.269, spec:0.760, ppv:0.169, acc:0.684, f1:0.207, total+:83, total-:256
@threshold:-0.009, sens:0.269, spec:0.756, ppv:0.167, acc:0.681, f1:0.206, total+:84, total-:255
@threshold:-0.023, sens:0.288, spec:0.732, ppv:0.163, acc:0.664, f1:0.208, total+:92, total-:247
@threshold:-0.023, sens:0.288, spec:0.728, ppv:0.161, acc:0.661, f1:0.207, total+:93, total-:246
@threshold:-0.042, sens:0.308, spec:0.707, ppv:0.160, acc:0.646, f1:0.211, total+:100, total-:239
@threshold:-0.044, sens:0.308, spec:0.704, ppv:0.158, acc:0.643, f1:0.209, total+:101, total-:238
@threshold:-0.058, sens:0.327, spec:0.676, ppv:0.155, acc:0.622, f1:0.210, total+:110, total-:229
@threshold:-0.058, sens:0.346, spec:0.672, ppv:0.161, acc:0.622, f1:0.220, total+:112, total-:227
@threshold:-0.071, sens:0.365, spec:0.666, ppv:0.165, acc:0.619, f1:0.228, total+:115, total-:224
@threshold:-0.080, sens:0.365, spec:0.662, ppv:0.164, acc:0.617, f1:0.226, total+:116, total-:223
@threshold:-0.088, sens:0.385, spec:0.645, ppv:0.164, acc:0.605, f1:0.230, total+:122, total-:217
@threshold:-0.089, sens:0.385, spec:0.641, ppv:0.163, acc:0.602, f1:0.229, total+:123, total-:216
@threshold:-0.090, sens:0.404, spec:0.641, ppv:0.169, acc:0.605, f1:0.239, total+:124, total-:215
@threshold:-0.090, sens:0.404, spec:0.638, ppv:0.168, acc:0.602, f1:0.237, total+:125, total-:214
@threshold:-0.098, sens:0.423, spec:0.631, ppv:0.172, acc:0.599, f1:0.244, total+:128, total-:211
@threshold:-0.098, sens:0.423, spec:0.627, ppv:0.171, acc:0.596, f1:0.243, total+:129, total-:210
@threshold:-0.104, sens:0.442, spec:0.606, ppv:0.169, acc:0.581, f1:0.245, total+:136, total-:203
@threshold:-0.105, sens:0.442, spec:0.603, ppv:0.168, acc:0.578, f1:0.243, total+:137, total-:202
@threshold:-0.106, sens:0.462, spec:0.603, ppv:0.174, acc:0.581, f1:0.253, total+:138, total-:201
@threshold:-0.108, sens:0.462, spec:0.599, ppv:0.173, acc:0.578, f1:0.251, total+:139, total-:200
@threshold:-0.115, sens:0.481, spec:0.592, ppv:0.176, acc:0.575, f1:0.258, total+:142, total-:197
@threshold:-0.119, sens:0.481, spec:0.589, ppv:0.175, acc:0.572, f1:0.256, total+:143, total-:196
@threshold:-0.131, sens:0.500, spec:0.561, ppv:0.171, acc:0.552, f1:0.255, total+:152, total-:187
@threshold:-0.132, sens:0.500, spec:0.557, ppv:0.170, acc:0.549, f1:0.254, total+:153, total-:186
@threshold:-0.148, sens:0.519, spec:0.533, ppv:0.168, acc:0.531, f1:0.254, total+:161, total-:178
@threshold:-0.150, sens:0.519, spec:0.530, ppv:0.167, acc:0.528, f1:0.252, total+:162, total-:177
@threshold:-0.172, sens:0.538, spec:0.505, ppv:0.165, acc:0.510, f1:0.252, total+:170, total-:169
@threshold:-0.174, sens:0.538, spec:0.502, ppv:0.164, acc:0.507, f1:0.251, total+:171, total-:168
@threshold:-0.189, sens:0.558, spec:0.470, ppv:0.160, acc:0.484, f1:0.249, total+:181, total-:158
@threshold:-0.192, sens:0.558, spec:0.467, ppv:0.159, acc:0.481, f1:0.248, total+:182, total-:157
@threshold:-0.203, sens:0.577, spec:0.425, ppv:0.154, acc:0.448, f1:0.243, total+:195, total-:144
@threshold:-0.205, sens:0.577, spec:0.422, ppv:0.153, acc:0.445, f1:0.242, total+:196, total-:143
@threshold:-0.209, sens:0.596, spec:0.422, ppv:0.157, acc:0.448, f1:0.249, total+:197, total-:142
@threshold:-0.210, sens:0.596, spec:0.418, ppv:0.157, acc:0.445, f1:0.248, total+:198, total-:141
@threshold:-0.211, sens:0.615, spec:0.418, ppv:0.161, acc:0.448, f1:0.255, total+:199, total-:140
@threshold:-0.211, sens:0.615, spec:0.415, ppv:0.160, acc:0.445, f1:0.254, total+:200, total-:139
@threshold:-0.214, sens:0.635, spec:0.397, ppv:0.160, acc:0.434, f1:0.256, total+:206, total-:133
@threshold:-0.215, sens:0.635, spec:0.394, ppv:0.159, acc:0.431, f1:0.255, total+:207, total-:132
@threshold:-0.221, sens:0.654, spec:0.380, ppv:0.160, acc:0.422, f1:0.258, total+:212, total-:127
@threshold:-0.224, sens:0.654, spec:0.376, ppv:0.160, acc:0.419, f1:0.257, total+:213, total-:126
@threshold:-0.240, sens:0.673, spec:0.331, ppv:0.154, acc:0.383, f1:0.251, total+:227, total-:112
@threshold:-0.244, sens:0.673, spec:0.328, ppv:0.154, acc:0.381, f1:0.250, total+:228, total-:111
@threshold:-0.244, sens:0.692, spec:0.328, ppv:0.157, acc:0.383, f1:0.256, total+:229, total-:110
@threshold:-0.250, sens:0.692, spec:0.324, ppv:0.157, acc:0.381, f1:0.255, total+:230, total-:109
@threshold:-0.259, sens:0.712, spec:0.303, ppv:0.156, acc:0.366, f1:0.256, total+:237, total-:102
@threshold:-0.260, sens:0.712, spec:0.300, ppv:0.155, acc:0.363, f1:0.255, total+:238, total-:101
@threshold:-0.287, sens:0.731, spec:0.265, ppv:0.153, acc:0.336, f1:0.252, total+:249, total-:90
@threshold:-0.291, sens:0.731, spec:0.261, ppv:0.152, acc:0.333, f1:0.252, total+:250, total-:89
@threshold:-0.302, sens:0.750, spec:0.258, ppv:0.155, acc:0.333, f1:0.257, total+:252, total-:87
@threshold:-0.310, sens:0.769, spec:0.254, ppv:0.157, acc:0.333, f1:0.261, total+:254, total-:85
@threshold:-0.329, sens:0.788, spec:0.223, ppv:0.155, acc:0.310, f1:0.259, total+:264, total-:75
@threshold:-0.330, sens:0.788, spec:0.220, ppv:0.155, acc:0.307, f1:0.259, total+:265, total-:74
@threshold:-0.346, sens:0.808, spec:0.216, ppv:0.157, acc:0.307, f1:0.263, total+:267, total-:72
@threshold:-0.346, sens:0.808, spec:0.213, ppv:0.157, acc:0.304, f1:0.263, total+:268, total-:71
@threshold:-0.351, sens:0.827, spec:0.209, ppv:0.159, acc:0.304, f1:0.267, total+:270, total-:69
@threshold:-0.356, sens:0.827, spec:0.206, ppv:0.159, acc:0.301, f1:0.266, total+:271, total-:68
@threshold:-0.381, sens:0.846, spec:0.188, ppv:0.159, acc:0.289, f1:0.267, total+:277, total-:62
@threshold:-0.385, sens:0.885, spec:0.185, ppv:0.164, acc:0.292, f1:0.277, total+:280, total-:59
@threshold:-0.411, sens:0.904, spec:0.150, ppv:0.162, acc:0.265, f1:0.274, total+:291, total-:48
@threshold:-0.411, sens:0.904, spec:0.146, ppv:0.161, acc:0.263, f1:0.273, total+:292, total-:47
@threshold:-0.444, sens:0.923, spec:0.108, ppv:0.158, acc:0.233, f1:0.270, total+:304, total-:35
@threshold:-0.446, sens:0.923, spec:0.105, ppv:0.157, acc:0.230, f1:0.269, total+:305, total-:34
@threshold:-0.448, sens:0.942, spec:0.105, ppv:0.160, acc:0.233, f1:0.274, total+:306, total-:33
@threshold:-0.448, sens:0.942, spec:0.101, ppv:0.160, acc:0.230, f1:0.273, total+:307, total-:32
@threshold:-0.539, sens:0.962, spec:0.070, ppv:0.158, acc:0.206, f1:0.271, total+:317, total-:22
@threshold:-0.542, sens:0.962, spec:0.066, ppv:0.157, acc:0.204, f1:0.270, total+:318, total-:21
@threshold:-0.706, sens:0.981, spec:0.014, ppv:0.153, acc:0.162, f1:0.264, total+:334, total-:5
@threshold:-0.730, sens:0.981, spec:0.010, ppv:0.152, acc:0.159, f1:0.264, total+:335, total-:4
@threshold:-0.870, sens:1.000, spec:0.003, ppv:0.154, acc:0.156, f1:0.267, total+:338, total-:1
* Vital: HC-avg10to13 | coef 0.024 95% CI: [0.008 , 0.041] | OR_adj 1.025 [1.008 1.042] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.619
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-latest | coef 0.020 95% CI: [0.015 , 0.026] | OR_adj 1.020 [1.015 1.026] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.708
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain3to7 | coef 0.018 95% CI: [0.010 , 0.026] | OR_adj 1.018 [1.010 1.026] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg13to16 | coef 0.016 95% CI: [0.011 , 0.021] | OR_adj 1.016 [1.011 1.021] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.542
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Number of Visits | coef 0.015 95% CI: [0.010 , 0.020] | OR_adj 1.015 [1.010 1.020] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg10to13 | coef 0.015 95% CI: [0.008 , 0.022] | OR_adj 1.015 [1.008 1.023] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.556
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg0to1 | coef 0.015 95% CI: [0.007 , 0.023] | OR_adj 1.015 [1.007 1.023] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.606
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain5to10 | coef 0.015 95% CI: [0.011 , 0.018] | OR_adj 1.015 [1.011 1.018] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.450
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain13to19 | coef 0.014 95% CI: [0.009 , 0.020] | OR_adj 1.014 [1.009 1.020] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.553
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-latest | coef 0.014 95% CI: [0.006 , 0.022] | OR_adj 1.014 [1.006 1.022] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg1to3 | coef 0.013 95% CI: [0.009 , 0.018] | OR_adj 1.014 [1.009 1.019] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg16to19 | coef 0.013 95% CI: [0.004 , 0.022] | OR_adj 1.013 [1.004 1.023] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.563
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-latest | coef 0.013 95% CI: [0.009 , 0.016] | OR_adj 1.013 [1.009 1.016] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.541
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain1to5 | coef 0.013 95% CI: [0.007 , 0.019] | OR_adj 1.013 [1.007 1.019] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.584
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg7to10 | coef 0.012 95% CI: [0.005 , 0.020] | OR_adj 1.012 [1.005 1.020] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.603
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
MatDeliveryAge | coef 0.012 95% CI: [0.009 , 0.015] | OR_adj 1.012 [1.010 1.015] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg0to1 | coef 0.012 95% CI: [0.006 , 0.018] | OR_adj 1.012 [1.006 1.018] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain16to24 | coef 0.012 95% CI: [0.006 , 0.018] | OR_adj 1.012 [1.006 1.018] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.435
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg5to7 | coef 0.012 95% CI: [0.010 , 0.014] | OR_adj 1.012 [1.010 1.014] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-postPregnancy | coef 0.011 95% CI: [0.006 , 0.017] | OR_adj 1.012 [1.006 1.017] | occ: 587 | OR_unadj: 0.960 [0.669 1.378] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-postPregnancy | coef 0.011 95% CI: [0.005 , 0.017] | OR_adj 1.011 [1.005 1.018] | occ: 666 | OR_unadj: 1.322 [0.954 1.832] | indivs AUC:0.551
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain0to3 | coef 0.011 95% CI: [0.009 , 0.014] | OR_adj 1.011 [1.009 1.014] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.449
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg16to19 | coef 0.011 95% CI: [0.005 , 0.018] | OR_adj 1.011 [1.005 1.018] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.594
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-postPregnancy | coef 0.011 95% CI: [0.006 , 0.016] | OR_adj 1.011 [1.006 1.016] | occ: 544 | OR_unadj: 0.933 [0.645 1.348] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg16to19 | coef 0.011 95% CI: [0.008 , 0.014] | OR_adj 1.011 [1.008 1.014] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain16to24 | coef 0.011 95% CI: [0.008 , 0.014] | OR_adj 1.011 [1.008 1.014] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain10to16 | coef 0.011 95% CI: [0.009 , 0.012] | OR_adj 1.011 [1.009 1.012] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.599
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg3to5 | coef 0.011 95% CI: [0.009 , 0.013] | OR_adj 1.011 [1.009 1.013] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.563
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain10to16 | coef 0.011 95% CI: [0.007 , 0.014] | OR_adj 1.011 [1.007 1.014] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.550
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg7to10 | coef 0.010 95% CI: [0.008 , 0.013] | OR_adj 1.010 [1.008 1.013] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.448
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg1to3 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.013] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain1to5 | coef 0.010 95% CI: [0.008 , 0.012] | OR_adj 1.010 [1.008 1.012] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-avg19to24 | coef 0.010 95% CI: [0.009 , 0.012] | OR_adj 1.010 [1.009 1.012] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.550
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-avg13to16 | coef 0.010 95% CI: [0.006 , 0.014] | OR_adj 1.010 [1.006 1.014] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain5to10 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.013] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain0to3 | coef 0.010 95% CI: [0.007 , 0.012] | OR_adj 1.010 [1.007 1.013] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-latest | coef 0.010 95% CI: [0.007 , 0.012] | OR_adj 1.010 [1.007 1.012] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.618
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain7to13 | coef 0.010 95% CI: [0.007 , 0.012] | OR_adj 1.010 [1.007 1.013] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg1to3 | coef 0.010 95% CI: [0.005 , 0.014] | OR_adj 1.010 [1.005 1.014] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.537
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht-gain7to13 | coef 0.010 95% CI: [0.008 , 0.011] | OR_adj 1.010 [1.008 1.011] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.460
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain13to19 | coef 0.010 95% CI: [0.006 , 0.013] | OR_adj 1.010 [1.006 1.013] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.556
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg10to13 | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg3to5 | coef 0.009 95% CI: [0.006 , 0.013] | OR_adj 1.009 [1.006 1.013] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.604
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg5to7 | coef 0.009 95% CI: [0.006 , 0.013] | OR_adj 1.009 [1.006 1.013] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.575
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain10to16 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.014] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg3to5 | coef 0.009 95% CI: [0.006 , 0.012] | OR_adj 1.009 [1.006 1.012] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg5to7 | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.011] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.592
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain3to7 | coef 0.009 95% CI: [0.006 , 0.011] | OR_adj 1.009 [1.006 1.011] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.413
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain16to24 | coef 0.008 95% CI: [0.005 , 0.012] | OR_adj 1.008 [1.005 1.012] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-avg0to1 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.560
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain3to7 | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.011] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain7to13 | coef 0.008 95% CI: [0.006 , 0.010] | OR_adj 1.008 [1.006 1.010] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-latest | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.572
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg10to13 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.009] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain13to19 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.594
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.007 95% CI: [0.000 , 0.013] | OR_adj 1.007 [1.000 1.014] | occ: 1060 | OR_unadj: 0.950 [0.691 1.307] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.548
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg13to16 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.633
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg7to10 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.548
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg7to10 | coef 0.007 95% CI: [0.003 , 0.010] | OR_adj 1.007 [1.003 1.010] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg13to16 | coef 0.007 95% CI: [0.002 , 0.012] | OR_adj 1.007 [1.002 1.012] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.445
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg19to24 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.010] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg16to19 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.693
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg7to10 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.470
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain0to3 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.445
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-avg19to24 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.579
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg5to7 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.009] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC-gain5to10 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.541
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.006 95% CI: [0.002 , 0.010] | OR_adj 1.006 [1.002 1.010] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-gain1to5 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.449
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1058 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.543
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1060 | OR_unadj: 1.433 [1.080 1.900] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.544
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.550
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg1to3 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-otherPregnancy | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 291 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.545
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg13to16 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.471
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.543
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.550
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-otherPregnancy | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 314 | OR_unadj: 1.341 [0.868 2.070] | indivs AUC:0.555
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.544
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 994 | OR_unadj: 1.205 [0.891 1.630] | indivs AUC:0.471
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg10to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: Ht Percentile-gain0to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.572
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-gain0to24 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.582
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-avg19to24 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.706
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg3to5 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.538
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg5to7 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg1to3 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.579
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.600
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1013 | OR_unadj: 0.877 [0.644 1.195] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht Percentile-avg0to1 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.573
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg16to19 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1059 | OR_unadj: 1.001 [0.752 1.332] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-postPregnancy | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 268 | OR_unadj: 1.249 [0.793 1.967] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1056 | OR_unadj: 0.986 [0.740 1.313] | indivs AUC:0.528
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.394
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Vital: HC-gain0to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.695
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs7:Viral infect | coef 0.003 95% CI: [-0.001 , 0.008] | OR_adj 1.003 [0.999 1.008] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.458
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Number of Visits:0.306
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs10:Immuniz/scrn:0.207
Diagnosis:9ccs90:Eye infectn:0.205
Diagnosis:9ccs255:Social admin:0.187
Diagnosis:9ccs133:Oth low resp:0.182
Diagnosis:9ccs92:Otitis media:0.174
Diagnosis:9ccs257:Ot aftercare:0.169
Diagnosis:9ccs125:Bronchitis:0.159
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.394
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HR-avg0to1 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs155:Other GI dx | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.246
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs7:Viral infect:0.153
Diagnosis:9ccs126:Ot up rsp in:0.144
Diagnosis:9ccs239:Superfic inj:0.136
Diagnosis:9ccs10:Immuniz/scrn:0.130
Diagnosis:9ccs250:Nausea/vomit:0.124
Diagnosis:9ccs133:Oth low resp:0.116
Diagnosis:9ccs91:Other eye dx:0.113
Vital: Ht Percentile-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Ht-otherPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 309 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1060 | OR_unadj: 1.130 [0.854 1.496] | indivs AUC:0.462
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: Temp-otherPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 122 | OR_unadj: 1.356 [0.745 2.467] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1057 | OR_unadj: 1.134 [0.857 1.501] | indivs AUC:0.462
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs96:Hrt valve dx | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.525
Diagnosis:9ccs117:Ot circul dx:0.230
Newborn Diagnosis:9ccs96:Hrt valve dx:0.220
Newborn Diagnosis:9ccs213:Cardiac anom:0.181
Maternal Diagnosis:9ccs255:Social admin:0.108
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.108
Maternal Procedure History:96372-otherPregnancy:0.107
Diagnosis:9ccs259:Unclassified:0.096
Diagnosis:9ccs10:Immuniz/scrn:0.090
Diagnosis:9ccs74:Ot mentl cnd | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs95:Oth nerv dx:0.195
Diagnosis:9ccs113:Late eff CVD:0.180
Number of Visits:0.131
Newborn Diagnosis:9ccs219:Low birth wt:0.126
Diagnosis:9ccs159:UTI:0.115
Diagnosis:9ccs94:Other ear dx:0.111
Diagnosis:9ccs58:Ot nutrit dx:0.102
Diagnosis:9ccs238:Complic proc:0.100
Diagnosis:9ccs217:Ot cong anom:0.099
Diagnosis:9ccs253:Allergy | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.544
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs255:Social admin:0.212
Diagnosis:9ccs200:Oth skin dx:0.201
Number of Visits:0.180
Diagnosis:9ccs10:Immuniz/scrn:0.179
Diagnosis:9ccs4:Mycoses:0.177
Diagnosis:9ccs126:Ot up rsp in:0.157
Diagnosis:9ccs257:Ot aftercare:0.157
Diagnosis:9ccs7:Viral infect:0.155
Diagnosis:9ccs239:Superfic inj:0.139
Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1059 | OR_unadj: 1.050 [0.773 1.426] | indivs AUC:0.411
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs127:COPD | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Diagnosis:9ccs133:Oth low resp:0.166
Number of Visits:0.148
Diagnosis:9ccs122:Pneumonia:0.147
Diagnosis:9ccs240:Burns:0.117
Diagnosis:9ccs125:Bronchitis:0.115
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.115
Maternal Diagnosis:10ccs46:Bnign ut neo-otherPregnancy:0.111
Maternal Diagnosis:9ccs178:Induc abortn-otherPregnancy:0.111
Maternal Diagnosis:9ccs202:Rheum arth-otherPregnancy:0.111
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.519
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:296169 RETICULOCYTE COUNT- LMC:-0.210
Lab:295669 BILIRUBIN DIRECT - LMC:0.191
Diagnosis:9ccs222:Perint jaund:-0.151
Diagnosis:9ccs151:Oth liver dx:-0.128
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.114
Maternal Diagnosis:9ccs47:Ot bnign neo-otherPregnancy:0.105
Maternal Lab History: LH-postPregnancy:0.100
Lab:294495 LEAD, BLOOD - LMC:-0.100
Diagnosis:9ccs58:Ot nutrit dx:0.092
Diagnosis:9ccs4:Mycoses | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs253:Allergy:0.177
Diagnosis:9ccs200:Oth skin dx:0.102
Number of Visits:0.102
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.087
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.086
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.079
Maternal Diagnosis:9ccs64:Ot hematl dx-postPregnancy:0.077
Diagnosis:9ccs7:Viral infect:0.077
Diagnosis:9ccs256:Exam/eval:0.076
Diagnosis:9ccs136:Teeth dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs258:Other screen:0.143
Diagnosis:9ccs7:Viral infect:0.130
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.119
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.119
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs140:Gastritis:0.096
Number of Visits:0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs197:Skin infectn:0.088
Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1056 | OR_unadj: 1.054 [0.776 1.431] | indivs AUC:0.411
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs213:Cardiac anom | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.525
Newborn Diagnosis:9ccs213:Cardiac anom:0.330
Diagnosis:9ccs117:Ot circul dx:0.310
Newborn Diagnosis:9ccs96:Hrt valve dx:0.280
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.189
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.134
Newborn Diagnosis:9ccs55:Fluid/elc dx:0.134
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.134
Newborn Diagnosis:9ccs134:Ot uppr resp:0.134
* Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.458
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.207
Diagnosis:9ccs257:Ot aftercare:0.194
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs253:Allergy:0.179
Number of Visits:0.166
Diagnosis:9ccs135:Intest infct:0.147
Diagnosis:9ccs90:Eye infectn:0.143
Diagnosis:9ccs151:Oth liver dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.128
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.113
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.107
Maternal Diagnosis:9ccs250:Nausea/vomit:0.104
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.104
Diagnosis:9ccs10:Immuniz/scrn:0.099
Diagnosis:9ccs224:Ot perint dx:0.092
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.091
Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.538
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs92:Otitis media:0.231
Diagnosis:9ccs7:Viral infect:0.205
Diagnosis:9ccs126:Ot up rsp in:0.191
Number of Visits:0.174
Diagnosis:9ccs10:Immuniz/scrn:0.143
Diagnosis:9ccs125:Bronchitis:0.129
Diagnosis:9ccs255:Social admin:0.125
Diagnosis:9ccs133:Oth low resp:0.117
Diagnosis:9ccs135:Intest infct:0.112
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.522
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Maternal Diagnosis:9ccs200:Oth skin dx:-0.224
Lab:296169 RETICULOCYTE COUNT- LMC:-0.218
Lab:294203 BILIRUBIN TOTAL - LMC:0.191
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.177
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.139
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.125
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.112
Maternal Lab History: URINE CULTURE-postPregnancy:0.102
Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.206
Diagnosis:9ccs126:Ot up rsp in:0.190
Diagnosis:9ccs92:Otitis media:0.183
Diagnosis:9ccs7:Viral infect:0.156
Diagnosis:9ccs10:Immuniz/scrn:0.147
Diagnosis:9ccs125:Bronchitis:0.131
Diagnosis:9ccs253:Allergy:0.129
Diagnosis:9ccs255:Social admin:0.124
Diagnosis:9ccs257:Ot aftercare:0.120
Diagnosis:9ccs122:Pneumonia | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.476
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.211
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.164
Diagnosis:9ccs133:Oth low resp:0.161
Diagnosis:9ccs127:COPD:0.147
Diagnosis:9ccs92:Otitis media:0.145
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.111
Diagnosis:9ccs59:Anemia:0.103
Diagnosis:9ccs159:UTI | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.240
Number of Visits:0.160
Diagnosis:9ccs257:Ot aftercare:0.118
Diagnosis:9ccs74:Ot mentl cnd:0.115
Diagnosis:9ccs125:Bronchitis:0.113
Diagnosis:9ccs92:Otitis media:0.106
Diagnosis:9ccs163:Other GU dx:0.106
Newborn Diagnosis:9ccs134:Ot uppr resp:0.103
Maternal Diagnosis:9ccs160:Urin stone:0.103
Diagnosis:9ccs0:No DX | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Diagnosis:9ccs49:DiabMel no c:0.106
Maternal Diagnosis:9ccs184:Early labor-otherPregnancy:0.106
Maternal Diagnosis:9ccs6:Hepatitis-otherPregnancy:0.106
Maternal Diagnosis:9ccs47:Ot bnign neo:0.106
Maternal Diagnosis:9ccs243:Poisn nonmed-otherPregnancy:0.106
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.106
Maternal Diagnosis:9ccs213:Cardiac anom-postPregnancy:0.106
Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: HERPES II IgG-postPregnancy:0.102
Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.563
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs128:Asthma:0.241
Diagnosis:9ccs92:Otitis media:0.228
Diagnosis:9ccs257:Ot aftercare:0.216
Number of Visits:0.180
Diagnosis:9ccs126:Ot up rsp in:0.165
Diagnosis:9ccs122:Pneumonia:0.164
Diagnosis:9ccs7:Viral infect:0.159
Diagnosis:9ccs133:Oth low resp:0.156
Diagnosis:9ccs135:Intest infct:0.131
Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs61:Sickle cell:0.111
Maternal Diagnosis:9ccs53:Hyperlipidem:0.101
Diagnosis:9ccs96:Hrt valve dx:0.096
Diagnosis:9ccs242:Poisn ot med:0.093
Maternal Diagnosis:9ccs102:Chest pain:0.091
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.091
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.091
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.091
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.091
Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.471
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Number of Visits:0.231
Diagnosis:9ccs126:Ot up rsp in:0.228
Diagnosis:9ccs92:Otitis media:0.226
Diagnosis:9ccs125:Bronchitis:0.216
Diagnosis:9ccs10:Immuniz/scrn:0.194
Diagnosis:9ccs255:Social admin:0.190
Diagnosis:9ccs7:Viral infect:0.169
Diagnosis:9ccs253:Allergy:0.157
Diagnosis:9ccs128:Asthma:0.152
Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs200:Oth skin dx:0.104
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.095
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.090
Diagnosis:9ccs94:Other ear dx:0.084
Diagnosis:9ccs133:Oth low resp:0.084
Diagnosis:9ccs211:Ot conn tiss:0.081
Diagnosis:9ccs61:Sickle cell:0.075
Diagnosis:9ccs257:Ot aftercare:0.075
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs134:Ot uppr resp | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.150
Number of Visits:0.143
Diagnosis:9ccs133:Oth low resp:0.134
Diagnosis:9ccs126:Ot up rsp in:0.114
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.096
Diagnosis:9ccs90:Eye infectn:0.095
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.095
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.095
Maternal Diagnosis:9ccs215:gu cong anom-otherPregnancy:0.095
Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs209:Ot acq defor | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:0.207
Newborn Diagnosis:9ccs143:Abdom hernia:0.181
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.181
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.181
Newborn Diagnosis:9ccs197:Skin infectn:0.181
Diagnosis:9ccs252:Fatigue:0.181
Diagnosis:9ccs52:Nutrit defic:0.178
Maternal Lab History: OXACILLIN-postPregnancy:0.130
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.126
Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.506
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Diagnosis:9ccs59:Anemia:-0.165
Newborn Diagnosis:9ccs59:Anemia:-0.163
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.163
Diagnosis:9ccs132:Lung externl:-0.163
Maternal Lab History: A/G-otherPregnancy:0.156
Maternal Lab History: DEOXYCHOLIC ACID-postPregnancy:-0.144
Maternal Lab History: CHOLIC ACID-postPregnancy:-0.143
Maternal Lab History: BILE ACIDS-postPregnancy:-0.142
Maternal Lab History: A/G-postPregnancy:0.141
Diagnosis:9ccs113:Late eff CVD | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.545
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.180
Diagnosis:9ccs94:Other ear dx:0.141
Maternal Procedure History:97001-postPregnancy:0.141
Number of Visits:0.138
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.119
Diagnosis:9ccs83:Epilepsy/cnv:0.113
Diagnosis:9ccs145:Int obstruct:0.106
Diagnosis:9ccs70:Schizo/rl dx:0.106
Maternal Diagnosis:9ccs184:Early labor-postPregnancy:0.106
Diagnosis:9ccs123:Influenza | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Diagnosis:9ccs73:Preadult dx:0.257
Maternal Lab History: LACTIC ACID-postPregnancy:0.183
Maternal Procedure History:87880-postPregnancy:0.167
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.146
Diagnosis:9ccs75:Hx mental dx:0.146
Maternal Diagnosis:9ccs147:Anal/rectal-postPregnancy:0.125
Maternal Diagnosis:9ccs145:Int obstruct-postPregnancy:0.125
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.121
Diagnosis:9ccs47:Ot bnign neo:0.115
Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.259
Diagnosis:9ccs91:Other eye dx:0.181
Diagnosis:9ccs47:Ot bnign neo:0.154
Diagnosis:9ccs95:Oth nerv dx:0.112
Diagnosis:9ccs257:Ot aftercare:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs216:Nerv cong an:0.101
Diagnosis:9ccs74:Ot mentl cnd:0.099
Diagnosis:9ccs51:Ot endo dsor:0.099
* Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Number of Visits:0.138
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.109
Maternal Diagnosis:9ccs2619:e codes: other specified- nec:0.106
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.106
Diagnosis:9ccs74:Ot mentl cnd:0.102
Lab:294203 BILIRUBIN TOTAL - LMC:0.092
Diagnosis:9ccs256:Exam/eval:0.090
Diagnosis:9ccs253:Allergy:0.088
Diagnosis:9ccs155:Other GI dx:0.087
Diagnosis:9ccs244:Other injury | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.513
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Diagnosis:9ccs138:Esophgeal dx-otherPregnancy:0.148
Diagnosis:9ccs229:Fx arm:0.148
Maternal Diagnosis:9ccs170:Prolapse-postPregnancy:0.148
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.131
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.130
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.130
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.130
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.130
Maternal Diagnosis:10ccs252:Fatigue-postPregnancy:0.130
Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.562
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Maternal Diagnosis:9ccs133:Oth low resp:0.103
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs136:Teeth dx:0.088
Diagnosis:9ccs137:Mouth dx:0.083
Diagnosis:9ccs239:Superfic inj:0.080
Diagnosis:9ccs229:Fx arm:0.079
Diagnosis:9ccs2:Septicemia:0.079
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.079
Diagnosis:9ccs90:Eye infectn:0.077
Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.337
Number of Visits:0.296
Diagnosis:9ccs90:Eye infectn:0.231
Diagnosis:9ccs125:Bronchitis:0.228
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs255:Social admin:0.192
Diagnosis:9ccs10:Immuniz/scrn:0.191
Diagnosis:9ccs135:Intest infct:0.183
Diagnosis:9ccs7:Viral infect:0.174
Diagnosis:9ccs239:Superfic inj | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Number of Visits:0.143
Diagnosis:9ccs253:Allergy:0.139
Diagnosis:9ccs200:Oth skin dx:0.138
Diagnosis:9ccs155:Other GI dx:0.136
Diagnosis:9ccs256:Exam/eval:0.120
Diagnosis:9ccs126:Ot up rsp in:0.114
Diagnosis:9ccs133:Oth low resp:0.112
Diagnosis:9ccs246:FUO:0.110
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.110
Diagnosis:9ccs138:Esophgeal dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Maternal Diagnosis:9ccs174:Fem infertil-postPregnancy:0.149
Maternal Diagnosis:10ccs135:Intest infct-postPregnancy:0.131
Diagnosis:9ccs129:Asp pneumon:0.131
Maternal Diagnosis:10ccs52:Nutrit defic-postPregnancy:0.131
Maternal Diagnosis:10ccs134:Ot uppr resp-postPregnancy:0.131
Maternal Diagnosis:9ccs146:Diverticulos-postPregnancy:0.131
Maternal Diagnosis:9ccs67:Subst-r mntl-postPregnancy:0.131
Diagnosis:9ccs87:Retinal dx:0.131
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.131
Diagnosis:9ccs137:Mouth dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs7:Viral infect:0.127
Maternal Diagnosis:9ccs41:Ot primry ca-postPregnancy:0.120
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.120
Number of Visits:0.109
Diagnosis:9ccs92:Otitis media:0.103
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.090
Maternal Lab History: GLOBULIN-otherPregnancy:0.089
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.083
Diagnosis:9ccs197:Skin infectn:0.083
Diagnosis:9ccs243:Poisn nonmed | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Lab:292495 LEAD LEVEL - Sunrise:-0.414
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.222
Maternal Diagnosis:9ccs255:Social admin:0.222
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.213
Maternal Lab History: TP PERIOD-postPregnancy:0.213
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.205
Maternal Diagnosis:9ccs74:Ot mentl cnd:0.155
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.155
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.138
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs128:Asthma | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.531
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs125:Bronchitis:0.241
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs122:Pneumonia:0.211
Number of Visits:0.184
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs92:Otitis media:0.150
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.139
Maternal Diagnosis:9ccs239:Superfic inj:0.134
Diagnosis:9ccs126:Ot up rsp in:0.130
Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs255:Social admin:0.355
Diagnosis:9ccs92:Otitis media:0.337
Diagnosis:9ccs10:Immuniz/scrn:0.312
Number of Visits:0.312
Diagnosis:9ccs7:Viral infect:0.236
Diagnosis:9ccs257:Ot aftercare:0.228
Diagnosis:9ccs90:Eye infectn:0.191
Diagnosis:9ccs135:Intest infct:0.190
Diagnosis:9ccs133:Oth low resp:0.167
* Diagnosis:9ccs234:Crush injury | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Diagnosis:9ccs2617:E Codes: Adverse effects of medical drugs:0.199
Lab:296169 RETICULOCYTE COUNT- LMC:0.142
Maternal Lab History: HEMOGLOBIN S-otherPregnancy:-0.142
Maternal Diagnosis:9ccs133:Oth low resp:0.138
Maternal Diagnosis:9ccs96:Hrt valve dx-postPregnancy:0.138
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.121
Maternal Procedure History:J7300-postPregnancy:0.113
Maternal Diagnosis:9ccs217:Ot cong anom-otherPregnancy:0.111
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.099
* Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.201
Number of Visits:0.184
Diagnosis:9ccs155:Other GI dx:0.168
Diagnosis:9ccs7:Viral infect:0.158
Diagnosis:9ccs256:Exam/eval:0.140
Diagnosis:9ccs239:Superfic inj:0.138
Diagnosis:9ccs126:Ot up rsp in:0.119
Diagnosis:9ccs255:Social admin:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.106
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs91:Other eye dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.284
Diagnosis:9ccs217:Ot cong anom:0.181
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.115
Diagnosis:9ccs155:Other GI dx:0.113
Diagnosis:9ccs90:Eye infectn:0.101
Number of Visits:0.095
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.093
Diagnosis:9ccs10:Immuniz/scrn:0.086
Diagnosis:9ccs233:Intracrn inj:0.081
Diagnosis:9ccs59:Anemia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.117
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.105
Diagnosis:9ccs122:Pneumonia:0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.096
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.096
Diagnosis:9ccs159:UTI:0.096
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.091
Diagnosis:9ccs243:Poisn nonmed:0.091
Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Diagnosis:9ccs128:Asthma:0.220
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.182
Diagnosis:9ccs126:Ot up rsp in:0.167
Diagnosis:9ccs127:COPD:0.166
Diagnosis:9ccs122:Pneumonia:0.161
Diagnosis:9ccs125:Bronchitis:0.156
Diagnosis:9ccs257:Ot aftercare:0.147
Diagnosis:9ccs256:Exam/eval:0.146
Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Number of Visits:0.166
Diagnosis:9ccs113:Late eff CVD:0.141
Diagnosis:9ccs126:Ot up rsp in:0.123
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.116
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.116
Diagnosis:9ccs74:Ot mentl cnd:0.111
Diagnosis:9ccs155:Other GI dx:0.100
Diagnosis:9ccs257:Ot aftercare:0.099
Diagnosis:9ccs135:Intest infct:0.095
* Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.457
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.151
Newborn Diagnosis:9ccs222:Perint jaund:0.115
Maternal Diagnosis:10ccs58:Ot nutrit dx-otherPregnancy:0.102
Maternal Diagnosis:10ccs256:Exam/eval-otherPregnancy:0.102
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.102
Diagnosis:9ccs188:Pelvic obstr:0.102
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Diagnosis:9ccs155:Other GI dx:0.090
Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs155:Other GI dx:0.124
Number of Visits:0.122
Diagnosis:9ccs141:Ot dx stomch:0.120
Diagnosis:9ccs233:Intracrn inj:0.103
Diagnosis:9ccs73:Preadult dx:0.103
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.103
Newborn Diagnosis:9ccs59:Anemia:0.103
Diagnosis:9ccs120:Hemmorhoids:0.103
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.103
Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:1.000
Diagnosis:9ccs243:Poisn nonmed:-0.414
Maternal Diagnosis:9ccs56:Cystic fibro:0.272
Diagnosis:9ccs105:Conduction:-0.268
Diagnosis:9ccs106:Dysrhythmia:-0.190
Maternal Diagnosis:9ccs255:Social admin:-0.190
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:-0.190
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.180
Maternal Lab History: TP PERIOD-postPregnancy:-0.180
Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.173
Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.146
Diagnosis:9ccs200:Oth skin dx:0.140
Number of Visits:0.133
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.133
Diagnosis:9ccs239:Superfic inj:0.120
Maternal Diagnosis:9ccs135:Intest infct-otherPregnancy:0.120
Diagnosis:9ccs155:Other GI dx:0.112
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.111
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.105
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Maternal Diagnosis:9ccs9:Sexual Infxs:0.186
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.163
Newborn Diagnosis:9ccs47:Ot bnign neo:0.163
Diagnosis:9ccs252:Fatigue:0.163
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:0.159
Diagnosis:9ccs217:Ot cong anom:0.154
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.143
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.115
Diagnosis:9ccs123:Influenza:0.115
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.195
Maternal Diagnosis:9ccs142:Appendicitis-otherPregnancy:0.152
Diagnosis:9ccs70:Schizo/rl dx:0.152
Diagnosis:9ccs87:Retinal dx:0.152
Diagnosis:9ccs143:Abdom hernia:0.131
Diagnosis:9ccs208:Acq foot def:0.129
Diagnosis:9ccs217:Ot cong anom:0.112
Maternal Lab History: PREVIOUS PAP RESULT-postPregnancy:0.110
Maternal Lab History: LACTIC ACID-postPregnancy:0.110
Diagnosis:9ccs255:Social admin | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.458
Diagnosis:9ccs126:Ot up rsp in:0.355
Number of Visits:0.240
Diagnosis:9ccs253:Allergy:0.212
Diagnosis:9ccs92:Otitis media:0.192
Diagnosis:9ccs257:Ot aftercare:0.190
Diagnosis:9ccs7:Viral infect:0.187
Diagnosis:9ccs90:Eye infectn:0.125
Diagnosis:9ccs125:Bronchitis:0.124
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.199
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.199
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.199
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.199
Maternal Diagnosis:9ccs2603:E Codes: Fall-otherPregnancy:0.199
Diagnosis:9ccs254:Rehab:0.199
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.199
Maternal Procedure History:99211-otherPregnancy:0.164
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Diagnosis:9ccs168:PID:0.178
Maternal Lab History: A/G-otherPregnancy:-0.166
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.154
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.148
Maternal Lab History: GLOBULIN-otherPregnancy:0.141
Diagnosis:9ccs205:Back problem:0.140
Maternal Lab History: AST (SGOT)-otherPregnancy:0.131
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.130
Maternal Diagnosis:9ccs173:Menopausl dx-postPregnancy:0.130
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Newborn Diagnosis:9ccs143:Abdom hernia:0.141
Diagnosis:9ccs73:Preadult dx:0.141
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.141
Maternal Diagnosis:9ccs235:Opn wnd head:0.141
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.141
Diagnosis:9ccs118:Phlebitis:0.141
Diagnosis:9ccs87:Retinal dx:0.141
Diagnosis:9ccs142:Appendicitis:0.141
Diagnosis:9ccs5:HIV infectn:0.141
Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.756
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.172
Maternal Diagnosis:9ccs231:Oth fracture-postPregnancy:0.172
Diagnosis:9ccs2620:E Codes: Unspecified:0.172
Newborn Diagnosis:9ccs95:Oth nerv dx:0.150
Maternal Lab History: LH-postPregnancy:-0.144
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.140
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.135
Diagnosis:9ccs196:Nml preg/del:0.120
Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2:Septicemia:1.000
Maternal Diagnosis:9ccs44:Neoplsm unsp:0.408
Diagnosis:9ccs233:Intracrn inj:0.408
Newborn Diagnosis:9ccs216:Nerv cong an:0.287
Maternal Diagnosis:9ccs63:Wht blood dx-postPregnancy:0.202
Maternal Procedure History:58300-postPregnancy:0.191
Maternal Lab History: FASTING-postPregnancy:-0.169
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.164
Newborn Diagnosis:9ccs215:gu cong anom:0.132
Maternal Lab History: AFP-postPregnancy:0.126
Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs61:Sickle cell:1.000
Lab:306025 PPD:0.272
Diagnosis:9ccs190:Fetal distrs:0.234
Diagnosis:9ccs64:Ot hematl dx:0.232
Maternal Diagnosis:9ccs61:Sickle cell:0.218
Maternal Diagnosis:9ccs172:Ovarian cyst:0.146
Maternal Diagnosis:9ccs46:Bnign ut neo:0.113
Diagnosis:9ccs259:Unclassified:0.111
Newborn Diagnosis:9ccs256:Exam/eval:0.082
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs140:Gastritis:1.000
Lab:294205 TSH REFLEX TO FT4 - LMC:0.228
Maternal Diagnosis:10ccs9:Sexual Infxs-postPregnancy:0.187
Maternal Diagnosis:10ccs93:Dizziness-postPregnancy:0.187
Maternal Diagnosis:9ccs217:Ot cong anom:0.187
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.155
Maternal Diagnosis:9ccs90:Eye infectn:0.151
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.122
Maternal Lab History: HERPES II IgG-otherPregnancy:0.121
Maternal Lab History: VARICELLA IGM-postPregnancy:0.110
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Diagnosis:9ccs228:Fx skull fac:0.178
Diagnosis:9ccs2619:e codes: other specified- nec:0.178
Maternal Lab History: GFR in African American-postPregnancy:-0.152
Maternal Lab History: GFR Calculation-postPregnancy:-0.152
Maternal Procedure History:97803-otherPregnancy:0.148
Diagnosis:9ccs136:Teeth dx:0.143
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.142
Maternal Procedure History:97035-postPregnancy:0.128
Maternal Lab History: METAMYELOCYTE-otherPregnancy:-0.128
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.284
Diagnosis:9ccs217:Ot cong anom:0.259
Diagnosis:9ccs210:SLE:0.172
Diagnosis:9ccs233:Intracrn inj:0.172
Diagnosis:9ccs62:Coag/hemr dx:0.150
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.135
Lab:296169 RETICULOCYTE COUNT- LMC:0.124
Diagnosis:9ccs138:Esophgeal dx:0.117
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.113
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Diagnosis:9ccs105:Conduction:0.178
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.143
Maternal Lab History: TP VOLUME-otherPregnancy:0.135
Maternal Lab History: 3 HOUR-postPregnancy:0.132
Maternal Procedure History:93005-otherPregnancy:-0.128
Maternal Lab History: PATIENT-postPregnancy:0.128
Maternal Lab History: APTT-postPregnancy:0.128
Maternal Lab History: AMP/SULBACTAM-postPregnancy:-0.128
Lab:323700 CULTURE THROAT W SENS - Sunrise:0.128
Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs175:Ot femal gen:1.000
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.205
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.166
Maternal Diagnosis:9ccs172:Ovarian cyst:0.166
Maternal Procedure History:96372-postPregnancy:0.141
Maternal Diagnosis:9ccs46:Bnign ut neo:0.130
Maternal Lab History: MAGNESIUM-postPregnancy:-0.117
Diagnosis:9ccs240:Burns:0.104
Diagnosis:9ccs163:Other GU dx:0.104
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.100
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.506
Correlated most with:
Diagnosis:10ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.756
Diagnosis:9ccs2620:E Codes: Unspecified:0.228
Maternal Diagnosis:9ccs137:Mouth dx-otherPregnancy:0.228
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.184
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.141
Maternal Diagnosis:9ccs75:Hx mental dx:0.129
Maternal Diagnosis:9ccs117:Ot circul dx-otherPregnancy:0.129
Diagnosis:9ccs231:Oth fracture:0.129
Maternal Diagnosis:9ccs102:Chest pain-otherPregnancy:0.129
Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs120:Hemmorhoids:0.203
Maternal Diagnosis:9ccs24:Breast cancr-postPregnancy:0.203
Maternal Diagnosis:9ccs44:Neoplsm unsp-postPregnancy:0.203
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.203
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.203
Diagnosis:9ccs153:GI hemorrhag:0.188
Maternal Lab History: HBV DNA-postPregnancy:0.168
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.164
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.161
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.241
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.241
Maternal Diagnosis:9ccs121:Oth vein dx:0.241
Maternal Diagnosis:9ccs187:Malposition-otherPregnancy:0.241
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.192
Diagnosis:9ccs154:Gastroent:0.188
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.172
Maternal Lab History: GLUCOSE NON-FASTING-otherPregnancy:-0.172
Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs167:Breast dx:1.000
Diagnosis:10ccs238:Complic proc:0.266
Diagnosis:9ccs2604:E Codes: Fire/burn:0.266
Maternal Lab History: AMYLASE-otherPregnancy:-0.188
Maternal Diagnosis:9ccs120:Hemmorhoids-otherPregnancy:0.187
Maternal Lab History: LIPASE-otherPregnancy:-0.158
Maternal Lab History: HCG-postPregnancy:0.127
Maternal Lab History: VARICELLA IGM-postPregnancy:0.110
Maternal Lab History: Varicella IgG-postPregnancy:-0.108
Maternal Diagnosis:9ccs163:Other GU dx:0.104
Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs223:Birth trauma:1.000
Diagnosis:9ccs231:Oth fracture:0.255
Newborn Diagnosis:9ccs223:Birth trauma:0.196
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.193
Maternal Diagnosis:9ccs123:Influenza-postPregnancy:0.155
Maternal Lab History: TP PERIOD-postPregnancy:0.151
Maternal Procedure History:S9470-postPregnancy:0.149
Maternal Diagnosis:9ccs188:Pelvic obstr:0.148
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.145
Maternal Procedure History:87880-postPregnancy:0.145
Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:1.000
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.276
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.276
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.276
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.276
Diagnosis:10ccs238:Complic proc:0.276
Diagnosis:9ccs2604:E Codes: Fire/burn:0.276
Diagnosis:9ccs246:FUO:0.194
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.194
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.194
Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs163:Other GU dx:1.000
Maternal Diagnosis:9ccs96:Hrt valve dx:0.202
Diagnosis:9ccs168:PID:0.200
Diagnosis:9ccs215:gu cong anom:0.137
Diagnosis:9ccs159:UTI:0.106
Diagnosis:9ccs242:Poisn ot med:0.104
Diagnosis:9ccs175:Ot femal gen:0.104
Diagnosis:9ccs244:Other injury:0.101
Diagnosis:9ccs224:Ot perint dx:0.101
Diagnosis:9ccs243:Poisn nonmed:0.085
Diagnosis:9ccs132:Lung externl | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs132:Lung externl:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.163
Diagnosis:9ccs128:Asthma:0.095
Diagnosis:9ccs122:Pneumonia:0.087
Diagnosis:9ccs58:Ot nutrit dx:0.075
Diagnosis:9ccs135:Intest infct:0.044
Diagnosis:9ccs125:Bronchitis:0.044
Diagnosis:9ccs90:Eye infectn:0.044
MatDeliveryAge:-0.044
Maternal Diagnosis:9ccs185:Long pregncy:0.043
Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs64:Ot hematl dx:1.000
Diagnosis:9ccs49:DiabMel no c:0.353
Maternal Lab History: LH-postPregnancy:-0.289
Diagnosis:9ccs190:Fetal distrs:0.248
Diagnosis:9ccs61:Sickle cell:0.232
Maternal Lab History: FASTING-postPregnancy:0.227
Maternal Lab History: 1 HOUR-otherPregnancy:0.197
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.174
Maternal Lab History: 1/2 HOUR-postPregnancy:0.168
Maternal Lab History: URINE KETONES-otherPregnancy:0.166
Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs55:Fluid/elc dx:1.000
Maternal Diagnosis:10ccs195:Ot compl bir-postPregnancy:0.257
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.146
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.129
Maternal Diagnosis:9ccs175:Ot femal gen:0.125
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.100
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.100
Maternal Procedure History:90656-postPregnancy:0.093
Diagnosis:9ccs204:Ot joint dx:0.092
Diagnosis:9ccs242:Poisn ot med:0.092
Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs240:Burns:1.000
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.288
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy:0.288
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.288
Maternal Diagnosis:9ccs121:Oth vein dx:0.288
Maternal Lab History: RETIC HGB-postPregnancy:-0.228
Maternal Lab History: RET %-postPregnancy:0.192
Maternal Lab History: RET ABS-postPregnancy:0.185
Maternal Diagnosis:9ccs209:Ot acq defor-postPregnancy:0.164
Maternal Diagnosis:9ccs143:Abdom hernia:0.141
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Maternal Diagnosis:9ccs208:Acq foot def-otherPregnancy:0.222
Maternal Diagnosis:9ccs208:Acq foot def-postPregnancy:0.222
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.222
Maternal Diagnosis:9ccs235:Opn wnd head:0.222
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.222
Diagnosis:9ccs118:Phlebitis:0.222
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.189
Diagnosis:9ccs204:Ot joint dx:0.163
Maternal Procedure History:97035-postPregnancy:0.159
Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.400
Maternal Diagnosis:9ccs2603:E Codes: Fall-postPregnancy:0.241
Diagnosis:9ccs159:UTI:0.240
Maternal Lab History: TIMED URINE TOTAL PROTEIN-otherPregnancy:0.192
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.172
Maternal Lab History: CREAT CLEAR RESULT-otherPregnancy:-0.172
Newborn Diagnosis:9ccs214:GI cong anom:0.169
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.139
Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:1.000
Diagnosis:10ccs238:Complic proc:0.377
Diagnosis:9ccs2604:E Codes: Fire/burn:0.377
Maternal Diagnosis:9ccs4:Mycoses:0.377
Maternal Diagnosis:9ccs56:Cystic fibro:0.377
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.319
Diagnosis:9ccs242:Poisn ot med:0.283
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.266
Maternal Diagnosis:10ccs181:Ot preg comp-postPregnancy:0.216
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.213
Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs76:Meningitis:1.000
Maternal Lab History: A/G-otherPregnancy:-0.318
Maternal Lab History: GLOBULIN-otherPregnancy:0.242
Maternal Lab History: A/G-postPregnancy:-0.229
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.226
Maternal Procedure History:97530-postPregnancy:0.219
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.214
Lab:323825 STREP SCREEN THROAT - Sunrise:0.208
Maternal Lab History: URIC ACID-otherPregnancy:0.191
Maternal Lab History: HERPES I IgG-otherPregnancy:0.190
Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.312
Diagnosis:9ccs213:Cardiac anom:0.310
Maternal Lab History: AMP/SULBACTAM-postPregnancy:0.236
Maternal Lab History: TSH-otherPregnancy:0.236
Diagnosis:9ccs96:Hrt valve dx:0.230
Maternal Lab History: ATYPICAL LYMPHOCYTES-postPregnancy:-0.167
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.153
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.120
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.119
Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs171:Menstrual dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs171:Menstrual dx:1.000
Maternal Diagnosis:9ccs192:Umbil cord:0.126
Maternal Lab History: LDL-postPregnancy:-0.107
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:-0.103
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.092
Diagnosis:9ccs224:Ot perint dx:0.089
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.062
Maternal Diagnosis:9ccs185:Long pregncy:0.061
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.060
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:-0.056
Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs242:Poisn ot med:1.000
Diagnosis:9ccs2604:E Codes: Fire/burn:0.377
Diagnosis:10ccs238:Complic proc:0.377
Maternal Diagnosis:10ccs50:DiabMel w/cm-postPregnancy:0.377
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.336
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.329
Diagnosis:9ccs204:Ot joint dx:0.283
Maternal Lab History: MICRO/CREAT RATIO-postPregnancy:0.268
Maternal Lab History: MICROALBUMIN-postPregnancy:0.268
Maternal Diagnosis:10ccs4:Mycoses-postPregnancy:0.266
Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.435
Newborn Diagnosis:9ccs219:Low birth wt:0.413
Maternal Diagnosis:9ccs52:Nutrit defic-otherPregnancy:0.195
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.195
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.195
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.195
Maternal Diagnosis:9ccs235:Opn wnd head:0.195
Maternal Diagnosis:9ccs149:Biliary dx-otherPregnancy:0.195
Newborn Diagnosis:9ccs256:Exam/eval:0.187
Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs196:Nml preg/del:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.120
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.072
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.072
Diagnosis:9ccs197:Skin infectn:0.046
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.045
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.045
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.043
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:-0.043
Diagnosis:9ccs198:Ot infl skin:0.041
Diagnosis:9ccs246:FUO | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs246:FUO:1.000
Maternal Diagnosis:10ccs7:Viral infect-otherPregnancy:0.707
Maternal Diagnosis:10ccs126:Ot up rsp in-otherPregnancy:0.707
Maternal Diagnosis:10ccs26:Cervix cancr-otherPregnancy:0.707
Maternal Diagnosis:9ccs177:Spont abortn-otherPregnancy:0.707
Maternal Diagnosis:10ccs26:Cervix cancr-postPregnancy:0.499
Maternal Diagnosis:10ccs126:Ot up rsp in-postPregnancy:0.499
Maternal Diagnosis:10ccs7:Viral infect-postPregnancy:0.499
Maternal Diagnosis:10ccs10:Immuniz/scrn-otherPregnancy:0.499
Maternal Diagnosis:9ccs90:Eye infectn-otherPregnancy:0.407
Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs3:Oth bact inf:1.000
Diagnosis:9ccs120:Hemmorhoids:0.315
Maternal Lab History: VZV CONF IGG (EIA)-postPregnancy:0.138
Maternal Lab History: eGFR-postPregnancy:-0.109
Maternal Lab History: COLONY COUNT-otherPregnancy:0.107
Maternal Lab History: RUBELLA-otherPregnancy:0.106
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.100
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.097
Maternal Procedure History:99401-otherPregnancy:0.090
Maternal Lab History: EOSINOPHIL-postPregnancy:0.088
Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs63:Wht blood dx:1.000
Newborn Diagnosis:9ccs143:Abdom hernia:0.353
Maternal Diagnosis:9ccs138:Esophgeal dx:0.155
Maternal Diagnosis:9ccs182:Hemorr preg:0.148
Diagnosis:9ccs209:Ot acq defor:0.121
Newborn Diagnosis:9ccs221:Resp distres:0.121
Diagnosis:9ccs168:PID:0.121
Diagnosis:9ccs159:UTI:0.099
Maternal Diagnosis:9ccs191:Amnios dx:0.091
Diagnosis:9ccs143:Abdom hernia:0.091
Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Diagnosis:10ccs205:Back problem-postPregnancy:0.315
Maternal Diagnosis:9ccs95:Oth nerv dx:0.180
Maternal Diagnosis:9ccs89:Blindness-otherPregnancy:0.180
Maternal Diagnosis:9ccs215:gu cong anom:0.155
Maternal Diagnosis:9ccs117:Ot circul dx:0.155
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.125
Diagnosis:9ccs250:Nausea/vomit:0.120
Newborn Diagnosis:9ccs215:gu cong anom:0.100
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.090
Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs8:Oth infectns:1.000
Maternal Diagnosis:9ccs220:Birth asphyx-postPregnancy:0.178
Diagnosis:9ccs73:Preadult dx:0.178
Diagnosis:9ccs44:Neoplsm unsp:0.175
Maternal Lab History: eGFR-otherPregnancy:0.119
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.114
Maternal Lab History: eGFR-postPregnancy:0.114
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.113
Maternal Lab History: UIBC-postPregnancy:0.105
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.095
Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:1.000
Lab:294147 FREE T4 - LMC:-0.353
Maternal Diagnosis:9ccs137:Mouth dx-postPregnancy:0.234
Diagnosis:9ccs83:Epilepsy/cnv:0.193
Lab:294205 TSH REFLEX TO FT4 - LMC:-0.167
Diagnosis:9ccs51:Ot endo dsor:0.113
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.109
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Diagnosis:9ccs167:Breast dx:0.104
Maternal Diagnosis:9ccs182:Hemorr preg:0.083
Lab:294495 LEAD, BLOOD - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:294495 LEAD, BLOOD - LMC:1.000
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.328
Maternal Diagnosis:9ccs84:Headache/mig:0.289
Maternal Diagnosis:9ccs255:Social admin:-0.204
Lab:294203 BILIRUBIN TOTAL - LMC:-0.100
Diagnosis:9ccs243:Poisn nonmed:-0.092
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.091
Maternal Diagnosis:9ccs187:Malposition:0.088
Lab:295669 BILIRUBIN DIRECT - LMC:-0.087
Diagnosis:9ccs140:Gastritis:-0.077
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs232:Sprain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs232:Sprain:1.000
Maternal Diagnosis:9ccs55:Fluid/elc dx-postPregnancy:1.000
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.962
Maternal Diagnosis:9ccs98:HTN-otherPregnancy:0.707
Maternal Lab History: FREE T-4-otherPregnancy:-0.661
Maternal Diagnosis:9ccs183:HTN in preg-otherPregnancy:0.500
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.447
Maternal Lab History: PHOSPHOROUS-postPregnancy:0.434
Maternal Diagnosis:9ccs98:HTN:0.408
Maternal Lab History: FREE T3-otherPregnancy:-0.384
Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Maternal Diagnosis:9ccs235:Opn wnd head:0.249
Maternal Diagnosis:10ccs58:Ot nutrit dx:0.249
Maternal Diagnosis:9ccs2603:E Codes: Fall:0.249
Maternal Diagnosis:9ccs2621:E Codes: Place of occurrence:0.247
Newborn Diagnosis:9ccs215:gu cong anom:0.245
Maternal Diagnosis:9ccs239:Superfic inj:0.174
Maternal Diagnosis:9ccs46:Bnign ut neo:0.171
Newborn Diagnosis:9ccs253:Allergy:0.152
Maternal Diagnosis:9ccs89:Blindness:0.141
Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs51:Ot endo dsor:1.000
Maternal Diagnosis:9ccs234:Crush injury-otherPregnancy:0.288
Maternal Diagnosis:9ccs93:Dizziness-otherPregnancy:0.288
Maternal Diagnosis:9ccs113:Late eff CVD-otherPregnancy:0.288
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.262
Maternal Lab History: HDL CHOLESTEROL-otherPregnancy:-0.204
Maternal Diagnosis:9ccs120:Hemmorhoids:0.202
Maternal Diagnosis:9ccs234:Crush injury-postPregnancy:0.202
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.172
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.141
Diagnosis:9ccs75:Hx mental dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs75:Hx mental dx:1.000
Maternal Diagnosis:9ccs194:Forceps del:0.287
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.203
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.202
Diagnosis:9ccs123:Influenza:0.146
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.117
Maternal Diagnosis:9ccs168:PID:0.116
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.114
Maternal Lab History: WEIGHT-postPregnancy:0.113
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.110
Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs245:Syncope:0.341
Diagnosis:9ccs233:Intracrn inj:0.241
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.241
Newborn Diagnosis:9ccs59:Anemia:0.241
Diagnosis:9ccs118:Phlebitis:0.241
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.241
Maternal Diagnosis:9ccs253:Allergy-otherPregnancy:0.239
Maternal Procedure History:93005-postPregnancy:0.199
Diagnosis:9ccs48:Thyroid dsor:0.193
Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs212:Ot bone dx:1.000
Diagnosis:9ccs210:SLE:0.288
Diagnosis:9ccs254:Rehab:0.288
Diagnosis:9ccs52:Nutrit defic:0.141
Diagnosis:9ccs62:Coag/hemr dx:0.125
Diagnosis:9ccs209:Ot acq defor:0.095
Diagnosis:9ccs89:Blindness:0.090
Diagnosis:9ccs51:Ot endo dsor:0.077
Newborn Diagnosis:9ccs96:Hrt valve dx:0.070
Maternal Diagnosis:9ccs176:Contraceptiv:0.067
Lab:294199 BILIRUBIN SCAN - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Lab:294199 BILIRUBIN SCAN - LMC:1.000
Maternal Lab History: INHMOM-postPregnancy:-0.128
Maternal Lab History: NT MoM-postPregnancy:-0.101
Diagnosis:9ccs127:COPD:0.092
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.086
Maternal Lab History: ESTRIOL-postPregnancy:0.081
Maternal Lab History: APF MoM-postPregnancy:-0.078
Maternal Lab History: hCG MoM-postPregnancy:-0.071
Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.063
Maternal Lab History: PAPP-A MoM-postPregnancy:-0.050
Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.502
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:0.558
Maternal Lab History: METAMYELOCYTE-otherPregnancy:0.395
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.334
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.291
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.291
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.246
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:-0.242
Maternal Procedure History:90746-postPregnancy:0.240
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.211
Diagnosis:9ccs52:Nutrit defic | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs52:Nutrit defic:1.000
Diagnosis:9ccs210:SLE:0.500
Maternal Lab History: HCG-otherPregnancy:0.244
Diagnosis:9ccs62:Coag/hemr dx:0.222
Diagnosis:9ccs209:Ot acq defor:0.178
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.178
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.174
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.155
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.150
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.148
Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs205:Back problem:1.000
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.288
Maternal Lab History: GLUCOSE POCT-otherPregnancy:0.249
Maternal Procedure History:93005-postPregnancy:0.237
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.223
Maternal Lab History: APF MoM-otherPregnancy:0.213
Maternal Lab History: INHMOM-otherPregnancy:0.210
Maternal Lab History: TSH-otherPregnancy:0.205
Maternal Procedure History:93005-otherPregnancy:0.205
Maternal Diagnosis:9ccs106:Dysrhythmia-otherPregnancy:0.202
Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs147:Anal/rectal:1.000
Diagnosis:9ccs228:Fx skull fac:0.249
Diagnosis:9ccs2619:e codes: other specified- nec:0.249
Maternal Diagnosis:9ccs75:Hx mental dx-postPregnancy:0.249
Maternal Lab History: LUTENIZING HORMONE(LH)-postPregnancy:0.178
Maternal Diagnosis:9ccs242:Poisn ot med-postPregnancy:0.174
Maternal Diagnosis:9ccs50:DiabMel w/cm:0.174
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:0.174
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.155
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.151
Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs214:GI cong anom:1.000
Diagnosis:9ccs145:Int obstruct:0.288
Diagnosis:9ccs199:Ulcer skin:0.288
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.202
Maternal Diagnosis:9ccs219:Low birth wt-otherPregnancy:0.164
Maternal Diagnosis:9ccs215:gu cong anom:0.141
Newborn Diagnosis:9ccs0:No DX:0.125
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.125
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.125
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.113
Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:1.000
Maternal Lab History: HERPES I IgG-otherPregnancy:0.548
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.487
Maternal Lab History: GFR in African American-otherPregnancy:0.424
Maternal Lab History: GFR Calculation-otherPregnancy:0.423
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.259
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.230
Maternal Lab History: HCG-otherPregnancy:-0.224
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.216
Maternal Lab History: HERPES II IgG-otherPregnancy:0.215
Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs238:Complic proc:1.000
Diagnosis:9ccs87:Retinal dx:0.447
Maternal Diagnosis:10ccs49:DiabMel no c-otherPregnancy:0.447
Maternal Diagnosis:10ccs171:Menstrual dx-otherPregnancy:0.447
Newborn Diagnosis:9ccs58:Ot nutrit dx:0.447
Newborn Diagnosis:9ccs59:Anemia:0.447
Lab:296169 RETICULOCYTE COUNT- LMC:-0.317
Maternal Diagnosis:10ccs53:Hyperlipidem-otherPregnancy:0.315
Maternal Diagnosis:10ccs49:DiabMel no c-postPregnancy:0.315
Maternal Diagnosis:9ccs53:Hyperlipidem-otherPregnancy:0.257
* Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Diagnosis:9ccs252:Fatigue:0.301
Maternal Diagnosis:9ccs89:Blindness-postPregnancy:0.299
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.214
Maternal Procedure History:97035-postPregnancy:0.214
Maternal Lab History: 25-hydroxy Vitamin D-postPregnancy:-0.214
Maternal Diagnosis:9ccs197:Skin infectn-otherPregnancy:0.211
Maternal Diagnosis:9ccs232:Sprain-postPregnancy:0.211
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.176
Maternal Diagnosis:9ccs53:Hyperlipidem:0.171
Newborn Diagnosis:9ccs191:Amnios dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.498
Correlated most with:
Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000
Maternal Procedure History:99211-otherPregnancy:0.391
Maternal Lab History: 2 HOUR-postPregnancy:0.343
Maternal Lab History: TSH-postPregnancy:-0.339
Maternal Diagnosis:9ccs191:Amnios dx-otherPregnancy:-0.314
Maternal Diagnosis:9ccs133:Oth low resp-otherPregnancy:-0.314
Maternal Diagnosis:9ccs219:Low birth wt-postPregnancy:0.284
Maternal Diagnosis:9ccs212:Ot bone dx-otherPregnancy:-0.275
Maternal Procedure History:90746-postPregnancy:0.259
Maternal Lab History: 3 HOUR-otherPregnancy:0.227
Lab:296169 RETICULOCYTE COUNT- LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:296169 RETICULOCYTE COUNT- LMC:1.000
Newborn Diagnosis:9ccs58:Ot nutrit dx:-0.707
Newborn Diagnosis:9ccs59:Anemia:-0.707
Diagnosis:9ccs238:Complic proc:-0.317
Lab:295669 BILIRUBIN DIRECT - LMC:-0.218
Lab:294203 BILIRUBIN TOTAL - LMC:-0.210
Diagnosis:9ccs83:Epilepsy/cnv:-0.172
Diagnosis:9ccs234:Crush injury:0.142
Diagnosis:9ccs258:Other screen:0.128
Diagnosis:9ccs89:Blindness:0.124
Diagnosis:9ccs229:Fx arm | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs229:Fx arm:1.000
Diagnosis:9ccs236:Opn wnd extr:0.407
Diagnosis:9ccs231:Oth fracture:0.332
Diagnosis:9ccs244:Other injury:0.148
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.115
Maternal Lab History: BETA HCG FREE-postPregnancy:0.097
Diagnosis:9ccs256:Exam/eval:0.094
Maternal Lab History: URINE PH-postPregnancy:0.091
Maternal Lab History: hCG MoM-postPregnancy:0.082
Maternal Lab History: CHLORIDE-otherPregnancy:0.082
Diagnosis:9ccs2620:E Codes: Unspecified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2620:E Codes: Unspecified:1.000
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.285
Maternal Lab History: PH-otherPregnancy:0.278
Diagnosis:10ccs58:Ot nutrit dx:0.228
Diagnosis:9ccs2603:E Codes: Fall:0.172
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.160
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.151
Maternal Procedure History:90656-otherPregnancy:-0.111
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.085
Diagnosis:9ccs94:Other ear dx:0.082
Vital: BP-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs168:PID | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs168:PID:1.000
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.273
Diagnosis:9ccs205:Back problem:0.200
Diagnosis:9ccs163:Other GU dx:0.200
Diagnosis:9ccs224:Ot perint dx:0.178
Maternal Diagnosis:9ccs138:Esophgeal dx:0.155
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.141
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.121
Diagnosis:9ccs63:Wht blood dx:0.121
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Diagnosis:9ccs129:Asp pneumon | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs129:Asp pneumon:1.000
Maternal Lab History: IRON % SATURATION-postPregnancy:-0.689
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.315
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.301
Maternal Lab History: UIBC-postPregnancy:0.286
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.266
Maternal Procedure History:81000-postPregnancy:0.257
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.191
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.167
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.151
Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs70:Schizo/rl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs70:Schizo/rl dx:1.000
Diagnosis:9ccs95:Oth nerv dx:0.152
Diagnosis:9ccs113:Late eff CVD:0.106
Diagnosis:9ccs94:Other ear dx:0.082
Diagnosis:9ccs74:Ot mentl cnd:0.079
Diagnosis:9ccs151:Oth liver dx:0.073
Diagnosis:9ccs222:Perint jaund:0.072
Maternal Lab History: MCV-postPregnancy:0.058
Maternal Procedure History:36415-postPregnancy:-0.048
Maternal Diagnosis:9ccs190:Fetal distrs:0.045
Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs220:Birth asphyx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs228:Fx skull fac | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs228:Fx skull fac:1.000
Diagnosis:9ccs2619:e codes: other specified- nec:1.000
Diagnosis:9ccs147:Anal/rectal:0.249
Diagnosis:9ccs258:Other screen:0.178
Diagnosis:9ccs256:Exam/eval:0.085
Diagnosis:9ccs136:Teeth dx:0.084
Diagnosis:9ccs239:Superfic inj:0.077
Diagnosis:9ccs222:Perint jaund:0.072
Diagnosis:9ccs133:Oth low resp:0.069
Maternal Diagnosis:9ccs189:Prev c-sectn:0.055
Diagnosis:9ccs245:Syncope | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs245:Syncope:1.000
Maternal Diagnosis:9ccs51:Ot endo dsor-postPregnancy:0.707
Maternal Procedure History:93005-postPregnancy:0.578
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.407
Diagnosis:9ccs83:Epilepsy/cnv:0.341
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.315
Maternal Diagnosis:9ccs69:Affective dx:0.315
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.222
Newborn Diagnosis:9ccs253:Allergy:0.222
Diagnosis:9ccs205:Back problem:0.202
Diagnosis:9ccs145:Int obstruct | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs145:Int obstruct:1.000
Maternal Diagnosis:9ccs121:Oth vein dx-postPregnancy:0.707
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.447
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.408
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.408
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.353
Diagnosis:9ccs214:GI cong anom:0.288
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.276
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.266
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.181
Newborn Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs231:Oth fracture | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs231:Oth fracture:1.000
Diagnosis:9ccs229:Fx arm:0.332
Diagnosis:9ccs223:Birth trauma:0.255
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.237
Maternal Lab History: PROLACTIN-postPregnancy:-0.229
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.166
Diagnosis:10ccs58:Ot nutrit dx:0.129
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.116
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.115
Maternal Lab History: CHLORIDE-otherPregnancy:0.101
Vital: BP-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Newborn Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs236:Opn wnd extr | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs236:Opn wnd extr:1.000
Diagnosis:9ccs229:Fx arm:0.407
Maternal Lab History: BETA HCG FREE-postPregnancy:0.119
Maternal Lab History: hCG MoM-postPregnancy:0.100
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.066
Maternal Diagnosis:9ccs192:Umbil cord:0.058
Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.058
Diagnosis:9ccs197:Skin infectn:0.046
Maternal Lab History: NO. OF FETUSES-postPregnancy:-0.045
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.044
Newborn Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:1.000
Diagnosis:9ccs230:Fx leg:0.447
Diagnosis:9ccs210:SLE:0.447
Diagnosis:9ccs52:Nutrit defic:0.222
Diagnosis:9ccs64:Ot hematl dx:0.155
Diagnosis:9ccs134:Ot uppr resp:0.150
Diagnosis:9ccs89:Blindness:0.150
Diagnosis:9ccs212:Ot bone dx:0.125
Diagnosis:9ccs251:Abdomnl pain:0.120
Maternal Diagnosis:9ccs7:Viral infect:0.115
Diagnosis:9ccs254:Rehab | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs254:Rehab:1.000
Diagnosis:9ccs212:Ot bone dx:0.288
Diagnosis:9ccs247:Lymph enlarg:0.199
Diagnosis:9ccs259:Unclassified:0.091
Diagnosis:9ccs136:Teeth dx:0.084
Diagnosis:9ccs58:Ot nutrit dx:0.075
Diagnosis:9ccs151:Oth liver dx:0.073
MatDeliveryAge:0.059
Diagnosis:9ccs125:Bronchitis:0.044
Diagnosis:9ccs90:Eye infectn:0.044
Vital: BP-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs72:Anxiety dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs72:Anxiety dx:1.000
Diagnosis:9ccs134:Ot uppr resp:0.085
Diagnosis:9ccs256:Exam/eval:0.085
Diagnosis:9ccs136:Teeth dx:0.084
Diagnosis:9ccs74:Ot mentl cnd:0.079
Diagnosis:9ccs217:Ot cong anom:0.079
Diagnosis:9ccs58:Ot nutrit dx:0.075
Number of Visits:0.068
Maternal Diagnosis:9ccs190:Fetal distrs:0.045
Diagnosis:9ccs90:Eye infectn:0.044
Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:1.000
Maternal Diagnosis:9ccs5:HIV infectn-otherPregnancy:0.353
Newborn Diagnosis:9ccs5:HIV infectn:0.353
Diagnosis:9ccs118:Phlebitis:0.353
Diagnosis:9ccs16:Liver/ibd ca:0.353
Maternal Diagnosis:9ccs5:HIV infectn-postPregnancy:0.248
Newborn Diagnosis:9ccs216:Nerv cong an:0.248
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.168
Newborn Diagnosis:9ccs95:Oth nerv dx:0.155
Maternal Diagnosis:9ccs5:HIV infectn:0.141
Diagnosis:9ccs2619:e codes: other specified- nec | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs228:Fx skull fac:1.000
Diagnosis:9ccs2619:e codes: other specified- nec:1.000
Diagnosis:9ccs147:Anal/rectal:0.249
Diagnosis:9ccs258:Other screen:0.178
Diagnosis:9ccs256:Exam/eval:0.085
Diagnosis:9ccs136:Teeth dx:0.084
Diagnosis:9ccs239:Superfic inj:0.077
Diagnosis:9ccs222:Perint jaund:0.072
Diagnosis:9ccs133:Oth low resp:0.069
Maternal Diagnosis:9ccs189:Prev c-sectn:0.055
Vital: HC Percentile-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs2618:E Codes: Other specified and classifiable | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2618:E Codes: Other specified and classifiable:1.000
Maternal Lab History: ALPHA FETO PROTEIN TUMOR MARKE-postPregnancy:0.437
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.417
Maternal Diagnosis:9ccs161:Ot dx kidney-postPregnancy:0.407
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.376
Maternal Lab History: GAMMA GT-postPregnancy:0.321
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.315
Maternal Lab History: IMMATURE GRANULOCYTES-postPregnancy:0.289
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.279
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.237
Lab:306025 PPD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 3 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:306025 PPD:1.000
Maternal Diagnosis:9ccs172:Ovarian cyst:0.364
Diagnosis:9ccs61:Sickle cell:0.272
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.157
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.147
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.135
Maternal Procedure History:86703-postPregnancy:-0.114
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.106
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.097
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.088
Vital: BP-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Lab:323700 CULTURE THROAT W SENS - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:323700 CULTURE THROAT W SENS - Sunrise:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.506
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.500
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-postPregnancy:-0.500
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.500
Maternal Lab History: GLUCOSE (Fasting)-postPregnancy:0.500
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.429
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.354
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.319
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.318
Lab:294205 TSH REFLEX TO FT4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Lab:294205 TSH REFLEX TO FT4 - LMC:1.000
Lab:294147 FREE T4 - LMC:0.502
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:-0.303
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:-0.303
Diagnosis:9ccs140:Gastritis:0.228
Maternal Procedure History:90746-postPregnancy:-0.196
Diagnosis:9ccs48:Thyroid dsor:-0.167
Maternal Procedure History:86580-postPregnancy:-0.160
Maternal Diagnosis:9ccs61:Sickle cell:-0.101
Diagnosis:9ccs94:Other ear dx:0.076
Lab:294147 FREE T4 - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.498
Correlated most with:
Lab:294147 FREE T4 - LMC:1.000
Lab:294205 TSH REFLEX TO FT4 - LMC:0.502
Diagnosis:9ccs48:Thyroid dsor:-0.353
Maternal Diagnosis:9ccs109:Acute CVD-postPregnancy:0.221
Maternal Diagnosis:9ccs61:Sickle cell-postPregnancy:0.221
Maternal Procedure History:90746-postPregnancy:0.143
Diagnosis:9ccs204:Ot joint dx:0.126
Diagnosis:9ccs242:Poisn ot med:0.126
Maternal Procedure History:86580-postPregnancy:0.117
Diagnosis:9ccs55:Fluid/elc dx:0.086
Newborn Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 2 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs106:Dysrhythmia:1.000
Diagnosis:9ccs105:Conduction:0.707
Lab:292495 LEAD LEVEL - Sunrise:-0.190
Diagnosis:9ccs219:Low birth wt:0.136
Maternal Lab History: PLATELET COUNT-postPregnancy:0.128
Diagnosis:9ccs124:Tonsillitis:0.124
Diagnosis:9ccs47:Ot bnign neo:0.112
Maternal Lab History: WBC-postPregnancy:0.098
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.096
Diagnosis:9ccs213:Cardiac anom:0.092
Newborn Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 4 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 0.755256329283
Number of Visits : 0.0152519326729
MatDeliveryAge : 0.0120911070063
Census : 0.156661656832
Diagnosis : 0.0505356541038
Lab : 0.00398557413855
Newborn Diagnosis : 0.00621774596276
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_index_no_min_no_wt_bmi
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_results_no_min_no_wt_bmi
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_models_no_min_no_wt_bmi.pkl
-----------------------------------------------------
girls no_min wfl_19_24 lasso
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.261, R^2 test: 0.151
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.261, R^2 test: 0.152
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.261, R^2 test: 0.154
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.247, R^2 test: 0.167
best alpha via bootstrap CV: 0.1
AUC Train: 0.758, Explained Variance Score Train: 0.247
AUC Validation: 0.746, Explained Variance Score Validation: 0.329
AUC Test: 0.718, Explained Variance Score Test: 0.181
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.286, R^2 test: 0.135
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.286, R^2 test: 0.137
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.286, R^2 test: 0.139
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.276, R^2 test: 0.167
best alpha via bootstrap CV: 0.1
AUC Train: 0.773, Explained Variance Score Train: 0.276
AUC Validation: 0.733, Explained Variance Score Validation: 0.059
AUC Test: 0.718, Explained Variance Score Test: 0.174
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.166, R^2 test: 0.175
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.166, R^2 test: 0.174
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.165, R^2 test: 0.174
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.152, R^2 test: 0.152
best alpha via bootstrap CV: 0.001
AUC Train: 0.727, Explained Variance Score Train: 0.166
AUC Validation: 0.773, Explained Variance Score Validation: 0.280
AUC Test: 0.718, Explained Variance Score Test: 0.179
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.151, R^2 test: 0.172
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.151, R^2 test: 0.171
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.151, R^2 test: 0.171
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.141, R^2 test: 0.152
best alpha via bootstrap CV: 0.001
AUC Train: 0.682, Explained Variance Score Train: 0.151
AUC Validation: 0.762, Explained Variance Score Validation: 0.187
AUC Test: 0.718, Explained Variance Score Test: 0.178
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.268, R^2 test: 0.129
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.268, R^2 test: 0.131
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.267, R^2 test: 0.133
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.257, R^2 test: 0.154
best alpha via bootstrap CV: 0.1
AUC Train: 0.786, Explained Variance Score Train: 0.257
AUC Validation: 0.753, Explained Variance Score Validation: 0.299
AUC Test: 0.718, Explained Variance Score Test: 0.178
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.302, R^2 test: 0.178
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.302, R^2 test: 0.178
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.302, R^2 test: 0.178
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.289, R^2 test: 0.175
best alpha via bootstrap CV: 0.01
AUC Train: 0.753, Explained Variance Score Train: 0.302
AUC Validation: 0.782, Explained Variance Score Validation: 0.233
AUC Test: 0.718, Explained Variance Score Test: 0.180
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.244, R^2 test: 0.157
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.244, R^2 test: 0.158
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.244, R^2 test: 0.159
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.234, R^2 test: 0.170
best alpha via bootstrap CV: 0.1
AUC Train: 0.748, Explained Variance Score Train: 0.234
AUC Validation: 0.787, Explained Variance Score Validation: 0.335
AUC Test: 0.718, Explained Variance Score Test: 0.181
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.284, R^2 test: 0.143
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.284, R^2 test: 0.144
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.284, R^2 test: 0.145
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.276, R^2 test: 0.154
best alpha via bootstrap CV: 0.1
AUC Train: 0.705, Explained Variance Score Train: 0.276
AUC Validation: 0.727, Explained Variance Score Validation: 0.224
AUC Test: 0.718, Explained Variance Score Test: 0.180
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.248, R^2 test: 0.164
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.248, R^2 test: 0.164
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.248, R^2 test: 0.165
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.232, R^2 test: 0.166
best alpha via bootstrap CV: 0.1
AUC Train: 0.736, Explained Variance Score Train: 0.232
AUC Validation: 0.702, Explained Variance Score Validation: 0.225
AUC Test: 0.718, Explained Variance Score Test: 0.178
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.266, R^2 test: 0.171
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.266, R^2 test: 0.172
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.266, R^2 test: 0.173
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.255, R^2 test: 0.181
best alpha via bootstrap CV: 0.1
AUC Train: 0.779, Explained Variance Score Train: 0.255
AUC Validation: 0.684, Explained Variance Score Validation: 0.193
AUC Test: 0.718, Explained Variance Score Test: 0.181
total variables 1 and total subjects: 1698
->AUC validation: 0.745 95% CI: [0.725 , 0.765]
->AUC test: 0.718 95% CI: [0.718 , 0.718]
->Explained Variance (R2) validation: 0.236 95% CI: [0.188 , 0.284]
->Explained Variance (R2) test: 0.179 95% CI: [0.178 , 0.180]
Test set metrics:
@threshold:2.587, sens:0.000, spec:1.000, ppv:0.000, acc:0.870, f1:0.000, total+:0, total-:339
@threshold:1.587, sens:0.000, spec:1.000, ppv:0.000, acc:0.870, f1:0.000, total+:0, total-:339
@threshold:1.445, sens:0.023, spec:0.997, ppv:0.500, acc:0.870, f1:0.043, total+:2, total-:337
@threshold:1.162, sens:0.045, spec:0.993, ppv:0.500, acc:0.870, f1:0.083, total+:4, total-:335
@threshold:1.089, sens:0.068, spec:0.990, ppv:0.500, acc:0.870, f1:0.120, total+:6, total-:333
@threshold:1.087, sens:0.091, spec:0.990, ppv:0.571, acc:0.873, f1:0.157, total+:7, total-:332
@threshold:1.047, sens:0.091, spec:0.986, ppv:0.500, acc:0.870, f1:0.154, total+:8, total-:331
@threshold:0.985, sens:0.114, spec:0.983, ppv:0.500, acc:0.870, f1:0.185, total+:10, total-:329
@threshold:0.870, sens:0.136, spec:0.980, ppv:0.500, acc:0.870, f1:0.214, total+:12, total-:327
@threshold:0.767, sens:0.159, spec:0.966, ppv:0.412, acc:0.861, f1:0.230, total+:17, total-:322
@threshold:0.709, sens:0.182, spec:0.963, ppv:0.421, acc:0.861, f1:0.254, total+:19, total-:320
@threshold:0.687, sens:0.205, spec:0.959, ppv:0.429, acc:0.861, f1:0.277, total+:21, total-:318
@threshold:0.679, sens:0.205, spec:0.956, ppv:0.409, acc:0.858, f1:0.273, total+:22, total-:317
@threshold:0.576, sens:0.227, spec:0.939, ppv:0.357, acc:0.847, f1:0.278, total+:28, total-:311
@threshold:0.563, sens:0.250, spec:0.936, ppv:0.367, acc:0.847, f1:0.297, total+:30, total-:309
@threshold:0.561, sens:0.273, spec:0.936, ppv:0.387, acc:0.850, f1:0.320, total+:31, total-:308
@threshold:0.559, sens:0.273, spec:0.932, ppv:0.375, acc:0.847, f1:0.316, total+:32, total-:307
@threshold:0.542, sens:0.295, spec:0.922, ppv:0.361, acc:0.841, f1:0.325, total+:36, total-:303
@threshold:0.530, sens:0.318, spec:0.919, ppv:0.368, acc:0.841, f1:0.341, total+:38, total-:301
@threshold:0.522, sens:0.341, spec:0.919, ppv:0.385, acc:0.844, f1:0.361, total+:39, total-:300
@threshold:0.516, sens:0.341, spec:0.915, ppv:0.375, acc:0.841, f1:0.357, total+:40, total-:299
@threshold:0.431, sens:0.364, spec:0.892, ppv:0.333, acc:0.823, f1:0.348, total+:48, total-:291
@threshold:0.419, sens:0.364, spec:0.888, ppv:0.327, acc:0.820, f1:0.344, total+:49, total-:290
@threshold:0.418, sens:0.386, spec:0.888, ppv:0.340, acc:0.823, f1:0.362, total+:50, total-:289
@threshold:0.412, sens:0.386, spec:0.878, ppv:0.321, acc:0.814, f1:0.351, total+:53, total-:286
@threshold:0.407, sens:0.386, spec:0.875, ppv:0.315, acc:0.811, f1:0.347, total+:54, total-:285
@threshold:0.402, sens:0.409, spec:0.875, ppv:0.327, acc:0.814, f1:0.364, total+:55, total-:284
@threshold:0.397, sens:0.409, spec:0.871, ppv:0.321, acc:0.811, f1:0.360, total+:56, total-:283
@threshold:0.383, sens:0.432, spec:0.871, ppv:0.333, acc:0.814, f1:0.376, total+:57, total-:282
@threshold:0.376, sens:0.432, spec:0.868, ppv:0.328, acc:0.811, f1:0.373, total+:58, total-:281
@threshold:0.325, sens:0.432, spec:0.834, ppv:0.279, acc:0.782, f1:0.339, total+:68, total-:271
@threshold:0.325, sens:0.432, spec:0.831, ppv:0.275, acc:0.779, f1:0.336, total+:69, total-:270
@threshold:0.324, sens:0.455, spec:0.831, ppv:0.286, acc:0.782, f1:0.351, total+:70, total-:269
@threshold:0.296, sens:0.455, spec:0.814, ppv:0.267, acc:0.767, f1:0.336, total+:75, total-:264
@threshold:0.281, sens:0.477, spec:0.810, ppv:0.273, acc:0.767, f1:0.347, total+:77, total-:262
@threshold:0.272, sens:0.500, spec:0.810, ppv:0.282, acc:0.770, f1:0.361, total+:78, total-:261
@threshold:0.260, sens:0.500, spec:0.807, ppv:0.278, acc:0.767, f1:0.358, total+:79, total-:260
@threshold:0.224, sens:0.500, spec:0.790, ppv:0.262, acc:0.752, f1:0.344, total+:84, total-:255
@threshold:0.216, sens:0.500, spec:0.786, ppv:0.259, acc:0.749, f1:0.341, total+:85, total-:254
@threshold:0.175, sens:0.523, spec:0.776, ppv:0.258, acc:0.743, f1:0.346, total+:89, total-:250
@threshold:0.166, sens:0.523, spec:0.773, ppv:0.256, acc:0.740, f1:0.343, total+:90, total-:249
@threshold:0.147, sens:0.545, spec:0.759, ppv:0.253, acc:0.732, f1:0.345, total+:95, total-:244
@threshold:0.143, sens:0.545, spec:0.756, ppv:0.250, acc:0.729, f1:0.343, total+:96, total-:243
@threshold:0.058, sens:0.568, spec:0.719, ppv:0.231, acc:0.699, f1:0.329, total+:108, total-:231
@threshold:0.055, sens:0.568, spec:0.715, ppv:0.229, acc:0.696, f1:0.327, total+:109, total-:230
@threshold:0.035, sens:0.568, spec:0.698, ppv:0.219, acc:0.681, f1:0.316, total+:114, total-:225
@threshold:0.034, sens:0.568, spec:0.695, ppv:0.217, acc:0.678, f1:0.314, total+:115, total-:224
@threshold:0.033, sens:0.591, spec:0.692, ppv:0.222, acc:0.678, f1:0.323, total+:117, total-:222
@threshold:0.019, sens:0.614, spec:0.692, ppv:0.229, acc:0.681, f1:0.333, total+:118, total-:221
@threshold:0.007, sens:0.614, spec:0.685, ppv:0.225, acc:0.676, f1:0.329, total+:120, total-:219
@threshold:-0.047, sens:0.795, spec:0.447, ppv:0.177, acc:0.493, f1:0.289, total+:198, total-:141
@threshold:-0.054, sens:0.795, spec:0.444, ppv:0.176, acc:0.490, f1:0.288, total+:199, total-:140
@threshold:-0.061, sens:0.795, spec:0.431, ppv:0.172, acc:0.478, f1:0.283, total+:203, total-:136
@threshold:-0.063, sens:0.795, spec:0.427, ppv:0.172, acc:0.475, f1:0.282, total+:204, total-:135
@threshold:-0.089, sens:0.818, spec:0.417, ppv:0.173, acc:0.469, f1:0.286, total+:208, total-:131
@threshold:-0.090, sens:0.818, spec:0.414, ppv:0.172, acc:0.466, f1:0.285, total+:209, total-:130
@threshold:-0.158, sens:0.841, spec:0.373, ppv:0.167, acc:0.434, f1:0.278, total+:222, total-:117
@threshold:-0.159, sens:0.841, spec:0.369, ppv:0.166, acc:0.431, f1:0.277, total+:223, total-:116
@threshold:-0.173, sens:0.886, spec:0.353, ppv:0.170, acc:0.422, f1:0.285, total+:230, total-:109
@threshold:-0.181, sens:0.886, spec:0.349, ppv:0.169, acc:0.419, f1:0.284, total+:231, total-:108
@threshold:-0.286, sens:0.909, spec:0.295, ppv:0.161, acc:0.375, f1:0.274, total+:248, total-:91
@threshold:-0.286, sens:0.909, spec:0.292, ppv:0.161, acc:0.372, f1:0.273, total+:249, total-:90
@threshold:-0.295, sens:0.932, spec:0.275, ppv:0.161, acc:0.360, f1:0.274, total+:255, total-:84
@threshold:-0.301, sens:0.932, spec:0.271, ppv:0.160, acc:0.357, f1:0.273, total+:256, total-:83
@threshold:-0.379, sens:0.955, spec:0.227, ppv:0.156, acc:0.322, f1:0.268, total+:270, total-:69
@threshold:-0.383, sens:0.955, spec:0.224, ppv:0.155, acc:0.319, f1:0.267, total+:271, total-:68
@threshold:-0.453, sens:0.977, spec:0.203, ppv:0.155, acc:0.304, f1:0.267, total+:278, total-:61
@threshold:-0.453, sens:0.977, spec:0.200, ppv:0.154, acc:0.301, f1:0.266, total+:279, total-:60
@threshold:-0.460, sens:0.977, spec:0.193, ppv:0.153, acc:0.295, f1:0.265, total+:281, total-:58
@threshold:-0.461, sens:0.977, spec:0.190, ppv:0.152, acc:0.292, f1:0.264, total+:282, total-:57
@threshold:-0.540, sens:0.977, spec:0.139, ppv:0.145, acc:0.248, f1:0.252, total+:297, total-:42
@threshold:-0.549, sens:0.977, spec:0.136, ppv:0.144, acc:0.245, f1:0.251, total+:298, total-:41
@threshold:-0.586, sens:0.977, spec:0.115, ppv:0.141, acc:0.227, f1:0.247, total+:304, total-:35
@threshold:-0.597, sens:0.977, spec:0.112, ppv:0.141, acc:0.224, f1:0.246, total+:305, total-:34
@threshold:-0.621, sens:1.000, spec:0.112, ppv:0.144, acc:0.227, f1:0.251, total+:306, total-:33
@threshold:-0.697, sens:1.000, spec:0.088, ppv:0.141, acc:0.206, f1:0.246, total+:313, total-:26
@threshold:-0.701, sens:1.000, spec:0.085, ppv:0.140, acc:0.204, f1:0.246, total+:314, total-:25
@threshold:-1.606, sens:1.000, spec:0.003, ppv:0.130, acc:0.133, f1:0.230, total+:338, total-:1
* Vital: Wt for Length ZScore-avg19to24 | coef 0.486 95% CI: [0.455 , 0.516] | OR_adj 1.625 [1.577 1.675] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.718
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 0.485569198159
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_index_no_min_wfl_19_24
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_results_no_min_wfl_19_24
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_models_no_min_wfl_19_24.pkl
-----------------------------------------------------
girls no_min wfl_19_24 randomforest
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.679, R^2 test: -0.001
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.466, R^2 test: 0.107
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.345, R^2 test: 0.173
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.319, R^2 test: 0.188
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.828, Explained Variance Score Train: 0.319
AUC Validation: 0.719, Explained Variance Score Validation: 0.175
AUC Test: 0.765, Explained Variance Score Test: 0.197
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.550, R^2 test: -0.100
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.427, R^2 test: 0.012
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.278, R^2 test: 0.143
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.240, R^2 test: 0.169
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.769, Explained Variance Score Train: 0.240
AUC Validation: 0.794, Explained Variance Score Validation: 0.242
AUC Test: 0.734, Explained Variance Score Test: 0.169
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.734, R^2 test: 0.015
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.544, R^2 test: 0.096
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.380, R^2 test: 0.179
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.342, R^2 test: 0.190
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.768, Explained Variance Score Train: 0.342
AUC Validation: 0.787, Explained Variance Score Validation: 0.191
AUC Test: 0.745, Explained Variance Score Test: 0.192
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.675, R^2 test: -0.071
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.457, R^2 test: 0.063
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.272, R^2 test: 0.160
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.234, R^2 test: 0.181
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.749, Explained Variance Score Train: 0.234
AUC Validation: 0.707, Explained Variance Score Validation: 0.178
AUC Test: 0.737, Explained Variance Score Test: 0.181
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.741, R^2 test: 0.055
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.540, R^2 test: 0.121
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.370, R^2 test: 0.194
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.341, R^2 test: 0.203
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.855, Explained Variance Score Train: 0.341
AUC Validation: 0.783, Explained Variance Score Validation: 0.173
AUC Test: 0.738, Explained Variance Score Test: 0.203
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.561, R^2 test: -0.076
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.439, R^2 test: 0.031
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.283, R^2 test: 0.101
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.241, R^2 test: 0.134
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.833, Explained Variance Score Train: 0.241
AUC Validation: 0.717, Explained Variance Score Validation: 0.139
AUC Test: 0.696, Explained Variance Score Test: 0.136
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.615, R^2 test: 0.063
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.451, R^2 test: 0.126
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.294, R^2 test: 0.185
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.271, R^2 test: 0.196
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.846, Explained Variance Score Train: 0.271
AUC Validation: 0.708, Explained Variance Score Validation: 0.181
AUC Test: 0.747, Explained Variance Score Test: 0.213
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.782, R^2 test: 0.033
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.623, R^2 test: 0.119
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.468, R^2 test: 0.182
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.432, R^2 test: 0.200
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.802, Explained Variance Score Train: 0.432
AUC Validation: 0.712, Explained Variance Score Validation: 0.247
AUC Test: 0.756, Explained Variance Score Test: 0.200
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.663, R^2 test: -0.055
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.419, R^2 test: 0.131
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.262, R^2 test: 0.204
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.227, R^2 test: 0.209
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.728, Explained Variance Score Train: 0.227
AUC Validation: 0.800, Explained Variance Score Validation: 0.241
AUC Test: 0.764, Explained Variance Score Test: 0.209
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.725, R^2 test: 0.108
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.563, R^2 test: 0.150
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.435, R^2 test: 0.179
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.388, R^2 test: 0.200
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.819, Explained Variance Score Train: 0.388
AUC Validation: 0.759, Explained Variance Score Validation: 0.192
AUC Test: 0.756, Explained Variance Score Test: 0.216
total variables 1 and total subjects: 1698
->AUC validation: 0.749 95% CI: [0.725 , 0.772]
->AUC test: 0.744 95% CI: [0.732 , 0.756]
->Explained Variance (R2) validation: 0.196 95% CI: [0.175 , 0.217]
->Explained Variance (R2) test: 0.192 95% CI: [0.177 , 0.206]
Test set metrics:
@threshold:0.844, sens:0.000, spec:1.000, ppv:0.000, acc:0.823, f1:0.000, total+:0, total-:339
@threshold:0.832, sens:0.033, spec:1.000, ppv:1.000, acc:0.829, f1:0.065, total+:2, total-:337
@threshold:0.826, sens:0.050, spec:1.000, ppv:1.000, acc:0.832, f1:0.095, total+:3, total-:336
@threshold:0.802, sens:0.050, spec:0.996, ppv:0.750, acc:0.829, f1:0.094, total+:4, total-:335
@threshold:0.724, sens:0.067, spec:0.993, ppv:0.667, acc:0.829, f1:0.121, total+:6, total-:333
@threshold:0.724, sens:0.067, spec:0.989, ppv:0.571, acc:0.826, f1:0.119, total+:7, total-:332
@threshold:0.684, sens:0.067, spec:0.978, ppv:0.400, acc:0.817, f1:0.114, total+:10, total-:329
@threshold:0.683, sens:0.067, spec:0.975, ppv:0.364, acc:0.814, f1:0.113, total+:11, total-:328
@threshold:0.683, sens:0.083, spec:0.971, ppv:0.385, acc:0.814, f1:0.137, total+:13, total-:326
@threshold:0.669, sens:0.083, spec:0.968, ppv:0.357, acc:0.811, f1:0.135, total+:14, total-:325
@threshold:0.659, sens:0.100, spec:0.968, ppv:0.400, acc:0.814, f1:0.160, total+:15, total-:324
@threshold:0.634, sens:0.100, spec:0.964, ppv:0.375, acc:0.811, f1:0.158, total+:16, total-:323
@threshold:0.634, sens:0.117, spec:0.964, ppv:0.412, acc:0.814, f1:0.182, total+:17, total-:322
@threshold:0.634, sens:0.117, spec:0.957, ppv:0.368, acc:0.808, f1:0.177, total+:19, total-:320
@threshold:0.608, sens:0.117, spec:0.914, ppv:0.226, acc:0.773, f1:0.154, total+:31, total-:308
@threshold:0.605, sens:0.117, spec:0.910, ppv:0.219, acc:0.770, f1:0.152, total+:32, total-:307
@threshold:0.601, sens:0.133, spec:0.910, ppv:0.242, acc:0.773, f1:0.172, total+:33, total-:306
@threshold:0.552, sens:0.167, spec:0.910, ppv:0.286, acc:0.779, f1:0.211, total+:35, total-:304
@threshold:0.551, sens:0.183, spec:0.907, ppv:0.297, acc:0.779, f1:0.227, total+:37, total-:302
@threshold:0.544, sens:0.200, spec:0.907, ppv:0.316, acc:0.782, f1:0.245, total+:38, total-:301
@threshold:0.544, sens:0.200, spec:0.903, ppv:0.308, acc:0.779, f1:0.242, total+:39, total-:300
@threshold:0.544, sens:0.217, spec:0.903, ppv:0.325, acc:0.782, f1:0.260, total+:40, total-:299
@threshold:0.540, sens:0.217, spec:0.900, ppv:0.317, acc:0.779, f1:0.257, total+:41, total-:298
@threshold:0.540, sens:0.217, spec:0.892, ppv:0.302, acc:0.773, f1:0.252, total+:43, total-:296
@threshold:0.535, sens:0.217, spec:0.889, ppv:0.295, acc:0.770, f1:0.250, total+:44, total-:295
@threshold:0.504, sens:0.400, spec:0.885, ppv:0.429, acc:0.799, f1:0.414, total+:56, total-:283
@threshold:0.472, sens:0.400, spec:0.875, ppv:0.407, acc:0.791, f1:0.403, total+:59, total-:280
@threshold:0.468, sens:0.400, spec:0.867, ppv:0.393, acc:0.785, f1:0.397, total+:61, total-:278
@threshold:0.383, sens:0.400, spec:0.864, ppv:0.387, acc:0.782, f1:0.393, total+:62, total-:277
@threshold:0.380, sens:0.417, spec:0.860, ppv:0.391, acc:0.782, f1:0.403, total+:64, total-:275
@threshold:0.350, sens:0.433, spec:0.860, ppv:0.400, acc:0.785, f1:0.416, total+:65, total-:274
@threshold:0.345, sens:0.433, spec:0.846, ppv:0.377, acc:0.773, f1:0.403, total+:69, total-:270
@threshold:0.340, sens:0.433, spec:0.842, ppv:0.371, acc:0.770, f1:0.400, total+:70, total-:269
@threshold:0.337, sens:0.450, spec:0.828, ppv:0.360, acc:0.761, f1:0.400, total+:75, total-:264
@threshold:0.322, sens:0.450, spec:0.824, ppv:0.355, acc:0.758, f1:0.397, total+:76, total-:263
@threshold:0.319, sens:0.450, spec:0.817, ppv:0.346, acc:0.752, f1:0.391, total+:78, total-:261
@threshold:0.313, sens:0.450, spec:0.814, ppv:0.342, acc:0.749, f1:0.388, total+:79, total-:260
@threshold:0.242, sens:0.467, spec:0.799, ppv:0.333, acc:0.740, f1:0.389, total+:84, total-:255
@threshold:0.233, sens:0.467, spec:0.789, ppv:0.322, acc:0.732, f1:0.381, total+:87, total-:252
@threshold:0.182, sens:0.467, spec:0.778, ppv:0.311, acc:0.723, f1:0.373, total+:90, total-:249
@threshold:0.182, sens:0.467, spec:0.774, ppv:0.308, acc:0.720, f1:0.371, total+:91, total-:248
@threshold:0.177, sens:0.483, spec:0.771, ppv:0.312, acc:0.720, f1:0.379, total+:93, total-:246
@threshold:0.176, sens:0.483, spec:0.767, ppv:0.309, acc:0.717, f1:0.377, total+:94, total-:245
@threshold:0.176, sens:0.500, spec:0.767, ppv:0.316, acc:0.720, f1:0.387, total+:95, total-:244
@threshold:0.147, sens:0.500, spec:0.763, ppv:0.312, acc:0.717, f1:0.385, total+:96, total-:243
@threshold:0.143, sens:0.500, spec:0.756, ppv:0.306, acc:0.711, f1:0.380, total+:98, total-:241
@threshold:0.130, sens:0.683, spec:0.552, ppv:0.247, acc:0.575, f1:0.363, total+:166, total-:173
@threshold:0.129, sens:0.700, spec:0.552, ppv:0.251, acc:0.578, f1:0.370, total+:167, total-:172
@threshold:0.129, sens:0.700, spec:0.541, ppv:0.247, acc:0.569, f1:0.365, total+:170, total-:169
@threshold:0.126, sens:0.700, spec:0.538, ppv:0.246, acc:0.566, f1:0.364, total+:171, total-:168
@threshold:0.123, sens:0.717, spec:0.534, ppv:0.249, acc:0.566, f1:0.369, total+:173, total-:166
@threshold:0.123, sens:0.717, spec:0.530, ppv:0.247, acc:0.563, f1:0.368, total+:174, total-:165
@threshold:0.123, sens:0.733, spec:0.520, ppv:0.247, acc:0.558, f1:0.370, total+:178, total-:161
@threshold:0.101, sens:0.733, spec:0.516, ppv:0.246, acc:0.555, f1:0.368, total+:179, total-:160
@threshold:0.006, sens:0.750, spec:0.505, ppv:0.246, acc:0.549, f1:0.370, total+:183, total-:156
@threshold:-0.002, sens:0.750, spec:0.502, ppv:0.245, acc:0.546, f1:0.369, total+:184, total-:155
@threshold:-0.005, sens:0.767, spec:0.502, ppv:0.249, acc:0.549, f1:0.376, total+:185, total-:154
@threshold:-0.031, sens:0.767, spec:0.484, ppv:0.242, acc:0.534, f1:0.368, total+:190, total-:149
@threshold:-0.031, sens:0.767, spec:0.480, ppv:0.241, acc:0.531, f1:0.367, total+:191, total-:148
@threshold:-0.042, sens:0.800, spec:0.477, ppv:0.247, acc:0.534, f1:0.378, total+:194, total-:145
@threshold:-0.045, sens:0.817, spec:0.477, ppv:0.251, acc:0.537, f1:0.384, total+:195, total-:144
@threshold:-0.046, sens:0.817, spec:0.473, ppv:0.250, acc:0.534, f1:0.383, total+:196, total-:143
@threshold:-0.116, sens:0.833, spec:0.470, ppv:0.253, acc:0.534, f1:0.388, total+:198, total-:141
@threshold:-0.117, sens:0.833, spec:0.466, ppv:0.251, acc:0.531, f1:0.386, total+:199, total-:140
@threshold:-0.119, sens:0.867, spec:0.462, ppv:0.257, acc:0.534, f1:0.397, total+:202, total-:137
@threshold:-0.119, sens:0.867, spec:0.455, ppv:0.255, acc:0.528, f1:0.394, total+:204, total-:135
@threshold:-0.126, sens:0.867, spec:0.452, ppv:0.254, acc:0.525, f1:0.392, total+:205, total-:134
@threshold:-0.339, sens:0.867, spec:0.412, ppv:0.241, acc:0.493, f1:0.377, total+:216, total-:123
@threshold:-0.351, sens:0.867, spec:0.409, ppv:0.240, acc:0.490, f1:0.375, total+:217, total-:122
@threshold:-0.385, sens:0.867, spec:0.373, ppv:0.229, acc:0.460, f1:0.362, total+:227, total-:112
@threshold:-0.389, sens:0.867, spec:0.369, ppv:0.228, acc:0.457, f1:0.361, total+:228, total-:111
@threshold:-0.389, sens:0.883, spec:0.369, ppv:0.231, acc:0.460, f1:0.367, total+:229, total-:110
@threshold:-0.391, sens:0.883, spec:0.366, ppv:0.230, acc:0.457, f1:0.366, total+:230, total-:109
@threshold:-0.393, sens:0.900, spec:0.351, ppv:0.230, acc:0.448, f1:0.366, total+:235, total-:104
@threshold:-0.395, sens:0.900, spec:0.348, ppv:0.229, acc:0.445, f1:0.365, total+:236, total-:103
@threshold:-0.397, sens:0.917, spec:0.344, ppv:0.231, acc:0.445, f1:0.369, total+:238, total-:101
@threshold:-0.397, sens:0.917, spec:0.326, ppv:0.226, acc:0.431, f1:0.363, total+:243, total-:96
@threshold:-0.397, sens:0.917, spec:0.323, ppv:0.225, acc:0.428, f1:0.362, total+:244, total-:95
@threshold:-0.397, sens:0.917, spec:0.312, ppv:0.223, acc:0.419, f1:0.358, total+:247, total-:92
@threshold:-0.397, sens:0.917, spec:0.305, ppv:0.221, acc:0.413, f1:0.356, total+:249, total-:90
@threshold:-0.397, sens:0.933, spec:0.305, ppv:0.224, acc:0.416, f1:0.361, total+:250, total-:89
@threshold:-0.402, sens:0.933, spec:0.280, ppv:0.218, acc:0.395, f1:0.353, total+:257, total-:82
@threshold:-0.402, sens:0.933, spec:0.272, ppv:0.216, acc:0.389, f1:0.351, total+:259, total-:80
@threshold:-0.412, sens:0.933, spec:0.226, ppv:0.206, acc:0.351, f1:0.337, total+:272, total-:67
@threshold:-0.414, sens:0.933, spec:0.222, ppv:0.205, acc:0.348, f1:0.336, total+:273, total-:66
@threshold:-0.416, sens:0.950, spec:0.219, ppv:0.207, acc:0.348, f1:0.340, total+:275, total-:64
@threshold:-0.417, sens:0.950, spec:0.215, ppv:0.207, acc:0.345, f1:0.339, total+:276, total-:63
@threshold:-0.417, sens:0.967, spec:0.194, ppv:0.205, acc:0.330, f1:0.338, total+:283, total-:56
@threshold:-0.435, sens:0.967, spec:0.179, ppv:0.202, acc:0.319, f1:0.334, total+:287, total-:52
@threshold:-0.441, sens:0.967, spec:0.165, ppv:0.199, acc:0.307, f1:0.330, total+:291, total-:48
@threshold:-0.441, sens:0.967, spec:0.161, ppv:0.199, acc:0.304, f1:0.330, total+:292, total-:47
@threshold:-0.455, sens:0.983, spec:0.140, ppv:0.197, acc:0.289, f1:0.329, total+:299, total-:40
@threshold:-0.457, sens:0.983, spec:0.136, ppv:0.197, acc:0.286, f1:0.328, total+:300, total-:39
@threshold:-0.923, sens:1.000, spec:0.122, ppv:0.197, acc:0.277, f1:0.329, total+:305, total-:34
@threshold:-0.931, sens:1.000, spec:0.118, ppv:0.196, acc:0.274, f1:0.328, total+:306, total-:33
@threshold:-0.936, sens:1.000, spec:0.108, ppv:0.194, acc:0.265, f1:0.325, total+:309, total-:30
@threshold:-0.948, sens:1.000, spec:0.097, ppv:0.192, acc:0.257, f1:0.323, total+:312, total-:27
@threshold:-0.950, sens:1.000, spec:0.090, ppv:0.191, acc:0.251, f1:0.321, total+:314, total-:25
@threshold:-0.957, sens:1.000, spec:0.086, ppv:0.190, acc:0.248, f1:0.320, total+:315, total-:24
@threshold:-0.962, sens:1.000, spec:0.075, ppv:0.189, acc:0.239, f1:0.317, total+:318, total-:21
@threshold:-0.980, sens:1.000, spec:0.072, ppv:0.188, acc:0.236, f1:0.317, total+:319, total-:20
@threshold:-1.010, sens:1.000, spec:0.061, ppv:0.186, acc:0.227, f1:0.314, total+:322, total-:17
@threshold:-1.010, sens:1.000, spec:0.057, ppv:0.186, acc:0.224, f1:0.313, total+:323, total-:16
@threshold:-1.011, sens:1.000, spec:0.050, ppv:0.185, acc:0.218, f1:0.312, total+:325, total-:14
@threshold:-1.031, sens:1.000, spec:0.047, ppv:0.184, acc:0.215, f1:0.311, total+:326, total-:13
* Vital: Wt for Length ZScore-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.763
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 1.0
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_index_no_min_wfl_19_24
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_results_no_min_wfl_19_24
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_models_no_min_wfl_19_24.pkl
-----------------------------------------------------
girls no_min wfl_19_24 gradientboost
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.474, R^2 test: 0.053
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.474, R^2 test: 0.053
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.474, R^2 test: 0.053
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.832, Explained Variance Score Train: 0.496
AUC Validation: 0.750, Explained Variance Score Validation: 0.294
AUC Test: 0.714, Explained Variance Score Test: 0.063
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.121
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.121
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.121
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.851, Explained Variance Score Train: 0.333
AUC Validation: 0.724, Explained Variance Score Validation: 0.266
AUC Test: 0.726, Explained Variance Score Test: 0.159
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.431, R^2 test: 0.017
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.431, R^2 test: 0.017
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.431, R^2 test: 0.017
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.808, Explained Variance Score Train: 0.456
AUC Validation: 0.721, Explained Variance Score Validation: -0.037
AUC Test: 0.728, Explained Variance Score Test: 0.020
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.304, R^2 test: 0.104
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.304, R^2 test: 0.104
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.304, R^2 test: 0.104
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.785, Explained Variance Score Train: 0.326
AUC Validation: 0.700, Explained Variance Score Validation: 0.195
AUC Test: 0.710, Explained Variance Score Test: 0.115
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.453, R^2 test: -0.008
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.473, R^2 test: -0.030
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.487, R^2 test: -0.033
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.815, Explained Variance Score Train: 0.464
AUC Validation: 0.693, Explained Variance Score Validation: 0.209
AUC Test: 0.714, Explained Variance Score Test: -0.005
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.295, R^2 test: 0.074
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.295, R^2 test: 0.074
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.295, R^2 test: 0.074
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.787, Explained Variance Score Train: 0.315
AUC Validation: 0.617, Explained Variance Score Validation: 0.193
AUC Test: 0.626, Explained Variance Score Test: 0.075
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: 0.115
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: 0.115
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.287, R^2 test: 0.115
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.813, Explained Variance Score Train: 0.318
AUC Validation: 0.762, Explained Variance Score Validation: 0.231
AUC Test: 0.696, Explained Variance Score Test: 0.127
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.288, R^2 test: 0.115
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.304, R^2 test: 0.106
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.304, R^2 test: 0.106
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.722, Explained Variance Score Train: 0.327
AUC Validation: 0.625, Explained Variance Score Validation: -0.013
AUC Test: 0.666, Explained Variance Score Test: 0.121
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.419, R^2 test: 0.029
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.419, R^2 test: 0.029
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.419, R^2 test: 0.029
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.798, Explained Variance Score Train: 0.446
AUC Validation: 0.662, Explained Variance Score Validation: 0.097
AUC Test: 0.692, Explained Variance Score Test: 0.038
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.465, R^2 test: 0.101
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.466, R^2 test: 0.101
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.466, R^2 test: 0.101
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.822, Explained Variance Score Train: 0.479
AUC Validation: 0.812, Explained Variance Score Validation: 0.264
AUC Test: 0.709, Explained Variance Score Test: 0.112
total variables 1 and total subjects: 1698
->AUC validation: 0.707 95% CI: [0.671 , 0.742]
->AUC test: 0.698 95% CI: [0.680 , 0.716]
->Explained Variance (R2) validation: 0.170 95% CI: [0.102 , 0.238]
->Explained Variance (R2) test: 0.083 95% CI: [0.051 , 0.114]
Test set metrics:
@threshold:2.226, sens:0.000, spec:1.000, ppv:0.000, acc:0.882, f1:0.000, total+:0, total-:339
@threshold:1.226, sens:0.000, spec:1.000, ppv:0.000, acc:0.882, f1:0.000, total+:0, total-:339
@threshold:1.097, sens:0.025, spec:0.983, ppv:0.167, acc:0.870, f1:0.043, total+:6, total-:333
@threshold:1.056, sens:0.025, spec:0.980, ppv:0.143, acc:0.867, f1:0.043, total+:7, total-:332
@threshold:0.825, sens:0.075, spec:0.973, ppv:0.273, acc:0.867, f1:0.118, total+:11, total-:328
@threshold:0.774, sens:0.125, spec:0.963, ppv:0.312, acc:0.864, f1:0.179, total+:16, total-:323
@threshold:0.675, sens:0.150, spec:0.963, ppv:0.353, acc:0.867, f1:0.211, total+:17, total-:322
@threshold:0.419, sens:0.150, spec:0.960, ppv:0.333, acc:0.864, f1:0.207, total+:18, total-:321
@threshold:0.367, sens:0.175, spec:0.953, ppv:0.333, acc:0.861, f1:0.230, total+:21, total-:318
@threshold:0.342, sens:0.225, spec:0.923, ppv:0.281, acc:0.841, f1:0.250, total+:32, total-:307
@threshold:0.325, sens:0.225, spec:0.920, ppv:0.273, acc:0.838, f1:0.247, total+:33, total-:306
@threshold:0.285, sens:0.250, spec:0.916, ppv:0.286, acc:0.838, f1:0.267, total+:35, total-:304
@threshold:0.238, sens:0.250, spec:0.913, ppv:0.278, acc:0.835, f1:0.263, total+:36, total-:303
@threshold:0.146, sens:0.325, spec:0.900, ppv:0.302, acc:0.832, f1:0.313, total+:43, total-:296
@threshold:0.122, sens:0.325, spec:0.886, ppv:0.277, acc:0.820, f1:0.299, total+:47, total-:292
@threshold:0.106, sens:0.350, spec:0.886, ppv:0.292, acc:0.823, f1:0.318, total+:48, total-:291
@threshold:0.099, sens:0.375, spec:0.870, ppv:0.278, acc:0.811, f1:0.319, total+:54, total-:285
@threshold:0.093, sens:0.375, spec:0.866, ppv:0.273, acc:0.808, f1:0.316, total+:55, total-:284
@threshold:0.077, sens:0.375, spec:0.860, ppv:0.263, acc:0.802, f1:0.309, total+:57, total-:282
@threshold:0.074, sens:0.375, spec:0.856, ppv:0.259, acc:0.799, f1:0.306, total+:58, total-:281
@threshold:0.073, sens:0.375, spec:0.839, ppv:0.238, acc:0.785, f1:0.291, total+:63, total-:276
@threshold:0.060, sens:0.375, spec:0.833, ppv:0.231, acc:0.779, f1:0.286, total+:65, total-:274
@threshold:0.057, sens:0.425, spec:0.816, ppv:0.236, acc:0.770, f1:0.304, total+:72, total-:267
@threshold:0.039, sens:0.450, spec:0.789, ppv:0.222, acc:0.749, f1:0.298, total+:81, total-:258
@threshold:0.038, sens:0.450, spec:0.783, ppv:0.217, acc:0.743, f1:0.293, total+:83, total-:256
@threshold:0.033, sens:0.500, spec:0.779, ppv:0.233, acc:0.746, f1:0.317, total+:86, total-:253
@threshold:-0.021, sens:0.500, spec:0.773, ppv:0.227, acc:0.740, f1:0.312, total+:88, total-:251
@threshold:-0.024, sens:0.500, spec:0.746, ppv:0.208, acc:0.717, f1:0.294, total+:96, total-:243
@threshold:-0.027, sens:0.500, spec:0.742, ppv:0.206, acc:0.714, f1:0.292, total+:97, total-:242
@threshold:-0.034, sens:0.500, spec:0.712, ppv:0.189, acc:0.687, f1:0.274, total+:106, total-:233
@threshold:-0.043, sens:0.500, spec:0.706, ppv:0.185, acc:0.681, f1:0.270, total+:108, total-:231
@threshold:-0.046, sens:0.550, spec:0.609, ppv:0.158, acc:0.602, f1:0.246, total+:139, total-:200
@threshold:-0.063, sens:0.550, spec:0.548, ppv:0.140, acc:0.549, f1:0.223, total+:157, total-:182
@threshold:-0.067, sens:0.550, spec:0.545, ppv:0.139, acc:0.546, f1:0.222, total+:158, total-:181
@threshold:-0.072, sens:0.550, spec:0.535, ppv:0.137, acc:0.537, f1:0.219, total+:161, total-:178
@threshold:-0.075, sens:0.550, spec:0.508, ppv:0.130, acc:0.513, f1:0.211, total+:169, total-:170
@threshold:-0.077, sens:0.550, spec:0.505, ppv:0.129, acc:0.510, f1:0.210, total+:170, total-:169
@threshold:-0.087, sens:0.575, spec:0.502, ppv:0.134, acc:0.510, f1:0.217, total+:172, total-:167
@threshold:-0.098, sens:0.575, spec:0.498, ppv:0.133, acc:0.507, f1:0.216, total+:173, total-:166
@threshold:-0.102, sens:0.600, spec:0.472, ppv:0.132, acc:0.487, f1:0.216, total+:182, total-:157
@threshold:-0.105, sens:0.600, spec:0.465, ppv:0.130, acc:0.481, f1:0.214, total+:184, total-:155
@threshold:-0.108, sens:0.875, spec:0.224, ppv:0.131, acc:0.301, f1:0.228, total+:267, total-:72
@threshold:-0.110, sens:0.875, spec:0.211, ppv:0.129, acc:0.289, f1:0.225, total+:271, total-:68
@threshold:-0.157, sens:0.925, spec:0.197, ppv:0.134, acc:0.283, f1:0.233, total+:277, total-:62
@threshold:-0.226, sens:0.925, spec:0.191, ppv:0.133, acc:0.277, f1:0.232, total+:279, total-:60
@threshold:-0.227, sens:0.950, spec:0.171, ppv:0.133, acc:0.263, f1:0.233, total+:286, total-:53
@threshold:-0.317, sens:0.950, spec:0.157, ppv:0.131, acc:0.251, f1:0.230, total+:290, total-:49
@threshold:-0.320, sens:0.950, spec:0.140, ppv:0.129, acc:0.236, f1:0.227, total+:295, total-:44
@threshold:-0.410, sens:1.000, spec:0.110, ppv:0.131, acc:0.215, f1:0.231, total+:306, total-:33
@threshold:-0.784, sens:1.000, spec:0.090, ppv:0.128, acc:0.198, f1:0.227, total+:312, total-:27
@threshold:-0.837, sens:1.000, spec:0.087, ppv:0.128, acc:0.195, f1:0.227, total+:313, total-:26
@threshold:-0.854, sens:1.000, spec:0.047, ppv:0.123, acc:0.159, f1:0.219, total+:325, total-:14
@threshold:-0.914, sens:1.000, spec:0.027, ppv:0.121, acc:0.142, f1:0.216, total+:331, total-:8
@threshold:-0.914, sens:1.000, spec:0.023, ppv:0.120, acc:0.139, f1:0.215, total+:332, total-:7
@threshold:-1.101, sens:1.000, spec:0.010, ppv:0.119, acc:0.127, f1:0.213, total+:336, total-:3
@threshold:-1.249, sens:1.000, spec:0.003, ppv:0.118, acc:0.121, f1:0.212, total+:338, total-:1
* Vital: Wt for Length ZScore-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.728
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 1.0
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_index_no_min_wfl_19_24
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_results_no_min_wfl_19_24
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_models_no_min_wfl_19_24.pkl
-----------------------------------------------------
girls no_min wfl_latest lasso
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.282, R^2 test: 0.204
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.282, R^2 test: 0.204
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.282, R^2 test: 0.205
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.268, R^2 test: 0.198
best alpha via bootstrap CV: 0.01
AUC Train: 0.753, Explained Variance Score Train: 0.282
AUC Validation: 0.848, Explained Variance Score Validation: 0.342
AUC Test: 0.768, Explained Variance Score Test: 0.228
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.199, R^2 test: 0.228
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.199, R^2 test: 0.227
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.199, R^2 test: 0.227
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.182, R^2 test: 0.204
best alpha via bootstrap CV: 0.001
AUC Train: 0.715, Explained Variance Score Train: 0.199
AUC Validation: 0.900, Explained Variance Score Validation: 0.379
AUC Test: 0.768, Explained Variance Score Test: 0.228
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.192, R^2 test: 0.228
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.192, R^2 test: 0.228
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.192, R^2 test: 0.228
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.181, R^2 test: 0.213
best alpha via bootstrap CV: 0.001
AUC Train: 0.743, Explained Variance Score Train: 0.192
AUC Validation: 0.832, Explained Variance Score Validation: 0.395
AUC Test: 0.768, Explained Variance Score Test: 0.228
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.244, R^2 test: 0.152
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.244, R^2 test: 0.154
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.244, R^2 test: 0.157
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.237, R^2 test: 0.201
best alpha via bootstrap CV: 0.1
AUC Train: 0.743, Explained Variance Score Train: 0.237
AUC Validation: 0.826, Explained Variance Score Validation: 0.344
AUC Test: 0.768, Explained Variance Score Test: 0.210
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.353, R^2 test: 0.196
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.353, R^2 test: 0.198
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.353, R^2 test: 0.200
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.340, R^2 test: 0.221
best alpha via bootstrap CV: 0.1
AUC Train: 0.778, Explained Variance Score Train: 0.340
AUC Validation: 0.812, Explained Variance Score Validation: 0.344
AUC Test: 0.768, Explained Variance Score Test: 0.226
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.317, R^2 test: 0.198
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.317, R^2 test: 0.199
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.317, R^2 test: 0.201
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.305, R^2 test: 0.220
best alpha via bootstrap CV: 0.1
AUC Train: 0.804, Explained Variance Score Train: 0.305
AUC Validation: 0.806, Explained Variance Score Validation: 0.219
AUC Test: 0.768, Explained Variance Score Test: 0.228
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.185, R^2 test: 0.225
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.185, R^2 test: 0.225
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.185, R^2 test: 0.225
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.166, R^2 test: 0.202
best alpha via bootstrap CV: 0.005
AUC Train: 0.681, Explained Variance Score Train: 0.185
AUC Validation: 0.739, Explained Variance Score Validation: 0.270
AUC Test: 0.768, Explained Variance Score Test: 0.228
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.145, R^2 test: 0.211
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.145, R^2 test: 0.210
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.145, R^2 test: 0.209
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.135, R^2 test: 0.184
best alpha via bootstrap CV: 0.001
AUC Train: 0.665, Explained Variance Score Train: 0.145
AUC Validation: 0.797, Explained Variance Score Validation: 0.227
AUC Test: 0.768, Explained Variance Score Test: 0.223
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.236, R^2 test: 0.154
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.236, R^2 test: 0.156
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.236, R^2 test: 0.158
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.227, R^2 test: 0.183
best alpha via bootstrap CV: 0.1
AUC Train: 0.765, Explained Variance Score Train: 0.227
AUC Validation: 0.732, Explained Variance Score Validation: 0.247
AUC Test: 0.768, Explained Variance Score Test: 0.225
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.270, R^2 test: 0.224
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.269, R^2 test: 0.225
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.269, R^2 test: 0.225
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.256, R^2 test: 0.222
best alpha via bootstrap CV: 0.01
AUC Train: 0.714, Explained Variance Score Train: 0.269
AUC Validation: 0.633, Explained Variance Score Validation: 0.102
AUC Test: 0.768, Explained Variance Score Test: 0.227
total variables 1 and total subjects: 1698
->AUC validation: 0.792 95% CI: [0.749 , 0.836]
->AUC test: 0.768 95% CI: [0.768 , 0.768]
->Explained Variance (R2) validation: 0.287 95% CI: [0.234 , 0.340]
->Explained Variance (R2) test: 0.225 95% CI: [0.222 , 0.228]
Test set metrics:
@threshold:2.648, sens:0.000, spec:1.000, ppv:0.000, acc:0.847, f1:0.000, total+:0, total-:339
@threshold:1.648, sens:0.000, spec:1.000, ppv:0.000, acc:0.847, f1:0.000, total+:0, total-:339
@threshold:1.422, sens:0.000, spec:0.997, ppv:0.000, acc:0.844, f1:0.000, total+:1, total-:338
@threshold:1.380, sens:0.000, spec:0.993, ppv:0.000, acc:0.841, f1:0.000, total+:2, total-:337
@threshold:1.220, sens:0.019, spec:0.990, ppv:0.250, acc:0.841, f1:0.036, total+:4, total-:335
@threshold:1.174, sens:0.019, spec:0.986, ppv:0.200, acc:0.838, f1:0.035, total+:5, total-:334
@threshold:1.042, sens:0.038, spec:0.986, ppv:0.333, acc:0.841, f1:0.069, total+:6, total-:333
@threshold:0.940, sens:0.096, spec:0.983, ppv:0.500, acc:0.847, f1:0.161, total+:10, total-:329
@threshold:0.935, sens:0.115, spec:0.983, ppv:0.545, acc:0.850, f1:0.190, total+:11, total-:328
@threshold:0.890, sens:0.115, spec:0.979, ppv:0.500, acc:0.847, f1:0.188, total+:12, total-:327
@threshold:0.830, sens:0.135, spec:0.976, ppv:0.500, acc:0.847, f1:0.212, total+:14, total-:325
@threshold:0.823, sens:0.135, spec:0.972, ppv:0.467, acc:0.844, f1:0.209, total+:15, total-:324
@threshold:0.746, sens:0.154, spec:0.972, ppv:0.500, acc:0.847, f1:0.235, total+:16, total-:323
@threshold:0.709, sens:0.173, spec:0.969, ppv:0.500, acc:0.847, f1:0.257, total+:18, total-:321
@threshold:0.673, sens:0.192, spec:0.962, ppv:0.476, acc:0.844, f1:0.274, total+:21, total-:318
@threshold:0.671, sens:0.192, spec:0.958, ppv:0.455, acc:0.841, f1:0.270, total+:22, total-:317
@threshold:0.668, sens:0.212, spec:0.958, ppv:0.478, acc:0.844, f1:0.293, total+:23, total-:316
@threshold:0.649, sens:0.231, spec:0.955, ppv:0.480, acc:0.844, f1:0.312, total+:25, total-:314
@threshold:0.620, sens:0.250, spec:0.955, ppv:0.500, acc:0.847, f1:0.333, total+:26, total-:313
@threshold:0.604, sens:0.269, spec:0.951, ppv:0.500, acc:0.847, f1:0.350, total+:28, total-:311
@threshold:0.584, sens:0.288, spec:0.944, ppv:0.484, acc:0.844, f1:0.361, total+:31, total-:308
@threshold:0.584, sens:0.288, spec:0.941, ppv:0.469, acc:0.841, f1:0.357, total+:32, total-:307
@threshold:0.575, sens:0.288, spec:0.934, ppv:0.441, acc:0.835, f1:0.349, total+:34, total-:305
@threshold:0.550, sens:0.308, spec:0.927, ppv:0.432, acc:0.832, f1:0.360, total+:37, total-:302
@threshold:0.527, sens:0.346, spec:0.923, ppv:0.450, acc:0.835, f1:0.391, total+:40, total-:299
@threshold:0.525, sens:0.365, spec:0.923, ppv:0.463, acc:0.838, f1:0.409, total+:41, total-:298
@threshold:0.514, sens:0.365, spec:0.920, ppv:0.452, acc:0.835, f1:0.404, total+:42, total-:297
@threshold:0.498, sens:0.385, spec:0.920, ppv:0.465, acc:0.838, f1:0.421, total+:43, total-:296
@threshold:0.495, sens:0.385, spec:0.916, ppv:0.455, acc:0.835, f1:0.417, total+:44, total-:295
@threshold:0.491, sens:0.404, spec:0.916, ppv:0.467, acc:0.838, f1:0.433, total+:45, total-:294
@threshold:0.476, sens:0.404, spec:0.913, ppv:0.457, acc:0.835, f1:0.429, total+:46, total-:293
@threshold:0.468, sens:0.423, spec:0.909, ppv:0.458, acc:0.835, f1:0.440, total+:48, total-:291
@threshold:0.439, sens:0.462, spec:0.906, ppv:0.471, acc:0.838, f1:0.466, total+:51, total-:288
@threshold:0.394, sens:0.481, spec:0.885, ppv:0.431, acc:0.823, f1:0.455, total+:58, total-:281
@threshold:0.390, sens:0.481, spec:0.882, ppv:0.424, acc:0.820, f1:0.450, total+:59, total-:280
@threshold:0.388, sens:0.500, spec:0.882, ppv:0.433, acc:0.823, f1:0.464, total+:60, total-:279
@threshold:0.379, sens:0.500, spec:0.878, ppv:0.426, acc:0.820, f1:0.460, total+:61, total-:278
@threshold:0.337, sens:0.519, spec:0.864, ppv:0.409, acc:0.811, f1:0.458, total+:66, total-:273
@threshold:0.335, sens:0.519, spec:0.861, ppv:0.403, acc:0.808, f1:0.454, total+:67, total-:272
@threshold:0.281, sens:0.538, spec:0.836, ppv:0.373, acc:0.791, f1:0.441, total+:75, total-:264
@threshold:0.275, sens:0.538, spec:0.833, ppv:0.368, acc:0.788, f1:0.438, total+:76, total-:263
@threshold:0.266, sens:0.558, spec:0.829, ppv:0.372, acc:0.788, f1:0.446, total+:78, total-:261
@threshold:0.262, sens:0.558, spec:0.826, ppv:0.367, acc:0.785, f1:0.443, total+:79, total-:260
@threshold:0.249, sens:0.577, spec:0.819, ppv:0.366, acc:0.782, f1:0.448, total+:82, total-:257
@threshold:0.231, sens:0.577, spec:0.801, ppv:0.345, acc:0.767, f1:0.432, total+:87, total-:252
@threshold:0.211, sens:0.577, spec:0.798, ppv:0.341, acc:0.764, f1:0.429, total+:88, total-:251
@threshold:0.193, sens:0.596, spec:0.787, ppv:0.337, acc:0.758, f1:0.431, total+:92, total-:247
@threshold:0.191, sens:0.596, spec:0.784, ppv:0.333, acc:0.755, f1:0.428, total+:93, total-:246
@threshold:0.188, sens:0.615, spec:0.780, ppv:0.337, acc:0.755, f1:0.435, total+:95, total-:244
@threshold:0.181, sens:0.615, spec:0.777, ppv:0.333, acc:0.752, f1:0.432, total+:96, total-:243
@threshold:0.150, sens:0.635, spec:0.742, ppv:0.308, acc:0.726, f1:0.415, total+:107, total-:232
@threshold:0.146, sens:0.635, spec:0.739, ppv:0.306, acc:0.723, f1:0.412, total+:108, total-:231
@threshold:0.118, sens:0.654, spec:0.718, ppv:0.296, acc:0.708, f1:0.407, total+:115, total-:224
@threshold:0.113, sens:0.654, spec:0.714, ppv:0.293, acc:0.705, f1:0.405, total+:116, total-:223
@threshold:0.070, sens:0.673, spec:0.690, ppv:0.282, acc:0.687, f1:0.398, total+:124, total-:215
@threshold:0.068, sens:0.673, spec:0.686, ppv:0.280, acc:0.684, f1:0.395, total+:125, total-:214
@threshold:0.050, sens:0.673, spec:0.669, ppv:0.269, acc:0.670, f1:0.385, total+:130, total-:209
@threshold:0.049, sens:0.673, spec:0.666, ppv:0.267, acc:0.667, f1:0.383, total+:131, total-:208
@threshold:0.040, sens:0.692, spec:0.655, ppv:0.267, acc:0.661, f1:0.385, total+:135, total-:204
@threshold:0.025, sens:0.692, spec:0.652, ppv:0.265, acc:0.658, f1:0.383, total+:136, total-:203
@threshold:-0.023, sens:0.904, spec:0.432, ppv:0.224, acc:0.504, f1:0.359, total+:210, total-:129
@threshold:-0.029, sens:0.904, spec:0.422, ppv:0.221, acc:0.496, f1:0.355, total+:213, total-:126
@threshold:-0.117, sens:0.904, spec:0.366, ppv:0.205, acc:0.448, f1:0.335, total+:229, total-:110
@threshold:-0.120, sens:0.904, spec:0.362, ppv:0.204, acc:0.445, f1:0.333, total+:230, total-:109
@threshold:-0.196, sens:0.904, spec:0.303, ppv:0.190, acc:0.395, f1:0.314, total+:247, total-:92
@threshold:-0.199, sens:0.904, spec:0.300, ppv:0.190, acc:0.392, f1:0.313, total+:248, total-:91
@threshold:-0.203, sens:0.923, spec:0.300, ppv:0.193, acc:0.395, f1:0.319, total+:249, total-:90
@threshold:-0.211, sens:0.942, spec:0.296, ppv:0.195, acc:0.395, f1:0.323, total+:251, total-:88
@threshold:-0.233, sens:0.962, spec:0.296, ppv:0.198, acc:0.398, f1:0.329, total+:252, total-:87
@threshold:-0.239, sens:0.962, spec:0.289, ppv:0.197, acc:0.392, f1:0.327, total+:254, total-:85
@threshold:-0.246, sens:0.962, spec:0.286, ppv:0.196, acc:0.389, f1:0.326, total+:255, total-:84
@threshold:-0.325, sens:0.981, spec:0.230, ppv:0.188, acc:0.345, f1:0.315, total+:272, total-:67
@threshold:-0.327, sens:0.981, spec:0.226, ppv:0.187, acc:0.342, f1:0.314, total+:273, total-:66
@threshold:-0.381, sens:1.000, spec:0.209, ppv:0.186, acc:0.330, f1:0.314, total+:279, total-:60
@threshold:-0.388, sens:1.000, spec:0.206, ppv:0.186, acc:0.327, f1:0.313, total+:280, total-:59
@threshold:-0.399, sens:1.000, spec:0.195, ppv:0.184, acc:0.319, f1:0.310, total+:283, total-:56
@threshold:-0.418, sens:1.000, spec:0.185, ppv:0.182, acc:0.310, f1:0.308, total+:286, total-:53
@threshold:-0.508, sens:1.000, spec:0.136, ppv:0.173, acc:0.268, f1:0.295, total+:300, total-:39
@threshold:-0.530, sens:1.000, spec:0.132, ppv:0.173, acc:0.265, f1:0.295, total+:301, total-:38
@threshold:-0.572, sens:1.000, spec:0.101, ppv:0.168, acc:0.239, f1:0.287, total+:310, total-:29
@threshold:-0.600, sens:1.000, spec:0.098, ppv:0.167, acc:0.236, f1:0.287, total+:311, total-:28
@threshold:-1.383, sens:1.000, spec:0.003, ppv:0.154, acc:0.156, f1:0.267, total+:338, total-:1
* Vital: Wt for Length ZScore-avg19to24 | coef 0.505 95% CI: [0.473 , 0.536] | OR_adj 1.657 [1.606 1.710] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.768
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 0.504915650263
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_index_no_min_wfl_latest
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_results_no_min_wfl_latest
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_models_no_min_wfl_latest.pkl
-----------------------------------------------------
girls no_min wfl_latest randomforest
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.616, R^2 test: -0.017
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.480, R^2 test: 0.087
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.368, R^2 test: 0.165
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.351, R^2 test: 0.175
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.806, Explained Variance Score Train: 0.351
AUC Validation: 0.786, Explained Variance Score Validation: 0.238
AUC Test: 0.742, Explained Variance Score Test: 0.175
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.767, R^2 test: -0.010
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.631, R^2 test: 0.035
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.437, R^2 test: 0.185
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.375, R^2 test: 0.205
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.813, Explained Variance Score Train: 0.375
AUC Validation: 0.803, Explained Variance Score Validation: 0.303
AUC Test: 0.748, Explained Variance Score Test: 0.205
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.706, R^2 test: 0.058
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.587, R^2 test: 0.107
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.436, R^2 test: 0.161
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.408, R^2 test: 0.171
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.781, Explained Variance Score Train: 0.408
AUC Validation: 0.558, Explained Variance Score Validation: 0.104
AUC Test: 0.706, Explained Variance Score Test: 0.173
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.659, R^2 test: -0.013
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.486, R^2 test: 0.063
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.347, R^2 test: 0.147
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.306, R^2 test: 0.161
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.817, Explained Variance Score Train: 0.306
AUC Validation: 0.665, Explained Variance Score Validation: 0.183
AUC Test: 0.744, Explained Variance Score Test: 0.162
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.670, R^2 test: 0.121
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.517, R^2 test: 0.131
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.406, R^2 test: 0.172
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.385, R^2 test: 0.179
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.825, Explained Variance Score Train: 0.385
AUC Validation: 0.608, Explained Variance Score Validation: 0.020
AUC Test: 0.735, Explained Variance Score Test: 0.179
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.686, R^2 test: 0.031
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.525, R^2 test: 0.100
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.446, R^2 test: 0.147
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.418, R^2 test: 0.142
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.807, Explained Variance Score Train: 0.446
AUC Validation: 0.729, Explained Variance Score Validation: 0.234
AUC Test: 0.678, Explained Variance Score Test: 0.148
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.613, R^2 test: 0.031
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.497, R^2 test: 0.120
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.386, R^2 test: 0.179
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.361, R^2 test: 0.192
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.833, Explained Variance Score Train: 0.361
AUC Validation: 0.849, Explained Variance Score Validation: 0.267
AUC Test: 0.729, Explained Variance Score Test: 0.195
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.676, R^2 test: -0.045
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.503, R^2 test: 0.040
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.316, R^2 test: 0.139
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.284, R^2 test: 0.154
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.807, Explained Variance Score Train: 0.284
AUC Validation: 0.794, Explained Variance Score Validation: 0.163
AUC Test: 0.669, Explained Variance Score Test: 0.160
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.623, R^2 test: -0.045
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.469, R^2 test: 0.025
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.294, R^2 test: 0.137
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.255, R^2 test: 0.145
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.787, Explained Variance Score Train: 0.255
AUC Validation: 0.751, Explained Variance Score Validation: 0.166
AUC Test: 0.730, Explained Variance Score Test: 0.158
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.768, R^2 test: -0.032
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.567, R^2 test: 0.120
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.420, R^2 test: 0.159
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.399, R^2 test: 0.168
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.819, Explained Variance Score Train: 0.399
AUC Validation: 0.760, Explained Variance Score Validation: 0.182
AUC Test: 0.734, Explained Variance Score Test: 0.175
total variables 1 and total subjects: 1698
->AUC validation: 0.730 95% CI: [0.676 , 0.785]
->AUC test: 0.722 95% CI: [0.705 , 0.738]
->Explained Variance (R2) validation: 0.186 95% CI: [0.138 , 0.234]
->Explained Variance (R2) test: 0.173 95% CI: [0.163 , 0.183]
Test set metrics:
@threshold:1.958, sens:0.000, spec:1.000, ppv:0.000, acc:0.879, f1:0.000, total+:0, total-:339
@threshold:0.958, sens:0.000, spec:1.000, ppv:0.000, acc:0.879, f1:0.000, total+:0, total-:339
@threshold:0.936, sens:0.000, spec:0.997, ppv:0.000, acc:0.876, f1:0.000, total+:1, total-:338
@threshold:0.935, sens:0.000, spec:0.990, ppv:0.000, acc:0.870, f1:0.000, total+:3, total-:336
@threshold:0.934, sens:0.024, spec:0.990, ppv:0.250, acc:0.873, f1:0.044, total+:4, total-:335
@threshold:0.927, sens:0.049, spec:0.987, ppv:0.333, acc:0.873, f1:0.085, total+:6, total-:333
@threshold:0.871, sens:0.195, spec:0.950, ppv:0.348, acc:0.858, f1:0.250, total+:23, total-:316
@threshold:0.824, sens:0.195, spec:0.946, ppv:0.333, acc:0.855, f1:0.246, total+:24, total-:315
@threshold:0.819, sens:0.195, spec:0.940, ppv:0.308, acc:0.850, f1:0.239, total+:26, total-:313
@threshold:0.813, sens:0.220, spec:0.940, ppv:0.333, acc:0.853, f1:0.265, total+:27, total-:312
@threshold:0.809, sens:0.244, spec:0.936, ppv:0.345, acc:0.853, f1:0.286, total+:29, total-:310
@threshold:0.729, sens:0.244, spec:0.933, ppv:0.333, acc:0.850, f1:0.282, total+:30, total-:309
@threshold:0.526, sens:0.268, spec:0.916, ppv:0.306, acc:0.838, f1:0.286, total+:36, total-:303
@threshold:0.526, sens:0.268, spec:0.913, ppv:0.297, acc:0.835, f1:0.282, total+:37, total-:302
@threshold:0.524, sens:0.293, spec:0.913, ppv:0.316, acc:0.838, f1:0.304, total+:38, total-:301
@threshold:0.516, sens:0.293, spec:0.909, ppv:0.308, acc:0.835, f1:0.300, total+:39, total-:300
@threshold:0.516, sens:0.317, spec:0.909, ppv:0.325, acc:0.838, f1:0.321, total+:40, total-:299
@threshold:0.437, sens:0.317, spec:0.899, ppv:0.302, acc:0.829, f1:0.310, total+:43, total-:296
@threshold:0.344, sens:0.317, spec:0.896, ppv:0.295, acc:0.826, f1:0.306, total+:44, total-:295
@threshold:0.303, sens:0.317, spec:0.883, ppv:0.271, acc:0.814, f1:0.292, total+:48, total-:291
@threshold:0.303, sens:0.317, spec:0.879, ppv:0.265, acc:0.811, f1:0.289, total+:49, total-:290
@threshold:0.288, sens:0.317, spec:0.866, ppv:0.245, acc:0.799, f1:0.277, total+:53, total-:286
@threshold:0.288, sens:0.317, spec:0.862, ppv:0.241, acc:0.796, f1:0.274, total+:54, total-:285
@threshold:0.286, sens:0.317, spec:0.856, ppv:0.232, acc:0.791, f1:0.268, total+:56, total-:283
@threshold:0.281, sens:0.341, spec:0.842, ppv:0.230, acc:0.782, f1:0.275, total+:61, total-:278
@threshold:0.257, sens:0.341, spec:0.839, ppv:0.226, acc:0.779, f1:0.272, total+:62, total-:277
@threshold:0.255, sens:0.341, spec:0.832, ppv:0.219, acc:0.773, f1:0.267, total+:64, total-:275
@threshold:0.237, sens:0.341, spec:0.829, ppv:0.215, acc:0.770, f1:0.264, total+:65, total-:274
@threshold:0.228, sens:0.341, spec:0.822, ppv:0.209, acc:0.764, f1:0.259, total+:67, total-:272
@threshold:0.228, sens:0.341, spec:0.819, ppv:0.206, acc:0.761, f1:0.257, total+:68, total-:271
@threshold:0.186, sens:0.366, spec:0.805, ppv:0.205, acc:0.752, f1:0.263, total+:73, total-:266
@threshold:0.186, sens:0.366, spec:0.802, ppv:0.203, acc:0.749, f1:0.261, total+:74, total-:265
@threshold:0.186, sens:0.366, spec:0.795, ppv:0.197, acc:0.743, f1:0.256, total+:76, total-:263
@threshold:0.186, sens:0.390, spec:0.795, ppv:0.208, acc:0.746, f1:0.271, total+:77, total-:262
@threshold:0.184, sens:0.390, spec:0.792, ppv:0.205, acc:0.743, f1:0.269, total+:78, total-:261
@threshold:0.156, sens:0.390, spec:0.779, ppv:0.195, acc:0.732, f1:0.260, total+:82, total-:257
@threshold:0.155, sens:0.390, spec:0.775, ppv:0.193, acc:0.729, f1:0.258, total+:83, total-:256
@threshold:0.155, sens:0.415, spec:0.762, ppv:0.193, acc:0.720, f1:0.264, total+:88, total-:251
@threshold:0.150, sens:0.415, spec:0.758, ppv:0.191, acc:0.717, f1:0.262, total+:89, total-:250
@threshold:0.145, sens:0.415, spec:0.752, ppv:0.187, acc:0.711, f1:0.258, total+:91, total-:248
@threshold:0.122, sens:0.439, spec:0.742, ppv:0.189, acc:0.705, f1:0.265, total+:95, total-:244
@threshold:0.103, sens:0.439, spec:0.738, ppv:0.188, acc:0.702, f1:0.263, total+:96, total-:243
@threshold:0.097, sens:0.463, spec:0.732, ppv:0.192, acc:0.699, f1:0.271, total+:99, total-:240
@threshold:0.087, sens:0.463, spec:0.728, ppv:0.190, acc:0.696, f1:0.270, total+:100, total-:239
@threshold:-0.037, sens:0.488, spec:0.715, ppv:0.190, acc:0.687, f1:0.274, total+:105, total-:234
@threshold:-0.070, sens:0.488, spec:0.711, ppv:0.189, acc:0.684, f1:0.272, total+:106, total-:233
@threshold:-0.089, sens:0.683, spec:0.493, ppv:0.156, acc:0.516, f1:0.255, total+:179, total-:160
@threshold:-0.090, sens:0.683, spec:0.490, ppv:0.156, acc:0.513, f1:0.253, total+:180, total-:159
@threshold:-0.135, sens:0.683, spec:0.470, ppv:0.151, acc:0.496, f1:0.247, total+:186, total-:153
@threshold:-0.138, sens:0.683, spec:0.466, ppv:0.150, acc:0.493, f1:0.246, total+:187, total-:152
@threshold:-0.147, sens:0.707, spec:0.460, ppv:0.153, acc:0.490, f1:0.251, total+:190, total-:149
@threshold:-0.153, sens:0.707, spec:0.450, ppv:0.150, acc:0.481, f1:0.248, total+:193, total-:146
@threshold:-0.171, sens:0.707, spec:0.433, ppv:0.146, acc:0.466, f1:0.243, total+:198, total-:141
@threshold:-0.183, sens:0.707, spec:0.430, ppv:0.146, acc:0.463, f1:0.242, total+:199, total-:140
@threshold:-0.185, sens:0.707, spec:0.419, ppv:0.144, acc:0.454, f1:0.239, total+:202, total-:137
@threshold:-0.203, sens:0.732, spec:0.416, ppv:0.147, acc:0.454, f1:0.245, total+:204, total-:135
@threshold:-0.204, sens:0.732, spec:0.413, ppv:0.146, acc:0.451, f1:0.244, total+:205, total-:134
@threshold:-0.204, sens:0.756, spec:0.409, ppv:0.150, acc:0.451, f1:0.250, total+:207, total-:132
@threshold:-0.208, sens:0.780, spec:0.406, ppv:0.153, acc:0.451, f1:0.256, total+:209, total-:130
@threshold:-0.236, sens:0.780, spec:0.403, ppv:0.152, acc:0.448, f1:0.255, total+:210, total-:129
@threshold:-0.238, sens:0.805, spec:0.396, ppv:0.155, acc:0.445, f1:0.260, total+:213, total-:126
@threshold:-0.240, sens:0.805, spec:0.393, ppv:0.154, acc:0.442, f1:0.259, total+:214, total-:125
@threshold:-0.240, sens:0.829, spec:0.393, ppv:0.158, acc:0.445, f1:0.266, total+:215, total-:124
@threshold:-0.241, sens:0.854, spec:0.389, ppv:0.161, acc:0.445, f1:0.271, total+:217, total-:122
@threshold:-0.243, sens:0.878, spec:0.376, ppv:0.162, acc:0.437, f1:0.274, total+:222, total-:117
@threshold:-0.243, sens:0.878, spec:0.372, ppv:0.161, acc:0.434, f1:0.273, total+:223, total-:116
@threshold:-0.245, sens:0.878, spec:0.366, ppv:0.160, acc:0.428, f1:0.271, total+:225, total-:114
@threshold:-0.248, sens:0.878, spec:0.356, ppv:0.158, acc:0.419, f1:0.268, total+:228, total-:111
@threshold:-0.249, sens:0.878, spec:0.349, ppv:0.157, acc:0.413, f1:0.266, total+:230, total-:109
@threshold:-0.251, sens:0.902, spec:0.339, ppv:0.158, acc:0.407, f1:0.269, total+:234, total-:105
@threshold:-0.252, sens:0.902, spec:0.336, ppv:0.157, acc:0.404, f1:0.268, total+:235, total-:104
@threshold:-0.297, sens:0.902, spec:0.309, ppv:0.152, acc:0.381, f1:0.261, total+:243, total-:96
@threshold:-0.298, sens:0.902, spec:0.305, ppv:0.152, acc:0.378, f1:0.260, total+:244, total-:95
@threshold:-0.298, sens:0.927, spec:0.305, ppv:0.155, acc:0.381, f1:0.266, total+:245, total-:94
@threshold:-0.307, sens:0.927, spec:0.299, ppv:0.154, acc:0.375, f1:0.264, total+:247, total-:92
@threshold:-0.308, sens:0.951, spec:0.289, ppv:0.155, acc:0.369, f1:0.267, total+:251, total-:88
@threshold:-0.313, sens:0.951, spec:0.282, ppv:0.154, acc:0.363, f1:0.265, total+:253, total-:86
@threshold:-0.316, sens:0.951, spec:0.279, ppv:0.154, acc:0.360, f1:0.264, total+:254, total-:85
@threshold:-0.321, sens:0.976, spec:0.275, ppv:0.156, acc:0.360, f1:0.269, total+:256, total-:83
@threshold:-0.321, sens:0.976, spec:0.272, ppv:0.156, acc:0.357, f1:0.268, total+:257, total-:82
@threshold:-0.415, sens:0.976, spec:0.255, ppv:0.153, acc:0.342, f1:0.264, total+:262, total-:77
@threshold:-0.470, sens:0.976, spec:0.252, ppv:0.152, acc:0.339, f1:0.263, total+:263, total-:76
@threshold:-0.470, sens:0.976, spec:0.242, ppv:0.150, acc:0.330, f1:0.261, total+:266, total-:73
@threshold:-0.473, sens:0.976, spec:0.232, ppv:0.149, acc:0.322, f1:0.258, total+:269, total-:70
@threshold:-0.473, sens:0.976, spec:0.225, ppv:0.148, acc:0.316, f1:0.256, total+:271, total-:68
@threshold:-0.500, sens:0.976, spec:0.221, ppv:0.147, acc:0.313, f1:0.256, total+:272, total-:67
@threshold:-0.519, sens:1.000, spec:0.208, ppv:0.148, acc:0.304, f1:0.258, total+:277, total-:62
@threshold:-0.537, sens:1.000, spec:0.205, ppv:0.147, acc:0.301, f1:0.257, total+:278, total-:61
@threshold:-0.555, sens:1.000, spec:0.195, ppv:0.146, acc:0.292, f1:0.255, total+:281, total-:58
@threshold:-0.622, sens:1.000, spec:0.191, ppv:0.145, acc:0.289, f1:0.254, total+:282, total-:57
@threshold:-0.931, sens:1.000, spec:0.178, ppv:0.143, acc:0.277, f1:0.251, total+:286, total-:53
@threshold:-0.943, sens:1.000, spec:0.174, ppv:0.143, acc:0.274, f1:0.250, total+:287, total-:52
@threshold:-0.943, sens:1.000, spec:0.161, ppv:0.141, acc:0.263, f1:0.247, total+:291, total-:48
@threshold:-0.949, sens:1.000, spec:0.158, ppv:0.140, acc:0.260, f1:0.246, total+:292, total-:47
@threshold:-0.950, sens:1.000, spec:0.151, ppv:0.139, acc:0.254, f1:0.245, total+:294, total-:45
@threshold:-0.958, sens:1.000, spec:0.064, ppv:0.128, acc:0.177, f1:0.227, total+:320, total-:19
@threshold:-0.971, sens:1.000, spec:0.060, ppv:0.128, acc:0.174, f1:0.227, total+:321, total-:18
@threshold:-0.984, sens:1.000, spec:0.030, ppv:0.124, acc:0.147, f1:0.221, total+:330, total-:9
@threshold:-0.984, sens:1.000, spec:0.027, ppv:0.124, acc:0.145, f1:0.220, total+:331, total-:8
@threshold:-0.984, sens:1.000, spec:0.017, ppv:0.123, acc:0.136, f1:0.219, total+:334, total-:5
@threshold:-0.984, sens:1.000, spec:0.010, ppv:0.122, acc:0.130, f1:0.218, total+:336, total-:3
* Vital: Wt for Length ZScore-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.750
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 1.0
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_index_no_min_wfl_latest
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_results_no_min_wfl_latest
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_models_no_min_wfl_latest.pkl
-----------------------------------------------------
girls no_min wfl_latest gradientboost
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.182
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.182
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.182
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.777, Explained Variance Score Train: 0.440
AUC Validation: 0.625, Explained Variance Score Validation: 0.045
AUC Test: 0.697, Explained Variance Score Test: 0.195
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.422, R^2 test: 0.134
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.422, R^2 test: 0.134
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.422, R^2 test: 0.134
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.898, Explained Variance Score Train: 0.435
AUC Validation: 0.675, Explained Variance Score Validation: 0.092
AUC Test: 0.701, Explained Variance Score Test: 0.135
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.326, R^2 test: 0.103
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.326, R^2 test: 0.103
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.326, R^2 test: 0.103
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.815, Explained Variance Score Train: 0.352
AUC Validation: 0.625, Explained Variance Score Validation: 0.188
AUC Test: 0.681, Explained Variance Score Test: 0.104
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.325, R^2 test: 0.183
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.325, R^2 test: 0.183
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.325, R^2 test: 0.183
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.771, Explained Variance Score Train: 0.371
AUC Validation: 0.639, Explained Variance Score Validation: 0.096
AUC Test: 0.679, Explained Variance Score Test: 0.191
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.538, R^2 test: 0.053
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.538, R^2 test: 0.053
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.538, R^2 test: 0.053
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.887, Explained Variance Score Train: 0.556
AUC Validation: 0.735, Explained Variance Score Validation: 0.145
AUC Test: 0.679, Explained Variance Score Test: 0.061
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.418, R^2 test: 0.120
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.418, R^2 test: 0.120
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.418, R^2 test: 0.120
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.906, Explained Variance Score Train: 0.447
AUC Validation: 0.784, Explained Variance Score Validation: 0.259
AUC Test: 0.653, Explained Variance Score Test: 0.124
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.351, R^2 test: 0.045
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.351, R^2 test: 0.045
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.351, R^2 test: 0.045
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.806, Explained Variance Score Train: 0.383
AUC Validation: 0.657, Explained Variance Score Validation: 0.092
AUC Test: 0.667, Explained Variance Score Test: 0.046
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.239, R^2 test: 0.174
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.295, R^2 test: 0.156
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.153
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.801, Explained Variance Score Train: 0.281
AUC Validation: 0.632, Explained Variance Score Validation: 0.128
AUC Test: 0.694, Explained Variance Score Test: 0.179
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.641, R^2 test: 0.040
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.663, R^2 test: 0.035
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.663, R^2 test: 0.035
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.868, Explained Variance Score Train: 0.655
AUC Validation: 0.743, Explained Variance Score Validation: 0.105
AUC Test: 0.667, Explained Variance Score Test: 0.042
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.264, R^2 test: 0.143
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.270, R^2 test: 0.137
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.270, R^2 test: 0.137
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.811, Explained Variance Score Train: 0.290
AUC Validation: 0.769, Explained Variance Score Validation: 0.294
AUC Test: 0.687, Explained Variance Score Test: 0.154
total variables 1 and total subjects: 1698
->AUC validation: 0.689 95% CI: [0.652 , 0.725]
->AUC test: 0.680 95% CI: [0.672 , 0.689]
->Explained Variance (R2) validation: 0.144 95% CI: [0.098 , 0.191]
->Explained Variance (R2) test: 0.123 95% CI: [0.089 , 0.158]
Test set metrics:
@threshold:3.182, sens:0.000, spec:1.000, ppv:0.000, acc:0.879, f1:0.000, total+:0, total-:339
@threshold:2.182, sens:0.000, spec:1.000, ppv:0.000, acc:0.879, f1:0.000, total+:0, total-:339
@threshold:0.800, sens:0.073, spec:0.990, ppv:0.500, acc:0.879, f1:0.128, total+:6, total-:333
@threshold:0.800, sens:0.098, spec:0.990, ppv:0.571, acc:0.882, f1:0.167, total+:7, total-:332
@threshold:0.728, sens:0.146, spec:0.983, ppv:0.545, acc:0.882, f1:0.231, total+:11, total-:328
@threshold:0.649, sens:0.171, spec:0.980, ppv:0.538, acc:0.882, f1:0.259, total+:13, total-:326
@threshold:0.565, sens:0.195, spec:0.956, ppv:0.381, acc:0.864, f1:0.258, total+:21, total-:318
@threshold:0.501, sens:0.220, spec:0.923, ppv:0.281, acc:0.838, f1:0.247, total+:32, total-:307
@threshold:0.495, sens:0.220, spec:0.919, ppv:0.273, acc:0.835, f1:0.243, total+:33, total-:306
@threshold:0.494, sens:0.220, spec:0.909, ppv:0.250, acc:0.826, f1:0.234, total+:36, total-:303
@threshold:0.405, sens:0.220, spec:0.906, ppv:0.243, acc:0.823, f1:0.231, total+:37, total-:302
@threshold:0.376, sens:0.220, spec:0.899, ppv:0.231, acc:0.817, f1:0.225, total+:39, total-:300
@threshold:0.364, sens:0.220, spec:0.879, ppv:0.200, acc:0.799, f1:0.209, total+:45, total-:294
@threshold:0.323, sens:0.220, spec:0.872, ppv:0.191, acc:0.794, f1:0.205, total+:47, total-:292
@threshold:0.309, sens:0.244, spec:0.846, ppv:0.179, acc:0.773, f1:0.206, total+:56, total-:283
@threshold:0.301, sens:0.293, spec:0.809, ppv:0.174, acc:0.746, f1:0.218, total+:69, total-:270
@threshold:0.293, sens:0.341, spec:0.785, ppv:0.179, acc:0.732, f1:0.235, total+:78, total-:261
@threshold:0.202, sens:0.415, spec:0.785, ppv:0.210, acc:0.740, f1:0.279, total+:81, total-:258
@threshold:0.201, sens:0.415, spec:0.768, ppv:0.198, acc:0.726, f1:0.268, total+:86, total-:253
@threshold:0.148, sens:0.415, spec:0.745, ppv:0.183, acc:0.705, f1:0.254, total+:93, total-:246
@threshold:0.148, sens:0.415, spec:0.742, ppv:0.181, acc:0.702, f1:0.252, total+:94, total-:245
@threshold:0.075, sens:0.439, spec:0.742, ppv:0.189, acc:0.705, f1:0.265, total+:95, total-:244
@threshold:0.042, sens:0.463, spec:0.725, ppv:0.188, acc:0.693, f1:0.268, total+:101, total-:238
@threshold:0.027, sens:0.463, spec:0.715, ppv:0.183, acc:0.684, f1:0.262, total+:104, total-:235
@threshold:0.023, sens:0.512, spec:0.698, ppv:0.189, acc:0.676, f1:0.276, total+:111, total-:228
@threshold:0.008, sens:0.512, spec:0.695, ppv:0.188, acc:0.673, f1:0.275, total+:112, total-:227
@threshold:-0.027, sens:0.537, spec:0.695, ppv:0.195, acc:0.676, f1:0.286, total+:113, total-:226
@threshold:-0.046, sens:0.561, spec:0.681, ppv:0.195, acc:0.667, f1:0.289, total+:118, total-:221
@threshold:-0.064, sens:0.585, spec:0.681, ppv:0.202, acc:0.670, f1:0.300, total+:119, total-:220
@threshold:-0.071, sens:0.585, spec:0.674, ppv:0.198, acc:0.664, f1:0.296, total+:121, total-:218
@threshold:-0.082, sens:0.610, spec:0.651, ppv:0.194, acc:0.646, f1:0.294, total+:129, total-:210
@threshold:-0.104, sens:0.610, spec:0.648, ppv:0.192, acc:0.643, f1:0.292, total+:130, total-:209
@threshold:-0.192, sens:0.829, spec:0.426, ppv:0.166, acc:0.475, f1:0.276, total+:205, total-:134
@threshold:-0.220, sens:0.829, spec:0.419, ppv:0.164, acc:0.469, f1:0.274, total+:207, total-:132
@threshold:-0.221, sens:0.829, spec:0.409, ppv:0.162, acc:0.460, f1:0.271, total+:210, total-:129
@threshold:-0.222, sens:0.829, spec:0.383, ppv:0.156, acc:0.437, f1:0.263, total+:218, total-:121
@threshold:-0.236, sens:0.854, spec:0.346, ppv:0.152, acc:0.407, f1:0.258, total+:230, total-:109
@threshold:-0.319, sens:0.878, spec:0.309, ppv:0.149, acc:0.378, f1:0.254, total+:242, total-:97
@threshold:-0.324, sens:0.878, spec:0.295, ppv:0.146, acc:0.366, f1:0.251, total+:246, total-:93
@threshold:-0.329, sens:0.878, spec:0.262, ppv:0.141, acc:0.336, f1:0.242, total+:256, total-:83
@threshold:-0.335, sens:0.927, spec:0.242, ppv:0.144, acc:0.324, f1:0.249, total+:264, total-:75
@threshold:-0.349, sens:0.927, spec:0.225, ppv:0.141, acc:0.310, f1:0.245, total+:269, total-:70
@threshold:-0.353, sens:0.927, spec:0.221, ppv:0.141, acc:0.307, f1:0.244, total+:270, total-:69
@threshold:-0.362, sens:0.927, spec:0.215, ppv:0.140, acc:0.301, f1:0.243, total+:272, total-:67
@threshold:-0.387, sens:0.927, spec:0.205, ppv:0.138, acc:0.292, f1:0.241, total+:275, total-:64
@threshold:-0.391, sens:0.927, spec:0.191, ppv:0.136, acc:0.280, f1:0.237, total+:279, total-:60
@threshold:-0.412, sens:0.951, spec:0.168, ppv:0.136, acc:0.263, f1:0.238, total+:287, total-:52
@threshold:-0.418, sens:0.951, spec:0.164, ppv:0.135, acc:0.260, f1:0.237, total+:288, total-:51
@threshold:-0.511, sens:0.976, spec:0.141, ppv:0.135, acc:0.242, f1:0.237, total+:296, total-:43
@threshold:-0.515, sens:0.976, spec:0.138, ppv:0.135, acc:0.239, f1:0.237, total+:297, total-:42
@threshold:-0.537, sens:0.976, spec:0.117, ppv:0.132, acc:0.221, f1:0.233, total+:303, total-:36
@threshold:-0.551, sens:0.976, spec:0.094, ppv:0.129, acc:0.201, f1:0.228, total+:310, total-:29
@threshold:-0.566, sens:0.976, spec:0.074, ppv:0.127, acc:0.183, f1:0.224, total+:316, total-:23
@threshold:-0.714, sens:0.976, spec:0.060, ppv:0.125, acc:0.171, f1:0.222, total+:320, total-:19
@threshold:-0.755, sens:0.976, spec:0.057, ppv:0.125, acc:0.168, f1:0.221, total+:321, total-:18
@threshold:-0.806, sens:1.000, spec:0.047, ppv:0.126, acc:0.162, f1:0.224, total+:325, total-:14
@threshold:-0.881, sens:1.000, spec:0.037, ppv:0.125, acc:0.153, f1:0.222, total+:328, total-:11
@threshold:-1.015, sens:1.000, spec:0.017, ppv:0.123, acc:0.136, f1:0.219, total+:334, total-:5
@threshold:-1.495, sens:1.000, spec:0.010, ppv:0.122, acc:0.130, f1:0.218, total+:336, total-:3
@threshold:-2.246, sens:1.000, spec:0.007, ppv:0.122, acc:0.127, f1:0.217, total+:337, total-:2
* Vital: Wt for Length ZScore-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.710
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 1.0
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_index_no_min_wfl_latest
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_results_no_min_wfl_latest
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_models_no_min_wfl_latest.pkl
-----------------------------------------------------
girls no_min bmi_19_24 lasso
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.226, R^2 test: 0.252
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.226, R^2 test: 0.251
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.226, R^2 test: 0.251
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.218, R^2 test: 0.233
best alpha via bootstrap CV: 0.001
AUC Train: 0.767, Explained Variance Score Train: 0.226
AUC Validation: 0.753, Explained Variance Score Validation: 0.268
AUC Test: 0.738, Explained Variance Score Test: 0.270
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.192, R^2 test: 0.246
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.192, R^2 test: 0.246
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.192, R^2 test: 0.244
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.182, R^2 test: 0.215
best alpha via bootstrap CV: 0.001
AUC Train: 0.739, Explained Variance Score Train: 0.192
AUC Validation: 0.821, Explained Variance Score Validation: 0.310
AUC Test: 0.738, Explained Variance Score Test: 0.261
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.353, R^2 test: 0.247
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.353, R^2 test: 0.247
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.353, R^2 test: 0.248
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.341, R^2 test: 0.255
best alpha via bootstrap CV: 0.1
AUC Train: 0.793, Explained Variance Score Train: 0.341
AUC Validation: 0.804, Explained Variance Score Validation: 0.202
AUC Test: 0.738, Explained Variance Score Test: 0.272
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.187, R^2 test: 0.263
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.187, R^2 test: 0.263
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.186, R^2 test: 0.262
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.173, R^2 test: 0.231
best alpha via bootstrap CV: 0.001
AUC Train: 0.734, Explained Variance Score Train: 0.187
AUC Validation: 0.791, Explained Variance Score Validation: 0.203
AUC Test: 0.738, Explained Variance Score Test: 0.265
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.209, R^2 test: 0.260
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.209, R^2 test: 0.260
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.209, R^2 test: 0.259
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.185, R^2 test: 0.224
best alpha via bootstrap CV: 0.001
AUC Train: 0.717, Explained Variance Score Train: 0.209
AUC Validation: 0.595, Explained Variance Score Validation: 0.140
AUC Test: 0.738, Explained Variance Score Test: 0.271
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.352, R^2 test: 0.268
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.352, R^2 test: 0.268
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.352, R^2 test: 0.268
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.335, R^2 test: 0.261
best alpha via bootstrap CV: 0.01
AUC Train: 0.818, Explained Variance Score Train: 0.352
AUC Validation: 0.773, Explained Variance Score Validation: 0.304
AUC Test: 0.738, Explained Variance Score Test: 0.272
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.211, R^2 test: 0.244
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.211, R^2 test: 0.244
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.210, R^2 test: 0.243
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.200, R^2 test: 0.222
best alpha via bootstrap CV: 0.001
AUC Train: 0.703, Explained Variance Score Train: 0.211
AUC Validation: 0.858, Explained Variance Score Validation: 0.398
AUC Test: 0.738, Explained Variance Score Test: 0.271
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.257, R^2 test: 0.272
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.257, R^2 test: 0.272
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.257, R^2 test: 0.272
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.242, R^2 test: 0.259
best alpha via bootstrap CV: 0.01
AUC Train: 0.800, Explained Variance Score Train: 0.257
AUC Validation: 0.688, Explained Variance Score Validation: -0.017
AUC Test: 0.738, Explained Variance Score Test: 0.272
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.416, R^2 test: 0.203
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.416, R^2 test: 0.205
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.416, R^2 test: 0.207
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.407, R^2 test: 0.241
best alpha via bootstrap CV: 0.1
AUC Train: 0.803, Explained Variance Score Train: 0.407
AUC Validation: 0.737, Explained Variance Score Validation: 0.069
AUC Test: 0.738, Explained Variance Score Test: 0.255
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.304, R^2 test: 0.271
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.304, R^2 test: 0.271
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.304, R^2 test: 0.270
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.289, R^2 test: 0.251
best alpha via bootstrap CV: 0.001
AUC Train: 0.819, Explained Variance Score Train: 0.304
AUC Validation: 0.818, Explained Variance Score Validation: 0.169
AUC Test: 0.738, Explained Variance Score Test: 0.271
total variables 1 and total subjects: 1698
->AUC validation: 0.764 95% CI: [0.719 , 0.809]
->AUC test: 0.738 95% CI: [0.738 , 0.738]
->Explained Variance (R2) validation: 0.205 95% CI: [0.133 , 0.277]
->Explained Variance (R2) test: 0.268 95% CI: [0.265 , 0.271]
Test set metrics:
@threshold:2.368, sens:0.000, spec:1.000, ppv:0.000, acc:0.870, f1:0.000, total+:0, total-:339
@threshold:1.453, sens:0.114, spec:1.000, ppv:1.000, acc:0.885, f1:0.204, total+:5, total-:334
@threshold:1.387, sens:0.136, spec:1.000, ppv:1.000, acc:0.888, f1:0.240, total+:6, total-:333
@threshold:1.172, sens:0.182, spec:0.997, ppv:0.889, acc:0.891, f1:0.302, total+:9, total-:330
@threshold:1.158, sens:0.205, spec:0.997, ppv:0.900, acc:0.894, f1:0.333, total+:10, total-:329
@threshold:1.106, sens:0.205, spec:0.993, ppv:0.818, acc:0.891, f1:0.327, total+:11, total-:328
@threshold:1.060, sens:0.227, spec:0.993, ppv:0.833, acc:0.894, f1:0.357, total+:12, total-:327
@threshold:1.049, sens:0.227, spec:0.990, ppv:0.769, acc:0.891, f1:0.351, total+:13, total-:326
@threshold:0.867, sens:0.250, spec:0.980, ppv:0.647, acc:0.885, f1:0.361, total+:17, total-:322
@threshold:0.838, sens:0.250, spec:0.976, ppv:0.611, acc:0.882, f1:0.355, total+:18, total-:321
@threshold:0.814, sens:0.273, spec:0.976, ppv:0.632, acc:0.885, f1:0.381, total+:19, total-:320
@threshold:0.780, sens:0.318, spec:0.973, ppv:0.636, acc:0.888, f1:0.424, total+:22, total-:317
@threshold:0.753, sens:0.341, spec:0.973, ppv:0.652, acc:0.891, f1:0.448, total+:23, total-:316
@threshold:0.749, sens:0.341, spec:0.969, ppv:0.625, acc:0.888, f1:0.441, total+:24, total-:315
@threshold:0.528, sens:0.364, spec:0.915, ppv:0.390, acc:0.844, f1:0.376, total+:41, total-:298
@threshold:0.525, sens:0.364, spec:0.912, ppv:0.381, acc:0.841, f1:0.372, total+:42, total-:297
@threshold:0.518, sens:0.386, spec:0.912, ppv:0.395, acc:0.844, f1:0.391, total+:43, total-:296
@threshold:0.494, sens:0.386, spec:0.898, ppv:0.362, acc:0.832, f1:0.374, total+:47, total-:292
@threshold:0.473, sens:0.386, spec:0.895, ppv:0.354, acc:0.829, f1:0.370, total+:48, total-:291
@threshold:0.460, sens:0.409, spec:0.888, ppv:0.353, acc:0.826, f1:0.379, total+:51, total-:288
@threshold:0.456, sens:0.409, spec:0.885, ppv:0.346, acc:0.823, f1:0.375, total+:52, total-:287
@threshold:0.388, sens:0.432, spec:0.875, ppv:0.339, acc:0.817, f1:0.380, total+:56, total-:283
@threshold:0.378, sens:0.432, spec:0.871, ppv:0.333, acc:0.814, f1:0.376, total+:57, total-:282
@threshold:0.231, sens:0.432, spec:0.831, ppv:0.275, acc:0.779, f1:0.336, total+:69, total-:270
@threshold:0.221, sens:0.432, spec:0.827, ppv:0.271, acc:0.776, f1:0.333, total+:70, total-:269
@threshold:0.187, sens:0.455, spec:0.807, ppv:0.260, acc:0.761, f1:0.331, total+:77, total-:262
@threshold:0.184, sens:0.455, spec:0.803, ppv:0.256, acc:0.758, f1:0.328, total+:78, total-:261
@threshold:0.174, sens:0.477, spec:0.800, ppv:0.263, acc:0.758, f1:0.339, total+:80, total-:259
@threshold:0.173, sens:0.477, spec:0.797, ppv:0.259, acc:0.755, f1:0.336, total+:81, total-:258
@threshold:0.165, sens:0.477, spec:0.786, ppv:0.250, acc:0.746, f1:0.328, total+:84, total-:255
@threshold:0.155, sens:0.477, spec:0.783, ppv:0.247, acc:0.743, f1:0.326, total+:85, total-:254
@threshold:0.114, sens:0.500, spec:0.769, ppv:0.244, acc:0.735, f1:0.328, total+:90, total-:249
@threshold:0.111, sens:0.500, spec:0.766, ppv:0.242, acc:0.732, f1:0.326, total+:91, total-:248
@threshold:0.092, sens:0.523, spec:0.759, ppv:0.245, acc:0.729, f1:0.333, total+:94, total-:245
@threshold:0.078, sens:0.523, spec:0.756, ppv:0.242, acc:0.726, f1:0.331, total+:95, total-:244
@threshold:0.071, sens:0.523, spec:0.749, ppv:0.237, acc:0.720, f1:0.326, total+:97, total-:242
@threshold:0.068, sens:0.523, spec:0.746, ppv:0.235, acc:0.717, f1:0.324, total+:98, total-:241
@threshold:0.058, sens:0.545, spec:0.742, ppv:0.240, acc:0.717, f1:0.333, total+:100, total-:239
@threshold:0.054, sens:0.545, spec:0.739, ppv:0.238, acc:0.714, f1:0.331, total+:101, total-:238
@threshold:0.044, sens:0.545, spec:0.719, ppv:0.224, acc:0.696, f1:0.318, total+:107, total-:232
@threshold:0.027, sens:0.545, spec:0.715, ppv:0.222, acc:0.693, f1:0.316, total+:108, total-:231
@threshold:0.023, sens:0.545, spec:0.708, ppv:0.218, acc:0.687, f1:0.312, total+:110, total-:229
@threshold:-0.004, sens:0.568, spec:0.695, ppv:0.217, acc:0.678, f1:0.314, total+:115, total-:224
@threshold:-0.007, sens:0.568, spec:0.692, ppv:0.216, acc:0.676, f1:0.312, total+:116, total-:223
@threshold:-0.107, sens:0.886, spec:0.431, ppv:0.188, acc:0.490, f1:0.311, total+:207, total-:132
@threshold:-0.113, sens:0.886, spec:0.427, ppv:0.188, acc:0.487, f1:0.310, total+:208, total-:131
@threshold:-0.128, sens:0.909, spec:0.424, ppv:0.190, acc:0.487, f1:0.315, total+:210, total-:129
@threshold:-0.144, sens:0.909, spec:0.420, ppv:0.190, acc:0.484, f1:0.314, total+:211, total-:128
@threshold:-0.152, sens:0.909, spec:0.403, ppv:0.185, acc:0.469, f1:0.308, total+:216, total-:123
@threshold:-0.155, sens:0.909, spec:0.397, ppv:0.183, acc:0.463, f1:0.305, total+:218, total-:121
@threshold:-0.161, sens:0.909, spec:0.393, ppv:0.183, acc:0.460, f1:0.304, total+:219, total-:120
@threshold:-0.244, sens:0.909, spec:0.325, ppv:0.167, acc:0.401, f1:0.283, total+:239, total-:100
@threshold:-0.254, sens:0.909, spec:0.322, ppv:0.167, acc:0.398, f1:0.282, total+:240, total-:99
@threshold:-0.299, sens:0.909, spec:0.285, ppv:0.159, acc:0.366, f1:0.271, total+:251, total-:88
@threshold:-0.307, sens:0.909, spec:0.281, ppv:0.159, acc:0.363, f1:0.270, total+:252, total-:87
@threshold:-0.313, sens:0.909, spec:0.271, ppv:0.157, acc:0.354, f1:0.268, total+:255, total-:84
@threshold:-0.314, sens:0.909, spec:0.268, ppv:0.156, acc:0.351, f1:0.267, total+:256, total-:83
@threshold:-0.396, sens:0.932, spec:0.217, ppv:0.151, acc:0.310, f1:0.259, total+:272, total-:67
@threshold:-0.409, sens:0.932, spec:0.214, ppv:0.150, acc:0.307, f1:0.259, total+:273, total-:66
@threshold:-0.480, sens:0.955, spec:0.180, ppv:0.148, acc:0.280, f1:0.256, total+:284, total-:55
@threshold:-0.481, sens:0.955, spec:0.176, ppv:0.147, acc:0.277, f1:0.255, total+:285, total-:54
@threshold:-0.520, sens:0.955, spec:0.156, ppv:0.144, acc:0.260, f1:0.251, total+:291, total-:48
@threshold:-0.525, sens:0.955, spec:0.153, ppv:0.144, acc:0.257, f1:0.250, total+:292, total-:47
@threshold:-0.670, sens:0.955, spec:0.075, ppv:0.133, acc:0.189, f1:0.234, total+:315, total-:24
@threshold:-0.682, sens:0.955, spec:0.071, ppv:0.133, acc:0.186, f1:0.233, total+:316, total-:23
@threshold:-0.721, sens:0.955, spec:0.064, ppv:0.132, acc:0.180, f1:0.232, total+:318, total-:21
@threshold:-0.730, sens:0.955, spec:0.061, ppv:0.132, acc:0.177, f1:0.231, total+:319, total-:20
@threshold:-1.011, sens:0.977, spec:0.027, ppv:0.130, acc:0.150, f1:0.230, total+:330, total-:9
@threshold:-1.019, sens:0.977, spec:0.024, ppv:0.130, acc:0.147, f1:0.229, total+:331, total-:8
@threshold:-1.547, sens:1.000, spec:0.003, ppv:0.130, acc:0.133, f1:0.230, total+:338, total-:1
* Vital: BMI-avg19to24 | coef 0.555 95% CI: [0.513 , 0.596] | OR_adj 1.741 [1.671 1.815] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.738
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 0.554675833497
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_index_no_min_bmi_19_24
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_results_no_min_bmi_19_24
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_models_no_min_bmi_19_24.pkl
-----------------------------------------------------
girls no_min bmi_19_24 randomforest
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.722, R^2 test: 0.086
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.535, R^2 test: 0.218
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.412, R^2 test: 0.263
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.379, R^2 test: 0.269
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.846, Explained Variance Score Train: 0.379
AUC Validation: 0.665, Explained Variance Score Validation: 0.109
AUC Test: 0.775, Explained Variance Score Test: 0.302
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.611, R^2 test: 0.058
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.409, R^2 test: 0.107
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.273, R^2 test: 0.153
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.241, R^2 test: 0.167
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.753, Explained Variance Score Train: 0.241
AUC Validation: 0.811, Explained Variance Score Validation: 0.155
AUC Test: 0.783, Explained Variance Score Test: 0.252
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.729, R^2 test: 0.097
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.509, R^2 test: 0.102
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.363, R^2 test: 0.278
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.304, R^2 test: 0.280
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.818, Explained Variance Score Train: 0.304
AUC Validation: 0.762, Explained Variance Score Validation: 0.357
AUC Test: 0.749, Explained Variance Score Test: 0.290
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.646, R^2 test: 0.156
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.511, R^2 test: 0.201
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.369, R^2 test: 0.225
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.325, R^2 test: 0.205
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.808, Explained Variance Score Train: 0.369
AUC Validation: 0.633, Explained Variance Score Validation: 0.150
AUC Test: 0.734, Explained Variance Score Test: 0.255
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.602, R^2 test: 0.186
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.473, R^2 test: 0.258
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.316, R^2 test: 0.286
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.289, R^2 test: 0.283
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.819, Explained Variance Score Train: 0.316
AUC Validation: 0.657, Explained Variance Score Validation: 0.148
AUC Test: 0.771, Explained Variance Score Test: 0.305
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.595, R^2 test: 0.158
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.452, R^2 test: 0.205
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.327, R^2 test: 0.262
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.306, R^2 test: 0.268
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.772, Explained Variance Score Train: 0.306
AUC Validation: 0.597, Explained Variance Score Validation: 0.153
AUC Test: 0.785, Explained Variance Score Test: 0.287
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.582, R^2 test: -0.059
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.466, R^2 test: 0.016
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.313, R^2 test: 0.156
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.269, R^2 test: 0.193
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.855, Explained Variance Score Train: 0.269
AUC Validation: 0.691, Explained Variance Score Validation: 0.293
AUC Test: 0.794, Explained Variance Score Test: 0.255
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.729, R^2 test: 0.121
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.553, R^2 test: 0.218
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.367, R^2 test: 0.306
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.330, R^2 test: 0.305
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.765, Explained Variance Score Train: 0.330
AUC Validation: 0.743, Explained Variance Score Validation: 0.139
AUC Test: 0.769, Explained Variance Score Test: 0.316
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.682, R^2 test: 0.206
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.536, R^2 test: 0.275
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.440, R^2 test: 0.296
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.415, R^2 test: 0.301
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.846, Explained Variance Score Train: 0.415
AUC Validation: 0.843, Explained Variance Score Validation: 0.317
AUC Test: 0.755, Explained Variance Score Test: 0.326
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.606, R^2 test: 0.129
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.483, R^2 test: 0.232
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.344, R^2 test: 0.273
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.326, R^2 test: 0.278
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.873, Explained Variance Score Train: 0.326
AUC Validation: 0.636, Explained Variance Score Validation: 0.113
AUC Test: 0.744, Explained Variance Score Test: 0.287
total variables 1 and total subjects: 1698
->AUC validation: 0.704 95% CI: [0.655 , 0.752]
->AUC test: 0.766 95% CI: [0.754 , 0.777]
->Explained Variance (R2) validation: 0.193 95% CI: [0.139 , 0.247]
->Explained Variance (R2) test: 0.288 95% CI: [0.272 , 0.303]
Test set metrics:
@threshold:2.036, sens:0.000, spec:1.000, ppv:0.000, acc:0.814, f1:0.000, total+:0, total-:339
@threshold:1.036, sens:0.000, spec:1.000, ppv:0.000, acc:0.814, f1:0.000, total+:0, total-:339
@threshold:1.027, sens:0.206, spec:0.982, ppv:0.722, acc:0.838, f1:0.321, total+:18, total-:321
@threshold:0.980, sens:0.222, spec:0.982, ppv:0.737, acc:0.841, f1:0.341, total+:19, total-:320
@threshold:0.901, sens:0.254, spec:0.978, ppv:0.727, acc:0.844, f1:0.376, total+:22, total-:317
@threshold:0.899, sens:0.254, spec:0.975, ppv:0.696, acc:0.841, f1:0.372, total+:23, total-:316
@threshold:0.871, sens:0.270, spec:0.971, ppv:0.680, acc:0.841, f1:0.386, total+:25, total-:314
@threshold:0.864, sens:0.286, spec:0.971, ppv:0.692, acc:0.844, f1:0.404, total+:26, total-:313
@threshold:0.550, sens:0.302, spec:0.953, ppv:0.594, acc:0.832, f1:0.400, total+:32, total-:307
@threshold:0.540, sens:0.302, spec:0.949, ppv:0.576, acc:0.829, f1:0.396, total+:33, total-:306
@threshold:0.457, sens:0.317, spec:0.931, ppv:0.513, acc:0.817, f1:0.392, total+:39, total-:300
@threshold:0.452, sens:0.317, spec:0.928, ppv:0.500, acc:0.814, f1:0.388, total+:40, total-:299
@threshold:0.441, sens:0.333, spec:0.928, ppv:0.512, acc:0.817, f1:0.404, total+:41, total-:298
@threshold:0.437, sens:0.365, spec:0.920, ppv:0.511, acc:0.817, f1:0.426, total+:45, total-:294
@threshold:0.437, sens:0.381, spec:0.909, ppv:0.490, acc:0.811, f1:0.429, total+:49, total-:290
@threshold:0.420, sens:0.413, spec:0.902, ppv:0.491, acc:0.811, f1:0.448, total+:53, total-:286
@threshold:0.419, sens:0.429, spec:0.902, ppv:0.500, acc:0.814, f1:0.462, total+:54, total-:285
@threshold:0.419, sens:0.460, spec:0.902, ppv:0.518, acc:0.820, f1:0.487, total+:56, total-:283
@threshold:0.417, sens:0.460, spec:0.899, ppv:0.509, acc:0.817, f1:0.483, total+:57, total-:282
@threshold:0.398, sens:0.492, spec:0.891, ppv:0.508, acc:0.817, f1:0.500, total+:61, total-:278
@threshold:0.396, sens:0.508, spec:0.891, ppv:0.516, acc:0.820, f1:0.512, total+:62, total-:277
@threshold:0.394, sens:0.508, spec:0.880, ppv:0.492, acc:0.811, f1:0.500, total+:65, total-:274
@threshold:0.390, sens:0.508, spec:0.877, ppv:0.485, acc:0.808, f1:0.496, total+:66, total-:273
@threshold:0.390, sens:0.524, spec:0.877, ppv:0.493, acc:0.811, f1:0.508, total+:67, total-:272
@threshold:0.389, sens:0.524, spec:0.873, ppv:0.485, acc:0.808, f1:0.504, total+:68, total-:271
@threshold:0.388, sens:0.540, spec:0.866, ppv:0.479, acc:0.805, f1:0.507, total+:71, total-:268
@threshold:0.372, sens:0.540, spec:0.862, ppv:0.472, acc:0.802, f1:0.504, total+:72, total-:267
@threshold:0.353, sens:0.540, spec:0.851, ppv:0.453, acc:0.794, f1:0.493, total+:75, total-:264
@threshold:0.351, sens:0.540, spec:0.848, ppv:0.447, acc:0.791, f1:0.489, total+:76, total-:263
@threshold:0.310, sens:0.540, spec:0.841, ppv:0.436, acc:0.785, f1:0.482, total+:78, total-:261
@threshold:0.256, sens:0.556, spec:0.833, ppv:0.432, acc:0.782, f1:0.486, total+:81, total-:258
@threshold:0.252, sens:0.556, spec:0.826, ppv:0.422, acc:0.776, f1:0.479, total+:83, total-:256
@threshold:0.236, sens:0.556, spec:0.822, ppv:0.417, acc:0.773, f1:0.476, total+:84, total-:255
@threshold:0.212, sens:0.571, spec:0.801, ppv:0.396, acc:0.758, f1:0.468, total+:91, total-:248
@threshold:0.203, sens:0.571, spec:0.797, ppv:0.391, acc:0.755, f1:0.465, total+:92, total-:247
@threshold:0.180, sens:0.571, spec:0.790, ppv:0.383, acc:0.749, f1:0.459, total+:94, total-:245
@threshold:0.161, sens:0.587, spec:0.783, ppv:0.381, acc:0.746, f1:0.463, total+:97, total-:242
@threshold:0.160, sens:0.587, spec:0.779, ppv:0.378, acc:0.743, f1:0.460, total+:98, total-:241
@threshold:0.086, sens:0.603, spec:0.779, ppv:0.384, acc:0.746, f1:0.469, total+:99, total-:240
@threshold:0.064, sens:0.619, spec:0.757, ppv:0.368, acc:0.732, f1:0.462, total+:106, total-:233
@threshold:0.064, sens:0.619, spec:0.754, ppv:0.364, acc:0.729, f1:0.459, total+:107, total-:232
@threshold:0.052, sens:0.635, spec:0.743, ppv:0.360, acc:0.723, f1:0.460, total+:111, total-:228
@threshold:0.047, sens:0.635, spec:0.739, ppv:0.357, acc:0.720, f1:0.457, total+:112, total-:227
@threshold:0.022, sens:0.635, spec:0.717, ppv:0.339, acc:0.702, f1:0.442, total+:118, total-:221
@threshold:0.018, sens:0.635, spec:0.714, ppv:0.336, acc:0.699, f1:0.440, total+:119, total-:220
@threshold:0.002, sens:0.635, spec:0.707, ppv:0.331, acc:0.693, f1:0.435, total+:121, total-:218
@threshold:0.000, sens:0.651, spec:0.703, ppv:0.333, acc:0.693, f1:0.441, total+:123, total-:216
@threshold:-0.025, sens:0.651, spec:0.674, ppv:0.313, acc:0.670, f1:0.423, total+:131, total-:208
@threshold:-0.025, sens:0.651, spec:0.670, ppv:0.311, acc:0.667, f1:0.421, total+:132, total-:207
@threshold:-0.026, sens:0.683, spec:0.670, ppv:0.321, acc:0.673, f1:0.437, total+:134, total-:205
@threshold:-0.029, sens:0.698, spec:0.670, ppv:0.326, acc:0.676, f1:0.444, total+:135, total-:204
@threshold:-0.040, sens:0.698, spec:0.667, ppv:0.324, acc:0.673, f1:0.442, total+:136, total-:203
@threshold:-0.043, sens:0.714, spec:0.663, ppv:0.326, acc:0.673, f1:0.448, total+:138, total-:201
@threshold:-0.062, sens:0.714, spec:0.659, ppv:0.324, acc:0.670, f1:0.446, total+:139, total-:200
@threshold:-0.099, sens:0.889, spec:0.464, ppv:0.275, acc:0.543, f1:0.419, total+:204, total-:135
@threshold:-0.162, sens:0.905, spec:0.446, ppv:0.271, acc:0.531, f1:0.418, total+:210, total-:129
@threshold:-0.180, sens:0.921, spec:0.442, ppv:0.274, acc:0.531, f1:0.422, total+:212, total-:127
@threshold:-0.254, sens:0.937, spec:0.413, ppv:0.267, acc:0.510, f1:0.415, total+:221, total-:118
@threshold:-0.263, sens:0.937, spec:0.409, ppv:0.266, acc:0.507, f1:0.414, total+:222, total-:117
@threshold:-0.390, sens:0.937, spec:0.388, ppv:0.259, acc:0.490, f1:0.405, total+:228, total-:111
@threshold:-0.391, sens:0.937, spec:0.380, ppv:0.257, acc:0.484, f1:0.403, total+:230, total-:109
@threshold:-0.393, sens:0.937, spec:0.377, ppv:0.255, acc:0.481, f1:0.401, total+:231, total-:108
@threshold:-0.394, sens:0.937, spec:0.370, ppv:0.253, acc:0.475, f1:0.399, total+:233, total-:106
@threshold:-0.394, sens:0.937, spec:0.366, ppv:0.252, acc:0.472, f1:0.397, total+:234, total-:105
@threshold:-0.395, sens:0.937, spec:0.359, ppv:0.250, acc:0.466, f1:0.395, total+:236, total-:103
@threshold:-0.397, sens:0.937, spec:0.355, ppv:0.249, acc:0.463, f1:0.393, total+:237, total-:102
@threshold:-0.434, sens:0.952, spec:0.351, ppv:0.251, acc:0.463, f1:0.397, total+:239, total-:100
@threshold:-0.435, sens:0.952, spec:0.348, ppv:0.250, acc:0.460, f1:0.396, total+:240, total-:99
@threshold:-0.445, sens:0.968, spec:0.344, ppv:0.252, acc:0.460, f1:0.400, total+:242, total-:97
@threshold:-0.448, sens:0.968, spec:0.326, ppv:0.247, acc:0.445, f1:0.394, total+:247, total-:92
@threshold:-0.448, sens:0.968, spec:0.319, ppv:0.245, acc:0.440, f1:0.391, total+:249, total-:90
@threshold:-0.449, sens:0.968, spec:0.315, ppv:0.244, acc:0.437, f1:0.390, total+:250, total-:89
@threshold:-0.507, sens:0.968, spec:0.290, ppv:0.237, acc:0.416, f1:0.381, total+:257, total-:82
@threshold:-0.510, sens:0.968, spec:0.286, ppv:0.236, acc:0.413, f1:0.380, total+:258, total-:81
@threshold:-0.533, sens:0.968, spec:0.264, ppv:0.231, acc:0.395, f1:0.373, total+:264, total-:75
@threshold:-0.535, sens:0.968, spec:0.261, ppv:0.230, acc:0.392, f1:0.372, total+:265, total-:74
@threshold:-0.560, sens:0.968, spec:0.239, ppv:0.225, acc:0.375, f1:0.365, total+:271, total-:68
@threshold:-0.564, sens:0.968, spec:0.236, ppv:0.224, acc:0.372, f1:0.364, total+:272, total-:67
@threshold:-0.568, sens:0.968, spec:0.217, ppv:0.220, acc:0.357, f1:0.359, total+:277, total-:62
@threshold:-0.569, sens:0.968, spec:0.210, ppv:0.219, acc:0.351, f1:0.357, total+:279, total-:60
@threshold:-0.572, sens:0.968, spec:0.207, ppv:0.218, acc:0.348, f1:0.356, total+:280, total-:59
@threshold:-0.578, sens:0.968, spec:0.199, ppv:0.216, acc:0.342, f1:0.354, total+:282, total-:57
@threshold:-0.593, sens:0.968, spec:0.185, ppv:0.213, acc:0.330, f1:0.350, total+:286, total-:53
@threshold:-0.593, sens:0.968, spec:0.181, ppv:0.213, acc:0.327, f1:0.349, total+:287, total-:52
@threshold:-0.603, sens:0.968, spec:0.174, ppv:0.211, acc:0.322, f1:0.347, total+:289, total-:50
@threshold:-0.610, sens:0.968, spec:0.170, ppv:0.210, acc:0.319, f1:0.346, total+:290, total-:49
@threshold:-0.779, sens:0.984, spec:0.167, ppv:0.212, acc:0.319, f1:0.349, total+:292, total-:47
@threshold:-0.780, sens:0.984, spec:0.163, ppv:0.212, acc:0.316, f1:0.348, total+:293, total-:46
@threshold:-0.796, sens:0.984, spec:0.152, ppv:0.209, acc:0.307, f1:0.345, total+:296, total-:43
@threshold:-0.796, sens:0.984, spec:0.149, ppv:0.209, acc:0.304, f1:0.344, total+:297, total-:42
@threshold:-0.836, sens:0.984, spec:0.138, ppv:0.207, acc:0.295, f1:0.342, total+:300, total-:39
@threshold:-0.887, sens:0.984, spec:0.134, ppv:0.206, acc:0.292, f1:0.341, total+:301, total-:38
@threshold:-0.904, sens:0.984, spec:0.109, ppv:0.201, acc:0.271, f1:0.334, total+:308, total-:31
@threshold:-0.948, sens:0.984, spec:0.065, ppv:0.194, acc:0.236, f1:0.324, total+:320, total-:19
@threshold:-0.958, sens:0.984, spec:0.062, ppv:0.193, acc:0.233, f1:0.323, total+:321, total-:18
@threshold:-1.000, sens:0.984, spec:0.051, ppv:0.191, acc:0.224, f1:0.320, total+:324, total-:15
@threshold:-1.001, sens:0.984, spec:0.047, ppv:0.191, acc:0.221, f1:0.320, total+:325, total-:14
@threshold:-1.001, sens:0.984, spec:0.033, ppv:0.188, acc:0.209, f1:0.316, total+:329, total-:10
@threshold:-1.002, sens:0.984, spec:0.029, ppv:0.188, acc:0.206, f1:0.316, total+:330, total-:9
@threshold:-1.012, sens:0.984, spec:0.011, ppv:0.185, acc:0.192, f1:0.312, total+:335, total-:4
@threshold:-1.013, sens:0.984, spec:0.007, ppv:0.185, acc:0.189, f1:0.311, total+:336, total-:3
@threshold:-1.023, sens:0.984, spec:0.000, ppv:0.183, acc:0.183, f1:0.309, total+:338, total-:1
* Vital: BMI-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.791
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 1.0
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_index_no_min_bmi_19_24
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_results_no_min_bmi_19_24
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_models_no_min_bmi_19_24.pkl
-----------------------------------------------------
girls no_min bmi_19_24 gradientboost
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.312
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.312
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.411, R^2 test: 0.312
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.817, Explained Variance Score Train: 0.440
AUC Validation: 0.603, Explained Variance Score Validation: 0.245
AUC Test: 0.748, Explained Variance Score Test: 0.335
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.308, R^2 test: 0.213
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.308, R^2 test: 0.213
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.308, R^2 test: 0.213
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.756, Explained Variance Score Train: 0.324
AUC Validation: 0.855, Explained Variance Score Validation: 0.164
AUC Test: 0.699, Explained Variance Score Test: 0.225
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.405, R^2 test: 0.050
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.406, R^2 test: 0.050
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.406, R^2 test: 0.050
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.833, Explained Variance Score Train: 0.424
AUC Validation: 0.602, Explained Variance Score Validation: 0.043
AUC Test: 0.684, Explained Variance Score Test: 0.106
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.494, R^2 test: 0.303
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.494, R^2 test: 0.303
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.494, R^2 test: 0.303
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.827, Explained Variance Score Train: 0.509
AUC Validation: 0.823, Explained Variance Score Validation: 0.149
AUC Test: 0.776, Explained Variance Score Test: 0.312
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.476, R^2 test: 0.182
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.493, R^2 test: 0.170
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.521, R^2 test: 0.174
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.796, Explained Variance Score Train: 0.504
AUC Validation: 0.703, Explained Variance Score Validation: 0.239
AUC Test: 0.748, Explained Variance Score Test: 0.236
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.361, R^2 test: 0.078
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.361, R^2 test: 0.078
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.361, R^2 test: 0.078
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.792, Explained Variance Score Train: 0.389
AUC Validation: 0.646, Explained Variance Score Validation: 0.028
AUC Test: 0.703, Explained Variance Score Test: 0.133
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.527, R^2 test: 0.306
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.552, R^2 test: 0.302
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.555, R^2 test: 0.302
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.820, Explained Variance Score Train: 0.529
AUC Validation: 0.826, Explained Variance Score Validation: 0.282
AUC Test: 0.755, Explained Variance Score Test: 0.329
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.044
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.044
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.296, R^2 test: 0.044
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.822, Explained Variance Score Train: 0.333
AUC Validation: 0.785, Explained Variance Score Validation: 0.137
AUC Test: 0.698, Explained Variance Score Test: 0.101
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.310, R^2 test: 0.255
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.310, R^2 test: 0.255
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.310, R^2 test: 0.255
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.747, Explained Variance Score Train: 0.329
AUC Validation: 0.761, Explained Variance Score Validation: 0.305
AUC Test: 0.741, Explained Variance Score Test: 0.271
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.410, R^2 test: 0.290
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.410, R^2 test: 0.290
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.410, R^2 test: 0.290
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.795, Explained Variance Score Train: 0.427
AUC Validation: 0.757, Explained Variance Score Validation: 0.196
AUC Test: 0.791, Explained Variance Score Test: 0.330
total variables 1 and total subjects: 1698
->AUC validation: 0.736 95% CI: [0.681 , 0.791]
->AUC test: 0.734 95% CI: [0.713 , 0.756]
->Explained Variance (R2) validation: 0.179 95% CI: [0.124 , 0.234]
->Explained Variance (R2) test: 0.238 95% CI: [0.182 , 0.293]
Test set metrics:
@threshold:3.677, sens:0.000, spec:1.000, ppv:0.000, acc:0.844, f1:0.000, total+:0, total-:339
@threshold:1.855, sens:0.038, spec:1.000, ppv:1.000, acc:0.850, f1:0.073, total+:2, total-:337
@threshold:1.704, sens:0.038, spec:0.997, ppv:0.667, acc:0.847, f1:0.071, total+:3, total-:336
@threshold:1.647, sens:0.057, spec:0.997, ppv:0.750, acc:0.850, f1:0.105, total+:4, total-:335
@threshold:1.457, sens:0.113, spec:0.993, ppv:0.750, acc:0.855, f1:0.197, total+:8, total-:331
@threshold:0.661, sens:0.113, spec:0.986, ppv:0.600, acc:0.850, f1:0.190, total+:10, total-:329
@threshold:0.568, sens:0.208, spec:0.983, ppv:0.688, acc:0.861, f1:0.319, total+:16, total-:323
@threshold:0.494, sens:0.226, spec:0.972, ppv:0.600, acc:0.855, f1:0.329, total+:20, total-:319
@threshold:0.434, sens:0.283, spec:0.969, ppv:0.625, acc:0.861, f1:0.390, total+:24, total-:315
@threshold:0.403, sens:0.302, spec:0.969, ppv:0.640, acc:0.864, f1:0.410, total+:25, total-:314
@threshold:0.335, sens:0.321, spec:0.965, ppv:0.630, acc:0.864, f1:0.425, total+:27, total-:312
@threshold:0.309, sens:0.321, spec:0.962, ppv:0.607, acc:0.861, f1:0.420, total+:28, total-:311
@threshold:0.304, sens:0.321, spec:0.955, ppv:0.567, acc:0.855, f1:0.410, total+:30, total-:309
@threshold:0.288, sens:0.340, spec:0.955, ppv:0.581, acc:0.858, f1:0.429, total+:31, total-:308
@threshold:0.281, sens:0.358, spec:0.948, ppv:0.559, acc:0.855, f1:0.437, total+:34, total-:305
@threshold:0.205, sens:0.358, spec:0.944, ppv:0.543, acc:0.853, f1:0.432, total+:35, total-:304
@threshold:0.175, sens:0.396, spec:0.937, ppv:0.538, acc:0.853, f1:0.457, total+:39, total-:300
@threshold:0.032, sens:0.396, spec:0.934, ppv:0.525, acc:0.850, f1:0.452, total+:40, total-:299
@threshold:0.020, sens:0.396, spec:0.906, ppv:0.438, acc:0.826, f1:0.416, total+:48, total-:291
@threshold:-0.003, sens:0.396, spec:0.902, ppv:0.429, acc:0.823, f1:0.412, total+:49, total-:290
@threshold:-0.016, sens:0.415, spec:0.899, ppv:0.431, acc:0.823, f1:0.423, total+:51, total-:288
@threshold:-0.020, sens:0.472, spec:0.892, ppv:0.446, acc:0.826, f1:0.459, total+:56, total-:283
@threshold:-0.021, sens:0.491, spec:0.878, ppv:0.426, acc:0.817, f1:0.456, total+:61, total-:278
@threshold:-0.029, sens:0.509, spec:0.853, ppv:0.391, acc:0.799, f1:0.443, total+:69, total-:270
@threshold:-0.044, sens:0.509, spec:0.836, ppv:0.365, acc:0.785, f1:0.425, total+:74, total-:265
@threshold:-0.051, sens:0.528, spec:0.818, ppv:0.350, acc:0.773, f1:0.421, total+:80, total-:259
@threshold:-0.086, sens:0.528, spec:0.804, ppv:0.333, acc:0.761, f1:0.409, total+:84, total-:255
@threshold:-0.122, sens:0.528, spec:0.801, ppv:0.329, acc:0.758, f1:0.406, total+:85, total-:254
@threshold:-0.124, sens:0.547, spec:0.787, ppv:0.322, acc:0.749, f1:0.406, total+:90, total-:249
@threshold:-0.124, sens:0.585, spec:0.755, ppv:0.307, acc:0.729, f1:0.403, total+:101, total-:238
@threshold:-0.133, sens:0.585, spec:0.731, ppv:0.287, acc:0.708, f1:0.385, total+:108, total-:231
@threshold:-0.139, sens:0.604, spec:0.727, ppv:0.291, acc:0.708, f1:0.393, total+:110, total-:229
@threshold:-0.139, sens:0.623, spec:0.692, ppv:0.273, acc:0.681, f1:0.379, total+:121, total-:218
@threshold:-0.140, sens:0.623, spec:0.671, ppv:0.260, acc:0.664, f1:0.367, total+:127, total-:212
@threshold:-0.141, sens:0.887, spec:0.416, ppv:0.220, acc:0.490, f1:0.352, total+:214, total-:125
@threshold:-0.146, sens:0.906, spec:0.409, ppv:0.221, acc:0.487, f1:0.356, total+:217, total-:122
@threshold:-0.150, sens:0.906, spec:0.402, ppv:0.219, acc:0.481, f1:0.353, total+:219, total-:120
@threshold:-0.151, sens:0.925, spec:0.388, ppv:0.219, acc:0.472, f1:0.354, total+:224, total-:115
@threshold:-0.151, sens:0.925, spec:0.378, ppv:0.216, acc:0.463, f1:0.350, total+:227, total-:112
@threshold:-0.232, sens:0.943, spec:0.353, ppv:0.213, acc:0.445, f1:0.347, total+:235, total-:104
@threshold:-0.245, sens:0.962, spec:0.346, ppv:0.214, acc:0.442, f1:0.351, total+:238, total-:101
@threshold:-0.251, sens:0.962, spec:0.339, ppv:0.212, acc:0.437, f1:0.348, total+:240, total-:99
@threshold:-0.253, sens:0.962, spec:0.336, ppv:0.212, acc:0.434, f1:0.347, total+:241, total-:98
@threshold:-0.333, sens:0.981, spec:0.322, ppv:0.211, acc:0.425, f1:0.348, total+:246, total-:93
@threshold:-0.355, sens:0.981, spec:0.304, ppv:0.207, acc:0.410, f1:0.342, total+:251, total-:88
@threshold:-0.366, sens:0.981, spec:0.294, ppv:0.205, acc:0.401, f1:0.339, total+:254, total-:85
@threshold:-0.369, sens:0.981, spec:0.290, ppv:0.204, acc:0.398, f1:0.338, total+:255, total-:84
@threshold:-0.388, sens:0.981, spec:0.255, ppv:0.196, acc:0.369, f1:0.327, total+:265, total-:74
@threshold:-0.404, sens:0.981, spec:0.231, ppv:0.191, acc:0.348, f1:0.320, total+:272, total-:67
@threshold:-0.416, sens:0.981, spec:0.220, ppv:0.189, acc:0.339, f1:0.317, total+:275, total-:64
@threshold:-0.437, sens:0.981, spec:0.213, ppv:0.188, acc:0.333, f1:0.315, total+:277, total-:62
@threshold:-0.454, sens:0.981, spec:0.192, ppv:0.184, acc:0.316, f1:0.310, total+:283, total-:56
@threshold:-0.506, sens:0.981, spec:0.185, ppv:0.182, acc:0.310, f1:0.308, total+:285, total-:54
@threshold:-0.511, sens:0.981, spec:0.182, ppv:0.182, acc:0.307, f1:0.307, total+:286, total-:53
@threshold:-0.524, sens:0.981, spec:0.171, ppv:0.180, acc:0.298, f1:0.304, total+:289, total-:50
@threshold:-0.526, sens:0.981, spec:0.164, ppv:0.179, acc:0.292, f1:0.302, total+:291, total-:48
@threshold:-0.579, sens:0.981, spec:0.154, ppv:0.177, acc:0.283, f1:0.300, total+:294, total-:45
@threshold:-0.687, sens:0.981, spec:0.136, ppv:0.174, acc:0.268, f1:0.295, total+:299, total-:40
@threshold:-0.700, sens:1.000, spec:0.112, ppv:0.173, acc:0.251, f1:0.294, total+:307, total-:32
@threshold:-0.748, sens:1.000, spec:0.094, ppv:0.170, acc:0.236, f1:0.290, total+:312, total-:27
@threshold:-0.769, sens:1.000, spec:0.073, ppv:0.167, acc:0.218, f1:0.286, total+:318, total-:21
@threshold:-0.911, sens:1.000, spec:0.059, ppv:0.165, acc:0.206, f1:0.283, total+:322, total-:17
@threshold:-1.013, sens:1.000, spec:0.031, ppv:0.161, acc:0.183, f1:0.277, total+:330, total-:9
@threshold:-1.115, sens:1.000, spec:0.014, ppv:0.158, acc:0.168, f1:0.273, total+:335, total-:4
@threshold:-1.235, sens:1.000, spec:0.010, ppv:0.158, acc:0.165, f1:0.272, total+:336, total-:3
@threshold:-1.471, sens:1.000, spec:0.003, ppv:0.157, acc:0.159, f1:0.271, total+:338, total-:1
* Vital: BMI-avg19to24 | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.797
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 1.0
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_index_no_min_bmi_19_24
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_results_no_min_bmi_19_24
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_models_no_min_bmi_19_24.pkl
-----------------------------------------------------
girls no_min bmi_latest lasso
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.166, R^2 test: 0.266
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.166, R^2 test: 0.264
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.166, R^2 test: 0.263
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.151, R^2 test: 0.222
best alpha via bootstrap CV: 0.001
AUC Train: 0.681, Explained Variance Score Train: 0.166
AUC Validation: 0.797, Explained Variance Score Validation: 0.273
AUC Test: 0.741, Explained Variance Score Test: 0.272
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.330, R^2 test: 0.276
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.330, R^2 test: 0.277
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.330, R^2 test: 0.277
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.316, R^2 test: 0.272
best alpha via bootstrap CV: 0.01
AUC Train: 0.820, Explained Variance Score Train: 0.330
AUC Validation: 0.763, Explained Variance Score Validation: 0.117
AUC Test: 0.741, Explained Variance Score Test: 0.284
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.197, R^2 test: 0.268
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.197, R^2 test: 0.268
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.197, R^2 test: 0.267
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.186, R^2 test: 0.242
best alpha via bootstrap CV: 0.001
AUC Train: 0.709, Explained Variance Score Train: 0.197
AUC Validation: 0.745, Explained Variance Score Validation: 0.197
AUC Test: 0.741, Explained Variance Score Test: 0.281
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.290, R^2 test: 0.269
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.290, R^2 test: 0.269
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.290, R^2 test: 0.269
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.279, R^2 test: 0.265
best alpha via bootstrap CV: 0.01
AUC Train: 0.829, Explained Variance Score Train: 0.290
AUC Validation: 0.838, Explained Variance Score Validation: 0.358
AUC Test: 0.741, Explained Variance Score Test: 0.284
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.297, R^2 test: 0.280
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.297, R^2 test: 0.280
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.297, R^2 test: 0.281
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.283, R^2 test: 0.276
best alpha via bootstrap CV: 0.01
AUC Train: 0.787, Explained Variance Score Train: 0.297
AUC Validation: 0.750, Explained Variance Score Validation: 0.270
AUC Test: 0.741, Explained Variance Score Test: 0.283
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.249, R^2 test: 0.283
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.249, R^2 test: 0.283
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.249, R^2 test: 0.283
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.233, R^2 test: 0.274
best alpha via bootstrap CV: 0.01
AUC Train: 0.732, Explained Variance Score Train: 0.249
AUC Validation: 0.736, Explained Variance Score Validation: 0.293
AUC Test: 0.741, Explained Variance Score Test: 0.283
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.277, R^2 test: 0.281
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.276, R^2 test: 0.282
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.276, R^2 test: 0.282
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.265, R^2 test: 0.274
best alpha via bootstrap CV: 0.01
AUC Train: 0.742, Explained Variance Score Train: 0.276
AUC Validation: 0.767, Explained Variance Score Validation: 0.280
AUC Test: 0.741, Explained Variance Score Test: 0.284
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.194, R^2 test: 0.283
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.194, R^2 test: 0.282
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.194, R^2 test: 0.281
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.173, R^2 test: 0.245
best alpha via bootstrap CV: 0.001
AUC Train: 0.761, Explained Variance Score Train: 0.194
AUC Validation: 0.700, Explained Variance Score Validation: 0.193
AUC Test: 0.741, Explained Variance Score Test: 0.283
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.187, R^2 test: 0.275
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.187, R^2 test: 0.275
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.186, R^2 test: 0.275
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.175, R^2 test: 0.256
best alpha via bootstrap CV: 0.001
AUC Train: 0.730, Explained Variance Score Train: 0.187
AUC Validation: 0.892, Explained Variance Score Validation: 0.407
AUC Test: 0.741, Explained Variance Score Test: 0.284
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.258, R^2 test: 0.253
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.258, R^2 test: 0.254
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.258, R^2 test: 0.255
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.242, R^2 test: 0.252
best alpha via bootstrap CV: 0.01
AUC Train: 0.726, Explained Variance Score Train: 0.258
AUC Validation: 0.731, Explained Variance Score Validation: 0.183
AUC Test: 0.741, Explained Variance Score Test: 0.283
total variables 1 and total subjects: 1698
->AUC validation: 0.772 95% CI: [0.739 , 0.805]
->AUC test: 0.741 95% CI: [0.741 , 0.741]
->Explained Variance (R2) validation: 0.257 95% CI: [0.206 , 0.308]
->Explained Variance (R2) test: 0.282 95% CI: [0.280 , 0.284]
Test set metrics:
@threshold:3.080, sens:0.000, spec:1.000, ppv:0.000, acc:0.853, f1:0.000, total+:0, total-:339
@threshold:2.080, sens:0.000, spec:1.000, ppv:0.000, acc:0.853, f1:0.000, total+:0, total-:339
@threshold:1.693, sens:0.000, spec:0.997, ppv:0.000, acc:0.850, f1:0.000, total+:1, total-:338
@threshold:1.570, sens:0.000, spec:0.993, ppv:0.000, acc:0.847, f1:0.000, total+:2, total-:337
@threshold:1.441, sens:0.020, spec:0.993, ppv:0.333, acc:0.850, f1:0.038, total+:3, total-:336
@threshold:1.423, sens:0.020, spec:0.990, ppv:0.250, acc:0.847, f1:0.037, total+:4, total-:335
@threshold:1.400, sens:0.040, spec:0.990, ppv:0.400, acc:0.850, f1:0.073, total+:5, total-:334
@threshold:1.320, sens:0.040, spec:0.986, ppv:0.333, acc:0.847, f1:0.071, total+:6, total-:333
@threshold:1.277, sens:0.060, spec:0.986, ppv:0.429, acc:0.850, f1:0.105, total+:7, total-:332
@threshold:1.112, sens:0.100, spec:0.983, ppv:0.500, acc:0.853, f1:0.167, total+:10, total-:329
@threshold:0.978, sens:0.120, spec:0.979, ppv:0.500, acc:0.853, f1:0.194, total+:12, total-:327
@threshold:0.905, sens:0.140, spec:0.969, ppv:0.438, acc:0.847, f1:0.212, total+:16, total-:323
@threshold:0.855, sens:0.160, spec:0.965, ppv:0.444, acc:0.847, f1:0.235, total+:18, total-:321
@threshold:0.761, sens:0.180, spec:0.962, ppv:0.450, acc:0.847, f1:0.257, total+:20, total-:319
@threshold:0.743, sens:0.180, spec:0.958, ppv:0.429, acc:0.844, f1:0.254, total+:21, total-:318
@threshold:0.688, sens:0.200, spec:0.958, ppv:0.455, acc:0.847, f1:0.278, total+:22, total-:317
@threshold:0.665, sens:0.220, spec:0.952, ppv:0.440, acc:0.844, f1:0.293, total+:25, total-:314
@threshold:0.617, sens:0.240, spec:0.934, ppv:0.387, acc:0.832, f1:0.296, total+:31, total-:308
@threshold:0.607, sens:0.240, spec:0.931, ppv:0.375, acc:0.829, f1:0.293, total+:32, total-:307
@threshold:0.602, sens:0.240, spec:0.924, ppv:0.353, acc:0.823, f1:0.286, total+:34, total-:305
@threshold:0.582, sens:0.280, spec:0.920, ppv:0.378, acc:0.826, f1:0.322, total+:37, total-:302
@threshold:0.564, sens:0.300, spec:0.917, ppv:0.385, acc:0.826, f1:0.337, total+:39, total-:300
@threshold:0.562, sens:0.300, spec:0.913, ppv:0.375, acc:0.823, f1:0.333, total+:40, total-:299
@threshold:0.559, sens:0.320, spec:0.913, ppv:0.390, acc:0.826, f1:0.352, total+:41, total-:298
@threshold:0.529, sens:0.340, spec:0.903, ppv:0.378, acc:0.820, f1:0.358, total+:45, total-:294
@threshold:0.501, sens:0.360, spec:0.900, ppv:0.383, acc:0.820, f1:0.371, total+:47, total-:292
@threshold:0.498, sens:0.380, spec:0.900, ppv:0.396, acc:0.823, f1:0.388, total+:48, total-:291
@threshold:0.496, sens:0.380, spec:0.896, ppv:0.388, acc:0.820, f1:0.384, total+:49, total-:290
@threshold:0.493, sens:0.400, spec:0.896, ppv:0.400, acc:0.823, f1:0.400, total+:50, total-:289
@threshold:0.491, sens:0.400, spec:0.886, ppv:0.377, acc:0.814, f1:0.388, total+:53, total-:286
@threshold:0.392, sens:0.400, spec:0.851, ppv:0.317, acc:0.785, f1:0.354, total+:63, total-:276
@threshold:0.387, sens:0.400, spec:0.848, ppv:0.312, acc:0.782, f1:0.351, total+:64, total-:275
@threshold:0.370, sens:0.420, spec:0.848, ppv:0.323, acc:0.785, f1:0.365, total+:65, total-:274
@threshold:0.352, sens:0.440, spec:0.844, ppv:0.328, acc:0.785, f1:0.376, total+:67, total-:272
@threshold:0.349, sens:0.440, spec:0.837, ppv:0.319, acc:0.779, f1:0.370, total+:69, total-:270
@threshold:0.339, sens:0.460, spec:0.837, ppv:0.329, acc:0.782, f1:0.383, total+:70, total-:269
@threshold:0.332, sens:0.480, spec:0.830, ppv:0.329, acc:0.779, f1:0.390, total+:73, total-:266
@threshold:0.329, sens:0.480, spec:0.824, ppv:0.320, acc:0.773, f1:0.384, total+:75, total-:264
@threshold:0.324, sens:0.500, spec:0.824, ppv:0.329, acc:0.776, f1:0.397, total+:76, total-:263
@threshold:0.322, sens:0.500, spec:0.820, ppv:0.325, acc:0.773, f1:0.394, total+:77, total-:262
@threshold:0.309, sens:0.520, spec:0.820, ppv:0.333, acc:0.776, f1:0.406, total+:78, total-:261
@threshold:0.301, sens:0.520, spec:0.817, ppv:0.329, acc:0.773, f1:0.403, total+:79, total-:260
@threshold:0.299, sens:0.540, spec:0.817, ppv:0.338, acc:0.776, f1:0.415, total+:80, total-:259
@threshold:0.284, sens:0.540, spec:0.799, ppv:0.318, acc:0.761, f1:0.400, total+:85, total-:254
@threshold:0.279, sens:0.540, spec:0.796, ppv:0.314, acc:0.758, f1:0.397, total+:86, total-:253
@threshold:0.271, sens:0.540, spec:0.785, ppv:0.303, acc:0.749, f1:0.388, total+:89, total-:250
@threshold:0.268, sens:0.540, spec:0.782, ppv:0.300, acc:0.746, f1:0.386, total+:90, total-:249
@threshold:0.266, sens:0.560, spec:0.782, ppv:0.308, acc:0.749, f1:0.397, total+:91, total-:248
@threshold:0.258, sens:0.560, spec:0.779, ppv:0.304, acc:0.746, f1:0.394, total+:92, total-:247
@threshold:0.251, sens:0.580, spec:0.779, ppv:0.312, acc:0.749, f1:0.406, total+:93, total-:246
@threshold:0.241, sens:0.580, spec:0.772, ppv:0.305, acc:0.743, f1:0.400, total+:95, total-:244
@threshold:0.228, sens:0.580, spec:0.768, ppv:0.302, acc:0.740, f1:0.397, total+:96, total-:243
@threshold:0.220, sens:0.580, spec:0.754, ppv:0.290, acc:0.729, f1:0.387, total+:100, total-:239
@threshold:0.215, sens:0.580, spec:0.751, ppv:0.287, acc:0.726, f1:0.384, total+:101, total-:238
@threshold:0.208, sens:0.580, spec:0.744, ppv:0.282, acc:0.720, f1:0.379, total+:103, total-:236
@threshold:0.198, sens:0.600, spec:0.744, ppv:0.288, acc:0.723, f1:0.390, total+:104, total-:235
@threshold:0.188, sens:0.600, spec:0.740, ppv:0.286, acc:0.720, f1:0.387, total+:105, total-:234
@threshold:0.183, sens:0.620, spec:0.730, ppv:0.284, acc:0.714, f1:0.390, total+:109, total-:230
@threshold:0.172, sens:0.620, spec:0.727, ppv:0.282, acc:0.711, f1:0.388, total+:110, total-:229
@threshold:0.170, sens:0.620, spec:0.716, ppv:0.274, acc:0.702, f1:0.380, total+:113, total-:226
@threshold:0.162, sens:0.620, spec:0.713, ppv:0.272, acc:0.699, f1:0.378, total+:114, total-:225
@threshold:0.155, sens:0.620, spec:0.702, ppv:0.265, acc:0.690, f1:0.371, total+:117, total-:222
@threshold:0.145, sens:0.620, spec:0.699, ppv:0.263, acc:0.687, f1:0.369, total+:118, total-:221
@threshold:0.142, sens:0.620, spec:0.689, ppv:0.256, acc:0.678, f1:0.363, total+:121, total-:218
@threshold:0.135, sens:0.640, spec:0.685, ppv:0.260, acc:0.678, f1:0.370, total+:123, total-:216
@threshold:0.124, sens:0.640, spec:0.657, ppv:0.244, acc:0.655, f1:0.354, total+:131, total-:208
@threshold:0.122, sens:0.640, spec:0.654, ppv:0.242, acc:0.652, f1:0.352, total+:132, total-:207
@threshold:0.119, sens:0.640, spec:0.647, ppv:0.239, acc:0.646, f1:0.348, total+:134, total-:205
@threshold:0.114, sens:0.660, spec:0.640, ppv:0.241, acc:0.643, f1:0.353, total+:137, total-:202
@threshold:0.082, sens:0.660, spec:0.609, ppv:0.226, acc:0.617, f1:0.337, total+:146, total-:193
@threshold:0.066, sens:0.660, spec:0.606, ppv:0.224, acc:0.614, f1:0.335, total+:147, total-:192
@threshold:0.054, sens:0.660, spec:0.595, ppv:0.220, acc:0.605, f1:0.330, total+:150, total-:189
@threshold:0.051, sens:0.660, spec:0.592, ppv:0.219, acc:0.602, f1:0.328, total+:151, total-:188
@threshold:0.039, sens:0.760, spec:0.557, ppv:0.229, acc:0.587, f1:0.352, total+:166, total-:173
@threshold:0.036, sens:0.760, spec:0.554, ppv:0.228, acc:0.584, f1:0.350, total+:167, total-:172
@threshold:0.034, sens:0.760, spec:0.547, ppv:0.225, acc:0.578, f1:0.347, total+:169, total-:170
@threshold:0.028, sens:0.780, spec:0.543, ppv:0.228, acc:0.578, f1:0.353, total+:171, total-:168
@threshold:0.011, sens:0.780, spec:0.533, ppv:0.224, acc:0.569, f1:0.348, total+:174, total-:165
@threshold:0.008, sens:0.780, spec:0.529, ppv:0.223, acc:0.566, f1:0.347, total+:175, total-:164
@threshold:0.006, sens:0.800, spec:0.526, ppv:0.226, acc:0.566, f1:0.352, total+:177, total-:162
@threshold:0.003, sens:0.800, spec:0.519, ppv:0.223, acc:0.560, f1:0.349, total+:179, total-:160
@threshold:-0.004, sens:0.800, spec:0.498, ppv:0.216, acc:0.543, f1:0.340, total+:185, total-:154
@threshold:-0.007, sens:0.800, spec:0.495, ppv:0.215, acc:0.540, f1:0.339, total+:186, total-:153
@threshold:-0.014, sens:0.820, spec:0.484, ppv:0.216, acc:0.534, f1:0.342, total+:190, total-:149
@threshold:-0.017, sens:0.820, spec:0.481, ppv:0.215, acc:0.531, f1:0.340, total+:191, total-:148
@threshold:-0.025, sens:0.820, spec:0.467, ppv:0.210, acc:0.519, f1:0.335, total+:195, total-:144
@threshold:-0.030, sens:0.820, spec:0.464, ppv:0.209, acc:0.516, f1:0.333, total+:196, total-:143
@threshold:-0.035, sens:0.840, spec:0.450, ppv:0.209, acc:0.507, f1:0.335, total+:201, total-:138
@threshold:-0.045, sens:0.840, spec:0.439, ppv:0.206, acc:0.499, f1:0.331, total+:204, total-:135
@threshold:-0.052, sens:0.860, spec:0.436, ppv:0.209, acc:0.499, f1:0.336, total+:206, total-:133
@threshold:-0.062, sens:0.880, spec:0.429, ppv:0.211, acc:0.496, f1:0.340, total+:209, total-:130
@threshold:-0.065, sens:0.880, spec:0.426, ppv:0.210, acc:0.493, f1:0.338, total+:210, total-:129
@threshold:-0.083, sens:0.880, spec:0.408, ppv:0.205, acc:0.478, f1:0.332, total+:215, total-:124
@threshold:-0.085, sens:0.880, spec:0.405, ppv:0.204, acc:0.475, f1:0.331, total+:216, total-:123
@threshold:-0.088, sens:0.900, spec:0.401, ppv:0.206, acc:0.475, f1:0.336, total+:218, total-:121
@threshold:-0.105, sens:0.900, spec:0.398, ppv:0.205, acc:0.472, f1:0.335, total+:219, total-:120
@threshold:-0.116, sens:0.920, spec:0.391, ppv:0.207, acc:0.469, f1:0.338, total+:222, total-:117
@threshold:-0.121, sens:0.920, spec:0.388, ppv:0.206, acc:0.466, f1:0.337, total+:223, total-:116
@threshold:-0.136, sens:0.940, spec:0.370, ppv:0.205, acc:0.454, f1:0.337, total+:229, total-:110
@threshold:-0.151, sens:0.940, spec:0.367, ppv:0.204, acc:0.451, f1:0.336, total+:230, total-:109
@threshold:-0.153, sens:0.940, spec:0.360, ppv:0.203, acc:0.445, f1:0.333, total+:232, total-:107
@threshold:-0.174, sens:0.960, spec:0.356, ppv:0.205, acc:0.445, f1:0.338, total+:234, total-:105
@threshold:-0.179, sens:0.960, spec:0.353, ppv:0.204, acc:0.442, f1:0.337, total+:235, total-:104
@threshold:-0.181, sens:0.960, spec:0.346, ppv:0.203, acc:0.437, f1:0.334, total+:237, total-:102
@threshold:-0.184, sens:0.980, spec:0.339, ppv:0.204, acc:0.434, f1:0.338, total+:240, total-:99
@threshold:-0.191, sens:0.980, spec:0.336, ppv:0.203, acc:0.431, f1:0.337, total+:241, total-:98
@threshold:-0.204, sens:0.980, spec:0.311, ppv:0.198, acc:0.410, f1:0.329, total+:248, total-:91
@threshold:-0.209, sens:0.980, spec:0.308, ppv:0.197, acc:0.407, f1:0.328, total+:249, total-:90
@threshold:-0.219, sens:0.980, spec:0.291, ppv:0.193, acc:0.392, f1:0.322, total+:254, total-:85
@threshold:-0.229, sens:0.980, spec:0.280, ppv:0.191, acc:0.383, f1:0.319, total+:257, total-:82
@threshold:-0.252, sens:0.980, spec:0.263, ppv:0.187, acc:0.369, f1:0.314, total+:262, total-:77
@threshold:-0.257, sens:0.980, spec:0.260, ppv:0.186, acc:0.366, f1:0.313, total+:263, total-:76
@threshold:-0.277, sens:0.980, spec:0.246, ppv:0.184, acc:0.354, f1:0.309, total+:267, total-:72
@threshold:-0.280, sens:0.980, spec:0.242, ppv:0.183, acc:0.351, f1:0.308, total+:268, total-:71
@threshold:-0.310, sens:0.980, spec:0.221, ppv:0.179, acc:0.333, f1:0.302, total+:274, total-:65
@threshold:-0.313, sens:0.980, spec:0.218, ppv:0.178, acc:0.330, f1:0.302, total+:275, total-:64
@threshold:-0.328, sens:1.000, spec:0.215, ppv:0.181, acc:0.330, f1:0.306, total+:277, total-:62
@threshold:-0.333, sens:1.000, spec:0.211, ppv:0.180, acc:0.327, f1:0.305, total+:278, total-:61
@threshold:-0.343, sens:1.000, spec:0.197, ppv:0.177, acc:0.316, f1:0.301, total+:282, total-:57
@threshold:-0.371, sens:1.000, spec:0.180, ppv:0.174, acc:0.301, f1:0.297, total+:287, total-:52
@threshold:-0.381, sens:1.000, spec:0.170, ppv:0.172, acc:0.292, f1:0.294, total+:290, total-:49
@threshold:-0.388, sens:1.000, spec:0.166, ppv:0.172, acc:0.289, f1:0.293, total+:291, total-:48
@threshold:-0.396, sens:1.000, spec:0.159, ppv:0.171, acc:0.283, f1:0.292, total+:293, total-:46
@threshold:-0.401, sens:1.000, spec:0.156, ppv:0.170, acc:0.280, f1:0.291, total+:294, total-:45
@threshold:-0.409, sens:1.000, spec:0.145, ppv:0.168, acc:0.271, f1:0.288, total+:297, total-:42
@threshold:-0.414, sens:1.000, spec:0.142, ppv:0.168, acc:0.268, f1:0.287, total+:298, total-:41
@threshold:-0.426, sens:1.000, spec:0.135, ppv:0.167, acc:0.263, f1:0.286, total+:300, total-:39
@threshold:-0.429, sens:1.000, spec:0.131, ppv:0.166, acc:0.260, f1:0.285, total+:301, total-:38
@threshold:-0.459, sens:1.000, spec:0.118, ppv:0.164, acc:0.248, f1:0.282, total+:305, total-:34
@threshold:-0.472, sens:1.000, spec:0.114, ppv:0.163, acc:0.245, f1:0.281, total+:306, total-:33
@threshold:-0.482, sens:1.000, spec:0.104, ppv:0.162, acc:0.236, f1:0.279, total+:309, total-:30
@threshold:-0.500, sens:1.000, spec:0.100, ppv:0.161, acc:0.233, f1:0.278, total+:310, total-:29
@threshold:-0.997, sens:1.000, spec:0.003, ppv:0.148, acc:0.150, f1:0.258, total+:338, total-:1
* Vital: BMI-latest | coef 0.554 95% CI: [0.524 , 0.585] | OR_adj 1.741 [1.689 1.795] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.741
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 0.55447830483
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_index_no_min_bmi_latest
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_results_no_min_bmi_latest
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_models_no_min_bmi_latest.pkl
-----------------------------------------------------
girls no_min bmi_latest randomforest
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.770, R^2 test: -0.071
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.630, R^2 test: 0.055
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.471, R^2 test: 0.114
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.444, R^2 test: 0.113
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.895, Explained Variance Score Train: 0.471
AUC Validation: 0.814, Explained Variance Score Validation: 0.366
AUC Test: 0.756, Explained Variance Score Test: 0.134
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.671, R^2 test: -0.128
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.528, R^2 test: -0.054
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.359, R^2 test: 0.052
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.310, R^2 test: 0.084
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.795, Explained Variance Score Train: 0.310
AUC Validation: 0.756, Explained Variance Score Validation: 0.245
AUC Test: 0.674, Explained Variance Score Test: 0.094
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.776, R^2 test: 0.086
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.578, R^2 test: 0.113
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.364, R^2 test: 0.159
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.291, R^2 test: 0.159
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.764, Explained Variance Score Train: 0.291
AUC Validation: 0.801, Explained Variance Score Validation: 0.300
AUC Test: 0.701, Explained Variance Score Test: 0.164
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.779, R^2 test: -0.092
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.641, R^2 test: 0.003
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.507, R^2 test: 0.124
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.471, R^2 test: 0.140
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.859, Explained Variance Score Train: 0.471
AUC Validation: 0.765, Explained Variance Score Validation: 0.320
AUC Test: 0.693, Explained Variance Score Test: 0.140
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.737, R^2 test: -0.177
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.566, R^2 test: -0.011
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.438, R^2 test: 0.067
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.411, R^2 test: 0.080
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.844, Explained Variance Score Train: 0.411
AUC Validation: 0.773, Explained Variance Score Validation: 0.238
AUC Test: 0.666, Explained Variance Score Test: 0.093
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.743, R^2 test: -0.171
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.579, R^2 test: -0.051
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.455, R^2 test: 0.026
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.411, R^2 test: 0.067
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.805, Explained Variance Score Train: 0.411
AUC Validation: 0.715, Explained Variance Score Validation: 0.255
AUC Test: 0.689, Explained Variance Score Test: 0.119
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.634, R^2 test: -0.080
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.522, R^2 test: 0.020
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.387, R^2 test: 0.116
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.346, R^2 test: 0.131
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.810, Explained Variance Score Train: 0.346
AUC Validation: 0.850, Explained Variance Score Validation: 0.307
AUC Test: 0.683, Explained Variance Score Test: 0.131
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.753, R^2 test: -0.038
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.557, R^2 test: 0.048
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.366, R^2 test: 0.112
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.311, R^2 test: 0.128
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.804, Explained Variance Score Train: 0.311
AUC Validation: 0.680, Explained Variance Score Validation: 0.236
AUC Test: 0.696, Explained Variance Score Test: 0.128
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.768, R^2 test: -0.118
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.599, R^2 test: -0.031
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.442, R^2 test: 0.072
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.396, R^2 test: 0.097
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.828, Explained Variance Score Train: 0.396
AUC Validation: 0.798, Explained Variance Score Validation: 0.237
AUC Test: 0.651, Explained Variance Score Test: 0.105
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.731, R^2 test: -0.205
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.566, R^2 test: -0.077
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.390, R^2 test: 0.069
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.360, R^2 test: 0.091
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.836, Explained Variance Score Train: 0.360
AUC Validation: 0.775, Explained Variance Score Validation: 0.302
AUC Test: 0.700, Explained Variance Score Test: 0.123
total variables 1 and total subjects: 1698
->AUC validation: 0.773 95% CI: [0.744 , 0.801]
->AUC test: 0.691 95% CI: [0.675 , 0.707]
->Explained Variance (R2) validation: 0.280 95% CI: [0.254 , 0.307]
->Explained Variance (R2) test: 0.123 95% CI: [0.110 , 0.136]
Test set metrics:
@threshold:2.513, sens:0.000, spec:1.000, ppv:0.000, acc:0.888, f1:0.000, total+:0, total-:339
@threshold:1.513, sens:0.000, spec:1.000, ppv:0.000, acc:0.888, f1:0.000, total+:0, total-:339
@threshold:1.437, sens:0.158, spec:0.990, ppv:0.667, acc:0.897, f1:0.255, total+:9, total-:330
@threshold:1.326, sens:0.158, spec:0.987, ppv:0.600, acc:0.894, f1:0.250, total+:10, total-:329
@threshold:1.301, sens:0.184, spec:0.980, ppv:0.538, acc:0.891, f1:0.275, total+:13, total-:326
@threshold:1.286, sens:0.184, spec:0.977, ppv:0.500, acc:0.888, f1:0.269, total+:14, total-:325
@threshold:0.962, sens:0.211, spec:0.967, ppv:0.444, acc:0.882, f1:0.286, total+:18, total-:321
@threshold:0.835, sens:0.211, spec:0.960, ppv:0.400, acc:0.876, f1:0.276, total+:20, total-:319
@threshold:0.821, sens:0.211, spec:0.950, ppv:0.348, acc:0.867, f1:0.262, total+:23, total-:316
@threshold:0.809, sens:0.263, spec:0.944, ppv:0.370, acc:0.867, f1:0.308, total+:27, total-:312
@threshold:0.808, sens:0.395, spec:0.907, ppv:0.349, acc:0.850, f1:0.370, total+:43, total-:296
@threshold:0.807, sens:0.395, spec:0.900, ppv:0.333, acc:0.844, f1:0.361, total+:45, total-:294
@threshold:0.795, sens:0.421, spec:0.897, ppv:0.340, acc:0.844, f1:0.376, total+:47, total-:292
@threshold:0.787, sens:0.421, spec:0.894, ppv:0.333, acc:0.841, f1:0.372, total+:48, total-:291
@threshold:0.716, sens:0.447, spec:0.880, ppv:0.321, acc:0.832, f1:0.374, total+:53, total-:286
@threshold:0.715, sens:0.447, spec:0.877, ppv:0.315, acc:0.829, f1:0.370, total+:54, total-:285
@threshold:0.681, sens:0.447, spec:0.850, ppv:0.274, acc:0.805, f1:0.340, total+:62, total-:277
@threshold:0.670, sens:0.474, spec:0.847, ppv:0.281, acc:0.805, f1:0.353, total+:64, total-:275
@threshold:0.609, sens:0.474, spec:0.844, ppv:0.277, acc:0.802, f1:0.350, total+:65, total-:274
@threshold:0.602, sens:0.500, spec:0.841, ppv:0.284, acc:0.802, f1:0.362, total+:67, total-:272
@threshold:0.595, sens:0.500, spec:0.837, ppv:0.279, acc:0.799, f1:0.358, total+:68, total-:271
@threshold:0.591, sens:0.526, spec:0.834, ppv:0.286, acc:0.799, f1:0.370, total+:70, total-:269
@threshold:0.591, sens:0.526, spec:0.831, ppv:0.282, acc:0.796, f1:0.367, total+:71, total-:268
@threshold:0.590, sens:0.553, spec:0.824, ppv:0.284, acc:0.794, f1:0.375, total+:74, total-:265
@threshold:0.589, sens:0.553, spec:0.821, ppv:0.280, acc:0.791, f1:0.372, total+:75, total-:264
@threshold:0.588, sens:0.579, spec:0.821, ppv:0.289, acc:0.794, f1:0.386, total+:76, total-:263
@threshold:0.564, sens:0.579, spec:0.814, ppv:0.282, acc:0.788, f1:0.379, total+:78, total-:261
@threshold:0.564, sens:0.579, spec:0.811, ppv:0.278, acc:0.785, f1:0.376, total+:79, total-:260
@threshold:0.563, sens:0.579, spec:0.804, ppv:0.272, acc:0.779, f1:0.370, total+:81, total-:258
@threshold:0.562, sens:0.579, spec:0.801, ppv:0.268, acc:0.776, f1:0.367, total+:82, total-:257
@threshold:0.556, sens:0.579, spec:0.791, ppv:0.259, acc:0.767, f1:0.358, total+:85, total-:254
@threshold:0.556, sens:0.579, spec:0.787, ppv:0.256, acc:0.764, f1:0.355, total+:86, total-:253
@threshold:0.554, sens:0.579, spec:0.781, ppv:0.250, acc:0.758, f1:0.349, total+:88, total-:251
@threshold:0.526, sens:0.605, spec:0.781, ppv:0.258, acc:0.761, f1:0.362, total+:89, total-:250
@threshold:0.521, sens:0.605, spec:0.771, ppv:0.250, acc:0.752, f1:0.354, total+:92, total-:247
@threshold:0.513, sens:0.605, spec:0.767, ppv:0.247, acc:0.749, f1:0.351, total+:93, total-:246
@threshold:0.507, sens:0.605, spec:0.757, ppv:0.240, acc:0.740, f1:0.343, total+:96, total-:243
@threshold:0.480, sens:0.632, spec:0.757, ppv:0.247, acc:0.743, f1:0.356, total+:97, total-:242
@threshold:0.423, sens:0.658, spec:0.748, ppv:0.248, acc:0.737, f1:0.360, total+:101, total-:238
@threshold:0.415, sens:0.658, spec:0.744, ppv:0.245, acc:0.735, f1:0.357, total+:102, total-:237
@threshold:0.407, sens:0.658, spec:0.734, ppv:0.238, acc:0.726, f1:0.350, total+:105, total-:234
@threshold:0.396, sens:0.658, spec:0.731, ppv:0.236, acc:0.723, f1:0.347, total+:106, total-:233
@threshold:0.358, sens:0.658, spec:0.724, ppv:0.231, acc:0.717, f1:0.342, total+:108, total-:231
@threshold:0.354, sens:0.658, spec:0.721, ppv:0.229, acc:0.714, f1:0.340, total+:109, total-:230
@threshold:0.346, sens:0.684, spec:0.721, ppv:0.236, acc:0.717, f1:0.351, total+:110, total-:229
@threshold:0.335, sens:0.684, spec:0.711, ppv:0.230, acc:0.708, f1:0.344, total+:113, total-:226
@threshold:0.328, sens:0.711, spec:0.698, ppv:0.229, acc:0.699, f1:0.346, total+:118, total-:221
@threshold:0.317, sens:0.737, spec:0.691, ppv:0.231, acc:0.696, f1:0.352, total+:121, total-:218
@threshold:0.306, sens:0.737, spec:0.688, ppv:0.230, acc:0.693, f1:0.350, total+:122, total-:217
@threshold:0.305, sens:0.763, spec:0.681, ppv:0.232, acc:0.690, f1:0.356, total+:125, total-:214
@threshold:0.299, sens:0.763, spec:0.678, ppv:0.230, acc:0.687, f1:0.354, total+:126, total-:213
@threshold:0.291, sens:0.763, spec:0.668, ppv:0.225, acc:0.678, f1:0.347, total+:129, total-:210
@threshold:0.260, sens:0.763, spec:0.648, ppv:0.215, acc:0.661, f1:0.335, total+:135, total-:204
@threshold:0.257, sens:0.763, spec:0.645, ppv:0.213, acc:0.658, f1:0.333, total+:136, total-:203
@threshold:0.121, sens:0.763, spec:0.621, ppv:0.203, acc:0.637, f1:0.320, total+:143, total-:196
@threshold:0.119, sens:0.763, spec:0.618, ppv:0.201, acc:0.634, f1:0.319, total+:144, total-:195
@threshold:0.094, sens:0.789, spec:0.618, ppv:0.207, acc:0.637, f1:0.328, total+:145, total-:194
@threshold:0.094, sens:0.789, spec:0.611, ppv:0.204, acc:0.631, f1:0.324, total+:147, total-:192
@threshold:0.091, sens:0.789, spec:0.598, ppv:0.199, acc:0.619, f1:0.317, total+:151, total-:188
@threshold:0.090, sens:0.789, spec:0.595, ppv:0.197, acc:0.617, f1:0.316, total+:152, total-:187
@threshold:0.090, sens:0.789, spec:0.588, ppv:0.195, acc:0.611, f1:0.312, total+:154, total-:185
@threshold:0.078, sens:0.789, spec:0.575, ppv:0.190, acc:0.599, f1:0.306, total+:158, total-:181
@threshold:0.074, sens:0.789, spec:0.571, ppv:0.189, acc:0.596, f1:0.305, total+:159, total-:180
@threshold:0.057, sens:0.816, spec:0.558, ppv:0.189, acc:0.587, f1:0.307, total+:164, total-:175
@threshold:0.051, sens:0.816, spec:0.555, ppv:0.188, acc:0.584, f1:0.305, total+:165, total-:174
@threshold:0.047, sens:0.816, spec:0.545, ppv:0.185, acc:0.575, f1:0.301, total+:168, total-:171
@threshold:0.043, sens:0.816, spec:0.532, ppv:0.180, acc:0.563, f1:0.295, total+:172, total-:167
@threshold:-0.064, sens:0.816, spec:0.525, ppv:0.178, acc:0.558, f1:0.292, total+:174, total-:165
@threshold:-0.139, sens:0.816, spec:0.522, ppv:0.177, acc:0.555, f1:0.291, total+:175, total-:164
@threshold:-0.148, sens:0.816, spec:0.502, ppv:0.171, acc:0.537, f1:0.283, total+:181, total-:158
@threshold:-0.175, sens:0.816, spec:0.498, ppv:0.170, acc:0.534, f1:0.282, total+:182, total-:157
@threshold:-0.254, sens:0.816, spec:0.482, ppv:0.166, acc:0.519, f1:0.276, total+:187, total-:152
@threshold:-0.265, sens:0.816, spec:0.478, ppv:0.165, acc:0.516, f1:0.274, total+:188, total-:151
@threshold:-0.333, sens:0.816, spec:0.449, ppv:0.157, acc:0.490, f1:0.264, total+:197, total-:142
@threshold:-0.333, sens:0.816, spec:0.445, ppv:0.157, acc:0.487, f1:0.263, total+:198, total-:141
@threshold:-0.334, sens:0.816, spec:0.439, ppv:0.155, acc:0.481, f1:0.261, total+:200, total-:139
@threshold:-0.334, sens:0.816, spec:0.435, ppv:0.154, acc:0.478, f1:0.259, total+:201, total-:138
@threshold:-0.334, sens:0.816, spec:0.429, ppv:0.153, acc:0.472, f1:0.257, total+:203, total-:136
@threshold:-0.346, sens:0.816, spec:0.425, ppv:0.152, acc:0.469, f1:0.256, total+:204, total-:135
@threshold:-0.356, sens:0.816, spec:0.412, ppv:0.149, acc:0.457, f1:0.252, total+:208, total-:131
@threshold:-0.356, sens:0.816, spec:0.405, ppv:0.148, acc:0.451, f1:0.250, total+:210, total-:129
@threshold:-0.369, sens:0.816, spec:0.402, ppv:0.147, acc:0.448, f1:0.249, total+:211, total-:128
@threshold:-0.380, sens:0.816, spec:0.392, ppv:0.145, acc:0.440, f1:0.246, total+:214, total-:125
@threshold:-0.380, sens:0.816, spec:0.389, ppv:0.144, acc:0.437, f1:0.245, total+:215, total-:124
@threshold:-0.381, sens:0.816, spec:0.382, ppv:0.143, acc:0.431, f1:0.243, total+:217, total-:122
@threshold:-0.381, sens:0.842, spec:0.379, ppv:0.146, acc:0.431, f1:0.249, total+:219, total-:120
@threshold:-0.414, sens:0.842, spec:0.375, ppv:0.145, acc:0.428, f1:0.248, total+:220, total-:119
@threshold:-0.425, sens:0.842, spec:0.369, ppv:0.144, acc:0.422, f1:0.246, total+:222, total-:117
@threshold:-0.430, sens:0.868, spec:0.346, ppv:0.143, acc:0.404, f1:0.246, total+:230, total-:109
@threshold:-0.454, sens:0.868, spec:0.329, ppv:0.140, acc:0.389, f1:0.242, total+:235, total-:104
@threshold:-0.454, sens:0.868, spec:0.326, ppv:0.140, acc:0.386, f1:0.241, total+:236, total-:103
@threshold:-0.454, sens:0.868, spec:0.316, ppv:0.138, acc:0.378, f1:0.238, total+:239, total-:100
@threshold:-0.461, sens:0.895, spec:0.309, ppv:0.140, acc:0.375, f1:0.243, total+:242, total-:97
@threshold:-0.480, sens:0.895, spec:0.306, ppv:0.140, acc:0.372, f1:0.242, total+:243, total-:96
@threshold:-0.482, sens:0.921, spec:0.302, ppv:0.143, acc:0.372, f1:0.247, total+:245, total-:94
@threshold:-0.482, sens:0.921, spec:0.296, ppv:0.142, acc:0.366, f1:0.246, total+:247, total-:92
@threshold:-0.514, sens:0.921, spec:0.292, ppv:0.141, acc:0.363, f1:0.245, total+:248, total-:91
@threshold:-0.519, sens:0.947, spec:0.292, ppv:0.145, acc:0.366, f1:0.251, total+:249, total-:90
@threshold:-0.522, sens:0.974, spec:0.286, ppv:0.147, acc:0.363, f1:0.255, total+:252, total-:87
@threshold:-0.522, sens:0.974, spec:0.282, ppv:0.146, acc:0.360, f1:0.254, total+:253, total-:86
@threshold:-0.528, sens:0.974, spec:0.266, ppv:0.143, acc:0.345, f1:0.250, total+:258, total-:81
@threshold:-0.533, sens:0.974, spec:0.262, ppv:0.143, acc:0.342, f1:0.249, total+:259, total-:80
@threshold:-0.537, sens:0.974, spec:0.249, ppv:0.141, acc:0.330, f1:0.246, total+:263, total-:76
@threshold:-0.548, sens:0.974, spec:0.246, ppv:0.140, acc:0.327, f1:0.245, total+:264, total-:75
@threshold:-0.549, sens:0.974, spec:0.223, ppv:0.137, acc:0.307, f1:0.239, total+:271, total-:68
@threshold:-0.550, sens:0.974, spec:0.213, ppv:0.135, acc:0.298, f1:0.237, total+:274, total-:65
@threshold:-0.555, sens:0.974, spec:0.209, ppv:0.135, acc:0.295, f1:0.236, total+:275, total-:64
@threshold:-0.556, sens:0.974, spec:0.203, ppv:0.134, acc:0.289, f1:0.235, total+:277, total-:62
@threshold:-0.556, sens:0.974, spec:0.199, ppv:0.133, acc:0.286, f1:0.234, total+:278, total-:61
@threshold:-0.572, sens:0.974, spec:0.179, ppv:0.130, acc:0.268, f1:0.230, total+:284, total-:55
@threshold:-0.572, sens:0.974, spec:0.176, ppv:0.130, acc:0.265, f1:0.229, total+:285, total-:54
@threshold:-0.574, sens:0.974, spec:0.169, ppv:0.129, acc:0.260, f1:0.228, total+:287, total-:52
@threshold:-0.575, sens:0.974, spec:0.166, ppv:0.128, acc:0.257, f1:0.227, total+:288, total-:51
@threshold:-0.668, sens:0.974, spec:0.130, ppv:0.124, acc:0.224, f1:0.220, total+:299, total-:40
@threshold:-0.690, sens:0.974, spec:0.126, ppv:0.123, acc:0.221, f1:0.219, total+:300, total-:39
@threshold:-0.724, sens:0.974, spec:0.116, ppv:0.122, acc:0.212, f1:0.217, total+:303, total-:36
@threshold:-0.746, sens:0.974, spec:0.113, ppv:0.122, acc:0.209, f1:0.216, total+:304, total-:35
@threshold:-0.747, sens:0.974, spec:0.100, ppv:0.120, acc:0.198, f1:0.214, total+:308, total-:31
@threshold:-0.763, sens:1.000, spec:0.096, ppv:0.123, acc:0.198, f1:0.218, total+:310, total-:29
@threshold:-0.810, sens:1.000, spec:0.076, ppv:0.120, acc:0.180, f1:0.215, total+:316, total-:23
@threshold:-0.866, sens:1.000, spec:0.073, ppv:0.120, acc:0.177, f1:0.214, total+:317, total-:22
@threshold:-0.879, sens:1.000, spec:0.063, ppv:0.119, acc:0.168, f1:0.212, total+:320, total-:19
@threshold:-0.895, sens:1.000, spec:0.060, ppv:0.118, acc:0.165, f1:0.212, total+:321, total-:18
@threshold:-0.949, sens:1.000, spec:0.030, ppv:0.115, acc:0.139, f1:0.207, total+:330, total-:9
@threshold:-0.975, sens:1.000, spec:0.027, ppv:0.115, acc:0.136, f1:0.206, total+:331, total-:8
@threshold:-0.998, sens:1.000, spec:0.003, ppv:0.112, acc:0.115, f1:0.202, total+:338, total-:1
* Vital: BMI-latest | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.728
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 1.0
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_index_no_min_bmi_latest
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_results_no_min_bmi_latest
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_models_no_min_bmi_latest.pkl
-----------------------------------------------------
girls no_min bmi_latest gradientboost
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.430, R^2 test: 0.084
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.430, R^2 test: 0.084
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.430, R^2 test: 0.084
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.804, Explained Variance Score Train: 0.456
AUC Validation: 0.847, Explained Variance Score Validation: 0.311
AUC Test: 0.681, Explained Variance Score Test: 0.112
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.361, R^2 test: 0.161
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.361, R^2 test: 0.161
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.361, R^2 test: 0.161
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.865, Explained Variance Score Train: 0.391
AUC Validation: 0.845, Explained Variance Score Validation: 0.291
AUC Test: 0.700, Explained Variance Score Test: 0.200
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.346, R^2 test: 0.130
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: 0.130
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.350, R^2 test: 0.130
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.731, Explained Variance Score Train: 0.397
AUC Validation: 0.780, Explained Variance Score Validation: 0.056
AUC Test: 0.701, Explained Variance Score Test: 0.173
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.430, R^2 test: 0.132
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.430, R^2 test: 0.132
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.430, R^2 test: 0.132
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.835, Explained Variance Score Train: 0.449
AUC Validation: 0.728, Explained Variance Score Validation: 0.131
AUC Test: 0.708, Explained Variance Score Test: 0.167
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.347, R^2 test: 0.109
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.347, R^2 test: 0.109
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.347, R^2 test: 0.109
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.790, Explained Variance Score Train: 0.390
AUC Validation: 0.711, Explained Variance Score Validation: 0.243
AUC Test: 0.663, Explained Variance Score Test: 0.134
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.643, R^2 test: 0.012
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.643, R^2 test: 0.011
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.643, R^2 test: 0.011
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.874, Explained Variance Score Train: 0.647
AUC Validation: 0.690, Explained Variance Score Validation: -0.021
AUC Test: 0.662, Explained Variance Score Test: 0.035
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.404, R^2 test: 0.156
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.404, R^2 test: 0.156
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.404, R^2 test: 0.156
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.843, Explained Variance Score Train: 0.434
AUC Validation: 0.768, Explained Variance Score Validation: 0.212
AUC Test: 0.712, Explained Variance Score Test: 0.176
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.286, R^2 test: 0.097
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.286, R^2 test: 0.097
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.286, R^2 test: 0.097
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.759, Explained Variance Score Train: 0.321
AUC Validation: 0.736, Explained Variance Score Validation: 0.219
AUC Test: 0.653, Explained Variance Score Test: 0.135
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: 0.168
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: 0.168
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.360, R^2 test: 0.168
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.821, Explained Variance Score Train: 0.410
AUC Validation: 0.760, Explained Variance Score Validation: 0.181
AUC Test: 0.709, Explained Variance Score Test: 0.216
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.640, R^2 test: 0.016
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.643, R^2 test: 0.017
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.643, R^2 test: 0.017
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.883, Explained Variance Score Train: 0.656
AUC Validation: 0.792, Explained Variance Score Validation: 0.401
AUC Test: 0.656, Explained Variance Score Test: 0.032
total variables 1 and total subjects: 1698
->AUC validation: 0.766 95% CI: [0.735 , 0.797]
->AUC test: 0.685 95% CI: [0.670 , 0.699]
->Explained Variance (R2) validation: 0.202 95% CI: [0.129 , 0.275]
->Explained Variance (R2) test: 0.138 95% CI: [0.101 , 0.175]
Test set metrics:
@threshold:3.702, sens:0.000, spec:1.000, ppv:0.000, acc:0.853, f1:0.000, total+:0, total-:339
@threshold:2.042, sens:0.020, spec:1.000, ppv:1.000, acc:0.855, f1:0.039, total+:1, total-:338
@threshold:0.811, sens:0.040, spec:1.000, ppv:1.000, acc:0.858, f1:0.077, total+:2, total-:337
@threshold:0.472, sens:0.060, spec:0.997, ppv:0.750, acc:0.858, f1:0.111, total+:4, total-:335
@threshold:0.404, sens:0.080, spec:0.997, ppv:0.800, acc:0.861, f1:0.145, total+:5, total-:334
@threshold:0.356, sens:0.120, spec:0.993, ppv:0.750, acc:0.864, f1:0.207, total+:8, total-:331
@threshold:0.158, sens:0.120, spec:0.965, ppv:0.375, acc:0.841, f1:0.182, total+:16, total-:323
@threshold:0.066, sens:0.140, spec:0.931, ppv:0.259, acc:0.814, f1:0.182, total+:27, total-:312
@threshold:0.065, sens:0.200, spec:0.910, ppv:0.278, acc:0.805, f1:0.233, total+:36, total-:303
@threshold:0.064, sens:0.200, spec:0.907, ppv:0.270, acc:0.802, f1:0.230, total+:37, total-:302
@threshold:0.048, sens:0.220, spec:0.903, ppv:0.282, acc:0.802, f1:0.247, total+:39, total-:300
@threshold:0.037, sens:0.220, spec:0.889, ppv:0.256, acc:0.791, f1:0.237, total+:43, total-:296
@threshold:0.029, sens:0.240, spec:0.872, ppv:0.245, acc:0.779, f1:0.242, total+:49, total-:290
@threshold:0.026, sens:0.240, spec:0.851, ppv:0.218, acc:0.761, f1:0.229, total+:55, total-:284
@threshold:0.020, sens:0.320, spec:0.827, ppv:0.242, acc:0.752, f1:0.276, total+:66, total-:273
@threshold:0.019, sens:0.380, spec:0.782, ppv:0.232, acc:0.723, f1:0.288, total+:82, total-:257
@threshold:-0.004, sens:0.420, spec:0.768, ppv:0.239, acc:0.717, f1:0.304, total+:88, total-:251
@threshold:-0.035, sens:0.480, spec:0.761, ppv:0.258, acc:0.720, f1:0.336, total+:93, total-:246
@threshold:-0.038, sens:0.500, spec:0.758, ppv:0.263, acc:0.720, f1:0.345, total+:95, total-:244
@threshold:-0.041, sens:0.520, spec:0.744, ppv:0.260, acc:0.711, f1:0.347, total+:100, total-:239
@threshold:-0.054, sens:0.520, spec:0.730, ppv:0.250, acc:0.699, f1:0.338, total+:104, total-:235
@threshold:-0.083, sens:0.560, spec:0.709, ppv:0.250, acc:0.687, f1:0.346, total+:112, total-:227
@threshold:-0.097, sens:0.580, spec:0.696, ppv:0.248, acc:0.678, f1:0.347, total+:117, total-:222
@threshold:-0.124, sens:0.600, spec:0.689, ppv:0.250, acc:0.676, f1:0.353, total+:120, total-:219
@threshold:-0.137, sens:0.620, spec:0.685, ppv:0.254, acc:0.676, f1:0.360, total+:122, total-:217
@threshold:-0.139, sens:0.620, spec:0.640, ppv:0.230, acc:0.637, f1:0.335, total+:135, total-:204
@threshold:-0.141, sens:0.780, spec:0.571, ppv:0.239, acc:0.602, f1:0.366, total+:163, total-:176
@threshold:-0.148, sens:0.800, spec:0.533, ppv:0.229, acc:0.572, f1:0.356, total+:175, total-:164
@threshold:-0.158, sens:0.880, spec:0.450, ppv:0.217, acc:0.513, f1:0.348, total+:203, total-:136
@threshold:-0.163, sens:0.880, spec:0.436, ppv:0.213, acc:0.501, f1:0.342, total+:207, total-:132
@threshold:-0.196, sens:0.880, spec:0.429, ppv:0.211, acc:0.496, f1:0.340, total+:209, total-:130
@threshold:-0.229, sens:0.880, spec:0.419, ppv:0.208, acc:0.487, f1:0.336, total+:212, total-:127
@threshold:-0.251, sens:0.880, spec:0.391, ppv:0.200, acc:0.463, f1:0.326, total+:220, total-:119
@threshold:-0.288, sens:0.880, spec:0.381, ppv:0.197, acc:0.454, f1:0.322, total+:223, total-:116
@threshold:-0.289, sens:0.940, spec:0.339, ppv:0.197, acc:0.428, f1:0.326, total+:238, total-:101
@threshold:-0.324, sens:0.940, spec:0.325, ppv:0.194, acc:0.416, f1:0.322, total+:242, total-:97
@threshold:-0.378, sens:0.940, spec:0.311, ppv:0.191, acc:0.404, f1:0.318, total+:246, total-:93
@threshold:-0.402, sens:0.940, spec:0.301, ppv:0.189, acc:0.395, f1:0.314, total+:249, total-:90
@threshold:-0.413, sens:0.940, spec:0.287, ppv:0.186, acc:0.383, f1:0.310, total+:253, total-:86
@threshold:-0.415, sens:0.960, spec:0.277, ppv:0.187, acc:0.378, f1:0.313, total+:257, total-:82
@threshold:-0.467, sens:0.960, spec:0.260, ppv:0.183, acc:0.363, f1:0.308, total+:262, total-:77
@threshold:-0.472, sens:0.960, spec:0.253, ppv:0.182, acc:0.357, f1:0.306, total+:264, total-:75
@threshold:-0.488, sens:0.960, spec:0.232, ppv:0.178, acc:0.339, f1:0.300, total+:270, total-:69
@threshold:-0.533, sens:0.960, spec:0.221, ppv:0.176, acc:0.330, f1:0.297, total+:273, total-:66
@threshold:-0.545, sens:0.960, spec:0.215, ppv:0.175, acc:0.324, f1:0.295, total+:275, total-:64
@threshold:-0.619, sens:0.960, spec:0.187, ppv:0.170, acc:0.301, f1:0.288, total+:283, total-:56
@threshold:-0.652, sens:0.960, spec:0.176, ppv:0.168, acc:0.292, f1:0.286, total+:286, total-:53
@threshold:-0.818, sens:0.960, spec:0.149, ppv:0.163, acc:0.268, f1:0.279, total+:294, total-:45
@threshold:-0.868, sens:0.960, spec:0.131, ppv:0.161, acc:0.254, f1:0.275, total+:299, total-:40
@threshold:-0.926, sens:1.000, spec:0.062, ppv:0.156, acc:0.201, f1:0.270, total+:321, total-:18
@threshold:-1.794, sens:1.000, spec:0.003, ppv:0.148, acc:0.150, f1:0.258, total+:338, total-:1
* Vital: BMI-latest | coef 1.000 95% CI: [1.000 , 1.000] | OR_adj 2.718 [2.718 2.718] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.712
Correlated most with:
Diagnosis:9ccsCCS CATEGORY:CCS CATEGORY DESCRIPTION: nan
Maternal Diagnosis:9ccs72:Anxiety dx-prePregnancy: nan
Maternal Diagnosis:9ccs71:Ot psychoses-prePregnancy: nan
Maternal Diagnosis:9ccs70:Schizo/rl dx-prePregnancy: nan
Maternal Diagnosis:9ccs69:Affective dx-prePregnancy: nan
Maternal Diagnosis:9ccs68:Senil/org mn-prePregnancy: nan
Maternal Diagnosis:9ccs67:Subst-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs73:Preadult dx-prePregnancy: nan
Maternal Diagnosis:9ccs66:Alchl-r mntl-prePregnancy: nan
Maternal Diagnosis:9ccs64:Ot hematl dx-prePregnancy: nan
Vital : 1.0
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_index_no_min_bmi_latest
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_results_no_min_bmi_latest
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_models_no_min_bmi_latest.pkl
-----------------------------------------------------
girls min_5 full lasso
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.986, R^2 test: -0.895
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.891, R^2 test: -0.157
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.806, R^2 test: 0.074
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.403, R^2 test: 0.307
best alpha via bootstrap CV: 0.1
AUC Train: 0.836, Explained Variance Score Train: 0.403
AUC Validation: 0.799, Explained Variance Score Validation: 0.296
AUC Test: 0.774, Explained Variance Score Test: 0.309
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.990, R^2 test: -0.941
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.922, R^2 test: -0.141
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.852, R^2 test: 0.056
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.495, R^2 test: 0.332
best alpha via bootstrap CV: 0.1
AUC Train: 0.846, Explained Variance Score Train: 0.495
AUC Validation: 0.772, Explained Variance Score Validation: 0.261
AUC Test: 0.781, Explained Variance Score Test: 0.332
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.992, R^2 test: -0.505
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.919, R^2 test: -0.043
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.838, R^2 test: 0.090
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.457, R^2 test: 0.329
best alpha via bootstrap CV: 0.1
AUC Train: 0.890, Explained Variance Score Train: 0.457
AUC Validation: 0.765, Explained Variance Score Validation: 0.302
AUC Test: 0.775, Explained Variance Score Test: 0.330
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.985, R^2 test: -0.985
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.872, R^2 test: 0.052
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.763, R^2 test: 0.178
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.422, R^2 test: 0.311
best alpha via bootstrap CV: 0.1
AUC Train: 0.822, Explained Variance Score Train: 0.422
AUC Validation: 0.817, Explained Variance Score Validation: 0.400
AUC Test: 0.762, Explained Variance Score Test: 0.311
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.993, R^2 test: -0.879
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.925, R^2 test: -0.353
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.834, R^2 test: -0.158
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.358, R^2 test: 0.262
best alpha via bootstrap CV: 0.1
AUC Train: 0.763, Explained Variance Score Train: 0.358
AUC Validation: 0.779, Explained Variance Score Validation: 0.322
AUC Test: 0.745, Explained Variance Score Test: 0.262
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.991, R^2 test: -0.639
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.925, R^2 test: -0.103
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.855, R^2 test: 0.017
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.526, R^2 test: 0.297
best alpha via bootstrap CV: 0.1
AUC Train: 0.901, Explained Variance Score Train: 0.526
AUC Validation: 0.842, Explained Variance Score Validation: 0.402
AUC Test: 0.762, Explained Variance Score Test: 0.312
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.989, R^2 test: -0.629
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.895, R^2 test: -0.136
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.786, R^2 test: 0.068
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.363, R^2 test: 0.313
best alpha via bootstrap CV: 0.1
AUC Train: 0.758, Explained Variance Score Train: 0.363
AUC Validation: 0.828, Explained Variance Score Validation: 0.297
AUC Test: 0.750, Explained Variance Score Test: 0.313
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.987, R^2 test: -0.657
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.892, R^2 test: -0.075
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.791, R^2 test: 0.097
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.329, R^2 test: 0.279
best alpha via bootstrap CV: 0.1
AUC Train: 0.778, Explained Variance Score Train: 0.329
AUC Validation: 0.789, Explained Variance Score Validation: 0.370
AUC Test: 0.769, Explained Variance Score Test: 0.280
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.990, R^2 test: -0.748
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.898, R^2 test: -0.015
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.788, R^2 test: 0.123
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.339, R^2 test: 0.236
best alpha via bootstrap CV: 0.1
AUC Train: 0.800, Explained Variance Score Train: 0.339
AUC Validation: 0.802, Explained Variance Score Validation: 0.258
AUC Test: 0.777, Explained Variance Score Test: 0.237
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.978, R^2 test: -1.190
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.832, R^2 test: -0.037
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.718, R^2 test: 0.098
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.323, R^2 test: 0.263
best alpha via bootstrap CV: 0.1
AUC Train: 0.757, Explained Variance Score Train: 0.323
AUC Validation: 0.766, Explained Variance Score Validation: 0.269
AUC Test: 0.766, Explained Variance Score Test: 0.266
total variables 860 and total subjects: 1698
->AUC validation: 0.796 95% CI: [0.780 , 0.811]
->AUC test: 0.766 95% CI: [0.759 , 0.773]
->Explained Variance (R2) validation: 0.318 95% CI: [0.286 , 0.350]
->Explained Variance (R2) test: 0.295 95% CI: [0.277 , 0.314]
Test set metrics:
@threshold:2.568, sens:0.000, spec:1.000, ppv:0.000, acc:0.879, f1:0.000, total+:0, total-:339
@threshold:1.280, sens:0.122, spec:1.000, ppv:1.000, acc:0.894, f1:0.217, total+:5, total-:334
@threshold:1.105, sens:0.146, spec:0.997, ppv:0.857, acc:0.894, f1:0.250, total+:7, total-:332
@threshold:1.083, sens:0.146, spec:0.993, ppv:0.750, acc:0.891, f1:0.245, total+:8, total-:331
@threshold:1.026, sens:0.171, spec:0.990, ppv:0.700, acc:0.891, f1:0.275, total+:10, total-:329
@threshold:1.015, sens:0.171, spec:0.987, ppv:0.636, acc:0.888, f1:0.269, total+:11, total-:328
@threshold:1.002, sens:0.195, spec:0.987, ppv:0.667, acc:0.891, f1:0.302, total+:12, total-:327
@threshold:0.923, sens:0.220, spec:0.983, ppv:0.643, acc:0.891, f1:0.327, total+:14, total-:325
@threshold:0.851, sens:0.244, spec:0.977, ppv:0.588, acc:0.888, f1:0.345, total+:17, total-:322
@threshold:0.769, sens:0.268, spec:0.973, ppv:0.579, acc:0.888, f1:0.367, total+:19, total-:320
@threshold:0.658, sens:0.293, spec:0.943, ppv:0.414, acc:0.864, f1:0.343, total+:29, total-:310
@threshold:0.631, sens:0.293, spec:0.940, ppv:0.400, acc:0.861, f1:0.338, total+:30, total-:309
@threshold:0.627, sens:0.317, spec:0.933, ppv:0.394, acc:0.858, f1:0.351, total+:33, total-:306
@threshold:0.625, sens:0.317, spec:0.930, ppv:0.382, acc:0.855, f1:0.347, total+:34, total-:305
@threshold:0.598, sens:0.341, spec:0.926, ppv:0.389, acc:0.855, f1:0.364, total+:36, total-:303
@threshold:0.573, sens:0.366, spec:0.923, ppv:0.395, acc:0.855, f1:0.380, total+:38, total-:301
@threshold:0.458, sens:0.390, spec:0.899, ppv:0.348, acc:0.838, f1:0.368, total+:46, total-:293
@threshold:0.458, sens:0.390, spec:0.896, ppv:0.340, acc:0.835, f1:0.364, total+:47, total-:292
@threshold:0.431, sens:0.415, spec:0.883, ppv:0.327, acc:0.826, f1:0.366, total+:52, total-:287
@threshold:0.427, sens:0.415, spec:0.879, ppv:0.321, acc:0.823, f1:0.362, total+:53, total-:286
@threshold:0.338, sens:0.439, spec:0.836, ppv:0.269, acc:0.788, f1:0.333, total+:67, total-:272
@threshold:0.333, sens:0.439, spec:0.832, ppv:0.265, acc:0.785, f1:0.330, total+:68, total-:271
@threshold:0.311, sens:0.463, spec:0.822, ppv:0.264, acc:0.779, f1:0.336, total+:72, total-:267
@threshold:0.289, sens:0.488, spec:0.819, ppv:0.270, acc:0.779, f1:0.348, total+:74, total-:265
@threshold:0.258, sens:0.512, spec:0.812, ppv:0.273, acc:0.776, f1:0.356, total+:77, total-:262
@threshold:0.247, sens:0.512, spec:0.809, ppv:0.269, acc:0.773, f1:0.353, total+:78, total-:261
@threshold:0.189, sens:0.537, spec:0.789, ppv:0.259, acc:0.758, f1:0.349, total+:85, total-:254
@threshold:0.186, sens:0.561, spec:0.785, ppv:0.264, acc:0.758, f1:0.359, total+:87, total-:252
@threshold:0.185, sens:0.585, spec:0.785, ppv:0.273, acc:0.761, f1:0.372, total+:88, total-:251
@threshold:0.175, sens:0.585, spec:0.782, ppv:0.270, acc:0.758, f1:0.369, total+:89, total-:250
@threshold:0.148, sens:0.610, spec:0.765, ppv:0.263, acc:0.746, f1:0.368, total+:95, total-:244
@threshold:0.146, sens:0.634, spec:0.762, ppv:0.268, acc:0.746, f1:0.377, total+:97, total-:242
@threshold:0.130, sens:0.659, spec:0.758, ppv:0.273, acc:0.746, f1:0.386, total+:99, total-:240
@threshold:0.130, sens:0.659, spec:0.755, ppv:0.270, acc:0.743, f1:0.383, total+:100, total-:239
@threshold:0.105, sens:0.683, spec:0.745, ppv:0.269, acc:0.737, f1:0.386, total+:104, total-:235
@threshold:0.104, sens:0.683, spec:0.742, ppv:0.267, acc:0.735, f1:0.384, total+:105, total-:234
@threshold:0.081, sens:0.707, spec:0.715, ppv:0.254, acc:0.714, f1:0.374, total+:114, total-:225
@threshold:0.058, sens:0.707, spec:0.711, ppv:0.252, acc:0.711, f1:0.372, total+:115, total-:224
@threshold:0.035, sens:0.732, spec:0.688, ppv:0.244, acc:0.693, f1:0.366, total+:123, total-:216
@threshold:0.033, sens:0.732, spec:0.685, ppv:0.242, acc:0.690, f1:0.364, total+:124, total-:215
@threshold:0.028, sens:0.780, spec:0.644, ppv:0.232, acc:0.661, f1:0.358, total+:138, total-:201
@threshold:0.027, sens:0.780, spec:0.641, ppv:0.230, acc:0.658, f1:0.356, total+:139, total-:200
@threshold:-0.036, sens:0.805, spec:0.547, ppv:0.196, acc:0.578, f1:0.316, total+:168, total-:171
@threshold:-0.036, sens:0.805, spec:0.544, ppv:0.195, acc:0.575, f1:0.314, total+:169, total-:170
@threshold:-0.098, sens:0.829, spec:0.453, ppv:0.173, acc:0.499, f1:0.286, total+:197, total-:142
@threshold:-0.099, sens:0.829, spec:0.450, ppv:0.172, acc:0.496, f1:0.285, total+:198, total-:141
@threshold:-0.114, sens:0.854, spec:0.426, ppv:0.170, acc:0.478, f1:0.283, total+:206, total-:133
@threshold:-0.115, sens:0.854, spec:0.423, ppv:0.169, acc:0.475, f1:0.282, total+:207, total-:132
@threshold:-0.119, sens:0.878, spec:0.419, ppv:0.172, acc:0.475, f1:0.288, total+:209, total-:130
@threshold:-0.119, sens:0.878, spec:0.416, ppv:0.171, acc:0.472, f1:0.287, total+:210, total-:129
@threshold:-0.264, sens:0.902, spec:0.275, ppv:0.146, acc:0.351, f1:0.252, total+:253, total-:86
@threshold:-0.264, sens:0.902, spec:0.272, ppv:0.146, acc:0.348, f1:0.251, total+:254, total-:85
@threshold:-0.306, sens:0.927, spec:0.235, ppv:0.143, acc:0.319, f1:0.248, total+:266, total-:73
@threshold:-0.314, sens:0.927, spec:0.232, ppv:0.142, acc:0.316, f1:0.247, total+:267, total-:72
@threshold:-0.482, sens:0.951, spec:0.134, ppv:0.131, acc:0.233, f1:0.231, total+:297, total-:42
@threshold:-0.499, sens:0.951, spec:0.131, ppv:0.131, acc:0.230, f1:0.230, total+:298, total-:41
@threshold:-0.778, sens:0.976, spec:0.060, ppv:0.125, acc:0.171, f1:0.222, total+:320, total-:19
@threshold:-0.781, sens:0.976, spec:0.057, ppv:0.125, acc:0.168, f1:0.221, total+:321, total-:18
@threshold:-1.277, sens:1.000, spec:0.003, ppv:0.121, acc:0.124, f1:0.216, total+:338, total-:1
* Vital: BMI-avg19to24 | coef 0.123 95% CI: [0.036 , 0.210] | OR_adj 1.131 [1.037 1.233] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.714
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.083
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.077
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.077
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.077
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.074
* Vital: BMI-latest | coef 0.074 95% CI: [-0.003 , 0.150] | OR_adj 1.076 [0.997 1.162] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.734
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.107
Maternal Lab History: 2 HOUR-postPregnancy:0.100
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.093
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.086
Maternal Procedure History:99211-otherPregnancy:0.080
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.078
Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Lab History: 3 HOUR-otherPregnancy:0.075
Maternal Lab History: CHLORIDE-otherPregnancy:0.073
* Vital: BMI-gain0to24 | coef 0.074 95% CI: [-0.020 , 0.168] | OR_adj 1.076 [0.980 1.182] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.716
Correlated most with:
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085
Diagnosis:9ccs259:Unclassified:-0.084
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.079
Maternal Lab History: CHLORIDE-otherPregnancy:0.073
Maternal Procedure History:99211-otherPregnancy:0.071
* Vital: Wt-latest | coef 0.053 95% CI: [0.019 , 0.086] | OR_adj 1.054 [1.019 1.090] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.779
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.281
Diagnosis:9ccs10:Immuniz/scrn:0.260
Number of Visits:0.240
Diagnosis:9ccs92:Otitis media:0.212
Diagnosis:9ccs7:Viral infect:0.178
Diagnosis:9ccs257:Ot aftercare:0.155
Diagnosis:9ccs135:Intest infct:0.138
Diagnosis:9ccs90:Eye infectn:0.129
Maternal Procedure History:36415-otherPregnancy:-0.110
Diagnosis:9ccs125:Bronchitis:0.109
* Vital: Wt for Length ZScore-latest | coef 0.052 95% CI: [0.009 , 0.094] | OR_adj 1.053 [1.009 1.099] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.754
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.101
Diagnosis:9ccs126:Ot up rsp in:0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.082
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.076
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.072
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Diagnosis:9ccs48:Thyroid dsor:-0.071
Diagnosis:9ccs259:Unclassified:-0.067
* Vital: BMI-avg13to16 | coef 0.050 95% CI: [0.009 , 0.091] | OR_adj 1.051 [1.009 1.095] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.733
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086
Diagnosis:9ccs125:Bronchitis:0.085
Maternal Lab History: 3 HOUR-otherPregnancy:0.070
Maternal Lab History: MCH-otherPregnancy:-0.069
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.068
Diagnosis:9ccs153:GI hemorrhag:-0.068
Diagnosis:9ccs242:Poisn ot med:0.067
Maternal Lab History: 2 HOUR-otherPregnancy:0.065
* Vital: Wt-avg19to24 | coef 0.044 95% CI: [0.005 , 0.083] | OR_adj 1.045 [1.005 1.087] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.748
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.098
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 1 HOUR-otherPregnancy:0.092
Maternal Lab History: 2 HOUR-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: 2 HOUR-otherPregnancy:0.071
Lab:297262 HEMOGLOBIN (HEMOCUE):0.066
* Vital: Wt-postPregnancy | coef 0.041 95% CI: [0.001 , 0.081] | OR_adj 1.042 [1.001 1.084] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.563
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.333
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.311
Maternal Lab History: WEIGHT-postPregnancy:0.281
Maternal Lab History: MCH-postPregnancy:-0.233
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.205
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.185
Maternal Lab History: WEIGHT-otherPregnancy:0.183
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.178
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.171
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.167
* Vital: Wt for Len Percentile-latest | coef 0.029 95% CI: [-0.011 , 0.070] | OR_adj 1.030 [0.989 1.073] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.749
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.094
Diagnosis:9ccs48:Thyroid dsor:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs259:Unclassified:-0.073
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Maternal Lab History: 1 HOUR-otherPregnancy:0.067
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.065
* Vital: Wt for Length ZScore-avg13to16 | coef 0.027 95% CI: [-0.007 , 0.061] | OR_adj 1.028 [0.993 1.063] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.727
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs185:Long pregncy:0.087
Diagnosis:9ccs125:Bronchitis:0.076
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.075
Diagnosis:9ccs48:Thyroid dsor:-0.070
Maternal Lab History: INHMOM-otherPregnancy:-0.069
Maternal Lab History: MPV-postPregnancy:0.068
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.066
Diagnosis:9ccs242:Poisn ot med:0.065
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.063
* Vital: Wt for Length ZScore-avg1to3 | coef 0.017 95% CI: [0.000 , 0.033] | OR_adj 1.017 [1.000 1.034] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.580
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.104
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.088
Maternal Lab History: URINE CULTURE-otherPregnancy:-0.083
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.083
Diagnosis:9ccs259:Unclassified:-0.078
Maternal Diagnosis:9ccs5:HIV infectn:0.078
Maternal Diagnosis:9ccs189:Prev c-sectn:0.074
Maternal Lab History: GFR Calculation-postPregnancy:0.069
Maternal Lab History: GFR in African American-postPregnancy:0.069
Newborn Diagnosis:9ccs221:Resp distres:-0.066
* Vital: Wt-gain7to13 | coef -0.015 95% CI: [-0.042 , 0.012] | OR_adj 0.985 [0.958 1.012] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.535
Correlated most with:
Maternal Procedure History:86580-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.070
Maternal Lab History: WBC-postPregnancy:-0.070
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.067
Diagnosis:9ccs10:Immuniz/scrn:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.062
Lab:292495 LEAD LEVEL - Sunrise:-0.061
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.060
Maternal Lab History: LDL-otherPregnancy:0.059
Maternal Diagnosis:9ccs155:Other GI dx:0.058
* Vital: Wt for Length Zscore-avg10to13 | coef 0.015 95% CI: [-0.001 , 0.032] | OR_adj 1.015 [0.999 1.032] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.722
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.079
Newborn Diagnosis:9ccs223:Birth trauma:0.073
Maternal Lab History: INHMOM-otherPregnancy:-0.072
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.070
Diagnosis:9ccs219:Low birth wt:-0.070
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069
Diagnosis:9ccs10:Immuniz/scrn:-0.067
Diagnosis:9ccs48:Thyroid dsor:-0.066
* Vital: Wt for Len Percentile-avg16to19 | coef 0.013 95% CI: [-0.003 , 0.029] | OR_adj 1.013 [0.997 1.029] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.729
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs163:Other GU dx:-0.084
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.081
Maternal Procedure History:J1055-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.073
Diagnosis:9ccs234:Crush injury:0.072
Maternal Lab History: PH-otherPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs92:Otitis media:0.068
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.011 95% CI: [-0.006 , 0.029] | OR_adj 1.011 [0.994 1.029] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.517
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153
* Vital: Wt Percentile-latest | coef 0.011 95% CI: [-0.009 , 0.031] | OR_adj 1.011 [0.991 1.031] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.660
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Diagnosis:9ccs48:Thyroid dsor:-0.087
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.082
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.080
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.070
Diagnosis:9ccs89:Blindness:0.066
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.066
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.066
* Vital: Wt for Len Percentile-avg10to13 | coef 0.009 95% CI: [-0.008 , 0.025] | OR_adj 1.009 [0.992 1.025] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.723
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.096
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Diagnosis:9ccs125:Bronchitis:0.079
Maternal Lab History: 1 HOUR-otherPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.074
Diagnosis:9ccs10:Immuniz/scrn:-0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.070
Maternal Lab History: 3 HOUR-otherPregnancy:0.068
Vital: HC-gain3to7 | coef 0.007 95% CI: [-0.006 , 0.020] | OR_adj 1.007 [0.994 1.020] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.081
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.073
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.072
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.071
Lab:292495 LEAD LEVEL - Sunrise:-0.071
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.069
Maternal Procedure History:99401-postPregnancy:-0.068
Vital: Ht Percentile-avg7to10 | coef -0.007 95% CI: [-0.019 , 0.006] | OR_adj 0.993 [0.981 1.006] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.584
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.104
Maternal Lab History: MONOCYTE-postPregnancy:0.099
Maternal Diagnosis:9ccs5:HIV infectn:-0.096
Maternal Diagnosis:9ccs184:Early labor:-0.091
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086
Maternal Lab History: WEIGHT-postPregnancy:0.085
Maternal Lab History: 1 HOUR-postPregnancy:0.079
Maternal Lab History: GFR Calculation-postPregnancy:-0.075
* Vital: Wt for Length ZScore-avg19to24 | coef 0.006 95% CI: [-0.006 , 0.018] | OR_adj 1.006 [0.994 1.019] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.715
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.091
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.091
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.085
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.079
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.079
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.079
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.072
* Vital: Wt for Length ZScore-avg16to19 | coef 0.006 95% CI: [-0.002 , 0.013] | OR_adj 1.006 [0.998 1.013] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.729
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082
Maternal Procedure History:J1055-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.076
Maternal Diagnosis:9ccs163:Other GU dx:-0.076
Diagnosis:9ccs48:Thyroid dsor:-0.074
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Maternal Lab History: 2 HOUR-postPregnancy:0.069
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.068
Diagnosis:9ccs92:Otitis media:0.065
* Vital: Wt Change-avg19to24 | coef 0.006 95% CI: [-0.002 , 0.013] | OR_adj 1.006 [0.998 1.013] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.597
Correlated most with:
Number of Visits:-0.161
Diagnosis:9ccs92:Otitis media:-0.142
Diagnosis:9ccs126:Ot up rsp in:-0.126
Maternal Procedure History:97014-postPregnancy:-0.105
Diagnosis:9ccs133:Oth low resp:-0.099
Maternal Lab History: PH-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:-0.085
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.084
Maternal Procedure History:96372-otherPregnancy:0.081
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.081
Vital: Wt-avg0to1 | coef 0.006 95% CI: [-0.005 , 0.016] | OR_adj 1.006 [0.995 1.016] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.553
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.362
Maternal Diagnosis:9ccs184:Early labor:-0.355
Diagnosis:9ccs219:Low birth wt:-0.222
Maternal Diagnosis:9ccs185:Long pregncy:0.217
Newborn Diagnosis:9ccs221:Resp distres:-0.150
Newborn Diagnosis:9ccs256:Exam/eval:-0.139
Newborn Diagnosis:9ccs224:Ot perint dx:0.130
Maternal Diagnosis:9ccs183:HTN in preg:-0.125
Newborn Diagnosis:9ccs253:Allergy:-0.111
Newborn Diagnosis:9ccs222:Perint jaund:-0.107
Vital: HC-gain5to10 | coef -0.006 95% CI: [-0.016 , 0.005] | OR_adj 0.994 [0.984 1.005] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.534
Correlated most with:
Maternal Procedure History:97140-postPregnancy:0.096
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.084
Lab:292495 LEAD LEVEL - Sunrise:0.079
Maternal Lab History: PTT-postPregnancy:-0.078
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.077
Maternal Lab History: CREATININE-postPregnancy:-0.076
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.073
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.069
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.068
Diagnosis:9ccs251:Abdomnl pain:-0.067
* Vital: Wt for Len Percentile-avg13to16 | coef 0.005 95% CI: [-0.003 , 0.013] | OR_adj 1.005 [0.997 1.013] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.739
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Diagnosis:9ccs125:Bronchitis:0.082
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.072
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.071
Diagnosis:9ccs48:Thyroid dsor:-0.071
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.068
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.067
Maternal Lab History: MPV-postPregnancy:0.066
Maternal Lab History: INHMOM-otherPregnancy:-0.063
* Vital: Wt for Length ZScore-avg3to5 | coef 0.005 95% CI: [-0.001 , 0.011] | OR_adj 1.005 [0.999 1.012] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.628
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106
Maternal Lab History: INHMOM-postPregnancy:0.089
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.085
Maternal Lab History: INHMOM-otherPregnancy:-0.084
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.078
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.078
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.077
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.074
Maternal Lab History: VLDL-postPregnancy:0.072
Maternal Lab History: AST (SGOT)-postPregnancy:0.070
* Vital: BMI-avg16to19 | coef 0.005 95% CI: [-0.004 , 0.013] | OR_adj 1.005 [0.996 1.013] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.723
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Procedure History:J1055-postPregnancy:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.080
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.073
Maternal Lab History: 2 HOUR-postPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs133:Oth low resp:-0.070
Diagnosis:9ccs48:Thyroid dsor:-0.069
Maternal Diagnosis:9ccs106:Dysrhythmia:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
Vital: HC-latest | coef 0.005 95% CI: [-0.004 , 0.013] | OR_adj 1.005 [0.996 1.013] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.673
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.252
Diagnosis:9ccs10:Immuniz/scrn:0.246
Diagnosis:9ccs92:Otitis media:0.214
Diagnosis:9ccs257:Ot aftercare:0.211
Number of Visits:0.162
Diagnosis:9ccs7:Viral infect:0.160
Diagnosis:9ccs125:Bronchitis:0.152
Diagnosis:9ccs135:Intest infct:0.150
Diagnosis:9ccs90:Eye infectn:0.137
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.111
* Vital: Wt for Len Percentile-avg19to24 | coef 0.004 95% CI: [-0.004 , 0.012] | OR_adj 1.004 [0.996 1.012] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.727
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.081
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
Vital: Ht Percentile-avg13to16 | coef -0.003 95% CI: [-0.009 , 0.003] | OR_adj 0.997 [0.991 1.003] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.588
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.099
Diagnosis:10ccs58:Ot nutrit dx:0.089
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.087
Lab:323825 STREP SCREEN THROAT - Sunrise:0.084
Newborn Diagnosis:9ccs219:Low birth wt:-0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.081
Maternal Lab History: 1/2 HOUR-postPregnancy:0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.072
Newborn Diagnosis:9ccs221:Resp distres:-0.071
Maternal Diagnosis:9ccs184:Early labor:-0.067
* Vital: BMI-avg7to10 | coef 0.003 95% CI: [-0.003 , 0.009] | OR_adj 1.003 [0.997 1.009] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.709
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.103
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Maternal Procedure History:81025-postPregnancy:0.084
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.080
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.076
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.076
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.073
Maternal Diagnosis:9ccs5:HIV infectn:0.071
Maternal Procedure History:J1055-postPregnancy:-0.069
Vital: Ht-gain13to19 | coef -0.003 95% CI: [-0.008 , 0.002] | OR_adj 0.997 [0.992 1.002] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.542
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo:0.079
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.070
Maternal Diagnosis:9ccs172:Ovarian cyst:0.070
Number of Visits:0.066
Maternal Procedure History:86703-postPregnancy:-0.064
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.057
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.057
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.056
Maternal Lab History: BILE ACIDS-otherPregnancy:0.056
Maternal Lab History: GAMMA GT-otherPregnancy:0.055
* Vital: Wt-gain16to24 | coef -0.002 95% CI: [-0.007 , 0.002] | OR_adj 0.998 [0.993 1.002] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.516
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.082
Maternal Lab History: hCG MoM-postPregnancy:-0.081
Maternal Lab History: HERPES II IgG-postPregnancy:-0.077
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.070
Maternal Procedure History:86703-postPregnancy:0.070
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.066
Maternal Lab History: 3 HOUR-postPregnancy:0.065
Maternal Lab History: HERPES I IgG-postPregnancy:-0.064
Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.063
Number of Visits | coef -0.002 95% CI: [-0.006 , 0.002] | OR_adj 0.998 [0.994 1.002] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.516
Correlated most with:
Number of Visits:1.000
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.306
Diagnosis:9ccs92:Otitis media:0.296
Diagnosis:9ccs155:Other GI dx:0.246
Diagnosis:9ccs255:Social admin:0.240
Diagnosis:9ccs257:Ot aftercare:0.231
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs135:Intest infct:0.206
Diagnosis:9ccs128:Asthma:0.184
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.002 95% CI: [-0.002 , 0.006] | OR_adj 1.002 [0.998 1.006] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.454
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.695
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.695
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.654
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.635
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.350
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350
Vital: Wt for Length ZScore-avg0to1 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.555
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Diagnosis:9ccs219:Low birth wt:-0.096
Newborn Diagnosis:9ccs219:Low birth wt:-0.095
Maternal Diagnosis:9ccs184:Early labor:-0.091
Diagnosis:10ccs58:Ot nutrit dx:0.069
Diagnosis:9ccs222:Perint jaund:-0.067
Newborn Diagnosis:9ccs224:Ot perint dx:0.064
Maternal Lab History: PAPP-A-postPregnancy:-0.063
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.063
Diagnosis:9ccs2603:E Codes: Fall:0.062
* Vital: Wt-gain3to7 | coef -0.001 95% CI: [-0.003 , 0.001] | OR_adj 0.999 [0.997 1.001] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.577
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.091
Maternal Lab History: FIBRINOGEN-postPregnancy:0.084
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.083
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.082
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.077
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.077
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.076
Diagnosis:9ccs92:Otitis media:0.074
* Vital: Wt-gain0to24 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.748
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.100
Maternal Lab History: 1 HOUR-otherPregnancy:0.093
Maternal Lab History: 2 HOUR-postPregnancy:0.091
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.076
Maternal Lab History: 2 HOUR-otherPregnancy:0.072
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.068
Vital: Ht-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.530
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.088
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.080
Maternal Procedure History:86580-postPregnancy:-0.073
Diagnosis:9ccs240:Burns:-0.071
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.069
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.069
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.069
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.517
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151
* Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.754
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.101
Diagnosis:9ccs126:Ot up rsp in:0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.082
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.076
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.072
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Diagnosis:9ccs48:Thyroid dsor:-0.071
Diagnosis:9ccs259:Unclassified:-0.067
Vital : 0.653323192171
Census : 0.0137460239711
Number of Visits : -0.00226730708119
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_index_min_5_full
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_results_min_5_full
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_models_min_5_full.pkl
-----------------------------------------------------
girls min_5 full randomforest
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.891, R^2 test: 0.193
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.835, R^2 test: 0.221
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.696, R^2 test: 0.234
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.631, R^2 test: 0.239
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.908, Explained Variance Score Train: 0.631
AUC Validation: 0.716, Explained Variance Score Validation: 0.203
AUC Test: 0.765, Explained Variance Score Test: 0.239
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.887, R^2 test: 0.230
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.825, R^2 test: 0.232
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.670, R^2 test: 0.249
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.608, R^2 test: 0.256
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.970, Explained Variance Score Train: 0.609
AUC Validation: 0.865, Explained Variance Score Validation: 0.319
AUC Test: 0.808, Explained Variance Score Test: 0.266
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.197
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.862, R^2 test: 0.203
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.729, R^2 test: 0.219
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.658, R^2 test: 0.216
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.963, Explained Variance Score Train: 0.729
AUC Validation: 0.763, Explained Variance Score Validation: 0.241
AUC Test: 0.738, Explained Variance Score Test: 0.219
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.223
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.799, R^2 test: 0.242
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.625, R^2 test: 0.264
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.555, R^2 test: 0.266
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.932, Explained Variance Score Train: 0.555
AUC Validation: 0.647, Explained Variance Score Validation: 0.196
AUC Test: 0.778, Explained Variance Score Test: 0.266
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.888, R^2 test: 0.259
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.257
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.704, R^2 test: 0.279
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.634, R^2 test: 0.286
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.940, Explained Variance Score Train: 0.634
AUC Validation: 0.824, Explained Variance Score Validation: 0.417
AUC Test: 0.790, Explained Variance Score Test: 0.286
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.142
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.840, R^2 test: 0.186
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.684, R^2 test: 0.238
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.601, R^2 test: 0.254
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.962, Explained Variance Score Train: 0.601
AUC Validation: 0.753, Explained Variance Score Validation: 0.367
AUC Test: 0.783, Explained Variance Score Test: 0.261
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.908, R^2 test: 0.125
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.849, R^2 test: 0.124
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.708, R^2 test: 0.198
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.625, R^2 test: 0.216
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.950, Explained Variance Score Train: 0.625
AUC Validation: 0.853, Explained Variance Score Validation: 0.262
AUC Test: 0.803, Explained Variance Score Test: 0.218
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.160
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.845, R^2 test: 0.176
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.693, R^2 test: 0.223
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.610, R^2 test: 0.234
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.956, Explained Variance Score Train: 0.610
AUC Validation: 0.814, Explained Variance Score Validation: 0.284
AUC Test: 0.756, Explained Variance Score Test: 0.235
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.918, R^2 test: 0.185
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.874, R^2 test: 0.203
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.749, R^2 test: 0.216
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.681, R^2 test: 0.227
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.943, Explained Variance Score Train: 0.681
AUC Validation: 0.823, Explained Variance Score Validation: 0.366
AUC Test: 0.759, Explained Variance Score Test: 0.227
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.881, R^2 test: 0.233
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.811, R^2 test: 0.221
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.654, R^2 test: 0.292
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.583, R^2 test: 0.292
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.957, Explained Variance Score Train: 0.654
AUC Validation: 0.862, Explained Variance Score Validation: 0.363
AUC Test: 0.811, Explained Variance Score Test: 0.292
total variables 860 and total subjects: 1698
->AUC validation: 0.792 95% CI: [0.750 , 0.834]
->AUC test: 0.779 95% CI: [0.765 , 0.794]
->Explained Variance (R2) validation: 0.302 95% CI: [0.257 , 0.346]
->Explained Variance (R2) test: 0.251 95% CI: [0.235 , 0.267]
Test set metrics:
@threshold:2.076, sens:0.000, spec:1.000, ppv:0.000, acc:0.823, f1:0.000, total+:0, total-:339
@threshold:1.076, sens:0.000, spec:1.000, ppv:0.000, acc:0.823, f1:0.000, total+:0, total-:339
@threshold:1.043, sens:0.000, spec:0.996, ppv:0.000, acc:0.820, f1:0.000, total+:1, total-:338
@threshold:1.033, sens:0.017, spec:0.996, ppv:0.500, acc:0.823, f1:0.032, total+:2, total-:337
@threshold:0.961, sens:0.067, spec:0.993, ppv:0.667, acc:0.829, f1:0.121, total+:6, total-:333
@threshold:0.955, sens:0.083, spec:0.993, ppv:0.714, acc:0.832, f1:0.149, total+:7, total-:332
@threshold:0.953, sens:0.083, spec:0.989, ppv:0.625, acc:0.829, f1:0.147, total+:8, total-:331
@threshold:0.901, sens:0.100, spec:0.982, ppv:0.545, acc:0.826, f1:0.169, total+:11, total-:328
@threshold:0.859, sens:0.150, spec:0.978, ppv:0.600, acc:0.832, f1:0.240, total+:15, total-:324
@threshold:0.843, sens:0.167, spec:0.971, ppv:0.556, acc:0.829, f1:0.256, total+:18, total-:321
@threshold:0.791, sens:0.183, spec:0.968, ppv:0.550, acc:0.829, f1:0.275, total+:20, total-:319
@threshold:0.781, sens:0.200, spec:0.968, ppv:0.571, acc:0.832, f1:0.296, total+:21, total-:318
@threshold:0.758, sens:0.200, spec:0.964, ppv:0.545, acc:0.829, f1:0.293, total+:22, total-:317
@threshold:0.755, sens:0.217, spec:0.964, ppv:0.565, acc:0.832, f1:0.313, total+:23, total-:316
@threshold:0.754, sens:0.217, spec:0.961, ppv:0.542, acc:0.829, f1:0.310, total+:24, total-:315
@threshold:0.747, sens:0.233, spec:0.953, ppv:0.519, acc:0.826, f1:0.322, total+:27, total-:312
@threshold:0.746, sens:0.233, spec:0.950, ppv:0.500, acc:0.823, f1:0.318, total+:28, total-:311
@threshold:0.733, sens:0.250, spec:0.950, ppv:0.517, acc:0.826, f1:0.337, total+:29, total-:310
@threshold:0.713, sens:0.267, spec:0.946, ppv:0.516, acc:0.826, f1:0.352, total+:31, total-:308
@threshold:0.695, sens:0.283, spec:0.946, ppv:0.531, acc:0.829, f1:0.370, total+:32, total-:307
@threshold:0.657, sens:0.283, spec:0.943, ppv:0.515, acc:0.826, f1:0.366, total+:33, total-:306
@threshold:0.574, sens:0.300, spec:0.921, ppv:0.450, acc:0.811, f1:0.360, total+:40, total-:299
@threshold:0.549, sens:0.333, spec:0.918, ppv:0.465, acc:0.814, f1:0.388, total+:43, total-:296
@threshold:0.538, sens:0.350, spec:0.914, ppv:0.467, acc:0.814, f1:0.400, total+:45, total-:294
@threshold:0.534, sens:0.350, spec:0.910, ppv:0.457, acc:0.811, f1:0.396, total+:46, total-:293
@threshold:0.529, sens:0.367, spec:0.910, ppv:0.468, acc:0.814, f1:0.411, total+:47, total-:292
@threshold:0.526, sens:0.367, spec:0.907, ppv:0.458, acc:0.811, f1:0.407, total+:48, total-:291
@threshold:0.519, sens:0.383, spec:0.903, ppv:0.460, acc:0.811, f1:0.418, total+:50, total-:289
@threshold:0.516, sens:0.383, spec:0.900, ppv:0.451, acc:0.808, f1:0.414, total+:51, total-:288
@threshold:0.506, sens:0.400, spec:0.900, ppv:0.462, acc:0.811, f1:0.429, total+:52, total-:287
@threshold:0.502, sens:0.400, spec:0.896, ppv:0.453, acc:0.808, f1:0.425, total+:53, total-:286
@threshold:0.484, sens:0.417, spec:0.892, ppv:0.455, acc:0.808, f1:0.435, total+:55, total-:284
@threshold:0.480, sens:0.417, spec:0.889, ppv:0.446, acc:0.805, f1:0.431, total+:56, total-:283
@threshold:0.468, sens:0.433, spec:0.882, ppv:0.441, acc:0.802, f1:0.437, total+:59, total-:280
@threshold:0.462, sens:0.450, spec:0.878, ppv:0.443, acc:0.802, f1:0.446, total+:61, total-:278
@threshold:0.423, sens:0.467, spec:0.853, ppv:0.406, acc:0.785, f1:0.434, total+:69, total-:270
@threshold:0.416, sens:0.467, spec:0.849, ppv:0.400, acc:0.782, f1:0.431, total+:70, total-:269
@threshold:0.401, sens:0.483, spec:0.849, ppv:0.408, acc:0.785, f1:0.443, total+:71, total-:268
@threshold:0.400, sens:0.483, spec:0.846, ppv:0.403, acc:0.782, f1:0.439, total+:72, total-:267
@threshold:0.397, sens:0.500, spec:0.846, ppv:0.411, acc:0.785, f1:0.451, total+:73, total-:266
@threshold:0.383, sens:0.517, spec:0.842, ppv:0.413, acc:0.785, f1:0.459, total+:75, total-:264
@threshold:0.338, sens:0.533, spec:0.821, ppv:0.390, acc:0.770, f1:0.451, total+:82, total-:257
@threshold:0.337, sens:0.533, spec:0.817, ppv:0.386, acc:0.767, f1:0.448, total+:83, total-:256
@threshold:0.329, sens:0.550, spec:0.806, ppv:0.379, acc:0.761, f1:0.449, total+:87, total-:252
@threshold:0.328, sens:0.550, spec:0.803, ppv:0.375, acc:0.758, f1:0.446, total+:88, total-:251
@threshold:0.321, sens:0.567, spec:0.803, ppv:0.382, acc:0.761, f1:0.456, total+:89, total-:250
@threshold:0.320, sens:0.567, spec:0.799, ppv:0.378, acc:0.758, f1:0.453, total+:90, total-:249
@threshold:0.294, sens:0.583, spec:0.789, ppv:0.372, acc:0.752, f1:0.455, total+:94, total-:245
@threshold:0.285, sens:0.583, spec:0.785, ppv:0.368, acc:0.749, f1:0.452, total+:95, total-:244
@threshold:0.276, sens:0.600, spec:0.785, ppv:0.375, acc:0.752, f1:0.462, total+:96, total-:243
@threshold:0.274, sens:0.600, spec:0.781, ppv:0.371, acc:0.749, f1:0.459, total+:97, total-:242
@threshold:0.274, sens:0.617, spec:0.781, ppv:0.378, acc:0.752, f1:0.468, total+:98, total-:241
@threshold:0.274, sens:0.617, spec:0.778, ppv:0.374, acc:0.749, f1:0.465, total+:99, total-:240
@threshold:0.264, sens:0.633, spec:0.778, ppv:0.380, acc:0.752, f1:0.475, total+:100, total-:239
@threshold:0.251, sens:0.633, spec:0.774, ppv:0.376, acc:0.749, f1:0.472, total+:101, total-:238
@threshold:0.225, sens:0.650, spec:0.774, ppv:0.382, acc:0.752, f1:0.481, total+:102, total-:237
@threshold:0.219, sens:0.650, spec:0.771, ppv:0.379, acc:0.749, f1:0.479, total+:103, total-:236
@threshold:0.205, sens:0.667, spec:0.760, ppv:0.374, acc:0.743, f1:0.479, total+:107, total-:232
@threshold:0.203, sens:0.667, spec:0.756, ppv:0.370, acc:0.740, f1:0.476, total+:108, total-:231
@threshold:0.202, sens:0.683, spec:0.756, ppv:0.376, acc:0.743, f1:0.485, total+:109, total-:230
@threshold:0.198, sens:0.683, spec:0.753, ppv:0.373, acc:0.740, f1:0.482, total+:110, total-:229
@threshold:0.077, sens:0.700, spec:0.656, ppv:0.304, acc:0.664, f1:0.424, total+:138, total-:201
@threshold:0.069, sens:0.717, spec:0.652, ppv:0.307, acc:0.664, f1:0.430, total+:140, total-:199
@threshold:0.062, sens:0.733, spec:0.642, ppv:0.306, acc:0.658, f1:0.431, total+:144, total-:195
@threshold:0.055, sens:0.733, spec:0.638, ppv:0.303, acc:0.655, f1:0.429, total+:145, total-:194
@threshold:0.048, sens:0.750, spec:0.631, ppv:0.304, acc:0.652, f1:0.433, total+:148, total-:191
@threshold:0.036, sens:0.750, spec:0.627, ppv:0.302, acc:0.649, f1:0.431, total+:149, total-:190
@threshold:-0.038, sens:0.767, spec:0.552, ppv:0.269, acc:0.590, f1:0.398, total+:171, total-:168
@threshold:-0.038, sens:0.767, spec:0.548, ppv:0.267, acc:0.587, f1:0.397, total+:172, total-:167
@threshold:-0.051, sens:0.783, spec:0.520, ppv:0.260, acc:0.566, f1:0.390, total+:181, total-:158
@threshold:-0.051, sens:0.783, spec:0.516, ppv:0.258, acc:0.563, f1:0.388, total+:182, total-:157
@threshold:-0.063, sens:0.800, spec:0.505, ppv:0.258, acc:0.558, f1:0.390, total+:186, total-:153
@threshold:-0.068, sens:0.833, spec:0.502, ppv:0.265, acc:0.560, f1:0.402, total+:189, total-:150
@threshold:-0.104, sens:0.850, spec:0.455, ppv:0.251, acc:0.525, f1:0.388, total+:203, total-:136
@threshold:-0.106, sens:0.850, spec:0.452, ppv:0.250, acc:0.522, f1:0.386, total+:204, total-:135
@threshold:-0.147, sens:0.867, spec:0.427, ppv:0.245, acc:0.504, f1:0.382, total+:212, total-:127
@threshold:-0.149, sens:0.867, spec:0.423, ppv:0.244, acc:0.501, f1:0.381, total+:213, total-:126
@threshold:-0.248, sens:0.883, spec:0.351, ppv:0.226, acc:0.445, f1:0.361, total+:234, total-:105
@threshold:-0.251, sens:0.883, spec:0.348, ppv:0.226, acc:0.442, f1:0.359, total+:235, total-:104
@threshold:-0.269, sens:0.900, spec:0.337, ppv:0.226, acc:0.437, f1:0.361, total+:239, total-:100
@threshold:-0.298, sens:0.900, spec:0.333, ppv:0.225, acc:0.434, f1:0.360, total+:240, total-:99
@threshold:-0.361, sens:0.917, spec:0.283, ppv:0.216, acc:0.395, f1:0.349, total+:255, total-:84
@threshold:-0.361, sens:0.917, spec:0.280, ppv:0.215, acc:0.392, f1:0.348, total+:256, total-:83
@threshold:-0.387, sens:0.933, spec:0.258, ppv:0.213, acc:0.378, f1:0.347, total+:263, total-:76
@threshold:-0.388, sens:0.933, spec:0.254, ppv:0.212, acc:0.375, f1:0.346, total+:264, total-:75
@threshold:-0.421, sens:0.950, spec:0.222, ppv:0.208, acc:0.351, f1:0.341, total+:274, total-:65
@threshold:-0.427, sens:0.950, spec:0.219, ppv:0.207, acc:0.348, f1:0.340, total+:275, total-:64
@threshold:-0.498, sens:0.967, spec:0.179, ppv:0.202, acc:0.319, f1:0.334, total+:287, total-:52
@threshold:-0.511, sens:0.967, spec:0.176, ppv:0.201, acc:0.316, f1:0.333, total+:288, total-:51
@threshold:-0.699, sens:0.983, spec:0.036, ppv:0.180, acc:0.204, f1:0.304, total+:328, total-:11
@threshold:-0.700, sens:0.983, spec:0.032, ppv:0.179, acc:0.201, f1:0.303, total+:329, total-:10
@threshold:-0.885, sens:1.000, spec:0.004, ppv:0.178, acc:0.180, f1:0.302, total+:338, total-:1
* Vital: BMI-latest | coef 0.113 95% CI: [0.055 , 0.171] | OR_adj 1.120 [1.057 1.187] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.760
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.107
Maternal Lab History: 2 HOUR-postPregnancy:0.100
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.093
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.086
Maternal Procedure History:99211-otherPregnancy:0.080
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.078
Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Lab History: 3 HOUR-otherPregnancy:0.075
Maternal Lab History: CHLORIDE-otherPregnancy:0.073
* Vital: BMI-avg19to24 | coef 0.062 95% CI: [0.003 , 0.122] | OR_adj 1.064 [1.003 1.130] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.750
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.083
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.077
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.077
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.077
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.074
* Vital: Wt for Length ZScore-gain0to24 | coef 0.053 95% CI: [0.032 , 0.073] | OR_adj 1.054 [1.033 1.076] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.766
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.101
Diagnosis:9ccs126:Ot up rsp in:0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.082
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.076
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.072
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Diagnosis:9ccs48:Thyroid dsor:-0.071
Diagnosis:9ccs259:Unclassified:-0.067
* Vital: Wt for Length ZScore-latest | coef 0.052 95% CI: [0.031 , 0.072] | OR_adj 1.053 [1.032 1.075] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.766
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.101
Diagnosis:9ccs126:Ot up rsp in:0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.082
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.076
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.072
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Diagnosis:9ccs48:Thyroid dsor:-0.071
Diagnosis:9ccs259:Unclassified:-0.067
* Vital: Wt-latest | coef 0.028 95% CI: [0.019 , 0.038] | OR_adj 1.029 [1.019 1.039] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.742
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.281
Diagnosis:9ccs10:Immuniz/scrn:0.260
Number of Visits:0.240
Diagnosis:9ccs92:Otitis media:0.212
Diagnosis:9ccs7:Viral infect:0.178
Diagnosis:9ccs257:Ot aftercare:0.155
Diagnosis:9ccs135:Intest infct:0.138
Diagnosis:9ccs90:Eye infectn:0.129
Maternal Procedure History:36415-otherPregnancy:-0.110
Diagnosis:9ccs125:Bronchitis:0.109
* Vital: BMI-avg16to19 | coef 0.025 95% CI: [0.014 , 0.037] | OR_adj 1.026 [1.014 1.037] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.764
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Procedure History:J1055-postPregnancy:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.080
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.073
Maternal Lab History: 2 HOUR-postPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs133:Oth low resp:-0.070
Diagnosis:9ccs48:Thyroid dsor:-0.069
Maternal Diagnosis:9ccs106:Dysrhythmia:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
* Vital: BMI-gain0to24 | coef 0.025 95% CI: [0.012 , 0.037] | OR_adj 1.025 [1.012 1.038] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.757
Correlated most with:
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085
Diagnosis:9ccs259:Unclassified:-0.084
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.079
Maternal Lab History: CHLORIDE-otherPregnancy:0.073
Maternal Procedure History:99211-otherPregnancy:0.071
* Vital: Wt for Len Percentile-avg19to24 | coef 0.021 95% CI: [0.006 , 0.035] | OR_adj 1.021 [1.006 1.036] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.739
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.081
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
* Vital: Wt-avg16to19 | coef 0.018 95% CI: [0.005 , 0.032] | OR_adj 1.018 [1.005 1.032] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.741
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.081
Maternal Lab History: 2 HOUR-postPregnancy:0.070
Diagnosis:9ccs48:Thyroid dsor:-0.070
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Diagnosis:9ccs182:Hemorr preg:-0.064
Diagnosis:9ccs128:Asthma:0.064
Lab:297262 HEMOGLOBIN (HEMOCUE):0.064
* Vital: Wt for Len Percentile-latest | coef 0.016 95% CI: [0.007 , 0.026] | OR_adj 1.016 [1.007 1.026] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.745
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.094
Diagnosis:9ccs48:Thyroid dsor:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs259:Unclassified:-0.073
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Maternal Lab History: 1 HOUR-otherPregnancy:0.067
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.065
* Vital: Wt for Length ZScore-avg19to24 | coef 0.015 95% CI: [0.010 , 0.021] | OR_adj 1.016 [1.010 1.021] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.736
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.091
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.091
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.085
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.079
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.079
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.079
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.072
* Vital: Wt for Len Percentile-gain0to24 | coef 0.015 95% CI: [0.005 , 0.025] | OR_adj 1.015 [1.005 1.025] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.740
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.085
Diagnosis:9ccs259:Unclassified:-0.084
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.067
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.065
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.065
* Vital: Wt Percentile-latest | coef 0.014 95% CI: [0.003 , 0.025] | OR_adj 1.014 [1.003 1.025] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.664
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Diagnosis:9ccs48:Thyroid dsor:-0.087
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.082
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.080
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.070
Diagnosis:9ccs89:Blindness:0.066
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.066
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.066
* Vital: Wt for Length ZScore-avg13to16 | coef 0.014 95% CI: [0.004 , 0.023] | OR_adj 1.014 [1.004 1.023] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.724
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs185:Long pregncy:0.087
Diagnosis:9ccs125:Bronchitis:0.076
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.075
Diagnosis:9ccs48:Thyroid dsor:-0.070
Maternal Lab History: INHMOM-otherPregnancy:-0.069
Maternal Lab History: MPV-postPregnancy:0.068
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.066
Diagnosis:9ccs242:Poisn ot med:0.065
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.063
* Vital: Wt for Len Percentile-avg13to16 | coef 0.013 95% CI: [0.001 , 0.026] | OR_adj 1.013 [1.001 1.026] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.712
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Diagnosis:9ccs125:Bronchitis:0.082
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.072
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.071
Diagnosis:9ccs48:Thyroid dsor:-0.071
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.068
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.067
Maternal Lab History: MPV-postPregnancy:0.066
Maternal Lab History: INHMOM-otherPregnancy:-0.063
Number of Visits | coef 0.012 95% CI: [0.007 , 0.018] | OR_adj 1.012 [1.007 1.018] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.498
Correlated most with:
Number of Visits:1.000
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.306
Diagnosis:9ccs92:Otitis media:0.296
Diagnosis:9ccs155:Other GI dx:0.246
Diagnosis:9ccs255:Social admin:0.240
Diagnosis:9ccs257:Ot aftercare:0.231
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs135:Intest infct:0.206
Diagnosis:9ccs128:Asthma:0.184
* Vital: Wt-avg19to24 | coef 0.011 95% CI: [0.003 , 0.019] | OR_adj 1.011 [1.003 1.019] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.744
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.098
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 1 HOUR-otherPregnancy:0.092
Maternal Lab History: 2 HOUR-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: 2 HOUR-otherPregnancy:0.071
Lab:297262 HEMOGLOBIN (HEMOCUE):0.066
* Vital: Wt-avg13to16 | coef 0.011 95% CI: [0.005 , 0.016] | OR_adj 1.011 [1.005 1.016] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.697
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.095
Maternal Lab History: 1 HOUR-otherPregnancy:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Diagnosis:9ccs242:Poisn ot med:0.085
Maternal Lab History: 2 HOUR-otherPregnancy:0.079
Maternal Lab History: 2 HOUR-postPregnancy:0.074
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.073
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.070
Maternal Lab History: MPV-postPregnancy:0.070
* Vital: Wt for Length ZScore-avg16to19 | coef 0.010 95% CI: [0.005 , 0.016] | OR_adj 1.010 [1.005 1.016] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.763
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082
Maternal Procedure History:J1055-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.076
Maternal Diagnosis:9ccs163:Other GU dx:-0.076
Diagnosis:9ccs48:Thyroid dsor:-0.074
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Maternal Lab History: 2 HOUR-postPregnancy:0.069
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.068
Diagnosis:9ccs92:Otitis media:0.065
* Vital: Wt-postPregnancy | coef 0.010 95% CI: [-0.001 , 0.021] | OR_adj 1.010 [0.999 1.022] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.631
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.333
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.311
Maternal Lab History: WEIGHT-postPregnancy:0.281
Maternal Lab History: MCH-postPregnancy:-0.233
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.205
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.185
Maternal Lab History: WEIGHT-otherPregnancy:0.183
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.178
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.171
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.167
* Vital: Wt Change-avg19to24 | coef 0.010 95% CI: [0.001 , 0.019] | OR_adj 1.010 [1.001 1.019] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.533
Correlated most with:
Number of Visits:-0.161
Diagnosis:9ccs92:Otitis media:-0.142
Diagnosis:9ccs126:Ot up rsp in:-0.126
Maternal Procedure History:97014-postPregnancy:-0.105
Diagnosis:9ccs133:Oth low resp:-0.099
Maternal Lab History: PH-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:-0.085
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.084
Maternal Procedure History:96372-otherPregnancy:0.081
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.081
* Vital: Wt for Length Zscore-avg10to13 | coef 0.009 95% CI: [0.002 , 0.016] | OR_adj 1.009 [1.002 1.016] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.688
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.079
Newborn Diagnosis:9ccs223:Birth trauma:0.073
Maternal Lab History: INHMOM-otherPregnancy:-0.072
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.070
Diagnosis:9ccs219:Low birth wt:-0.070
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069
Diagnosis:9ccs10:Immuniz/scrn:-0.067
Diagnosis:9ccs48:Thyroid dsor:-0.066
MatDeliveryAge | coef 0.009 95% CI: [0.006 , 0.011] | OR_adj 1.009 [1.006 1.011] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.583
Correlated most with:
MatDeliveryAge:1.000
Maternal Diagnosis:9ccs176:Contraceptiv:0.265
Maternal Diagnosis:9ccs186:DM in preg:0.211
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.188
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.185
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.177
Maternal Diagnosis:9ccs189:Prev c-sectn:0.175
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.151
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.147
Maternal Lab History: CREATININE-otherPregnancy:0.137
* Vital: Wt-gain0to24 | coef 0.008 95% CI: [0.006 , 0.011] | OR_adj 1.009 [1.006 1.011] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.745
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.100
Maternal Lab History: 1 HOUR-otherPregnancy:0.093
Maternal Lab History: 2 HOUR-postPregnancy:0.091
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.076
Maternal Lab History: 2 HOUR-otherPregnancy:0.072
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.068
* Vital: BMI-avg13to16 | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.011] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.715
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086
Diagnosis:9ccs125:Bronchitis:0.085
Maternal Lab History: 3 HOUR-otherPregnancy:0.070
Maternal Lab History: MCH-otherPregnancy:-0.069
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.068
Diagnosis:9ccs153:GI hemorrhag:-0.068
Diagnosis:9ccs242:Poisn ot med:0.067
Maternal Lab History: 2 HOUR-otherPregnancy:0.065
* Vital: Wt Percentile-avg16to19 | coef 0.007 95% CI: [-0.001 , 0.015] | OR_adj 1.007 [0.999 1.015] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.590
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106
Diagnosis:9ccs48:Thyroid dsor:-0.085
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.080
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.077
Maternal Procedure History:90746-postPregnancy:-0.073
Diagnosis:9ccs208:Acq foot def:0.072
Diagnosis:9ccs205:Back problem:-0.071
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.069
Maternal Diagnosis:9ccs182:Hemorr preg:-0.068
* Vital: Wt Change-latest | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.560
Correlated most with:
Number of Visits:-0.166
Diagnosis:9ccs126:Ot up rsp in:-0.138
Diagnosis:9ccs92:Otitis media:-0.120
Diagnosis:9ccs125:Bronchitis:-0.110
Maternal Procedure History:90746-postPregnancy:-0.099
Diagnosis:9ccs133:Oth low resp:-0.082
Newborn Diagnosis:9ccs0:No DX:0.081
Diagnosis:9ccs135:Intest infct:-0.079
Diagnosis:9ccs257:Ot aftercare:-0.078
Maternal Procedure History:96372-otherPregnancy:0.073
* Vital: BMI-avg10to13 | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.006 [1.003 1.010] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.678
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.091
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.080
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.074
Diagnosis:9ccs242:Poisn ot med:0.072
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.071
Newborn Diagnosis:9ccs223:Birth trauma:0.071
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.070
Maternal Lab History: VLDL-postPregnancy:0.070
Maternal Lab History: INHMOM-otherPregnancy:-0.069
* Vital: BMI-gain0to3 | coef 0.006 95% CI: [-0.002 , 0.015] | OR_adj 1.006 [0.998 1.015] | occ: 1391 | OR_unadj: 1.452 [1.110 1.899] | indivs AUC:0.625
Correlated most with:
Number of Visits:0.125
Diagnosis:9ccs126:Ot up rsp in:0.116
Maternal Diagnosis:9ccs184:Early labor:0.084
Diagnosis:9ccs92:Otitis media:0.082
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.076
Maternal Lab History: HERPES II IgG-otherPregnancy:0.070
Diagnosis:9ccs128:Asthma:0.069
Newborn Diagnosis:9ccs256:Exam/eval:0.068
Diagnosis:9ccs122:Pneumonia:0.068
Maternal Lab History: INR-otherPregnancy:-0.067
* Vital: Wt for Len Percentile-avg16to19 | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.006 [1.003 1.010] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.763
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs163:Other GU dx:-0.084
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.081
Maternal Procedure History:J1055-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.073
Diagnosis:9ccs234:Crush injury:0.072
Maternal Lab History: PH-otherPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs92:Otitis media:0.068
* Vital: Wt Change-avg16to19 | coef 0.006 95% CI: [-0.001 , 0.012] | OR_adj 1.006 [0.999 1.012] | occ: 712 | OR_unadj: 1.794 [1.198 2.685] | indivs AUC:0.552
Correlated most with:
Number of Visits:-0.152
Diagnosis:9ccs90:Eye infectn:-0.120
Diagnosis:9ccs257:Ot aftercare:-0.120
Diagnosis:9ccs10:Immuniz/scrn:-0.119
Diagnosis:9ccs135:Intest infct:-0.119
Diagnosis:9ccs126:Ot up rsp in:-0.116
Diagnosis:9ccs92:Otitis media:-0.111
Diagnosis:9ccs242:Poisn ot med:-0.100
Diagnosis:9ccs7:Viral infect:-0.099
Diagnosis:9ccs133:Oth low resp:-0.093
* Vital: Wt for Length ZScore-avg5to7 | coef 0.006 95% CI: [0.000 , 0.011] | OR_adj 1.006 [1.000 1.011] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.646
Correlated most with:
Diagnosis:9ccs238:Complic proc:-0.091
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.086
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.077
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.075
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.073
Maternal Lab History: ANION GAP-otherPregnancy:-0.065
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.061
Maternal Lab History: LDL-postPregnancy:0.061
Maternal Diagnosis:9ccs185:Long pregncy:0.061
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.060
* Vital: BMI-avg3to5 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.671
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.104
Maternal Lab History: INHMOM-postPregnancy:0.101
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.093
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.085
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.084
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.080
Maternal Lab History: INHMOM-otherPregnancy:-0.079
Maternal Lab History: VLDL-postPregnancy:0.079
Maternal Lab History: AST (SGOT)-postPregnancy:0.078
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.076
Vital: Wt for Len Percentile-gain5to10 | coef 0.005 95% CI: [0.001 , 0.010] | OR_adj 1.005 [1.001 1.010] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.532
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:0.105
Lab:292495 LEAD LEVEL - Sunrise:0.094
Maternal Diagnosis:9ccs184:Early labor:0.093
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.078
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077
Maternal Diagnosis:9ccs60:Acut p-h anm:0.073
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.070
Diagnosis:9ccs200:Oth skin dx:-0.069
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.065
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.064
* Vital: Wt-avg10to13 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.660
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.118
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.116
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.103
Newborn Diagnosis:9ccs219:Low birth wt:-0.094
Diagnosis:9ccs219:Low birth wt:-0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.074
Newborn Diagnosis:9ccs223:Birth trauma:0.074
Maternal Lab History: INHMOM-otherPregnancy:-0.072
Maternal Lab History: 2 HOUR-otherPregnancy:0.070
Newborn Diagnosis:9ccs215:gu cong anom:0.070
* Vital: Wt for Length ZScore-avg3to5 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.663
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106
Maternal Lab History: INHMOM-postPregnancy:0.089
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.085
Maternal Lab History: INHMOM-otherPregnancy:-0.084
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.078
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.078
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.077
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.074
Maternal Lab History: VLDL-postPregnancy:0.072
Maternal Lab History: AST (SGOT)-postPregnancy:0.070
Vital: BMI-gain10to16 | coef 0.005 95% CI: [-0.001 , 0.010] | OR_adj 1.005 [0.999 1.010] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.557
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.085
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.079
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.075
Maternal Lab History: FREE T-4-otherPregnancy:-0.068
Diagnosis:9ccs163:Other GU dx:-0.067
Maternal Procedure History:86580-postPregnancy:0.066
Diagnosis:9ccs92:Otitis media:0.065
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.063
Maternal Lab History: WEIGHT-otherPregnancy:0.061
Maternal Diagnosis:9ccs69:Affective dx:0.061
* Vital: Wt-avg3to5 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.616
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.220
Maternal Diagnosis:9ccs184:Early labor:-0.140
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Diagnosis:9ccs219:Low birth wt:-0.108
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.098
Maternal Diagnosis:9ccs128:Asthma:-0.094
Maternal Lab History: INHMOM-otherPregnancy:-0.091
Newborn Diagnosis:9ccs222:Perint jaund:-0.085
Newborn Diagnosis:9ccs221:Resp distres:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
* Vital: BMI-avg7to10 | coef 0.005 95% CI: [0.001 , 0.008] | OR_adj 1.005 [1.001 1.008] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.658
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.103
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Maternal Procedure History:81025-postPregnancy:0.084
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.080
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.076
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.076
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.073
Maternal Diagnosis:9ccs5:HIV infectn:0.071
Maternal Procedure History:J1055-postPregnancy:-0.069
Vital: Temp-latest | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.007] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccs154:Gastroent:-0.089
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.079
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.079
Maternal Lab History: INHMOM-postPregnancy:0.078
Maternal Lab History: AST-otherPregnancy:0.075
Maternal Diagnosis:9ccs181:Ot preg comp:0.070
Maternal Diagnosis:9ccs91:Other eye dx:0.069
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.069
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.069
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.066
* Vital: Wt for Length ZScore-gain13to19 | coef 0.004 95% CI: [-0.001 , 0.010] | OR_adj 1.004 [0.999 1.010] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.563
Correlated most with:
Newborn Diagnosis:9ccs223:Birth trauma:-0.077
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.071
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.067
Diagnosis:9ccs163:Other GU dx:-0.065
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.065
Newborn Diagnosis:9ccs222:Perint jaund:0.065
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.065
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.063
Diagnosis:9ccs240:Burns:-0.063
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.063
* Vital: Wt-avg5to7 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.602
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.190
Maternal Diagnosis:9ccs184:Early labor:-0.126
Diagnosis:9ccs238:Complic proc:-0.108
Newborn Diagnosis:9ccs221:Resp distres:-0.103
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Diagnosis:9ccs219:Low birth wt:-0.091
Newborn Diagnosis:9ccs253:Allergy:-0.072
Newborn Diagnosis:9ccs200:Oth skin dx:-0.071
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.070
Diagnosis:9ccs138:Esophgeal dx:-0.069
Vital: Wt Percentile-gain7to13 | coef 0.004 95% CI: [-0.000 , 0.009] | OR_adj 1.004 [1.000 1.009] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.525
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.092
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.079
Maternal Lab History: PAPP-A-postPregnancy:-0.073
Maternal Procedure History:36416-postPregnancy:0.072
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.072
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.068
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.068
Maternal Lab History: MONOCYTE-otherPregnancy:-0.066
Maternal Diagnosis:9ccs5:HIV infectn:-0.065
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.064
Vital: Ht-gain10to16 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.531
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.090
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.078
Maternal Lab History: WEIGHT-otherPregnancy:0.076
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.075
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.071
Maternal Lab History: FREE T-4-otherPregnancy:-0.068
Diagnosis:9ccs92:Otitis media:0.067
Maternal Procedure History:86580-postPregnancy:0.062
Maternal Diagnosis:9ccs69:Affective dx:0.061
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.061
* Vital: Wt-gain7to13 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.493
Correlated most with:
Maternal Procedure History:86580-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.070
Maternal Lab History: WBC-postPregnancy:-0.070
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.067
Diagnosis:9ccs10:Immuniz/scrn:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.062
Lab:292495 LEAD LEVEL - Sunrise:-0.061
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.060
Maternal Lab History: LDL-otherPregnancy:0.059
Maternal Diagnosis:9ccs155:Other GI dx:0.058
* Vital: Wt-gain5to10 | coef 0.004 95% CI: [-0.000 , 0.008] | OR_adj 1.004 [1.000 1.008] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.566
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:0.096
Maternal Diagnosis:9ccs149:Biliary dx:0.074
Maternal Lab History: MCV-otherPregnancy:-0.074
Number of Visits:0.069
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.067
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.066
Diagnosis:9ccs200:Oth skin dx:-0.066
Maternal Diagnosis:9ccs155:Other GI dx:-0.065
Newborn Diagnosis:9ccs94:Other ear dx:-0.065
Maternal Procedure History:81000-postPregnancy:0.064
* Vital: Wt-avg1to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1353 | OR_unadj: 1.405 [1.071 1.842] | indivs AUC:0.570
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.278
Maternal Diagnosis:9ccs184:Early labor:-0.237
Diagnosis:9ccs219:Low birth wt:-0.169
Maternal Diagnosis:9ccs185:Long pregncy:0.151
Newborn Diagnosis:9ccs256:Exam/eval:-0.136
Newborn Diagnosis:9ccs221:Resp distres:-0.113
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.099
Maternal Procedure History:86580-postPregnancy:-0.098
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.095
Diagnosis:9ccs143:Abdom hernia:-0.090
* Vital: Wt for Length ZScore-avg1to3 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.617
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.104
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.088
Maternal Lab History: URINE CULTURE-otherPregnancy:-0.083
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.083
Diagnosis:9ccs259:Unclassified:-0.078
Maternal Diagnosis:9ccs5:HIV infectn:0.078
Maternal Diagnosis:9ccs189:Prev c-sectn:0.074
Maternal Lab History: GFR Calculation-postPregnancy:0.069
Maternal Lab History: GFR in African American-postPregnancy:0.069
Newborn Diagnosis:9ccs221:Resp distres:-0.066
* Vital: BMI-avg1to3 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1340 | OR_unadj: 1.980 [1.513 2.590] | indivs AUC:0.642
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.141
Newborn Diagnosis:9ccs219:Low birth wt:-0.109
Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.071
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.070
Diagnosis:9ccs147:Anal/rectal:0.070
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.069
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.069
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.068
* Vital: Wt Percentile-avg10to13 | coef 0.004 95% CI: [-0.001 , 0.008] | OR_adj 1.004 [0.999 1.008] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.549
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.108
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082
Maternal Lab History: INHMOM-otherPregnancy:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Maternal Lab History: APF MoM-otherPregnancy:-0.076
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.074
Maternal Lab History: 1 HOUR-otherPregnancy:0.071
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.068
* Vital: BMI-avg0to1 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1326 | OR_unadj: 1.323 [1.012 1.730] | indivs AUC:0.565
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.237
Maternal Diagnosis:9ccs184:Early labor:-0.227
Diagnosis:9ccs219:Low birth wt:-0.162
Maternal Diagnosis:9ccs185:Long pregncy:0.156
Newborn Diagnosis:9ccs224:Ot perint dx:0.093
Maternal Lab History: PTT-otherPregnancy:-0.093
Newborn Diagnosis:9ccs221:Resp distres:-0.090
Newborn Diagnosis:9ccs253:Allergy:-0.090
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.087
Maternal Diagnosis:9ccs183:HTN in preg:-0.085
Vital: Wt for Length ZScore-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.482
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.093
Maternal Lab History: INHMOM-postPregnancy:-0.085
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.081
Maternal Diagnosis:9ccs98:HTN:-0.079
Maternal Procedure History:96372-otherPregnancy:-0.075
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.074
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.071
Maternal Diagnosis:9ccs184:Early labor:-0.067
Maternal Lab History: AST (SGOT)-postPregnancy:-0.067
Maternal Lab History: FIBRINOGEN-postPregnancy:0.066
Vital: Temp-avg19to24 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.466
Correlated most with:
Diagnosis:9ccs133:Oth low resp:-0.092
Maternal Lab History: INHMOM-postPregnancy:0.085
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.074
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.071
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.069
Diagnosis:9ccs154:Gastroent:-0.068
Diagnosis:9ccs92:Otitis media:0.066
Diagnosis:9ccs10:Immuniz/scrn:-0.065
Diagnosis:9ccs238:Complic proc:0.065
Maternal Lab History: ESTRIOL-postPregnancy:0.063
Vital: Temp-avg0to1 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.092
Maternal Procedure History:81025-postPregnancy:-0.065
Maternal Procedure History:J1055-postPregnancy:-0.065
Diagnosis:9ccs76:Meningitis:0.063
Diagnosis:9ccs216:Nerv cong an:0.063
Diagnosis:9ccs58:Ot nutrit dx:-0.063
Maternal Lab History: POLYS-postPregnancy:-0.061
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.061
Diagnosis:9ccs7:Viral infect:-0.061
Maternal Lab History: MCV-otherPregnancy:-0.060
Vital: Ht-latest | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.551
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.345
Diagnosis:9ccs126:Ot up rsp in:0.315
Number of Visits:0.273
Diagnosis:9ccs92:Otitis media:0.265
Diagnosis:9ccs7:Viral infect:0.206
Diagnosis:9ccs257:Ot aftercare:0.188
Diagnosis:9ccs135:Intest infct:0.156
Diagnosis:9ccs90:Eye infectn:0.148
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137
Vital: Wt for Length ZScore-gain3to7 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.568
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.109
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.086
Newborn Diagnosis:9ccs221:Resp distres:0.085
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.082
Maternal Procedure History:81025-otherPregnancy:-0.082
Maternal Lab History: GFR Calculation-postPregnancy:-0.081
Maternal Lab History: GFR in African American-postPregnancy:-0.081
Maternal Lab History: URINE CULTURE-otherPregnancy:0.072
Maternal Lab History: 2 HOUR-otherPregnancy:0.064
Maternal Procedure History:S9470-otherPregnancy:-0.064
Maternal Diagnosis:9ccs181:Ot preg comp | coef 0.003 95% CI: [0.000 , 0.007] | OR_adj 1.003 [1.000 1.007] | occ: 487 | OR_unadj: 1.286 [0.968 1.709] | indivs AUC:0.529
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.467
Maternal Diagnosis:9ccs59:Anemia:0.379
Maternal Diagnosis:9ccs128:Asthma:0.219
Maternal Diagnosis:9ccs60:Acut p-h anm:0.182
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.180
Maternal Diagnosis:9ccs7:Viral infect:0.144
Maternal Diagnosis:9ccs48:Thyroid dsor:0.139
Maternal Diagnosis:9ccs106:Dysrhythmia:0.128
Maternal Diagnosis:9ccs168:PID:0.128
* Vital: Wt-gain0to3 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1401 | OR_unadj: 1.349 [1.031 1.765] | indivs AUC:0.567
Correlated most with:
Number of Visits:0.145
Diagnosis:9ccs126:Ot up rsp in:0.121
Diagnosis:9ccs92:Otitis media:0.100
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.096
Diagnosis:9ccs10:Immuniz/scrn:0.083
Diagnosis:9ccs137:Mouth dx:0.071
Maternal Lab History: URINE SUGAR-postPregnancy:0.068
Maternal Lab History: HERPES II IgG-otherPregnancy:0.066
Diagnosis:9ccs128:Asthma:0.066
Diagnosis:9ccs122:Pneumonia:0.064
Vital: HC-latest | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.595
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.252
Diagnosis:9ccs10:Immuniz/scrn:0.246
Diagnosis:9ccs92:Otitis media:0.214
Diagnosis:9ccs257:Ot aftercare:0.211
Number of Visits:0.162
Diagnosis:9ccs7:Viral infect:0.160
Diagnosis:9ccs125:Bronchitis:0.152
Diagnosis:9ccs135:Intest infct:0.150
Diagnosis:9ccs90:Eye infectn:0.137
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.111
Vital: Temp-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.195
Diagnosis:9ccs255:Social admin:-0.173
Diagnosis:9ccs7:Viral infect:-0.111
Diagnosis:9ccs126:Ot up rsp in:-0.105
Diagnosis:9ccs74:Ot mentl cnd:-0.095
Diagnosis:9ccs217:Ot cong anom:-0.094
Diagnosis:9ccs257:Ot aftercare:-0.090
Number of Visits:-0.085
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.079
Diagnosis:9ccs197:Skin infectn:-0.074
Vital: Temp-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.568
Correlated most with:
Diagnosis:9ccs175:Ot femal gen:-0.199
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.199
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.146
Diagnosis:9ccs223:Birth trauma:-0.120
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.105
Diagnosis:9ccs247:Lymph enlarg:-0.090
Newborn Diagnosis:9ccs259:Unclassified:-0.079
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.079
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.079
Maternal Diagnosis:9ccs238:Complic proc:0.075
Vital: Wt for Length ZScore-gain16to24 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1432 | OR_unadj: 1.066 [0.815 1.393] | indivs AUC:0.557
Correlated most with:
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.085
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.072
Maternal Procedure History:81000-otherPregnancy:0.068
Maternal Lab History: MPV-postPregnancy:-0.065
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.062
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.061
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.058
Maternal Lab History: BILE ACIDS-otherPregnancy:0.057
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.056
Maternal Lab History: GAMMA GT-otherPregnancy:0.055
Vital: Ht-avg0to1 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.005] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.586
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.348
Maternal Diagnosis:9ccs184:Early labor:-0.342
Diagnosis:9ccs219:Low birth wt:-0.204
Newborn Diagnosis:9ccs221:Resp distres:-0.162
Maternal Diagnosis:9ccs185:Long pregncy:0.159
Newborn Diagnosis:9ccs222:Perint jaund:-0.135
Maternal Diagnosis:9ccs183:HTN in preg:-0.127
Newborn Diagnosis:9ccs256:Exam/eval:-0.126
Diagnosis:9ccs143:Abdom hernia:-0.112
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103
Vital: BMI-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.544
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.095
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.086
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.084
Maternal Lab History: FIBRINOGEN-postPregnancy:0.081
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.076
Maternal Procedure History:86580-postPregnancy:-0.072
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.071
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.071
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.071
Maternal Diagnosis:9ccs98:HTN:-0.069
Maternal Lab History: NEUTROPHILS-5P-postPregnancy | coef 0.003 95% CI: [-0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 490 | OR_unadj: 0.715 [0.479 1.067] | indivs AUC:0.458
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.853
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.766
Maternal Lab History: ABS LYMPH-postPregnancy:-0.588
Maternal Lab History: WBC-postPregnancy:0.474
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.419
Maternal Lab History: BASOPHIL-postPregnancy:-0.344
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.297
Maternal Lab History: RBC-postPregnancy:-0.290
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.248
Vital: Wt for Length ZScore-gain7to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: PROLACTIN-postPregnancy:-0.104
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.104
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.092
Lab:292495 LEAD LEVEL - Sunrise:0.089
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.082
Maternal Lab History: hCG MoM-postPregnancy:0.078
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.077
Maternal Lab History: GLOBULIN-otherPregnancy:-0.075
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.073
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.071
* Vital: Wt for Length ZScore-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.670
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.093
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076
Maternal Procedure History:81025-postPregnancy:0.074
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.073
Diagnosis:9ccs125:Bronchitis:0.072
Maternal Procedure History:90472-postPregnancy:0.071
Maternal Lab History: TP VOLUME-postPregnancy:-0.071
Maternal Procedure History:J1055-postPregnancy:-0.068
Diagnosis:9ccs217:Ot cong anom:-0.067
Vital: Wt-avg0to1 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.581
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.362
Maternal Diagnosis:9ccs184:Early labor:-0.355
Diagnosis:9ccs219:Low birth wt:-0.222
Maternal Diagnosis:9ccs185:Long pregncy:0.217
Newborn Diagnosis:9ccs221:Resp distres:-0.150
Newborn Diagnosis:9ccs256:Exam/eval:-0.139
Newborn Diagnosis:9ccs224:Ot perint dx:0.130
Maternal Diagnosis:9ccs183:HTN in preg:-0.125
Newborn Diagnosis:9ccs253:Allergy:-0.111
Newborn Diagnosis:9ccs222:Perint jaund:-0.107
* Vital: Ht-gain7to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.477
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:-0.090
Maternal Procedure History:86580-postPregnancy:-0.077
Maternal Procedure History:36416-postPregnancy:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.061
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.061
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.061
Diagnosis:9ccs10:Immuniz/scrn:-0.060
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.058
Maternal Lab History: LDL-otherPregnancy:0.058
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.057
Vital: Ht-gain0to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.484
Correlated most with:
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.108
Maternal Lab History: INR-otherPregnancy:-0.086
Diagnosis:9ccs10:Immuniz/scrn:0.076
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.074
Diagnosis:9ccs92:Otitis media:0.074
Maternal Diagnosis:9ccs7:Viral infect:-0.071
Maternal Lab History: WBC-postPregnancy:0.069
Maternal Lab History: 3 HOUR-postPregnancy:-0.068
Maternal Lab History: URINE SUGAR-postPregnancy:0.068
Vital: Wt-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.582
Correlated most with:
Number of Visits:0.085
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.071
Maternal Procedure History:86703-postPregnancy:-0.066
Maternal Diagnosis:9ccs46:Bnign ut neo:0.063
Maternal Lab History: AMYLASE-postPregnancy:-0.062
Diagnosis:9ccs7:Viral infect:0.062
Maternal Lab History: BILE ACIDS-otherPregnancy:0.061
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.060
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.060
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.060
Vital: Ht-avg5to7 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.463
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.219
Maternal Diagnosis:9ccs184:Early labor:-0.170
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.118
Newborn Diagnosis:9ccs221:Resp distres:-0.116
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Newborn Diagnosis:9ccs222:Perint jaund:-0.087
Maternal Diagnosis:9ccs259:Unclassified:-0.085
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085
Newborn Diagnosis:9ccs200:Oth skin dx:-0.084
Diagnosis:9ccs219:Low birth wt:-0.083
Vital: Ht-gain1to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.428
Correlated most with:
Number of Visits:0.115
Diagnosis:9ccs126:Ot up rsp in:0.103
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.095
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.085
Diagnosis:9ccs135:Intest infct:0.079
Diagnosis:9ccs154:Gastroent:-0.070
Maternal Procedure History:90472-postPregnancy:0.069
Diagnosis:9ccs239:Superfic inj:0.068
Diagnosis:9ccs257:Ot aftercare:0.067
Diagnosis:9ccs159:UTI:0.067
Vital: Wt for Len Percentile-gain7to13 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.483
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.070
Diagnosis:9ccs10:Immuniz/scrn:-0.067
Maternal Diagnosis:9ccs69:Affective dx:-0.064
Maternal Procedure History:86580-postPregnancy:-0.062
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.061
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.061
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.061
Maternal Procedure History:36416-postPregnancy:-0.059
Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.059
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.058
* Vital: BMI-gain16to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.474
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.074
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.069
Maternal Lab History: hCG MoM-postPregnancy:-0.069
Maternal Lab History: HERPES II IgG-postPregnancy:-0.069
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.062
Maternal Lab History: MUMPS IGG-postPregnancy:0.059
Diagnosis:9ccs4:Mycoses:-0.059
Maternal Lab History: HERPES I IgG-postPregnancy:-0.058
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.058
Vital: HC-gain1to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.469
Correlated most with:
Diagnosis:9ccs125:Bronchitis:0.091
Diagnosis:9ccs154:Gastroent:-0.089
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.082
Newborn Diagnosis:9ccs222:Perint jaund:0.077
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.076
Diagnosis:9ccs163:Other GU dx:0.076
Diagnosis:9ccs126:Ot up rsp in:0.075
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Lab History: APF MoM-otherPregnancy:-0.071
Number of Visits:0.071
* Vital: Wt-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.570
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.091
Maternal Lab History: FIBRINOGEN-postPregnancy:0.084
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.083
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.082
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.077
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.077
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.076
Diagnosis:9ccs92:Otitis media:0.074
Vital: Temp-avg1to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.561
Correlated most with:
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.105
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.101
Maternal Lab History: URIC ACID-otherPregnancy:0.083
Maternal Procedure History:36415-otherPregnancy:-0.077
Diagnosis:9ccs90:Eye infectn:-0.077
Diagnosis:9ccs7:Viral infect:-0.077
Maternal Lab History: MONOS-postPregnancy:0.072
Maternal Procedure History:99401-otherPregnancy:0.071
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.068
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068
* Vital: BMI-gain7to13 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.489
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:-0.083
Maternal Procedure History:86580-postPregnancy:-0.079
Diagnosis:9ccs10:Immuniz/scrn:-0.068
Maternal Procedure History:36416-postPregnancy:-0.066
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.064
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.064
Lab:292495 LEAD LEVEL - Sunrise:-0.059
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.058
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.057
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.056
Vital: HR-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.444
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.112
Diagnosis:9ccs217:Ot cong anom:0.083
Maternal Lab History: BUN-postPregnancy:-0.081
Maternal Lab History: PLATELET COUNT-postPregnancy:0.071
Newborn Diagnosis:9ccs256:Exam/eval:0.069
Number of Visits:-0.068
Diagnosis:9ccs47:Ot bnign neo:0.063
Diagnosis:9ccs122:Pneumonia:-0.063
Maternal Diagnosis:9ccs98:HTN:0.063
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.061
* Vital: Wt-avg7to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.647
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.094
Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.083
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.081
Diagnosis:9ccs238:Complic proc:-0.079
Diagnosis:9ccs125:Bronchitis:0.075
Maternal Diagnosis:9ccs182:Hemorr preg:-0.074
Vital: Ht-gain5to10 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.543
Correlated most with:
Number of Visits:0.080
Lab:292495 LEAD LEVEL - Sunrise:0.079
Maternal Procedure History:81000-postPregnancy:0.068
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.066
Maternal Diagnosis:9ccs98:HTN:0.066
Maternal Diagnosis:9ccs149:Biliary dx:0.065
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.064
Diagnosis:9ccs89:Blindness:0.064
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.063
Maternal Diagnosis:9ccs192:Umbil cord:-0.063
* Vital: Wt for Len Percentile-avg10to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.694
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.096
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Diagnosis:9ccs125:Bronchitis:0.079
Maternal Lab History: 1 HOUR-otherPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.074
Diagnosis:9ccs10:Immuniz/scrn:-0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.070
Maternal Lab History: 3 HOUR-otherPregnancy:0.068
* Vital: HC-avg16to19 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.580
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.096
Diagnosis:9ccs51:Ot endo dsor:-0.094
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.084
Maternal Procedure History:90649-postPregnancy:-0.081
Diagnosis:9ccs204:Ot joint dx:-0.075
Maternal Procedure History:90471-postPregnancy:-0.075
Maternal Diagnosis:9ccs172:Ovarian cyst:0.070
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.068
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.066
Vital: Wt for Length ZScore-gain1to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.601
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:0.133
Newborn Diagnosis:9ccs219:Low birth wt:0.111
Diagnosis:9ccs147:Anal/rectal:0.103
Diagnosis:9ccs219:Low birth wt:0.092
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.087
Maternal Diagnosis:9ccs185:Long pregncy:-0.086
Maternal Procedure History:81025-otherPregnancy:0.085
Maternal Lab History: GFR Calculation-postPregnancy:0.082
Maternal Lab History: GFR in African American-postPregnancy:0.082
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.077
Vital: HC-gain7to13 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.463
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.069
Maternal Diagnosis:9ccs238:Complic proc:-0.067
Diagnosis:9ccs251:Abdomnl pain:0.066
Maternal Procedure History:97140-postPregnancy:-0.065
Maternal Lab History: URINE CULTURE-postPregnancy:-0.065
Maternal Procedure History:36416-postPregnancy:-0.062
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.059
Maternal Procedure History:87880-postPregnancy:0.058
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.057
Maternal Procedure History:86580-postPregnancy:-0.055
Vital: Ht-gain13to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.551
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo:0.079
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.070
Maternal Diagnosis:9ccs172:Ovarian cyst:0.070
Number of Visits:0.066
Maternal Procedure History:86703-postPregnancy:-0.064
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.057
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.057
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.056
Maternal Lab History: BILE ACIDS-otherPregnancy:0.056
Maternal Lab History: GAMMA GT-otherPregnancy:0.055
* Vital: Wt-gain16to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.519
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.082
Maternal Lab History: hCG MoM-postPregnancy:-0.081
Maternal Lab History: HERPES II IgG-postPregnancy:-0.077
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.070
Maternal Procedure History:86703-postPregnancy:0.070
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.066
Maternal Lab History: 3 HOUR-postPregnancy:0.065
Maternal Lab History: HERPES I IgG-postPregnancy:-0.064
Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.063
Vital: Wt-gain10to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.584
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.069
Maternal Lab History: FREE T-4-otherPregnancy:-0.066
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.065
Maternal Procedure History:86580-postPregnancy:0.063
Diagnosis:9ccs96:Hrt valve dx:-0.063
Diagnosis:9ccs92:Otitis media:0.061
Newborn Diagnosis:9ccs215:gu cong anom:-0.061
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.059
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.059
Maternal Procedure History:97014-postPregnancy:-0.058
Vital: BMI-gain1to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1421 | OR_unadj: 1.007 [0.771 1.314] | indivs AUC:0.543
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.101
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.100
Number of Visits:0.090
Maternal Procedure History:90472-postPregnancy:0.078
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.072
Diagnosis:9ccs239:Superfic inj:0.070
Diagnosis:9ccs135:Intest infct:0.068
Diagnosis:9ccs154:Gastroent:-0.068
Diagnosis:9ccs217:Ot cong anom:0.065
Diagnosis:9ccs159:UTI:0.065
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.424
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.417
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.465
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.254
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.505
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.459
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.457
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.450
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.403
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.402
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.339
* Vital: BMI-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.639
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.099
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.090
Diagnosis:9ccs238:Complic proc:-0.089
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.081
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.074
Maternal Lab History: TP PERIOD-postPregnancy:0.073
Maternal Lab History: RDW-otherPregnancy:0.070
Newborn Diagnosis:9ccs219:Low birth wt:-0.067
Maternal Lab History: FIBRINOGEN-postPregnancy:0.065
Vital: Wt-gain1to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.520
Correlated most with:
Number of Visits:0.126
Diagnosis:9ccs126:Ot up rsp in:0.121
Diagnosis:9ccs7:Viral infect:0.096
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.086
Diagnosis:9ccs239:Superfic inj:0.084
Maternal Procedure History:90472-postPregnancy:0.080
Diagnosis:9ccs154:Gastroent:-0.075
Diagnosis:9ccs135:Intest infct:0.074
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.069
Diagnosis:9ccs159:UTI:0.068
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 994 | OR_unadj: 1.205 [0.891 1.630] | indivs AUC:0.512
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.458
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.457
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.448
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.403
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.402
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.341
* Vital: Wt for Len Percentile-avg7to10 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.674
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.074
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073
Maternal Procedure History:J1055-postPregnancy:-0.072
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.071
Diagnosis:9ccs125:Bronchitis:0.070
Maternal Diagnosis:9ccs163:Other GU dx:-0.067
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.065
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.065
Maternal Lab History: 1 HOUR-otherPregnancy:0.065
Maternal Diagnosis:9ccs10:Immuniz/scrn | coef 0.002 95% CI: [-0.001 , 0.005] | OR_adj 1.002 [0.999 1.005] | occ: 178 | OR_unadj: 1.268 [0.843 1.907] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.467
Maternal Diagnosis:9ccs259:Unclassified:0.100
Maternal Procedure History:90470-postPregnancy:0.076
Maternal Procedure History:90663-postPregnancy:0.076
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.073
Maternal Lab History: HERPES II IgG-postPregnancy:0.072
Maternal Lab History: IRON-postPregnancy:0.070
Diagnosis:9ccs204:Ot joint dx:0.068
Vital: HC-avg3to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.562
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.147
Newborn Diagnosis:9ccs219:Low birth wt:-0.133
Diagnosis:9ccs219:Low birth wt:-0.093
Newborn Diagnosis:9ccs94:Other ear dx:0.092
Maternal Procedure History:81000-postPregnancy:-0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.073
Maternal Diagnosis:9ccs185:Long pregncy:0.072
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072
Newborn Diagnosis:9ccs256:Exam/eval:-0.069
Vital: HC-gain13to19 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs128:Asthma:0.079
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.075
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.074
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.074
Newborn Diagnosis:9ccs223:Birth trauma:0.070
Maternal Diagnosis:9ccs46:Bnign ut neo:0.070
Maternal Diagnosis:9ccs172:Ovarian cyst:0.068
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.067
Maternal Lab History: URINE CULTURE-postPregnancy:-0.067
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.061
Vital: Wt for Length ZScore-gain10to16 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.074
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.070
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.068
Maternal Diagnosis:9ccs5:HIV infectn:-0.067
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.065
Maternal Lab History: PROLACTIN-postPregnancy:0.064
Diagnosis:9ccs113:Late eff CVD:0.063
Diagnosis:9ccs95:Oth nerv dx:0.059
Newborn Diagnosis:9ccs94:Other ear dx:0.059
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.058
Vital: Ht-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.506
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.303
Maternal Diagnosis:9ccs184:Early labor:-0.278
Diagnosis:9ccs219:Low birth wt:-0.175
Maternal Diagnosis:9ccs185:Long pregncy:0.151
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.129
Newborn Diagnosis:9ccs222:Perint jaund:-0.123
Maternal Diagnosis:9ccs5:HIV infectn:-0.122
Diagnosis:9ccs143:Abdom hernia:-0.119
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117
Maternal Diagnosis:9ccs183:HTN in preg:-0.115
Vital: BMI-gain5to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.482
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:0.095
Number of Visits:0.086
Maternal Diagnosis:9ccs149:Biliary dx:0.073
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.068
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.067
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.066
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.065
Maternal Lab History: MCV-otherPregnancy:-0.064
Maternal Procedure History:81000-postPregnancy:0.063
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.062
* Maternal Lab History: MCH-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 608 | OR_unadj: 0.593 [0.404 0.870] | indivs AUC:0.452
Correlated most with:
Maternal Lab History: MCH-postPregnancy:1.000
Maternal Lab History: MCV-postPregnancy:0.760
Maternal Lab History: RDW-postPregnancy:-0.597
Maternal Lab History: RBC-postPregnancy:-0.442
Maternal Lab History: MCH-otherPregnancy:0.430
Maternal Lab History: MCV-otherPregnancy:0.403
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.380
Maternal Lab History: RDW-otherPregnancy:-0.252
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.251
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.237
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.474
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249
Vital: Wt for Length ZScore-gain0to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.519
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Diagnosis:9ccs219:Low birth wt:-0.096
Newborn Diagnosis:9ccs219:Low birth wt:-0.095
Maternal Diagnosis:9ccs184:Early labor:-0.091
Diagnosis:10ccs58:Ot nutrit dx:0.069
Diagnosis:9ccs222:Perint jaund:-0.067
Newborn Diagnosis:9ccs224:Ot perint dx:0.064
Maternal Lab History: PAPP-A-postPregnancy:-0.063
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.063
Diagnosis:9ccs2603:E Codes: Fall:0.062
Vital: Wt for Length ZScore-avg0to1 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.519
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Diagnosis:9ccs219:Low birth wt:-0.096
Newborn Diagnosis:9ccs219:Low birth wt:-0.095
Maternal Diagnosis:9ccs184:Early labor:-0.091
Diagnosis:10ccs58:Ot nutrit dx:0.069
Diagnosis:9ccs222:Perint jaund:-0.067
Newborn Diagnosis:9ccs224:Ot perint dx:0.064
Maternal Lab History: PAPP-A-postPregnancy:-0.063
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.063
Diagnosis:9ccs2603:E Codes: Fall:0.062
Vital: Ht-gain16to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.483
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.076
Maternal Lab History: HERPES II IgG-postPregnancy:-0.074
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.074
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.072
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.068
Diagnosis:9ccs4:Mycoses:-0.065
Maternal Lab History: hCG MoM-postPregnancy:-0.062
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.060
Maternal Procedure History:J1055-postPregnancy:-0.059
Maternal Procedure History:90772-postPregnancy:-0.059
Vital: Wt for Len Percentile-gain16to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.433
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076
Maternal Lab History: hCG MoM-postPregnancy:-0.073
Diagnosis:9ccs61:Sickle cell:-0.068
Maternal Lab History: HERPES I IgG-postPregnancy:-0.067
Maternal Lab History: A/G-otherPregnancy:0.066
Diagnosis:9ccs234:Crush injury:-0.064
Maternal Diagnosis:9ccs189:Prev c-sectn:0.063
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.062
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.062
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.060
Vital: HC-gain0to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.518
Correlated most with:
Number of Visits:0.110
Maternal Lab History: INR-otherPregnancy:-0.090
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.074
Diagnosis:9ccs126:Ot up rsp in:0.073
Maternal Diagnosis:9ccs7:Viral infect:-0.072
Diagnosis:9ccs137:Mouth dx:0.072
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.069
Maternal Lab History: GLUCOSE-otherPregnancy:0.068
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.065
Maternal Lab History: HERPES II IgG-otherPregnancy:0.064
Vital: Temp-avg3to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.102
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.086
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.083
Maternal Lab History: Immunoglobulin E-postPregnancy:0.077
Maternal Procedure History:97014-postPregnancy:0.077
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.076
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.075
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.073
Maternal Lab History: AST-otherPregnancy:0.070
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.069
Vital: Temp-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.457
Correlated most with:
Diagnosis:9ccs94:Other ear dx:0.078
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.073
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.067
Maternal Diagnosis:9ccs61:Sickle cell:0.067
Diagnosis:9ccs123:Influenza:0.061
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.060
Diagnosis:9ccs234:Crush injury:0.060
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.059
Maternal Diagnosis:9ccs238:Complic proc:0.058
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.057
Vital: HC-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.219
Newborn Diagnosis:9ccs219:Low birth wt:-0.212
Maternal Lab History: FREE T-4-otherPregnancy:-0.130
Diagnosis:9ccs219:Low birth wt:-0.111
Maternal Diagnosis:9ccs185:Long pregncy:0.101
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.097
Newborn Diagnosis:9ccs256:Exam/eval:-0.090
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.085
Maternal Lab History: ALBUMIN-postPregnancy:0.082
Vital: BMI-gain13to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1431 | OR_unadj: 0.840 [0.643 1.097] | indivs AUC:0.526
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.075
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.066
Diagnosis:9ccs163:Other GU dx:0.065
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.065
Maternal Procedure History:86703-postPregnancy:-0.065
Maternal Lab History: BILE ACIDS-otherPregnancy:0.064
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.062
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.061
Maternal Lab History: GAMMA GT-otherPregnancy:0.058
Maternal Lab History: AST-postPregnancy:0.058
Vital: Temp-avg16to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.532
Correlated most with:
Diagnosis:9ccs255:Social admin:-0.143
Diagnosis:9ccs10:Immuniz/scrn:-0.132
Diagnosis:9ccs257:Ot aftercare:-0.106
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.102
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.102
Number of Visits:-0.100
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.097
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.097
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.094
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.094
Vital: Ht-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.513
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.129
Maternal Diagnosis:9ccs5:HIV infectn:-0.099
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.094
Diagnosis:9ccs219:Low birth wt:-0.079
Diagnosis:9ccs238:Complic proc:-0.075
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.074
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.074
Newborn Diagnosis:9ccs224:Ot perint dx:0.069
* Vital: Wt Percentile-avg13to16 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 679 | OR_unadj: 1.935 [1.451 2.581] | indivs AUC:0.553
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.105
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101
Maternal Lab History: INHMOM-otherPregnancy:-0.085
Maternal Lab History: 1 HOUR-otherPregnancy:0.080
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079
Maternal Lab History: 2 HOUR-otherPregnancy:0.077
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.077
Maternal Procedure History:90746-postPregnancy:-0.075
Maternal Diagnosis:9ccs182:Hemorr preg:-0.075
Maternal Lab History: APF MoM-otherPregnancy:-0.074
Vital: Ht-gain3to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.538
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.088
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.080
Maternal Procedure History:86580-postPregnancy:-0.073
Diagnosis:9ccs240:Burns:-0.071
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.069
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.069
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.069
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069
* Vital: Wt for Len Percentile-gain10to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.567
Correlated most with:
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.080
Diagnosis:9ccs163:Other GU dx:-0.077
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.075
Maternal Lab History: URINE KETONES-otherPregnancy:0.064
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.063
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.063
Maternal Diagnosis:9ccs176:Contraceptiv:0.062
Diagnosis:9ccs92:Otitis media:0.060
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.059
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.058
* Vital: HC-avg10to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.543
Correlated most with:
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.093
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.088
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.080
Maternal Lab History: URINE KETONES-postPregnancy:0.074
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.072
Maternal Lab History: AST-postPregnancy:-0.070
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.065
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.064
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.064
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.064
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.469
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249
Vital: Temp-avg13to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.145
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Diagnosis:9ccs149:Biliary dx:0.085
Maternal Lab History: TP VOLUME-otherPregnancy:0.082
Maternal Diagnosis:9ccs183:HTN in preg:0.081
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Lab History: GFR in African American-postPregnancy:-0.078
Maternal Lab History: GFR Calculation-postPregnancy:-0.078
Maternal Lab History: FERRITIN-postPregnancy:-0.078
Maternal Diagnosis:9ccs238:Complic proc:0.076
Vital: Ht-avg10to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.507
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.118
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.092
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.091
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.081
Maternal Diagnosis:9ccs184:Early labor:-0.079
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.074
Diagnosis:9ccs238:Complic proc:-0.074
Diagnosis:9ccs64:Ot hematl dx:0.073
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.073
Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 725 | OR_unadj: 1.290 [0.988 1.685] | indivs AUC:0.567
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir:1.000
Newborn Diagnosis:9ccs256:Exam/eval:0.154
MatDeliveryAge:0.128
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.120
Maternal Diagnosis:9ccs191:Amnios dx:0.105
Maternal Diagnosis:9ccs190:Fetal distrs:0.102
Newborn Diagnosis:9ccs224:Ot perint dx:0.101
Maternal Diagnosis:9ccs46:Bnign ut neo:0.080
Newborn Diagnosis:9ccs222:Perint jaund:0.071
Maternal Diagnosis:9ccs185:Long pregncy:0.069
* Vital: Ht Percentile-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.573
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.098
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Diagnosis:9ccs89:Blindness:0.081
Maternal Procedure History:96372-otherPregnancy:-0.074
Maternal Lab History: RBC-otherPregnancy:0.072
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.071
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.070
Maternal Lab History: PH-postPregnancy:-0.067
Maternal Procedure History:90656-otherPregnancy:0.067
Maternal Diagnosis:9ccs184:Early labor:-0.066
Maternal Lab History: RBC-postPregnancy | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 608 | OR_unadj: 1.228 [0.875 1.723] | indivs AUC:0.464
Correlated most with:
Maternal Lab History: RBC-postPregnancy:1.000
Maternal Lab History: HEMATOCRIT-postPregnancy:0.728
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.623
Maternal Lab History: MCH-postPregnancy:-0.442
Maternal Lab History: MCV-postPregnancy:-0.421
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.316
Maternal Lab History: RBC-otherPregnancy:0.292
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.290
Maternal Lab History: BASOPHIL-postPregnancy:0.278
Maternal Lab History: ALBUMIN-postPregnancy:0.268
Vital: HC-gain10to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.547
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:0.090
Diagnosis:9ccs256:Exam/eval:-0.077
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.076
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.075
Diagnosis:9ccs154:Gastroent:-0.070
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.068
Maternal Lab History: POLYS-otherPregnancy:-0.065
Maternal Diagnosis:9ccs159:UTI:0.065
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.065
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.522
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.516
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151
Maternal Diagnosis:9ccs193:OB-related perin trauma | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 695 | OR_unadj: 0.781 [0.592 1.029] | indivs AUC:0.472
Correlated most with:
Maternal Diagnosis:9ccs193:OB-related perin trauma:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.327
Maternal Diagnosis:9ccs187:Malposition:-0.183
Maternal Diagnosis:9ccs176:Contraceptiv:-0.123
Maternal Diagnosis:9ccs195:Ot compl bir:-0.120
MatDeliveryAge:-0.114
Maternal Diagnosis:9ccs184:Early labor:-0.108
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.105
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.100
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.096
Vital: HC-avg0to1 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.554
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.279
Newborn Diagnosis:9ccs219:Low birth wt:-0.256
Diagnosis:9ccs219:Low birth wt:-0.160
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.160
Maternal Diagnosis:9ccs185:Long pregncy:0.131
Newborn Diagnosis:9ccs256:Exam/eval:-0.107
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.090
Newborn Diagnosis:9ccs94:Other ear dx:0.089
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.085
* Vital: HC-avg13to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.578
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.087
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084
Maternal Lab History: PTT-otherPregnancy:-0.079
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.079
Maternal Lab History: MONOS-postPregnancy:-0.073
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.063
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.063
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.062
Maternal Diagnosis:9ccs187:Malposition:0.061
Maternal Lab History: IRON-postPregnancy:0.059
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.480
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.930
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.928
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.769
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.768
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.706
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.705
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.665
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.663
Vital: Ht Percentile-gain16to24 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs0:No DX:0.102
Diagnosis:9ccs258:Other screen:-0.095
Maternal Procedure History:90772-postPregnancy:-0.087
Maternal Procedure History:90663-postPregnancy:0.083
Maternal Procedure History:90470-postPregnancy:0.083
Maternal Procedure History:J1055-postPregnancy:-0.082
Diagnosis:9ccs51:Ot endo dsor:-0.076
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.073
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.072
Diagnosis:9ccs259:Unclassified:0.067
Vital: Ht Percentile-gain13to19 | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.575
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.070
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.070
Maternal Lab History: URINE CULTURE-postPregnancy:-0.068
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.067
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.064
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.064
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.064
Diagnosis:9ccs136:Teeth dx:-0.064
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.061
Number of Visits:0.061
Vital: BP-otherPregnancy | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 314 | OR_unadj: 1.341 [0.868 2.070] | indivs AUC:0.527
Correlated most with:
Maternal Lab History: RBC-otherPregnancy:0.293
Maternal Lab History: MCH-otherPregnancy:-0.209
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.173
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.168
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.167
Maternal Lab History: MCV-otherPregnancy:-0.165
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.154
Maternal Lab History: hCG MoM-otherPregnancy:-0.152
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.151
Maternal Lab History: FASTING-otherPregnancy:0.146
Maternal Lab History: RDW-postPregnancy | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 606 | OR_unadj: 1.257 [0.870 1.814] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: RDW-postPregnancy:1.000
Maternal Lab History: MCH-postPregnancy:-0.597
Maternal Lab History: MCV-postPregnancy:-0.547
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.413
Maternal Lab History: MCH-otherPregnancy:-0.296
Maternal Lab History: MCV-otherPregnancy:-0.293
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.287
Maternal Lab History: RDW-otherPregnancy:0.262
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.196
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.151
Maternal Lab History: HEMATOCRIT-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 608 | OR_unadj: 1.049 [0.749 1.468] | indivs AUC:0.471
Correlated most with:
Maternal Lab History: HEMATOCRIT-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.934
Maternal Lab History: RBC-postPregnancy:0.728
Maternal Lab History: ALBUMIN-postPregnancy:0.316
Maternal Lab History: MCV-postPregnancy:0.311
Maternal Lab History: BASOPHIL-postPregnancy:0.308
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.307
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.300
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.300
Maternal Lab History: RDW-postPregnancy:-0.287
Vital: HC-gain16to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.513
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.086
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.071
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.071
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.069
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.067
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.066
Maternal Procedure History:J1055-postPregnancy:-0.063
Maternal Diagnosis:9ccs159:UTI:-0.062
Lab:292495 LEAD LEVEL - Sunrise:0.060
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.059
Vital: HC-gain3to7 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.574
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.081
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.073
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.072
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.071
Lab:292495 LEAD LEVEL - Sunrise:-0.071
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.069
Maternal Procedure History:99401-postPregnancy:-0.068
* Vital: Wt Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 906 | OR_unadj: 1.985 [1.512 2.606] | indivs AUC:0.644
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.101
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.099
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.075
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.073
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.071
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.069
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.067
Maternal Diagnosis:9ccs182:Hemorr preg:-0.067
* Vital: HC-avg5to7 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.560
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.130
Newborn Diagnosis:9ccs219:Low birth wt:-0.118
Newborn Diagnosis:9ccs221:Resp distres:-0.085
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.082
Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.082
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.078
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.074
Maternal Diagnosis:9ccs106:Dysrhythmia:-0.073
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.072
Diagnosis:9ccs219:Low birth wt:-0.070
* Vital: Ht-avg16to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.534
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.120
Maternal Diagnosis:9ccs184:Early labor:-0.094
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.091
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Maternal Lab History: UREA NITROGEN-postPregnancy:0.078
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.074
Maternal Procedure History:90772-postPregnancy:0.074
Newborn Diagnosis:9ccs221:Resp distres:-0.072
Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.072
Vital: Wt for Len Percentile-gain13to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1254 | OR_unadj: 1.030 [0.785 1.351] | indivs AUC:0.535
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.070
Diagnosis:9ccs7:Viral infect:0.069
Diagnosis:9ccs163:Other GU dx:0.067
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.064
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.063
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.063
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.061
Maternal Lab History: GAMMA GT-otherPregnancy:0.060
Maternal Diagnosis:9ccs172:Ovarian cyst:0.059
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.057
* Vital: Wt Percentile-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 921 | OR_unadj: 2.119 [1.615 2.779] | indivs AUC:0.643
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106
Diagnosis:9ccs48:Thyroid dsor:-0.101
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.092
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.074
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.071
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.071
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.070
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.067
Maternal Diagnosis:9ccs182:Hemorr preg:-0.067
Vital: Wt Change-avg13to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.580
Correlated most with:
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.115
Maternal Procedure History:87880-postPregnancy:0.102
Maternal Lab History: POLYS-postPregnancy:0.093
Maternal Diagnosis:9ccs10:Immuniz/scrn:-0.093
Diagnosis:9ccs126:Ot up rsp in:-0.089
Number of Visits:-0.089
Diagnosis:9ccs63:Wht blood dx:0.082
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.082
Diagnosis:9ccs155:Other GI dx:-0.082
Diagnosis:9ccs133:Oth low resp:-0.079
Vital: BP-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 666 | OR_unadj: 1.322 [0.954 1.832] | indivs AUC:0.563
Correlated most with:
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.209
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.191
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.158
Maternal Diagnosis:9ccs183:HTN in preg:0.157
Maternal Lab History: URINE PH-postPregnancy:-0.153
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.146
MatDeliveryAge:0.144
Maternal Lab History: RBC-postPregnancy:0.137
Maternal Procedure History:81000-postPregnancy:-0.137
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.128
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.519
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.696
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.694
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.655
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.634
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.351
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350
* Vital: HC-avg7to10 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.638
Correlated most with:
Maternal Procedure History:97140-postPregnancy:0.480
Maternal Lab History: BASE DEFICIT-postPregnancy:0.324
Maternal Lab History: BICARBONATE-postPregnancy:-0.297
Maternal Procedure History:97110-postPregnancy:0.292
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.205
Maternal Lab History: PTT-postPregnancy:-0.184
Maternal Lab History: O2 SATURATION-postPregnancy:0.183
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.170
Maternal Lab History: URIC ACID-postPregnancy:0.169
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.137
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.486
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.930
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.928
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.769
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.767
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.706
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.704
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.664
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.663
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.554
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.731
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.655
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.652
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.635
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.634
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.608
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.605
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.469
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.722
Diagnosis:9ccs219:Low birth wt:0.413
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.312
Newborn Diagnosis:9ccs256:Exam/eval:0.306
Newborn Diagnosis:9ccs221:Resp distres:0.272
Newborn Diagnosis:9ccs222:Perint jaund:0.264
Newborn Diagnosis:9ccs253:Allergy:0.240
Maternal Diagnosis:9ccs182:Hemorr preg:0.151
Maternal Diagnosis:9ccs183:HTN in preg:0.144
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.524
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.991
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.521
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.520
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.495
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.493
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.475
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.474
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.397
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.397
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1013 | OR_unadj: 0.877 [0.644 1.195] | indivs AUC:0.503
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.587
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.586
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.582
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.581
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.483
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.481
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.476
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.474
Vital: Ht-avg3to5 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.495
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.251
Maternal Diagnosis:9ccs184:Early labor:-0.199
Maternal Diagnosis:9ccs185:Long pregncy:0.130
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.109
Newborn Diagnosis:9ccs221:Resp distres:-0.104
Diagnosis:9ccs219:Low birth wt:-0.099
Newborn Diagnosis:9ccs222:Perint jaund:-0.097
Maternal Diagnosis:9ccs183:HTN in preg:-0.092
Newborn Diagnosis:9ccs256:Exam/eval:-0.091
Diagnosis:9ccs143:Abdom hernia:-0.083
* Vital: Ht-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.507
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.120
Maternal Lab History: 1 HOUR-postPregnancy:0.092
Diagnosis:9ccs2:Septicemia:0.082
Maternal Lab History: 1 HOUR-otherPregnancy:0.079
Maternal Lab History: 1/2 HOUR-postPregnancy:0.076
Maternal Diagnosis:9ccs184:Early labor:-0.074
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.074
Diagnosis:9ccs58:Ot nutrit dx:-0.073
Diagnosis:9ccs238:Complic proc:-0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.071
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.509
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.587
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.586
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.582
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.581
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.482
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.481
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.475
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.474
Vital: HR-avg7to10 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.451
Correlated most with:
Maternal Diagnosis:9ccs187:Malposition:0.100
Diagnosis:9ccs10:Immuniz/scrn:0.089
Diagnosis:9ccs217:Ot cong anom:0.086
Maternal Procedure History:90658-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.082
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.077
Maternal Lab History: PROLACTIN-postPregnancy:0.071
Maternal Lab History: GAMMA GT-otherPregnancy:-0.068
Diagnosis:9ccs257:Ot aftercare:0.064
Diagnosis:9ccs7:Viral infect:0.063
Maternal Lab History: MPV-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 546 | OR_unadj: 1.135 [0.779 1.654] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: MPV-postPregnancy:1.000
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.425
Maternal Lab History: MPV-otherPregnancy:0.421
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.282
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.133
Maternal Lab History: Alk Phos-otherPregnancy:0.122
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.122
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.119
Maternal Lab History: POTASSIUM-postPregnancy:-0.113
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.113
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.559
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.730
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.656
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.636
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.635
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.609
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.607
* Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.470
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.458
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.207
Diagnosis:9ccs257:Ot aftercare:0.194
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs253:Allergy:0.179
Number of Visits:0.166
Diagnosis:9ccs135:Intest infct:0.147
Diagnosis:9ccs90:Eye infectn:0.143
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.511
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.695
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.695
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.654
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.635
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.350
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1060 | OR_unadj: 1.433 [1.080 1.900] | indivs AUC:0.520
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.991
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.523
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.516
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.497
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.490
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.476
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.470
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.399
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.394
* Vital: BMI Percentile-avg19to24 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 288 | OR_unadj: 1.640 [1.099 2.447] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.113
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.101
Maternal Lab History: FERRITIN-postPregnancy:-0.078
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.078
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.073
Maternal Lab History: HERPES II IgG-postPregnancy:-0.072
Maternal Diagnosis:9ccs69:Affective dx:0.069
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.066
Diagnosis:9ccs215:gu cong anom:0.066
Maternal Lab History: FASTING-postPregnancy:0.066
Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.458
Diagnosis:9ccs126:Ot up rsp in:0.355
Number of Visits:0.240
Diagnosis:9ccs253:Allergy:0.212
Diagnosis:9ccs92:Otitis media:0.192
Diagnosis:9ccs257:Ot aftercare:0.190
Diagnosis:9ccs7:Viral infect:0.187
Diagnosis:9ccs90:Eye infectn:0.125
Diagnosis:9ccs125:Bronchitis:0.124
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.439
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.998
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.731
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.719
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.718
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.710
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.708
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.653
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.652
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.534
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.380
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.218
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.217
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.461
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.381
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.340
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1058 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.431
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.998
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.730
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.718
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.714
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.704
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.650
Vital: HR-avg13to16 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs140:Gastritis:0.111
Diagnosis:9ccs240:Burns:0.076
Diagnosis:9ccs168:PID:0.074
Maternal Lab History: HCG-postPregnancy:-0.070
Maternal Diagnosis:9ccs98:HTN:0.070
Diagnosis:9ccs10:Immuniz/scrn:0.068
Diagnosis:9ccs163:Other GU dx:0.068
Maternal Diagnosis:9ccs149:Biliary dx:0.067
Diagnosis:9ccs257:Ot aftercare:0.065
Maternal Lab History: GAMMA GT-otherPregnancy:-0.064
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.529
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.465
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.381
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.379
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.268
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.219
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.217
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.458
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.379
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.341
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340
Vital: HC-gain5to10 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.515
Correlated most with:
Maternal Procedure History:97140-postPregnancy:0.096
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.084
Lab:292495 LEAD LEVEL - Sunrise:0.079
Maternal Lab History: PTT-postPregnancy:-0.078
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.077
Maternal Lab History: CREATININE-postPregnancy:-0.076
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.073
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.069
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.068
Diagnosis:9ccs251:Abdomnl pain:-0.067
Maternal Diagnosis:9ccs187:Malposition | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 104 | OR_unadj: 1.463 [0.889 2.408] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs187:Malposition:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.183
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.125
Maternal Diagnosis:9ccs184:Early labor:0.112
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.106
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.102
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.094
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.079
Maternal Lab History: PAPP-A-otherPregnancy:0.078
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.077
Maternal Lab History: ABS NEUTROPHILS-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 486 | OR_unadj: 0.778 [0.504 1.201] | indivs AUC:0.460
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.766
Maternal Lab History: WBC-postPregnancy:0.757
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.667
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.611
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.325
Maternal Lab History: BASOPHIL-postPregnancy:-0.283
Maternal Lab History: WBC-otherPregnancy:0.257
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.241
Maternal Lab History: RBC-postPregnancy:-0.223
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.497
Correlated most with:
Newborn Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Diagnosis:9ccs185:Long pregncy:0.438
Newborn Diagnosis:9ccs96:Hrt valve dx:0.129
Newborn Diagnosis:9ccs256:Exam/eval:0.127
Newborn Diagnosis:9ccs222:Perint jaund:0.105
Maternal Diagnosis:9ccs195:Ot compl bir:0.101
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.101
Newborn Diagnosis:9ccs95:Oth nerv dx:0.085
Diagnosis:9ccs253:Allergy:-0.080
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070
* Vital: BMI-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 538 | OR_unadj: 2.540 [1.496 4.314] | indivs AUC:0.596
Correlated most with:
Maternal Procedure History:S9470-postPregnancy:0.171
Maternal Lab History: GLUCOSE-otherPregnancy:0.169
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.166
Maternal Lab History: RDW-otherPregnancy:0.162
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.159
Maternal Lab History: URINE CULTURE-postPregnancy:0.142
Maternal Lab History: BUN-postPregnancy:-0.121
Maternal Lab History: URINE CULTURE-otherPregnancy:0.121
Maternal Lab History: FASTING-otherPregnancy:0.116
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.114
* Vital: Wt for Len Percentile-avg5to7 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.617
Correlated most with:
Maternal Lab History: ANION GAP-otherPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.066
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.060
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.060
Diagnosis:9ccs222:Perint jaund:-0.059
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.057
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.055
Diagnosis:9ccs217:Ot cong anom:-0.055
Maternal Procedure History:90472-postPregnancy:0.054
Maternal Procedure History:J1055-postPregnancy:-0.054
Vital: Wt Percentile-gain16to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.524
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.116
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.094
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.084
Diagnosis:9ccs0:No DX:0.084
Diagnosis:9ccs74:Ot mentl cnd:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Maternal Procedure History:90470-postPregnancy:0.069
Maternal Procedure History:90663-postPregnancy:0.069
Maternal Procedure History:90772-postPregnancy:-0.068
Diagnosis:9ccs63:Wht blood dx:-0.065
Vital: HR-avg10to13 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.088
Maternal Lab History: PAPP-A-postPregnancy:0.078
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.077
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.072
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.071
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.071
Maternal Lab History: URINE SUGAR-postPregnancy:0.070
Diagnosis:9ccs212:Ot bone dx:0.069
Maternal Lab History: MCV-otherPregnancy:0.067
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.066
Vital: Ht-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 544 | OR_unadj: 0.933 [0.645 1.348] | indivs AUC:0.443
Correlated most with:
Maternal Lab History: AST (SGOT)-postPregnancy:-0.173
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.163
Maternal Lab History: WEIGHT-postPregnancy:0.158
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.158
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.143
Maternal Lab History: 3 HOUR-otherPregnancy:-0.142
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.139
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.139
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.138
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.130
Vital: Ht-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.537
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.104
Diagnosis:9ccs200:Oth skin dx:0.088
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.087
Newborn Diagnosis:9ccs219:Low birth wt:-0.087
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.083
Maternal Lab History: 1 HOUR-postPregnancy:0.081
Diagnosis:9ccs64:Ot hematl dx:0.075
Diagnosis:9ccs259:Unclassified:0.072
Maternal Diagnosis:9ccs184:Early labor:-0.070
Maternal Lab History: MONOCYTES-5P-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 490 | OR_unadj: 0.750 [0.489 1.148] | indivs AUC:0.468
Correlated most with:
Maternal Lab History: MONOCYTES-5P-postPregnancy:1.000
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.521
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.258
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.239
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.193
Maternal Lab History: MONOS-postPregnancy:0.186
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.157
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.136
Maternal Lab History: BUN-postPregnancy:0.128
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.125
Maternal Lab History: LYMPHOCYTE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 552 | OR_unadj: 1.365 [0.962 1.935] | indivs AUC:0.571
Correlated most with:
Maternal Lab History: LYMPHOCYTE-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.853
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.667
Maternal Lab History: ABS LYMPH-postPregnancy:0.526
Maternal Lab History: WBC-postPregnancy:-0.525
Maternal Lab History: BASOPHIL-postPregnancy:0.427
Maternal Lab History: EOSINOPHIL-postPregnancy:0.360
Maternal Lab History: POLYS-postPregnancy:-0.348
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.327
Maternal Lab History: RBC-postPregnancy:0.316
Maternal Lab History: WBC-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 605 | OR_unadj: 0.803 [0.545 1.183] | indivs AUC:0.468
Correlated most with:
Maternal Lab History: WBC-postPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.757
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.564
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.525
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.474
Maternal Lab History: WBC-otherPregnancy:0.291
Maternal Lab History: BASOPHIL-postPregnancy:-0.252
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.236
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.201
Maternal Lab History: ABS LYMPH-postPregnancy:0.197
Maternal Diagnosis:9ccs185:Long pregncy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 410 | OR_unadj: 1.005 [0.737 1.370] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:1.000
Newborn Diagnosis:9ccs224:Ot perint dx:0.438
Maternal Diagnosis:9ccs184:Early labor:-0.142
Maternal Diagnosis:9ccs190:Fetal distrs:0.141
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.140
Newborn Diagnosis:9ccs219:Low birth wt:-0.131
Diagnosis:9ccs253:Allergy:-0.074
Maternal Diagnosis:9ccs183:HTN in preg:-0.074
Diagnosis:9ccs219:Low birth wt:-0.070
Maternal Diagnosis:9ccs195:Ot compl bir:0.069
Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs255:Social admin:0.355
Diagnosis:9ccs92:Otitis media:0.337
Diagnosis:9ccs10:Immuniz/scrn:0.312
Number of Visits:0.312
Diagnosis:9ccs7:Viral infect:0.236
Diagnosis:9ccs257:Ot aftercare:0.228
Diagnosis:9ccs90:Eye infectn:0.191
Diagnosis:9ccs135:Intest infct:0.190
Diagnosis:9ccs133:Oth low resp:0.167
Vital: Ht-avg19to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.535
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.101
Diagnosis:9ccs128:Asthma:0.088
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.084
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Diagnosis:9ccs200:Oth skin dx:0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.082
Maternal Lab History: 1 HOUR-postPregnancy:0.080
Diagnosis:9ccs64:Ot hematl dx:0.074
Maternal Diagnosis:9ccs168:PID:-0.069
Number of Visits:0.068
Vital: Wt Percentile-gain10to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 753 | OR_unadj: 0.793 [0.556 1.132] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.100
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.081
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.075
Maternal Diagnosis:9ccs61:Sickle cell:-0.073
Maternal Lab History: NEUTROPHIL-postPregnancy:0.071
Maternal Procedure History:97014-postPregnancy:-0.070
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.069
Lab:292495 LEAD LEVEL - Sunrise:0.067
Maternal Lab History: 3 HOUR-postPregnancy:-0.065
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.475
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.997
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.947
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.944
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.769
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.767
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.760
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.757
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.714
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.711
Maternal Lab History: ABS LYMPH-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 487 | OR_unadj: 1.043 [0.714 1.524] | indivs AUC:0.526
Correlated most with:
Maternal Lab History: ABS LYMPH-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.588
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.526
Maternal Lab History: ABS LYMPH-otherPregnancy:0.364
Maternal Lab History: PLATELET COUNT-postPregnancy:0.247
Maternal Lab History: RBC-postPregnancy:0.214
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.213
Maternal Lab History: WBC-postPregnancy:0.197
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.186
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.181
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1060 | OR_unadj: 0.950 [0.691 1.307] | indivs AUC:0.487
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.915
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.719
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.714
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.711
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.710
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.708
Vital: Ht Percentile-gain10to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.478
Correlated most with:
Maternal Procedure History:97014-postPregnancy:-0.083
Maternal Lab History: 3 HOUR-postPregnancy:-0.081
Diagnosis:9ccs125:Bronchitis:-0.077
Maternal Lab History: NEUTROPHIL-postPregnancy:0.074
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.073
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.071
Maternal Lab History: ESTRIOL-otherPregnancy:-0.069
Lab:295669 BILIRUBIN DIRECT - LMC:-0.069
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.067
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.067
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.490
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.914
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.719
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.713
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.711
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.709
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.708
* Maternal Diagnosis:9ccs189:Prev c-sectn | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 275 | OR_unadj: 1.564 [1.125 2.174] | indivs AUC:0.541
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.327
Maternal Diagnosis:9ccs176:Contraceptiv:0.239
MatDeliveryAge:0.175
Maternal Diagnosis:9ccs168:PID:0.156
Maternal Diagnosis:9ccs190:Fetal distrs:-0.147
Maternal Diagnosis:9ccs185:Long pregncy:-0.140
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.110
Maternal Lab History: 1 HOUR-postPregnancy:-0.103
Newborn Diagnosis:9ccs224:Ot perint dx:-0.101
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1056 | OR_unadj: 0.986 [0.740 1.313] | indivs AUC:0.514
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.720
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.709
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.688
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.686
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.482
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.997
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.947
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.769
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.768
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.759
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.757
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.713
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.711
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.463
Correlated most with:
Newborn Diagnosis:9ccs222:Perint jaund:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.264
Maternal Diagnosis:9ccs184:Early labor:0.207
Newborn Diagnosis:9ccs256:Exam/eval:0.192
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.181
Newborn Diagnosis:9ccs253:Allergy:0.154
Newborn Diagnosis:9ccs221:Resp distres:0.149
Diagnosis:9ccs219:Low birth wt:0.119
Diagnosis:9ccs222:Perint jaund:0.115
Newborn Diagnosis:9ccs224:Ot perint dx:0.105
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1059 | OR_unadj: 1.001 [0.752 1.332] | indivs AUC:0.519
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.720
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.710
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.689
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.687
Vital: Ht Percentile-gain7to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.522
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect:-0.085
Maternal Lab History: GFR in African American-postPregnancy:0.081
Maternal Lab History: GFR Calculation-postPregnancy:0.081
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.080
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.076
Maternal Lab History: MONOCYTE-postPregnancy:-0.076
Maternal Diagnosis:9ccs59:Anemia:0.074
Newborn Diagnosis:9ccs94:Other ear dx:-0.072
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.070
Diagnosis:9ccs217:Ot cong anom:-0.070
Maternal Lab History: PLATELET COUNT-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 608 | OR_unadj: 1.280 [0.909 1.803] | indivs AUC:0.601
Correlated most with:
Maternal Lab History: PLATELET COUNT-postPregnancy:1.000
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.488
Maternal Lab History: MPV-postPregnancy:-0.425
Maternal Lab History: ABS LYMPH-postPregnancy:0.247
Maternal Lab History: MPV-otherPregnancy:-0.225
Maternal Lab History: WBC-otherPregnancy:0.194
Maternal Lab History: MCH-postPregnancy:-0.180
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.166
Maternal Lab History: WBC-postPregnancy:0.161
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.158
* Vital: Wt Percentile-gain13to19 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 826 | OR_unadj: 0.644 [0.432 0.961] | indivs AUC:0.568
Correlated most with:
Number of Visits:0.100
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.082
Diagnosis:9ccs0:No DX:0.079
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.076
Diagnosis:9ccs257:Ot aftercare:0.076
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.070
Maternal Procedure History:90471-otherPregnancy:-0.069
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.066
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.066
Maternal Diagnosis:9ccs49:DiabMel no c:0.064
Maternal Diagnosis:9ccs191:Amnios dx | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 172 | OR_unadj: 1.271 [0.841 1.923] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs191:Amnios dx:1.000
Newborn Diagnosis:9ccs256:Exam/eval:0.181
Maternal Diagnosis:9ccs184:Early labor:0.130
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.109
Maternal Diagnosis:9ccs195:Ot compl bir:0.105
Newborn Diagnosis:9ccs219:Low birth wt:0.104
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.091
Diagnosis:9ccs63:Wht blood dx:0.091
Maternal Diagnosis:9ccs182:Hemorr preg:0.086
Maternal Lab History: WEIGHT-postPregnancy:0.086
Maternal Lab History: ABS MONOCYTES-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 484 | OR_unadj: 0.861 [0.574 1.289] | indivs AUC:0.472
Correlated most with:
Maternal Lab History: ABS MONOCYTES-postPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.611
Maternal Lab History: WBC-postPregnancy:0.564
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.521
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.327
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.315
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.297
Maternal Lab History: WBC-otherPregnancy:0.221
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.217
Maternal Lab History: ABS LYMPH-postPregnancy:0.213
Vital: Wt Change-avg10to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 631 | OR_unadj: 1.185 [0.802 1.752] | indivs AUC:0.555
Correlated most with:
Maternal Procedure History:J7300-postPregnancy:0.114
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.097
Diagnosis:9ccs256:Exam/eval:0.095
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.086
Maternal Procedure History:58300-postPregnancy:0.085
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.082
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.078
Diagnosis:9ccs133:Oth low resp:-0.078
Diagnosis:9ccs136:Teeth dx:-0.078
Maternal Lab History: EOSINOPHIL-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 548 | OR_unadj: 1.317 [0.896 1.934] | indivs AUC:0.481
Correlated most with:
Maternal Lab History: EOSINOPHIL-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.419
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.360
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.325
Maternal Lab History: BASOPHIL-postPregnancy:0.290
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.272
Maternal Lab History: RBC-postPregnancy:0.253
Maternal Lab History: MCH-postPregnancy:-0.237
Maternal Lab History: POLYS-postPregnancy:-0.215
Maternal Lab History: WBC-postPregnancy:-0.201
* Vital: Wt for Len Percentile-gain3to7 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.634
Correlated most with:
Diagnosis:9ccs155:Other GI dx:-0.100
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.091
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.076
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.072
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.072
Maternal Lab History: ANION GAP-otherPregnancy:-0.071
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.068
Maternal Lab History: COLONY COUNT-otherPregnancy:0.066
Diagnosis:9ccs59:Anemia:0.062
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.060
Vital: Ht Percentile-avg16to19 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.533
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:0.081
Maternal Lab History: PH-postPregnancy:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.073
Diagnosis:9ccs128:Asthma:0.071
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.068
Maternal Lab History: HCG-otherPregnancy:-0.068
Maternal Lab History: UREA NITROGEN-postPregnancy:0.067
Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1059 | OR_unadj: 1.050 [0.773 1.426] | indivs AUC:0.467
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.947
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.930
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.928
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.779
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.776
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.722
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.722
* Vital: HC-avg19to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.601
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.119
Diagnosis:9ccs83:Epilepsy/cnv:-0.101
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.078
Diagnosis:9ccs90:Eye infectn:0.070
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.066
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.065
Diagnosis:9ccs94:Other ear dx:-0.063
Diagnosis:9ccs247:Lymph enlarg:0.062
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.059
Maternal Lab History: eGFR-postPregnancy:0.056
Vital: HR-avg16to19 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: LDH-otherPregnancy:-0.088
Maternal Lab History: HCG-postPregnancy:-0.087
Diagnosis:9ccs240:Burns:0.086
Maternal Diagnosis:9ccs184:Early labor:0.085
Maternal Procedure History:90658-postPregnancy:-0.082
Diagnosis:9ccs217:Ot cong anom:0.077
Maternal Lab History: PLATELET COUNT-postPregnancy:0.075
Maternal Diagnosis:9ccs191:Amnios dx:0.073
Diagnosis:9ccs161:Ot dx kidney:0.073
Diagnosis:9ccs63:Wht blood dx:0.071
Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1056 | OR_unadj: 1.054 [0.776 1.431] | indivs AUC:0.475
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.947
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.944
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.930
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.928
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.778
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.776
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.721
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.721
Vital: Wt Percentile-gain5to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 582 | OR_unadj: 1.002 [0.659 1.525] | indivs AUC:0.548
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:-0.080
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.080
Maternal Diagnosis:9ccs60:Acut p-h anm:0.080
Maternal Lab History: ALBUMIN-otherPregnancy:-0.077
Maternal Lab History: MONOS-otherPregnancy:-0.077
Maternal Diagnosis:9ccs149:Biliary dx:0.072
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.072
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.070
Maternal Lab History: ANION GAP-otherPregnancy:-0.070
Vital: Wt Percentile-gain1to5 | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.115
Maternal Lab History: URIC ACID-otherPregnancy:0.096
Maternal Lab History: 3 HOUR-postPregnancy:-0.086
Maternal Lab History: MPV-otherPregnancy:0.080
Maternal Lab History: NEUTROPHIL-postPregnancy:0.070
Maternal Diagnosis:9ccs7:Viral infect:0.070
Maternal Lab History: 1 HOUR-otherPregnancy:0.069
Newborn Diagnosis:9ccs222:Perint jaund:0.067
Maternal Diagnosis:9ccs91:Other eye dx:0.067
Diagnosis:9ccs91:Other eye dx:0.063
Maternal Diagnosis:9ccs190:Fetal distrs | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 378 | OR_unadj: 0.848 [0.610 1.181] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs190:Fetal distrs:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.147
Maternal Diagnosis:9ccs185:Long pregncy:0.141
Maternal Diagnosis:9ccs195:Ot compl bir:0.102
Maternal Diagnosis:9ccs176:Contraceptiv:-0.085
Diagnosis:9ccs61:Sickle cell:0.078
Maternal Procedure History:36415-otherPregnancy:0.072
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.070
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.070
Maternal Lab History: PH-otherPregnancy:0.070
Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Number of Visits:0.306
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs10:Immuniz/scrn:0.207
Diagnosis:9ccs90:Eye infectn:0.205
Diagnosis:9ccs255:Social admin:0.187
Diagnosis:9ccs133:Oth low resp:0.182
Diagnosis:9ccs92:Otitis media:0.174
Diagnosis:9ccs257:Ot aftercare:0.169
Diagnosis:9ccs125:Bronchitis:0.159
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 237 | OR_unadj: 0.759 [0.418 1.376] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.855
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.261
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.256
Maternal Procedure History:86703-otherPregnancy:-0.186
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.151
Maternal Lab History: hCG MoM-otherPregnancy:0.144
Maternal Lab History: WBC-otherPregnancy:0.134
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.132
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.129
Vital: Ht Percentile-avg13to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.099
Diagnosis:10ccs58:Ot nutrit dx:0.089
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.087
Lab:323825 STREP SCREEN THROAT - Sunrise:0.084
Newborn Diagnosis:9ccs219:Low birth wt:-0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.081
Maternal Lab History: 1/2 HOUR-postPregnancy:0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.072
Newborn Diagnosis:9ccs221:Resp distres:-0.071
Maternal Diagnosis:9ccs184:Early labor:-0.067
Vital: Ht Percentile-avg10to13 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.111
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110
Newborn Diagnosis:9ccs219:Low birth wt:-0.102
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.087
Maternal Diagnosis:9ccs184:Early labor:-0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.079
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.077
Maternal Lab History: 1/2 HOUR-postPregnancy:0.075
Maternal Lab History: PH-postPregnancy:-0.075
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.073
* Vital: HC-gain0to24 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.601
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.120
Diagnosis:9ccs83:Epilepsy/cnv:-0.102
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.079
Diagnosis:9ccs90:Eye infectn:0.069
Diagnosis:9ccs94:Other ear dx:-0.066
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.065
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.065
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.060
Diagnosis:9ccs247:Lymph enlarg:0.058
Maternal Lab History: PH-otherPregnancy:-0.057
* Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.521
Correlated most with:
Newborn Diagnosis:9ccs256:Exam/eval:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.306
Maternal Diagnosis:9ccs184:Early labor:0.225
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.206
Newborn Diagnosis:9ccs221:Resp distres:0.197
Newborn Diagnosis:9ccs222:Perint jaund:0.192
Diagnosis:9ccs219:Low birth wt:0.187
Maternal Diagnosis:9ccs191:Amnios dx:0.181
Maternal Diagnosis:9ccs195:Ot compl bir:0.154
Newborn Diagnosis:9ccs224:Ot perint dx:0.127
Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs255:Social admin:0.212
Diagnosis:9ccs200:Oth skin dx:0.201
Number of Visits:0.180
Diagnosis:9ccs10:Immuniz/scrn:0.179
Diagnosis:9ccs4:Mycoses:0.177
Diagnosis:9ccs126:Ot up rsp in:0.157
Diagnosis:9ccs257:Ot aftercare:0.157
Diagnosis:9ccs7:Viral infect:0.155
Diagnosis:9ccs239:Superfic inj:0.139
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Number of Visits:0.138
Diagnosis:9ccs74:Ot mentl cnd:0.102
Lab:294203 BILIRUBIN TOTAL - LMC:0.092
Diagnosis:9ccs256:Exam/eval:0.090
Diagnosis:9ccs253:Allergy:0.088
Diagnosis:9ccs155:Other GI dx:0.087
Diagnosis:9ccs134:Ot uppr resp:0.085
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.081
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.079
Maternal Lab History: MCV-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 608 | OR_unadj: 0.791 [0.553 1.133] | indivs AUC:0.472
Correlated most with:
Maternal Lab History: MCV-postPregnancy:1.000
Maternal Lab History: MCH-postPregnancy:0.760
Maternal Lab History: RDW-postPregnancy:-0.547
Maternal Lab History: MCV-otherPregnancy:0.503
Maternal Lab History: RBC-postPregnancy:-0.421
Maternal Lab History: MCH-otherPregnancy:0.397
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.371
Maternal Lab History: HEMATOCRIT-postPregnancy:0.311
Maternal Lab History: RDW-otherPregnancy:-0.243
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.227
Maternal Lab History: HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 608 | OR_unadj: 1.051 [0.749 1.475] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: HEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: HEMATOCRIT-postPregnancy:0.934
Maternal Lab History: RBC-postPregnancy:0.623
Maternal Lab History: RDW-postPregnancy:-0.413
Maternal Lab History: MCH-postPregnancy:0.380
Maternal Lab History: MCV-postPregnancy:0.371
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.354
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.323
Maternal Lab History: ALBUMIN-postPregnancy:0.280
Maternal Lab History: MCH-otherPregnancy:0.256
Vital: Ht-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 309 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.490
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.213
Maternal Lab History: 3 HOUR-otherPregnancy:-0.212
Maternal Lab History: Alk Phos-otherPregnancy:-0.179
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.159
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.158
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.145
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.140
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.138
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.137
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.137
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 639 | OR_unadj: 0.765 [0.576 1.014] | indivs AUC:0.441
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:1.000
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.627
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.616
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.542
Maternal Lab History: CREATININE-postPregnancy:-0.529
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.523
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.493
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.478
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.478
Maternal Lab History: CREATININE-otherPregnancy:-0.452
Vital: Ht Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.479
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:-0.100
Newborn Diagnosis:9ccs219:Low birth wt:-0.097
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.096
Maternal Diagnosis:9ccs184:Early labor:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.076
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.074
Maternal Diagnosis:9ccs61:Sickle cell:-0.071
Maternal Procedure History:86580-postPregnancy:-0.070
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.070
Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.337
Number of Visits:0.296
Diagnosis:9ccs90:Eye infectn:0.231
Diagnosis:9ccs125:Bronchitis:0.228
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs255:Social admin:0.192
Diagnosis:9ccs10:Immuniz/scrn:0.191
Diagnosis:9ccs135:Intest infct:0.183
Diagnosis:9ccs7:Viral infect:0.174
Maternal Lab History: ALT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 214 | OR_unadj: 0.994 [0.483 2.045] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: ALT-otherPregnancy:1.000
Maternal Lab History: AST-otherPregnancy:0.706
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.234
Maternal Lab History: AST (SGOT)-otherPregnancy:0.195
Maternal Lab History: ALBUMIN-otherPregnancy:0.180
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.163
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.157
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.154
Maternal Lab History: CALCIUM-otherPregnancy:0.154
Maternal Lab History: GLOBULIN-otherPregnancy:0.152
Maternal Lab History: BASOPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 519 | OR_unadj: 1.081 [0.729 1.602] | indivs AUC:0.535
Correlated most with:
Maternal Lab History: BASOPHIL-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.427
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.344
Maternal Lab History: HEMATOCRIT-postPregnancy:0.308
Maternal Lab History: EOSINOPHIL-postPregnancy:0.290
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.283
Maternal Lab History: RBC-postPregnancy:0.278
Maternal Lab History: WBC-postPregnancy:-0.252
Maternal Lab History: POLYS-postPregnancy:-0.244
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.203
Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1060 | OR_unadj: 1.130 [0.854 1.496] | indivs AUC:0.485
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.779
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.776
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.760
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.757
Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.458
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Number of Visits:0.231
Diagnosis:9ccs126:Ot up rsp in:0.228
Diagnosis:9ccs92:Otitis media:0.226
Diagnosis:9ccs125:Bronchitis:0.216
Diagnosis:9ccs10:Immuniz/scrn:0.194
Diagnosis:9ccs255:Social admin:0.190
Diagnosis:9ccs7:Viral infect:0.169
Diagnosis:9ccs253:Allergy:0.157
Diagnosis:9ccs128:Asthma:0.152
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1057 | OR_unadj: 1.134 [0.857 1.501] | indivs AUC:0.491
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.914
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.778
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.776
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.759
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.757
* Vital: Ht Percentile-gain0to24 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.550
Correlated most with:
Maternal Lab History: RBC-otherPregnancy:0.086
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086
Newborn Diagnosis:9ccs219:Low birth wt:-0.083
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.083
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Maternal Procedure History:96372-otherPregnancy:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.080
Diagnosis:9ccs89:Blindness:0.078
Diagnosis:9ccs128:Asthma:0.077
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.072
Vital: Ht Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.472
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.101
Maternal Lab History: MPV-otherPregnancy:0.096
Maternal Procedure History:99211-otherPregnancy:0.092
Maternal Procedure History:96372-otherPregnancy:-0.088
Maternal Lab History: FASTING-postPregnancy:-0.076
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.073
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.072
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070
Diagnosis:9ccs242:Poisn ot med:0.066
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.065
Vital: Ht Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.104
Maternal Lab History: MONOCYTE-postPregnancy:0.099
Maternal Diagnosis:9ccs5:HIV infectn:-0.096
Maternal Diagnosis:9ccs184:Early labor:-0.091
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086
Maternal Lab History: WEIGHT-postPregnancy:0.085
Maternal Lab History: 1 HOUR-postPregnancy:0.079
Maternal Lab History: GFR Calculation-postPregnancy:-0.075
Vital: Wt Change-avg3to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 376 | OR_unadj: 1.188 [0.778 1.816] | indivs AUC:0.566
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:-0.112
Maternal Lab History: GFR in African American-postPregnancy:-0.112
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.111
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.108
Maternal Lab History: APF MoM-otherPregnancy:-0.108
Maternal Lab History: INHMOM-otherPregnancy:-0.098
Maternal Lab History: INHMOM-postPregnancy:0.087
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.085
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.080
Maternal Procedure History:90471-postPregnancy:-0.078
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 392 | OR_unadj: 0.897 [0.650 1.238] | indivs AUC:0.521
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.627
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.410
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.410
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.406
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.392
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.382
Maternal Lab History: CREATININE-postPregnancy:-0.334
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.330
Maternal Lab History: CREATININE-otherPregnancy:-0.327
Vital: Ht Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: NEUTROPHIL-postPregnancy:0.146
Maternal Lab History: 3 HOUR-postPregnancy:-0.129
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.108
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.086
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.075
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.074
Maternal Lab History: INR-postPregnancy:-0.074
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.072
Maternal Lab History: 1 HOUR-postPregnancy:-0.071
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.070
* Vital: Ht Percentile-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.546
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Lab History: RBC-otherPregnancy:0.088
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.084
Maternal Lab History: 1 HOUR-postPregnancy:0.079
Maternal Procedure History:96372-otherPregnancy:-0.079
Diagnosis:9ccs128:Asthma:0.079
Diagnosis:9ccs89:Blindness:0.079
Maternal Diagnosis:9ccs184:Early labor:-0.075
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073
Vital: Ht Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: PAPP-A-postPregnancy:-0.103
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.086
Maternal Lab History: ALBUMIN-otherPregnancy:-0.077
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:-0.068
Maternal Lab History: ANION GAP-otherPregnancy:-0.067
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.067
Diagnosis:9ccs89:Blindness:0.063
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.063
Maternal Lab History: INHMOM-otherPregnancy:-0.062
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.060
* Vital: Wt Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 548 | OR_unadj: 1.684 [1.224 2.316] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.109
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.099
Maternal Lab History: IRON-postPregnancy:-0.090
Maternal Lab History: INHMOM-postPregnancy:0.084
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Procedure History:86580-postPregnancy:-0.081
Maternal Lab History: 1 HOUR-otherPregnancy:0.080
Newborn Diagnosis:9ccs200:Oth skin dx:-0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.077
Vital: HR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 587 | OR_unadj: 0.960 [0.669 1.378] | indivs AUC:0.453
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.169
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.118
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.113
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.105
Maternal Lab History: WBC-postPregnancy:0.104
Maternal Lab History: LDH-otherPregnancy:0.103
Maternal Procedure History:58300-postPregnancy:0.098
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.095
Maternal Lab History: ESTRIOL-postPregnancy:-0.094
Maternal Lab History: CREATININE-postPregnancy:-0.091
* Maternal Diagnosis:9ccs183:HTN in preg | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 155 | OR_unadj: 1.745 [1.167 2.610] | indivs AUC:0.530
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg:1.000
Maternal Diagnosis:9ccs98:HTN:0.188
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.172
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.171
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.163
Newborn Diagnosis:9ccs219:Low birth wt:0.144
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.134
Maternal Diagnosis:9ccs184:Early labor:0.128
Maternal Lab History: LDH-postPregnancy:0.118
Maternal Lab History: ALBUMIN-postPregnancy:-0.108
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 371 | OR_unadj: 0.872 [0.627 1.214] | indivs AUC:0.459
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.616
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.447
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.410
Maternal Lab History: CREATININE-postPregnancy:-0.356
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.337
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.333
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.325
Maternal Lab History: CREATININE-otherPregnancy:-0.319
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.319
Maternal Lab History: CALCIUM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 332 | OR_unadj: 0.847 [0.539 1.330] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: CALCIUM-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.582
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.538
Maternal Lab History: MAGNESIUM-postPregnancy:-0.342
Maternal Lab History: Alk Phos-postPregnancy:-0.300
Maternal Lab History: HEMATOCRIT-postPregnancy:0.275
Maternal Lab History: SODIUM-postPregnancy:0.273
Maternal Lab History: PTT-postPregnancy:0.271
Maternal Lab History: LDH-postPregnancy:-0.266
Maternal Lab History: INR-postPregnancy:0.255
* Vital: Wt-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 316 | OR_unadj: 1.666 [1.070 2.593] | indivs AUC:0.573
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.300
Maternal Lab History: WEIGHT-otherPregnancy:0.290
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.256
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.240
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.221
Maternal Lab History: MCV-otherPregnancy:-0.201
Maternal Lab History: WEIGHT-postPregnancy:0.201
Maternal Procedure History:81000-otherPregnancy:0.180
Maternal Lab History: MCH-otherPregnancy:-0.179
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.176
* Vital: Wt Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 408 | OR_unadj: 1.512 [1.054 2.171] | indivs AUC:0.526
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.135
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125
Maternal Lab History: INHMOM-postPregnancy:0.124
Maternal Lab History: INHMOM-otherPregnancy:-0.107
Maternal Diagnosis:9ccs128:Asthma:-0.099
Diagnosis:9ccs117:Ot circul dx:-0.095
Newborn Diagnosis:9ccs200:Oth skin dx:-0.094
Newborn Diagnosis:9ccs219:Low birth wt:-0.089
Maternal Lab History: APF MoM-otherPregnancy:-0.088
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.088
Vital: Wt Change-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.530
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.106
Maternal Lab History: URINE PROTEIN-postPregnancy:0.098
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.096
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.093
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089
Maternal Lab History: PROLACTIN-postPregnancy:-0.088
Maternal Lab History: NT MoM-postPregnancy:-0.085
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.083
Maternal Lab History: INHMOM-otherPregnancy:-0.077
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.077
Vital: HR-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:0.089
Maternal Diagnosis:9ccs182:Hemorr preg:0.084
Diagnosis:9ccs259:Unclassified:0.080
Diagnosis:9ccs214:GI cong anom:-0.079
Diagnosis:9ccs167:Breast dx:0.072
Newborn Diagnosis:9ccs256:Exam/eval:0.072
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.072
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.070
Maternal Lab History: CHLORIDE-postPregnancy:0.069
Diagnosis:9ccs244:Other injury:0.063
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 203 | OR_unadj: 1.100 [0.695 1.740] | indivs AUC:0.473
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.855
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.384
Maternal Lab History: CREATININE-otherPregnancy:-0.381
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.331
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.327
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:0.280
Maternal Procedure History:99000-otherPregnancy:-0.260
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.246
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.223
Maternal Lab History: AST-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 201 | OR_unadj: 0.983 [0.511 1.891] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: AST-otherPregnancy:1.000
Maternal Lab History: ALT-otherPregnancy:0.706
Maternal Lab History: Alk Phos-otherPregnancy:0.202
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.166
Maternal Lab History: AST-postPregnancy:0.162
Maternal Lab History: URINE CULTURE-postPregnancy:0.158
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.136
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.123
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.114
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.110
* Vital: Wt Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 447 | OR_unadj: 1.467 [1.036 2.078] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.107
Maternal Procedure History:86580-postPregnancy:-0.103
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Diagnosis:9ccs208:Acq foot def:0.086
Maternal Procedure History:97014-postPregnancy:0.080
Diagnosis:9ccs217:Ot cong anom:-0.077
Newborn Diagnosis:9ccs200:Oth skin dx:-0.075
Maternal Diagnosis:9ccs184:Early labor:-0.075
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.074
Maternal Lab History: Varicella IgG-postPregnancy:0.073
Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.460
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.246
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs7:Viral infect:0.153
Diagnosis:9ccs126:Ot up rsp in:0.144
Diagnosis:9ccs239:Superfic inj:0.136
Diagnosis:9ccs10:Immuniz/scrn:0.130
Diagnosis:9ccs250:Nausea/vomit:0.124
Diagnosis:9ccs133:Oth low resp:0.116
Diagnosis:9ccs91:Other eye dx:0.113
Maternal Lab History: URINE PH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 0.816 [0.438 1.518] | indivs AUC:0.475
Correlated most with:
Maternal Lab History: URINE PH-otherPregnancy:1.000
Maternal Lab History: URINE PH-postPregnancy:0.210
Maternal Lab History: CHLORIDE-otherPregnancy:-0.173
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.147
Maternal Procedure History:S9470-otherPregnancy:0.136
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.133
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.126
Maternal Lab History: 2 HOUR-otherPregnancy:-0.124
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.112
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.112
Maternal Lab History: BASOPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 251 | OR_unadj: 0.750 [0.414 1.360] | indivs AUC:0.460
Correlated most with:
Maternal Lab History: BASOPHIL-otherPregnancy:1.000
Maternal Lab History: POLYS-otherPregnancy:-0.201
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.175
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.165
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.160
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.158
Maternal Lab History: BASOPHIL-postPregnancy:0.151
Maternal Lab History: NT MoM-otherPregnancy:0.145
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.142
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.139
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.016 [0.619 1.668] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.261
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.192
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.180
Maternal Lab History: WBC-otherPregnancy:-0.174
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.148
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.143
Maternal Lab History: NT MoM-otherPregnancy:-0.139
Maternal Lab History: TP PERIOD-postPregnancy:-0.139
Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.138
Maternal Lab History: RBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 1.324 [0.838 2.089] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: RBC-otherPregnancy:1.000
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.652
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.530
Maternal Lab History: MCV-otherPregnancy:-0.469
Maternal Lab History: MCH-otherPregnancy:-0.377
Maternal Lab History: ALBUMIN-otherPregnancy:0.333
Maternal Lab History: CALCIUM-otherPregnancy:0.293
Maternal Lab History: RBC-postPregnancy:0.292
Maternal Lab History: MCV-postPregnancy:-0.223
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.206
Vital: BMI-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 308 | OR_unadj: 1.059 [0.563 1.991] | indivs AUC:0.535
Correlated most with:
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.185
Maternal Lab History: RDW-otherPregnancy:0.183
Maternal Procedure History:86580-otherPregnancy:0.179
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.170
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.165
Maternal Lab History: BUN-otherPregnancy:-0.148
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.144
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.131
Maternal Lab History: PAPP-A-otherPregnancy:0.125
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.123
* Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.201
Number of Visits:0.184
Diagnosis:9ccs155:Other GI dx:0.168
Diagnosis:9ccs7:Viral infect:0.158
Diagnosis:9ccs256:Exam/eval:0.140
Diagnosis:9ccs239:Superfic inj:0.138
Diagnosis:9ccs126:Ot up rsp in:0.119
Diagnosis:9ccs255:Social admin:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.106
Vital: Wt Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 491 | OR_unadj: 0.943 [0.621 1.433] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.136
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.109
Maternal Lab History: 1 HOUR-postPregnancy:0.090
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.090
Maternal Procedure History:96372-otherPregnancy:-0.088
Maternal Lab History: INHMOM-otherPregnancy:0.086
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.082
Diagnosis:9ccs92:Otitis media:0.077
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.075
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.073
Vital: Ht Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110
Newborn Diagnosis:9ccs219:Low birth wt:-0.108
Maternal Diagnosis:9ccs259:Unclassified:-0.099
Maternal Diagnosis:9ccs184:Early labor:-0.094
Maternal Procedure History:86580-postPregnancy:-0.089
Newborn Diagnosis:9ccs200:Oth skin dx:-0.081
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.080
Maternal Lab History: HCG-otherPregnancy:-0.079
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.073
Maternal Lab History: HERPES II IgG-otherPregnancy:0.072
Vital: Ht Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.497
Correlated most with:
Maternal Procedure History:90472-postPregnancy:-0.099
Diagnosis:9ccs92:Otitis media:0.085
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.082
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.071
Maternal Lab History: ALT-otherPregnancy:0.070
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.070
Diagnosis:9ccs136:Teeth dx:0.069
Maternal Lab History: FASTING-postPregnancy:0.069
Maternal Lab History: A/G-postPregnancy:-0.068
Diagnosis:9ccs74:Ot mentl cnd:0.066
Vital: Wt Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 372 | OR_unadj: 0.999 [0.638 1.563] | indivs AUC:0.516
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.088
Maternal Lab History: PAPP-A-otherPregnancy:-0.081
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.080
Maternal Lab History: BASOPHIL-postPregnancy:0.080
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.076
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.075
Diagnosis:9ccs127:COPD:0.074
Maternal Lab History: HERPES II IgG-otherPregnancy:0.072
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.071
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 1.369 [0.873 2.146] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.847
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.703
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.571
Maternal Lab History: WBC-otherPregnancy:0.413
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.241
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.223
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.199
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.177
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.169
Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs128:Asthma:0.241
Diagnosis:9ccs92:Otitis media:0.228
Diagnosis:9ccs257:Ot aftercare:0.216
Number of Visits:0.180
Diagnosis:9ccs126:Ot up rsp in:0.165
Diagnosis:9ccs122:Pneumonia:0.164
Diagnosis:9ccs7:Viral infect:0.159
Diagnosis:9ccs133:Oth low resp:0.156
Diagnosis:9ccs135:Intest infct:0.131
Vital: HR-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.471
Correlated most with:
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.078
Maternal Lab History: PLATELET COUNT-postPregnancy:0.073
Diagnosis:9ccs213:Cardiac anom:-0.072
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.068
Maternal Procedure History:90658-postPregnancy:-0.064
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.064
Maternal Lab History: INHMOM-postPregnancy:-0.063
Maternal Lab History: COLONY COUNT-postPregnancy:0.063
Diagnosis:9ccs10:Immuniz/scrn:0.060
Diagnosis:10ccs58:Ot nutrit dx:-0.060
Maternal Lab History: MCH-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 0.691 [0.420 1.135] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: MCH-otherPregnancy:1.000
Maternal Lab History: MCV-otherPregnancy:0.792
Maternal Lab History: RDW-otherPregnancy:-0.618
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.550
Maternal Lab History: MCH-postPregnancy:0.430
Maternal Lab History: MCV-postPregnancy:0.397
Maternal Lab History: RBC-otherPregnancy:-0.377
Maternal Lab History: RDW-postPregnancy:-0.296
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.281
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.256
Maternal Lab History: RDW-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 280 | OR_unadj: 1.136 [0.672 1.920] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: RDW-otherPregnancy:1.000
Maternal Lab History: MCH-otherPregnancy:-0.618
Maternal Lab History: MCV-otherPregnancy:-0.560
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.458
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.333
Maternal Lab History: RDW-postPregnancy:0.262
Maternal Lab History: MCH-postPregnancy:-0.252
Maternal Lab History: MCV-postPregnancy:-0.243
Maternal Lab History: CALCIUM-otherPregnancy:-0.221
Maternal Procedure History:96372-otherPregnancy:0.216
Maternal Lab History: EOSINOPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 271 | OR_unadj: 0.887 [0.487 1.618] | indivs AUC:0.524
Correlated most with:
Maternal Lab History: EOSINOPHIL-otherPregnancy:1.000
Maternal Lab History: EOSINOPHIL-postPregnancy:0.272
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.223
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.185
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.163
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.125
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.122
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.111
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.110
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.108
Maternal Lab History: Alk Phos-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 215 | OR_unadj: 1.115 [0.606 2.053] | indivs AUC:0.527
Correlated most with:
Maternal Lab History: Alk Phos-otherPregnancy:1.000
Maternal Lab History: COLONY COUNT-otherPregnancy:0.258
Maternal Lab History: ALBUMIN-otherPregnancy:-0.216
Maternal Lab History: Alk Phos-postPregnancy:0.206
Maternal Lab History: AST-otherPregnancy:0.202
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.197
Maternal Lab History: MPV-otherPregnancy:0.196
Maternal Lab History: VLDL-postPregnancy:0.173
Maternal Procedure History:36415-otherPregnancy:-0.168
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.168
Maternal Lab History: HEMATOCRIT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 1.080 [0.683 1.709] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: HEMATOCRIT-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.928
Maternal Lab History: RBC-otherPregnancy:0.652
Maternal Lab History: MCV-otherPregnancy:0.361
Maternal Lab History: CALCIUM-otherPregnancy:0.335
Maternal Lab History: RDW-otherPregnancy:-0.333
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.323
Maternal Lab History: HEMATOCRIT-postPregnancy:0.307
Maternal Lab History: ALBUMIN-otherPregnancy:0.292
Maternal Lab History: MCH-otherPregnancy:0.281
Maternal Lab History: CREATININE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 330 | OR_unadj: nan [ nan nan] | indivs AUC:0.538
Correlated most with:
Maternal Lab History: CREATININE-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.529
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.467
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.448
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.416
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.359
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.356
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.342
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.334
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.317
Maternal Lab History: CREATININE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: nan [ nan nan] | indivs AUC:0.533
Correlated most with:
Maternal Lab History: CREATININE-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.790
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.732
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.725
Maternal Procedure History:99000-otherPregnancy:0.462
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.452
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.438
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.421
Maternal Procedure History:90656-otherPregnancy:0.386
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.381
Maternal Lab History: CHLORIDE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.364 [0.840 2.215] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: CHLORIDE-otherPregnancy:1.000
Maternal Lab History: SODIUM-otherPregnancy:0.449
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.289
Maternal Lab History: ALBUMIN-otherPregnancy:-0.244
Maternal Lab History: URINE KETONES-otherPregnancy:-0.218
Maternal Lab History: 2 HOUR-otherPregnancy:0.208
Maternal Lab History: CALCIUM-otherPregnancy:-0.208
Maternal Lab History: PT-otherPregnancy:-0.206
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.185
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.185
* Maternal Diagnosis:9ccs186:DM in preg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 164 | OR_unadj: 2.045 [1.396 2.995] | indivs AUC:0.565
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg:1.000
Maternal Diagnosis:9ccs49:DiabMel no c:0.409
Newborn Diagnosis:9ccs259:Unclassified:0.292
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.243
MatDeliveryAge:0.211
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.169
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.166
Maternal Diagnosis:9ccs176:Contraceptiv:0.135
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.126
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.123
Vital: Wt Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 305 | OR_unadj: 0.948 [0.596 1.507] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.119
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.111
Maternal Diagnosis:9ccs184:Early labor:-0.109
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.105
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.099
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.097
Newborn Diagnosis:9ccs219:Low birth wt:-0.097
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.096
Maternal Lab History: WBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 1.232 [0.769 1.973] | indivs AUC:0.534
Correlated most with:
Maternal Lab History: WBC-otherPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.823
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.574
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.484
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.413
Maternal Lab History: ABS LYMPH-otherPregnancy:0.298
Maternal Lab History: WBC-postPregnancy:0.291
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.283
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.257
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.221
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.195
Diagnosis:9ccs143:Abdom hernia:0.131
Diagnosis:9ccs208:Acq foot def:0.129
Diagnosis:9ccs217:Ot cong anom:0.112
Newborn Diagnosis:9ccs200:Oth skin dx:0.108
Maternal Procedure History:90658-postPregnancy:0.102
Maternal Procedure History:87880-postPregnancy:0.101
Maternal Diagnosis:9ccs46:Bnign ut neo:0.100
Diagnosis:9ccs216:Nerv cong an:0.100
Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs92:Otitis media:0.231
Diagnosis:9ccs7:Viral infect:0.205
Diagnosis:9ccs126:Ot up rsp in:0.191
Number of Visits:0.174
Diagnosis:9ccs10:Immuniz/scrn:0.143
Diagnosis:9ccs125:Bronchitis:0.129
Diagnosis:9ccs255:Social admin:0.125
Diagnosis:9ccs133:Oth low resp:0.117
Diagnosis:9ccs135:Intest infct:0.112
Maternal Lab History: ALT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 318 | OR_unadj: 0.693 [0.342 1.405] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: ALT-postPregnancy:1.000
Maternal Lab History: AST-postPregnancy:0.637
Maternal Lab History: Alk Phos-postPregnancy:0.374
Maternal Procedure History:90663-postPregnancy:0.348
Maternal Procedure History:90470-postPregnancy:0.346
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.345
Maternal Lab History: LIPASE-postPregnancy:-0.339
Maternal Lab History: GAMMA GT-postPregnancy:0.260
Maternal Lab History: AST (SGOT)-postPregnancy:0.245
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.241
Maternal Lab History: SODIUM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.020 [0.598 1.741] | indivs AUC:0.480
Correlated most with:
Maternal Lab History: SODIUM-otherPregnancy:1.000
Maternal Lab History: CHLORIDE-otherPregnancy:0.449
Maternal Lab History: SODIUM-postPregnancy:0.265
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.264
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.216
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.188
Maternal Lab History: ANION GAP-otherPregnancy:0.173
Maternal Lab History: MCH-otherPregnancy:0.146
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.137
Maternal Lab History: CALCIUM-otherPregnancy:0.135
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 310 | OR_unadj: 0.947 [0.669 1.342] | indivs AUC:0.459
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.887
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.883
Maternal Lab History: CREATININE-otherPregnancy:-0.790
Maternal Procedure History:99000-otherPregnancy:-0.553
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.542
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.503
Maternal Procedure History:90656-otherPregnancy:-0.461
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.447
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.410
Vital: BMI Percentile-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.114
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.087
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.081
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074
Diagnosis:9ccs58:Ot nutrit dx:0.073
Maternal Lab History: FASTING-postPregnancy:0.073
Diagnosis:9ccs215:gu cong anom:0.072
Diagnosis:9ccs240:Burns:-0.071
Diagnosis:9ccs250:Nausea/vomit:-0.069
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.066
Vital: HR-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.518
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.132
Maternal Lab History: GFR in African American-otherPregnancy:-0.126
Maternal Lab History: GFR Calculation-otherPregnancy:-0.126
Maternal Lab History: PT-postPregnancy:-0.112
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.111
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.105
Newborn Diagnosis:9ccs253:Allergy:0.094
Maternal Diagnosis:9ccs238:Complic proc:-0.088
Maternal Lab History: INR-postPregnancy:-0.087
Maternal Lab History: CARBON DIOXIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.210 [0.748 1.956] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.345
Maternal Lab History: CALCIUM-otherPregnancy:0.345
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.297
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.269
Maternal Lab History: SODIUM-otherPregnancy:0.264
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.254
Maternal Lab History: ANION GAP-otherPregnancy:-0.253
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.210
Maternal Lab History: Alk Phos-otherPregnancy:-0.197
Vital: BMI Percentile-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 258 | OR_unadj: 1.431 [0.924 2.214] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.114
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.086
Diagnosis:9ccs58:Ot nutrit dx:0.081
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.076
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.072
Maternal Lab History: FASTING-postPregnancy:0.071
Diagnosis:9ccs215:gu cong anom:0.070
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.069
Diagnosis:9ccs137:Mouth dx:-0.069
Diagnosis:9ccs240:Burns:-0.068
Vital: Ht Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.467
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.107
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.103
Maternal Diagnosis:9ccs184:Early labor:-0.102
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.089
Maternal Lab History: 1 HOUR-otherPregnancy:0.079
Newborn Diagnosis:9ccs200:Oth skin dx:-0.076
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.074
Diagnosis:9ccs208:Acq foot def:0.072
Maternal Procedure History:90746-postPregnancy:-0.071
Maternal Diagnosis:9ccs185:Long pregncy:0.070
Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.525
Diagnosis:9ccs117:Ot circul dx:0.230
Newborn Diagnosis:9ccs96:Hrt valve dx:0.220
Newborn Diagnosis:9ccs213:Cardiac anom:0.181
Maternal Procedure History:96372-otherPregnancy:0.107
Diagnosis:9ccs259:Unclassified:0.096
Diagnosis:9ccs10:Immuniz/scrn:0.090
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.090
Diagnosis:9ccs257:Ot aftercare:0.088
* Maternal Diagnosis:9ccs176:Contraceptiv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 1.666 [1.121 2.475] | indivs AUC:0.546
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv:1.000
MatDeliveryAge:0.265
Maternal Diagnosis:9ccs189:Prev c-sectn:0.239
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.155
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.142
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.140
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.138
Maternal Diagnosis:9ccs186:DM in preg:0.135
Maternal Lab History: CREATININE-otherPregnancy:0.126
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.123
Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs136:Teeth dx:0.088
Diagnosis:9ccs137:Mouth dx:0.083
Diagnosis:9ccs239:Superfic inj:0.080
Diagnosis:9ccs2:Septicemia:0.079
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.079
Diagnosis:9ccs90:Eye infectn:0.077
Diagnosis:9ccs255:Social admin:0.075
Diagnosis:9ccs7:Viral infect:0.074
* Maternal Lab History: WEIGHT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 2.031 [1.064 3.878] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: WEIGHT-postPregnancy:1.000
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.335
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.280
Maternal Lab History: 1 HOUR-postPregnancy:0.190
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.172
Maternal Lab History: hCG MoM-postPregnancy:-0.171
Maternal Lab History: WEIGHT-otherPregnancy:0.169
Maternal Procedure History:97014-postPregnancy:-0.156
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.143
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.142
Maternal Lab History: LYMPHOCYTE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 275 | OR_unadj: 0.925 [0.551 1.552] | indivs AUC:0.478
Correlated most with:
Maternal Lab History: LYMPHOCYTE-otherPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.847
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.617
Maternal Lab History: ABS LYMPH-otherPregnancy:0.538
Maternal Lab History: WBC-otherPregnancy:-0.484
Maternal Lab History: POLYS-otherPregnancy:-0.392
Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.236
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.208
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.196
Maternal Lab History: ABS LYMPH-postPregnancy:0.181
Vital: Wt Change-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 329 | OR_unadj: 1.015 [0.648 1.588] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.141
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.118
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.109
Maternal Lab History: INHMOM-postPregnancy:0.103
Maternal Lab History: 1 HOUR-postPregnancy:-0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.091
Lab:295669 BILIRUBIN DIRECT - LMC:0.088
Maternal Procedure History:90656-postPregnancy:0.084
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.083
Maternal Lab History: POLYS-postPregnancy:-0.079
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.482 [0.910 2.416] | indivs AUC:0.524
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:1.000
Maternal Lab History: WBC-otherPregnancy:0.823
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.703
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.617
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.552
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.241
Maternal Lab History: WBC-postPregnancy:0.236
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.227
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.192
Maternal Lab History: CHLORIDE-otherPregnancy:-0.174
Maternal Lab History: POTASSIUM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 0.922 [0.493 1.724] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: POTASSIUM-otherPregnancy:1.000
Maternal Lab History: POTASSIUM-postPregnancy:0.306
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.250
Maternal Lab History: CALCIUM-otherPregnancy:0.228
Maternal Lab History: ALBUMIN-otherPregnancy:0.213
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.201
Maternal Lab History: MPV-otherPregnancy:-0.190
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.157
Maternal Lab History: PLATELET COUNT-postPregnancy:0.156
Maternal Lab History: ABS LYMPH-otherPregnancy:0.151
Maternal Lab History: ESTRIOL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 164 | OR_unadj: 1.485 [0.828 2.663] | indivs AUC:0.529
Correlated most with:
Maternal Lab History: ESTRIOL-postPregnancy:1.000
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.458
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.253
Maternal Lab History: APF MoM-postPregnancy:0.230
Maternal Lab History: ESTRIOL-otherPregnancy:0.199
Maternal Lab History: INHMOM-postPregnancy:0.175
Maternal Lab History: hCG MoM-postPregnancy:-0.171
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.156
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.144
Maternal Lab History: AFP-postPregnancy:0.135
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 338 | OR_unadj: 0.917 [0.653 1.287] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.523
Maternal Lab History: CREATININE-postPregnancy:-0.448
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.447
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.428
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.406
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.344
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.342
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.316
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.308
Maternal Lab History: MCV-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 0.814 [0.499 1.328] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: MCV-otherPregnancy:1.000
Maternal Lab History: MCH-otherPregnancy:0.792
Maternal Lab History: RDW-otherPregnancy:-0.560
Maternal Lab History: MCV-postPregnancy:0.503
Maternal Lab History: RBC-otherPregnancy:-0.469
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.425
Maternal Lab History: MCH-postPregnancy:0.403
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.361
Maternal Lab History: RDW-postPregnancy:-0.293
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.234
Maternal Lab History: MONOCYTES-5P-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 0.969 [0.551 1.705] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: MONOCYTES-5P-otherPregnancy:1.000
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.648
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.258
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.241
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.217
Maternal Lab History: PT-otherPregnancy:-0.147
Maternal Lab History: INR-otherPregnancy:-0.144
Maternal Lab History: AST (SGOT)-otherPregnancy:0.144
Maternal Lab History: RUBELLA-postPregnancy:-0.140
Maternal Procedure History:99401-otherPregnancy:0.137
Maternal Diagnosis:9ccs168:PID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 0.617 [0.342 1.113] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs168:PID-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.344
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.335
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.299
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.276
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.275
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.239
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.238
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.227
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.217
Maternal Lab History: TOTAL PROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 216 | OR_unadj: 0.935 [0.532 1.643] | indivs AUC:0.467
Correlated most with:
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.796
Maternal Lab History: CALCIUM-otherPregnancy:0.549
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.297
Maternal Lab History: CHLORIDE-otherPregnancy:-0.289
Maternal Lab History: GLOBULIN-otherPregnancy:0.275
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.233
Maternal Lab History: RBC-otherPregnancy:0.206
Maternal Lab History: POTASSIUM-otherPregnancy:0.201
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.187
Maternal Lab History: URINE PH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 282 | OR_unadj: 0.705 [0.447 1.113] | indivs AUC:0.476
Correlated most with:
Maternal Lab History: URINE PH-postPregnancy:1.000
Maternal Lab History: URINE PH-otherPregnancy:0.210
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.141
Maternal Lab History: AMYLASE-postPregnancy:-0.124
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.122
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.115
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.113
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.113
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.111
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.110
Maternal Lab History: MPV-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 247 | OR_unadj: 1.122 [0.655 1.921] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: MPV-otherPregnancy:1.000
Maternal Lab History: MPV-postPregnancy:0.421
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.420
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.225
Maternal Lab History: Alk Phos-otherPregnancy:0.196
Maternal Lab History: POTASSIUM-otherPregnancy:-0.190
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.168
Maternal Lab History: URINE KETONES-otherPregnancy:0.167
Maternal Lab History: CALCIUM-otherPregnancy:-0.167
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.167
Vital: Wt Change-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 420 | OR_unadj: 0.968 [0.619 1.514] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.099
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.095
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.083
Maternal Procedure History:90772-postPregnancy:0.071
Maternal Procedure History:90471-otherPregnancy:0.069
Diagnosis:9ccs124:Tonsillitis:-0.068
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.067
Maternal Procedure History:86580-postPregnancy:-0.066
Diagnosis:9ccs47:Ot bnign neo:0.065
Maternal Lab History: APF MoM-otherPregnancy:-0.065
Maternal Lab History: AST-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 269 | OR_unadj: 0.811 [0.398 1.653] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: AST-postPregnancy:1.000
Maternal Lab History: ALT-postPregnancy:0.637
Maternal Lab History: Alk Phos-postPregnancy:0.368
Maternal Lab History: LDH-postPregnancy:0.300
Maternal Lab History: GAMMA GT-postPregnancy:0.292
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.235
Maternal Lab History: PO2-postPregnancy:0.199
Maternal Lab History: O2 SATURATION-postPregnancy:0.198
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.196
Maternal Lab History: BICARBONATE-postPregnancy:-0.196
Maternal Procedure History:90656-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: nan [ nan nan] | indivs AUC:0.506
Correlated most with:
Maternal Procedure History:90656-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.470
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.461
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.434
Maternal Lab History: CREATININE-otherPregnancy:0.386
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:-0.293
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.278
Maternal Procedure History:99000-otherPregnancy:0.271
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.252
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.251
Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.206
Diagnosis:9ccs126:Ot up rsp in:0.190
Diagnosis:9ccs92:Otitis media:0.183
Diagnosis:9ccs7:Viral infect:0.156
Diagnosis:9ccs10:Immuniz/scrn:0.147
Diagnosis:9ccs125:Bronchitis:0.131
Diagnosis:9ccs253:Allergy:0.129
Diagnosis:9ccs255:Social admin:0.124
Diagnosis:9ccs257:Ot aftercare:0.120
Maternal Lab History: CALCIUM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.175 [0.712 1.939] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: CALCIUM-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.634
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.549
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.345
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.335
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.322
Maternal Lab History: RBC-otherPregnancy:0.293
Maternal Lab History: POTASSIUM-otherPregnancy:0.228
Maternal Lab History: RDW-otherPregnancy:-0.221
Maternal Lab History: CALCIUM-postPregnancy:0.217
Maternal Procedure History:81025-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 192 | OR_unadj: 1.195 [0.632 2.260] | indivs AUC:0.499
Correlated most with:
Maternal Procedure History:81025-postPregnancy:1.000
Maternal Procedure History:J1055-postPregnancy:0.361
Maternal Procedure History:90772-postPregnancy:0.339
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.213
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.210
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.176
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.175
Maternal Lab History: GAMMA GT-postPregnancy:0.165
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.161
Maternal Procedure History:90746-postPregnancy:-0.157
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 1.081 [0.588 1.987] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:1.000
Maternal Lab History: AFP-postPregnancy:0.378
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.374
Maternal Lab History: WEIGHT-postPregnancy:0.280
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.267
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.212
Maternal Lab History: MONOCYTE-otherPregnancy:0.169
Maternal Lab History: MONOCYTE-postPregnancy:0.159
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.147
Maternal Lab History: hCG MoM-postPregnancy:-0.140
Vital: Wt Change-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: FASTING-postPregnancy:-0.109
Lab:323825 STREP SCREEN THROAT - Sunrise:0.107
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.096
Maternal Lab History: FASTING-otherPregnancy:-0.095
Maternal Procedure History:96372-otherPregnancy:-0.091
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.087
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.087
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.086
Diagnosis:9ccs151:Oth liver dx:-0.084
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.076
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 256 | OR_unadj: 1.051 [0.728 1.517] | indivs AUC:0.480
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.918
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.883
Maternal Lab History: CREATININE-otherPregnancy:-0.725
Maternal Procedure History:99000-otherPregnancy:-0.508
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.478
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.475
Maternal Procedure History:90656-otherPregnancy:-0.470
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.422
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.382
Maternal Lab History: ALBUMIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 321 | OR_unadj: 0.826 [0.531 1.287] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:1.000
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.795
Maternal Lab History: CALCIUM-postPregnancy:0.582
Maternal Lab History: Alk Phos-postPregnancy:-0.386
Maternal Lab History: SODIUM-postPregnancy:0.335
Maternal Lab History: HEMATOCRIT-postPregnancy:0.316
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.280
Maternal Lab History: LDH-postPregnancy:-0.272
Maternal Lab History: RBC-postPregnancy:0.268
Maternal Lab History: INR-postPregnancy:0.266
Vital: HR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 291 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: AFP-otherPregnancy:0.201
Maternal Lab History: ANION GAP-otherPregnancy:0.160
Maternal Procedure History:81000-postPregnancy:-0.138
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.135
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.135
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.123
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.121
Maternal Lab History: URINE PH-otherPregnancy:0.120
Maternal Lab History: SODIUM-otherPregnancy:0.119
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.118
Maternal Lab History: POLYS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 144 | OR_unadj: 1.016 [0.527 1.959] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: POLYS-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.348
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.301
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.288
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.281
Maternal Lab History: MONOS-postPregnancy:-0.262
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.245
Maternal Lab History: BASOPHIL-postPregnancy:-0.244
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.238
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.215
Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.259
Diagnosis:9ccs91:Other eye dx:0.181
Diagnosis:9ccs47:Ot bnign neo:0.154
Diagnosis:9ccs95:Oth nerv dx:0.112
Diagnosis:9ccs257:Ot aftercare:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs216:Nerv cong an:0.101
Diagnosis:9ccs74:Ot mentl cnd:0.099
Diagnosis:9ccs51:Ot endo dsor:0.099
Maternal Lab History: NO. OF FETUSES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 173 | OR_unadj: nan [ nan nan] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: NO. OF FETUSES-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.397
Maternal Lab History: CREATININE-postPregnancy:0.342
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.287
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.279
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.260
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.257
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.251
Maternal Lab History: CREATININE-otherPregnancy:0.247
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.239
Vital: HR-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.527
Correlated most with:
Maternal Procedure History:90658-postPregnancy:-0.121
Maternal Lab History: 3 HOUR-postPregnancy:0.113
Maternal Diagnosis:9ccs98:HTN:0.111
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.102
Newborn Diagnosis:9ccs256:Exam/eval:0.091
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.082
Diagnosis:9ccs167:Breast dx:0.081
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.079
Maternal Diagnosis:9ccs182:Hemorr preg:0.078
Maternal Procedure History:90649-postPregnancy:-0.076
Maternal Procedure History:86580-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 233 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.516
Correlated most with:
Maternal Procedure History:86580-otherPregnancy:1.000
Maternal Procedure History:86580-postPregnancy:0.267
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.222
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.172
Maternal Lab History: PT-postPregnancy:0.151
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.144
Maternal Lab History: PAPP-A-otherPregnancy:0.142
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.141
Maternal Lab History: AMYLASE-postPregnancy:-0.133
Maternal Lab History: LDH-otherPregnancy:0.129
Maternal Lab History: PLATELET COUNT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 0.987 [0.602 1.619] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: PLATELET COUNT-otherPregnancy:1.000
Maternal Lab History: PLATELET COUNT-postPregnancy:0.488
Maternal Lab History: MPV-otherPregnancy:-0.420
Maternal Lab History: WBC-otherPregnancy:0.283
Maternal Lab History: MPV-postPregnancy:-0.282
Maternal Lab History: ABS LYMPH-otherPregnancy:0.256
Maternal Lab History: POTASSIUM-otherPregnancy:0.250
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.227
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.223
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.180
Maternal Procedure History:81000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 337 | OR_unadj: 0.637 [0.315 1.287] | indivs AUC:0.487
Correlated most with:
Maternal Procedure History:81000-postPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.389
Maternal Procedure History:99401-postPregnancy:0.255
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.248
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.237
Maternal Procedure History:99000-postPregnancy:0.221
Maternal Procedure History:81000-otherPregnancy:0.220
Maternal Lab History: CREATININE-postPregnancy:-0.218
Maternal Lab History: CREATININE-otherPregnancy:-0.198
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.192
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 260 | OR_unadj: 1.065 [0.740 1.532] | indivs AUC:0.472
Correlated most with:
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.918
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.887
Maternal Lab History: CREATININE-otherPregnancy:-0.732
Maternal Procedure History:99000-otherPregnancy:-0.523
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.498
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.493
Maternal Procedure History:90656-otherPregnancy:-0.434
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.410
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.392
Maternal Procedure History:81000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 314 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.524
Correlated most with:
Maternal Procedure History:81000-otherPregnancy:1.000
Maternal Procedure History:99401-otherPregnancy:0.329
Maternal Procedure History:81000-postPregnancy:0.220
Maternal Procedure History:90656-otherPregnancy:-0.219
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.218
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.210
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.206
Maternal Procedure History:36415-otherPregnancy:0.200
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.173
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.169
Vital: Wt Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 358 | OR_unadj: 1.211 [0.811 1.809] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.141
Diagnosis:9ccs117:Ot circul dx:-0.117
Maternal Lab History: INHMOM-postPregnancy:0.114
Newborn Diagnosis:9ccs219:Low birth wt:-0.111
Maternal Procedure History:86580-postPregnancy:-0.110
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.110
Maternal Diagnosis:9ccs184:Early labor:-0.110
Maternal Lab History: INHMOM-otherPregnancy:-0.107
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.097
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.088
* Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.475
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.151
Newborn Diagnosis:9ccs222:Perint jaund:0.115
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Diagnosis:9ccs155:Other GI dx:0.090
Diagnosis:9ccs257:Ot aftercare:0.087
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.082
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.078
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077
Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs200:Oth skin dx:0.104
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.090
Diagnosis:9ccs94:Other ear dx:0.084
Diagnosis:9ccs133:Oth low resp:0.084
Diagnosis:9ccs211:Ot conn tiss:0.081
Diagnosis:9ccs61:Sickle cell:0.075
Diagnosis:9ccs257:Ot aftercare:0.075
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.075
Maternal Lab History: POTASSIUM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 332 | OR_unadj: 1.049 [0.658 1.672] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: POTASSIUM-postPregnancy:1.000
Maternal Lab History: POTASSIUM-otherPregnancy:0.306
Maternal Lab History: CALCIUM-postPregnancy:0.242
Maternal Lab History: ALBUMIN-postPregnancy:0.190
Maternal Lab History: SODIUM-postPregnancy:0.175
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.166
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.145
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.133
Maternal Lab History: URINE KETONES-postPregnancy:-0.131
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.127
Maternal Lab History: ALBUMIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 217 | OR_unadj: 1.064 [0.613 1.847] | indivs AUC:0.478
Correlated most with:
Maternal Lab History: ALBUMIN-otherPregnancy:1.000
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.796
Maternal Lab History: CALCIUM-otherPregnancy:0.634
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.345
Maternal Lab History: RBC-otherPregnancy:0.333
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.292
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.267
Maternal Lab History: CHLORIDE-otherPregnancy:-0.244
Maternal Lab History: ALBUMIN-postPregnancy:0.235
Maternal Lab History: Alk Phos-otherPregnancy:-0.216
Maternal Diagnosis:9ccs192:Umbil cord | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 0.818 [0.467 1.430] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs192:Umbil cord:1.000
Maternal Procedure History:36416-postPregnancy:0.087
Maternal Lab History: URINE SUGAR-otherPregnancy:0.081
Maternal Procedure History:36415-otherPregnancy:0.076
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.075
Maternal Procedure History:86580-otherPregnancy:0.066
Maternal Lab History: BETA HCG FREE-postPregnancy:0.062
Maternal Diagnosis:9ccs6:Hepatitis:0.062
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.061
Maternal Procedure History:97001-postPregnancy:0.061
Maternal Lab History: CHLORIDE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 332 | OR_unadj: 0.970 [0.615 1.529] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: CHLORIDE-postPregnancy:1.000
Maternal Lab History: SODIUM-postPregnancy:0.298
Maternal Procedure History:36416-postPregnancy:-0.202
Maternal Lab History: CHLORIDE-otherPregnancy:0.172
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.164
Maternal Lab History: LDL-postPregnancy:-0.163
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.159
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.145
Maternal Lab History: GLOBULIN-postPregnancy:-0.143
Maternal Procedure History:90472-postPregnancy:-0.140
Maternal Procedure History:99401-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 246 | OR_unadj: 1.278 [0.742 2.202] | indivs AUC:0.512
Correlated most with:
Maternal Procedure History:99401-otherPregnancy:1.000
Maternal Procedure History:86703-otherPregnancy:0.403
Maternal Procedure History:99401-postPregnancy:0.398
Maternal Procedure History:81000-otherPregnancy:0.329
Maternal Procedure History:86703-postPregnancy:0.222
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.193
Maternal Procedure History:96372-otherPregnancy:0.155
Maternal Procedure History:36415-otherPregnancy:0.150
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.150
Maternal Procedure History:90471-otherPregnancy:0.149
Vital: HR-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.458
Correlated most with:
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.139
Maternal Procedure History:90658-postPregnancy:-0.085
Maternal Lab History: 3 HOUR-postPregnancy:0.085
Newborn Diagnosis:9ccs94:Other ear dx:-0.077
Newborn Diagnosis:9ccs221:Resp distres:0.075
Diagnosis:9ccs125:Bronchitis:0.073
Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.071
Maternal Lab History: 1 HOUR-postPregnancy:-0.070
Diagnosis:9ccs244:Other injury:0.068
Diagnosis:9ccs135:Intest infct:0.068
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 238 | OR_unadj: 0.754 [0.498 1.140] | indivs AUC:0.468
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.607
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.478
Maternal Lab History: CREATININE-postPregnancy:-0.467
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.428
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.358
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.333
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.330
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.327
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.323
Maternal Procedure History:99000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 350 | OR_unadj: 0.959 [0.536 1.719] | indivs AUC:0.511
Correlated most with:
Maternal Procedure History:99000-postPregnancy:1.000
Maternal Procedure History:99000-otherPregnancy:-0.253
Maternal Procedure History:81000-postPregnancy:0.221
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.161
Maternal Lab History: BILE ACIDS-otherPregnancy:0.145
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.139
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.131
Maternal Lab History: CREATININE-otherPregnancy:-0.125
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.121
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.120
Maternal Lab History: ABS LYMPH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.318 [0.813 2.138] | indivs AUC:0.541
Correlated most with:
Maternal Lab History: ABS LYMPH-otherPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.571
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.538
Maternal Lab History: ABS LYMPH-postPregnancy:0.364
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.309
Maternal Lab History: WBC-otherPregnancy:0.298
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.256
Maternal Lab History: INR-otherPregnancy:-0.184
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.179
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.161
Vital: BMI Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.114
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.087
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.081
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074
Diagnosis:9ccs58:Ot nutrit dx:0.073
Maternal Lab History: FASTING-postPregnancy:0.073
Diagnosis:9ccs215:gu cong anom:0.072
Diagnosis:9ccs240:Burns:-0.071
Diagnosis:9ccs250:Nausea/vomit:-0.069
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.066
Maternal Lab History: Alk Phos-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 320 | OR_unadj: 1.288 [0.758 2.187] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: Alk Phos-postPregnancy:1.000
Maternal Lab History: LDH-postPregnancy:0.396
Maternal Lab History: ALBUMIN-postPregnancy:-0.386
Maternal Lab History: ALT-postPregnancy:0.374
Maternal Lab History: AST-postPregnancy:0.368
Maternal Lab History: CALCIUM-postPregnancy:-0.300
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.296
Maternal Lab History: MAGNESIUM-postPregnancy:0.237
Maternal Lab History: INR-postPregnancy:-0.209
Maternal Lab History: Alk Phos-otherPregnancy:0.206
Maternal Lab History: HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 1.130 [0.720 1.775] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: HEMOGLOBIN-otherPregnancy:1.000
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.928
Maternal Lab History: MCH-otherPregnancy:0.550
Maternal Lab History: RBC-otherPregnancy:0.530
Maternal Lab History: RDW-otherPregnancy:-0.458
Maternal Lab History: MCV-otherPregnancy:0.425
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.354
Maternal Lab History: CALCIUM-otherPregnancy:0.322
Maternal Lab History: HEMATOCRIT-postPregnancy:0.300
Maternal Lab History: ALBUMIN-otherPregnancy:0.267
Maternal Diagnosis:9ccs184:Early labor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 1.521 [0.923 2.509] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.722
Diagnosis:9ccs219:Low birth wt:0.435
Newborn Diagnosis:9ccs256:Exam/eval:0.225
Newborn Diagnosis:9ccs222:Perint jaund:0.207
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.201
Newborn Diagnosis:9ccs221:Resp distres:0.201
Newborn Diagnosis:9ccs253:Allergy:0.176
Maternal Diagnosis:9ccs98:HTN:0.153
Maternal Diagnosis:9ccs182:Hemorr preg:0.152
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Number of Visits:0.143
Diagnosis:9ccs253:Allergy:0.139
Diagnosis:9ccs200:Oth skin dx:0.138
Diagnosis:9ccs155:Other GI dx:0.136
Diagnosis:9ccs256:Exam/eval:0.120
Diagnosis:9ccs126:Ot up rsp in:0.114
Diagnosis:9ccs133:Oth low resp:0.112
Diagnosis:9ccs7:Viral infect:0.107
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.106
Maternal Lab History: RUBELLA-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 167 | OR_unadj: 0.605 [0.258 1.421] | indivs AUC:0.482
Correlated most with:
Maternal Lab History: RUBELLA-postPregnancy:1.000
Maternal Lab History: RUBELLA-otherPregnancy:0.307
Maternal Lab History: Varicella IgG-postPregnancy:-0.216
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.208
Maternal Procedure History:86580-postPregnancy:0.183
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.156
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.155
Newborn Diagnosis:9ccs221:Resp distres:0.142
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.140
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.135
Maternal Lab History: CARBON DIOXIDE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 334 | OR_unadj: 0.739 [0.424 1.289] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: CARBON DIOXIDE-postPregnancy:1.000
Maternal Lab History: PH-postPregnancy:0.319
Maternal Lab History: BICARBONATE-postPregnancy:0.272
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.269
Maternal Lab History: CALCIUM-postPregnancy:0.253
Maternal Lab History: FERRITIN-postPregnancy:0.223
Maternal Lab History: PO2-postPregnancy:-0.210
Maternal Lab History: UIBC-postPregnancy:-0.206
Maternal Lab History: HERPES II IgG-postPregnancy:0.191
Maternal Lab History: SODIUM-postPregnancy:0.184
Maternal Lab History: TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 321 | OR_unadj: 0.918 [0.578 1.458] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: TOTAL PROTEIN-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.795
Maternal Lab History: CALCIUM-postPregnancy:0.538
Maternal Lab History: Alk Phos-postPregnancy:-0.296
Maternal Lab History: SODIUM-postPregnancy:0.287
Maternal Lab History: MAGNESIUM-postPregnancy:-0.254
Maternal Lab History: PTT-postPregnancy:0.241
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.233
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.230
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.228
Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Diagnosis:9ccs128:Asthma:0.220
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.182
Diagnosis:9ccs126:Ot up rsp in:0.167
Diagnosis:9ccs127:COPD:0.166
Diagnosis:9ccs122:Pneumonia:0.161
Diagnosis:9ccs125:Bronchitis:0.156
Diagnosis:9ccs257:Ot aftercare:0.147
Diagnosis:9ccs256:Exam/eval:0.146
Maternal Lab History: ABS MONOCYTES-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.333 [0.822 2.163] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: ABS MONOCYTES-otherPregnancy:1.000
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.648
Maternal Lab History: WBC-otherPregnancy:0.574
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.552
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.315
Maternal Lab History: ABS LYMPH-otherPregnancy:0.309
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.236
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.223
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.193
Maternal Lab History: WBC-postPregnancy:0.176
Maternal Procedure History:90471-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.494
Correlated most with:
Maternal Procedure History:90471-otherPregnancy:1.000
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.186
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.167
Maternal Procedure History:81000-otherPregnancy:0.157
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.156
Maternal Procedure History:99401-otherPregnancy:0.149
Maternal Lab History: HERPES II IgG-otherPregnancy:0.138
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.137
Maternal Lab History: ANION GAP-postPregnancy:0.135
Maternal Procedure History:99401-postPregnancy:0.134
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 282 | OR_unadj: 0.738 [0.443 1.231] | indivs AUC:0.457
Correlated most with:
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.261
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.226
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.205
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.202
Maternal Lab History: WBC-postPregnancy:-0.186
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.175
Maternal Lab History: URINE KETONES-postPregnancy:-0.132
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.129
Maternal Lab History: CALCIUM-postPregnancy:0.115
Vital: Temp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 268 | OR_unadj: 1.249 [0.793 1.967] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: A/G-postPregnancy:-0.170
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.169
Maternal Procedure History:36415-otherPregnancy:-0.153
Maternal Lab History: GLOBULIN-postPregnancy:0.145
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:-0.124
Maternal Procedure History:99000-postPregnancy:-0.121
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:-0.121
Maternal Lab History: SODIUM-otherPregnancy:0.120
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.115
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.114
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 255 | OR_unadj: 0.646 [0.350 1.193] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.297
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.184
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.184
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.162
Maternal Lab History: TP VOLUME-otherPregnancy:0.150
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.139
Maternal Lab History: URINE CULTURE-postPregnancy:0.137
Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.136
Maternal Procedure History:36416-postPregnancy:0.123
Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs253:Allergy:0.177
Diagnosis:9ccs200:Oth skin dx:0.102
Number of Visits:0.102
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.087
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.086
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.079
Diagnosis:9ccs7:Viral infect:0.077
Diagnosis:9ccs256:Exam/eval:0.076
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.075
Maternal Diagnosis:9ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 160 | OR_unadj: 0.838 [0.519 1.353] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.607
Maternal Lab History: CREATININE-postPregnancy:-0.416
Maternal Procedure History:81000-postPregnancy:0.389
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.369
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.361
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.333
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.326
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.307
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.302
Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.468
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.128
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.113
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.099
Diagnosis:9ccs224:Ot perint dx:0.092
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.091
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.087
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.284
Diagnosis:9ccs217:Ot cong anom:0.181
Diagnosis:9ccs155:Other GI dx:0.113
Diagnosis:9ccs90:Eye infectn:0.101
Number of Visits:0.095
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.093
Diagnosis:9ccs10:Immuniz/scrn:0.086
Diagnosis:9ccs253:Allergy:0.080
Diagnosis:9ccs239:Superfic inj:0.079
Maternal Lab History: HEMOGLOBIN A2-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 226 | OR_unadj: 0.844 [0.463 1.535] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.971
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.261
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.246
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.208
Maternal Lab History: ABS LYMPH-otherPregnancy:0.161
Maternal Procedure History:36416-postPregnancy:0.149
Maternal Lab History: hCG MoM-otherPregnancy:0.146
Maternal Lab History: INHMOM-otherPregnancy:0.141
Maternal Lab History: HCG-otherPregnancy:0.139
Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Number of Visits:0.166
Diagnosis:9ccs113:Late eff CVD:0.141
Diagnosis:9ccs126:Ot up rsp in:0.123
Diagnosis:9ccs74:Ot mentl cnd:0.111
Diagnosis:9ccs155:Other GI dx:0.100
Diagnosis:9ccs257:Ot aftercare:0.099
Diagnosis:9ccs135:Intest infct:0.095
Diagnosis:9ccs239:Superfic inj:0.090
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.087
Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.105
Diagnosis:9ccs122:Pneumonia:0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.096
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.096
Diagnosis:9ccs159:UTI:0.096
Diagnosis:9ccs243:Poisn nonmed:0.091
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs10:Immuniz/scrn:0.088
Maternal Lab History: HEMOGLOBIN A1-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 221 | OR_unadj: 0.728 [0.424 1.248] | indivs AUC:0.479
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.971
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.280
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.256
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.183
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.180
Maternal Lab History: HCG-otherPregnancy:-0.152
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.146
Maternal Lab History: hCG MoM-otherPregnancy:-0.145
Maternal Lab History: INHMOM-otherPregnancy:-0.144
Maternal Lab History: GAMMA GT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 104 | OR_unadj: 0.446 [0.105 1.896] | indivs AUC:0.482
Correlated most with:
Maternal Lab History: GAMMA GT-postPregnancy:1.000
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.327
Maternal Lab History: AST-postPregnancy:0.292
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.284
Maternal Lab History: ALT-postPregnancy:0.260
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.248
Maternal Lab History: PO2-postPregnancy:0.235
Maternal Lab History: AST (SGOT)-postPregnancy:0.227
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.226
Maternal Lab History: GAMMA GT-otherPregnancy:0.220
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:1.000
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.294
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.257
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.226
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.226
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.198
Maternal Lab History: CREATININE-postPregnancy:-0.190
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.189
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.186
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.181
Maternal Procedure History:90471-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.162 [0.022 1.192] | indivs AUC:0.519
Correlated most with:
Maternal Procedure History:90471-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:0.530
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.264
Maternal Procedure History:90658-postPregnancy:0.203
Maternal Procedure History:90746-postPregnancy:0.190
Maternal Lab History: A/G-postPregnancy:0.189
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.184
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.181
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.178
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.151
Maternal Procedure History:99000-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: nan [ nan nan] | indivs AUC:0.532
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.553
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.523
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.508
Maternal Lab History: CREATININE-otherPregnancy:0.462
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.314
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.305
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.281
Maternal Procedure History:90656-otherPregnancy:0.271
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.260
Maternal Lab History: SODIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 332 | OR_unadj: 1.008 [0.627 1.620] | indivs AUC:0.529
Correlated most with:
Maternal Lab History: SODIUM-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.335
Maternal Lab History: BUN-postPregnancy:0.311
Maternal Lab History: CHLORIDE-postPregnancy:0.298
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.287
Maternal Lab History: CALCIUM-postPregnancy:0.273
Maternal Lab History: SODIUM-otherPregnancy:0.265
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.215
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.184
Maternal Lab History: MAGNESIUM-postPregnancy:-0.180
Maternal Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 98 | OR_unadj: 0.854 [0.469 1.555] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.379
Maternal Diagnosis:9ccs5:HIV infectn:0.113
Maternal Lab History: MCH-postPregnancy:-0.095
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.088
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.081
Maternal Diagnosis:9ccs168:PID:0.080
Maternal Diagnosis:9ccs106:Dysrhythmia:0.080
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.080
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.080
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 1.375 [0.739 2.558] | indivs AUC:0.514
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:1.000
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.357
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.293
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.278
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.266
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.238
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.237
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.236
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.227
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.221
Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.150
Number of Visits:0.143
Diagnosis:9ccs133:Oth low resp:0.134
Diagnosis:9ccs126:Ot up rsp in:0.114
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.096
Diagnosis:9ccs90:Eye infectn:0.095
Diagnosis:9ccs123:Influenza:0.093
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.087
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.531
Correlated most with:
Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000
Newborn Diagnosis:9ccs94:Other ear dx:0.316
Newborn Diagnosis:9ccs219:Low birth wt:-0.312
Newborn Diagnosis:9ccs259:Unclassified:-0.304
Newborn Diagnosis:9ccs0:No DX:-0.234
Newborn Diagnosis:9ccs256:Exam/eval:-0.206
Maternal Diagnosis:9ccs184:Early labor:-0.201
Newborn Diagnosis:9ccs222:Perint jaund:-0.181
Newborn Diagnosis:9ccs221:Resp distres:-0.140
Diagnosis:9ccs219:Low birth wt:-0.123
Vital: Wt for Len Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.538
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.124
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.119
Maternal Procedure History:90663-postPregnancy:-0.092
Maternal Procedure History:90470-postPregnancy:-0.089
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.085
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.080
Maternal Lab History: TP PERIOD-postPregnancy:0.078
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.076
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.069
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.069
Vital: Ht Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.102
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.091
Maternal Diagnosis:9ccs184:Early labor:-0.090
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.086
Diagnosis:9ccs211:Ot conn tiss:0.085
Newborn Diagnosis:9ccs200:Oth skin dx:-0.084
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.084
Maternal Lab History: FASTING-postPregnancy:0.079
Maternal Lab History: 2 HOUR-postPregnancy:0.078
Maternal Lab History: 1/2 HOUR-postPregnancy:0.077
Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs95:Oth nerv dx:0.195
Diagnosis:9ccs113:Late eff CVD:0.180
Number of Visits:0.131
Newborn Diagnosis:9ccs219:Low birth wt:0.126
Diagnosis:9ccs159:UTI:0.115
Diagnosis:9ccs94:Other ear dx:0.111
Diagnosis:9ccs58:Ot nutrit dx:0.102
Diagnosis:9ccs238:Complic proc:0.100
Diagnosis:9ccs217:Ot cong anom:0.099
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 144 | OR_unadj: 0.958 [0.591 1.554] | indivs AUC:0.489
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:1.000
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.368
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.358
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.357
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.307
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.305
Maternal Lab History: CREATININE-postPregnancy:-0.288
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.270
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.267
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.266
* Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 91 | OR_unadj: 4.468 [1.938 10.303] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:1.000
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.221
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.166
Maternal Lab History: LDH-otherPregnancy:0.160
Maternal Lab History: FIBRINOGEN-postPregnancy:0.147
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.141
Maternal Lab History: MCH-otherPregnancy:-0.120
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.114
Maternal Lab History: PTT-otherPregnancy:-0.114
Maternal Lab History: BASOPHIL-otherPregnancy:0.111
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs258:Other screen:0.143
Diagnosis:9ccs7:Viral infect:0.130
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs140:Gastritis:0.096
Number of Visits:0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs197:Skin infectn:0.088
Maternal Lab History: ALT-otherPregnancy:0.084
Diagnosis:9ccs126:Ot up rsp in:0.082
Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.525
Newborn Diagnosis:9ccs213:Cardiac anom:0.330
Diagnosis:9ccs117:Ot circul dx:0.310
Newborn Diagnosis:9ccs96:Hrt valve dx:0.280
Maternal Procedure History:97140-postPregnancy:0.123
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.123
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.120
Maternal Diagnosis:9ccs6:Hepatitis:0.102
Maternal Diagnosis:9ccs163:Other GU dx:0.102
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 111 | OR_unadj: 1.020 [0.598 1.741] | indivs AUC:0.524
Correlated most with:
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.316
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.306
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.276
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.251
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.223
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.223
Maternal Lab History: CREATININE-postPregnancy:-0.221
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.209
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.198
Maternal Lab History: RUBELLA-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 109 | OR_unadj: 0.994 [0.413 2.392] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: RUBELLA-otherPregnancy:1.000
Maternal Lab History: RUBELLA-postPregnancy:0.307
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.205
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.189
Maternal Lab History: COLONY COUNT-otherPregnancy:0.160
Maternal Lab History: CHLORIDE-otherPregnancy:-0.144
Maternal Lab History: CALCIUM-otherPregnancy:0.137
Maternal Lab History: LDH-otherPregnancy:-0.133
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.130
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.126
Maternal Procedure History:81025-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.515
Correlated most with:
Maternal Procedure History:81025-otherPregnancy:1.000
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.317
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.311
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.306
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.306
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.269
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.260
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.244
Maternal Lab History: 3 HOUR-otherPregnancy:-0.237
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.212
Maternal Lab History: ESTRIOL FREE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 1.346 [0.643 2.819] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: ESTRIOL FREE-postPregnancy:1.000
Maternal Lab History: ESTRIOL-postPregnancy:0.458
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.292
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.267
Maternal Lab History: AFP-postPregnancy:0.219
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.169
Maternal Lab History: hCG MoM-postPregnancy:-0.126
Maternal Lab History: ESTRIOL-otherPregnancy:0.118
Maternal Procedure History:81000-postPregnancy:-0.112
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.109
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs155:Other GI dx:0.124
Number of Visits:0.122
Diagnosis:9ccs141:Ot dx stomch:0.120
Diagnosis:9ccs200:Oth skin dx:0.100
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.096
Diagnosis:9ccs135:Intest infct:0.090
Diagnosis:9ccs138:Esophgeal dx:0.090
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.088
Diagnosis:9ccs90:Eye infectn:0.087
Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs61:Sickle cell:0.111
Diagnosis:9ccs96:Hrt valve dx:0.096
Diagnosis:9ccs242:Poisn ot med:0.093
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.089
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.085
Maternal Diagnosis:9ccs61:Sickle cell:0.078
Diagnosis:9ccs134:Ot uppr resp:0.077
Diagnosis:9ccs55:Fluid/elc dx:0.076
Diagnosis:9ccs250:Nausea/vomit:0.075
Vital: Wt for Len Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 1.424 [0.856 2.368] | indivs AUC:0.534
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.113
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.102
Newborn Diagnosis:9ccs221:Resp distres:-0.094
Newborn Diagnosis:9ccs253:Allergy:-0.084
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.080
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.074
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.070
Maternal Lab History: TP PERIOD-postPregnancy:0.070
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.069
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 1.152 [0.625 2.123] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.447
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.422
Maternal Lab History: CREATININE-otherPregnancy:-0.421
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.410
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.374
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.329
Maternal Procedure History:99000-otherPregnancy:-0.305
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.273
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.266
Maternal Lab History: MONOS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.864 [0.299 2.498] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: MONOS-otherPregnancy:1.000
Maternal Lab History: POLYS-otherPregnancy:-0.542
Maternal Lab History: MONOS-postPregnancy:0.269
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.206
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.195
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.176
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.172
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.165
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.154
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.147
Maternal Procedure History:36415-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 133 | OR_unadj: 0.938 [0.323 2.726] | indivs AUC:0.501
Correlated most with:
Maternal Procedure History:36415-postPregnancy:1.000
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.260
Maternal Lab History: HERPES I IgG-postPregnancy:0.247
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.230
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.230
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.223
Maternal Procedure History:36415-otherPregnancy:0.214
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.189
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.185
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.180
Maternal Procedure History:99401-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 110 | OR_unadj: 0.701 [0.209 2.344] | indivs AUC:0.507
Correlated most with:
Maternal Procedure History:99401-postPregnancy:1.000
Maternal Procedure History:86703-postPregnancy:0.481
Maternal Procedure History:99401-otherPregnancy:0.398
Maternal Procedure History:81000-postPregnancy:0.255
Maternal Procedure History:90658-postPregnancy:0.196
Maternal Procedure History:86703-otherPregnancy:0.171
Maternal Lab History: PAPP-A MoM-postPregnancy:0.165
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.158
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.155
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.152
Maternal Lab History: BETA HCG FREE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.529 [0.188 1.488] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: BETA HCG FREE-postPregnancy:1.000
Maternal Lab History: hCG MoM-postPregnancy:0.729
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.384
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.374
Maternal Lab History: AFP-postPregnancy:-0.348
Maternal Lab History: WEIGHT-postPregnancy:-0.335
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.305
Maternal Lab History: ESTRIOL FREE-postPregnancy:-0.292
Maternal Lab History: ESTRIOL-postPregnancy:-0.253
Maternal Lab History: hCG MoM-otherPregnancy:0.244
Maternal Lab History: hCG MoM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 168 | OR_unadj: 0.785 [0.385 1.597] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: hCG MoM-postPregnancy:1.000
Maternal Lab History: BETA HCG FREE-postPregnancy:0.729
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.397
Maternal Lab History: HCG-postPregnancy:0.360
Maternal Lab History: INHMOM-postPregnancy:0.268
Maternal Lab History: hCG MoM-otherPregnancy:0.244
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.240
Maternal Lab History: ESTRIOL-postPregnancy:-0.171
Maternal Lab History: WEIGHT-postPregnancy:-0.171
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.156
Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.126
Diagnosis:9ccs89:Blindness:0.117
Diagnosis:9ccs238:Complic proc:0.112
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.111
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.108
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.106
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.105
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.100
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.099
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.524
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Lab:294203 BILIRUBIN TOTAL - LMC:0.191
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.112
Maternal Lab History: URINE CULTURE-postPregnancy:0.102
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.097
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.096
Maternal Lab History: URINE CULTURE-otherPregnancy:0.094
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.093
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.088
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 125 | OR_unadj: 0.504 [0.180 1.416] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:1.000
Maternal Procedure History:90658-postPregnancy:-0.174
Maternal Lab History: POTASSIUM-postPregnancy:-0.145
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.123
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.118
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.113
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.113
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.108
Maternal Lab History: RDW-postPregnancy:-0.104
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.100
Maternal Procedure History:86703-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 119 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.504
Correlated most with:
Maternal Procedure History:86703-otherPregnancy:1.000
Maternal Procedure History:86703-postPregnancy:0.446
Maternal Procedure History:99401-otherPregnancy:0.403
Maternal Lab History: GLOBULIN-otherPregnancy:0.231
Maternal Lab History: AST (SGOT)-otherPregnancy:0.224
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.192
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.186
Maternal Lab History: A/G-otherPregnancy:-0.184
Maternal Lab History: URIC ACID-otherPregnancy:0.182
Maternal Procedure History:99401-postPregnancy:0.171
Maternal Diagnosis:9ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.641 [0.328 1.251] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.310
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.254
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.229
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.228
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.217
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.216
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.206
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.193
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.184
Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.146
Diagnosis:9ccs200:Oth skin dx:0.140
Number of Visits:0.133
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.133
Diagnosis:9ccs239:Superfic inj:0.120
Diagnosis:9ccs155:Other GI dx:0.112
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.111
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.105
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.105
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 179 | OR_unadj: 0.756 [0.357 1.602] | indivs AUC:0.539
Correlated most with:
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:1.000
Maternal Lab History: SODIUM-postPregnancy:0.215
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.204
Maternal Procedure History:86703-postPregnancy:0.197
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.184
Maternal Lab History: BUN-otherPregnancy:0.161
Maternal Lab History: URIC ACID-postPregnancy:0.136
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.125
Maternal Lab History: GAMMA GT-postPregnancy:0.123
Maternal Procedure History:99401-postPregnancy:0.121
Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: HERPES II IgG-postPregnancy:0.102
Maternal Lab History: FERRITIN-postPregnancy:0.085
Maternal Lab History: UIBC-postPregnancy:-0.082
Maternal Lab History: POTASSIUM-postPregnancy:0.081
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.077
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.077
Maternal Procedure History:90471-otherPregnancy:0.073
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.072
Vital: Temp-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.356 [0.745 2.467] | indivs AUC:0.515
Correlated most with:
Maternal Procedure History:36415-otherPregnancy:-0.219
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.200
Maternal Lab History: CALCIUM-otherPregnancy:-0.174
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.165
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.165
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.161
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.152
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.151
Maternal Lab History: MCV-otherPregnancy:-0.144
Maternal Lab History: RDW-otherPregnancy:0.141
Vital : 0.892322829388
Number of Visits : 0.0123490051715
MatDeliveryAge : 0.00854216120161
Maternal Diagnosis : 0.0142430655932
Maternal Lab History : 0.0229252515841
Census : 0.0396729167764
Newborn Diagnosis : 0.00327472585983
Diagnosis : 0.00630632696353
Maternal Procedure History : 0.000362712936731
Lab : 1.00452531781e-06
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_index_min_5_full
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_results_min_5_full
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_models_min_5_full.pkl
-----------------------------------------------------
girls min_5 full gradientboost
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: 0.210
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.869, R^2 test: 0.183
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.919, R^2 test: 0.176
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.969, Explained Variance Score Train: 0.824
AUC Validation: 0.775, Explained Variance Score Validation: 0.283
AUC Test: 0.716, Explained Variance Score Test: 0.208
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.758, R^2 test: 0.202
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.780, R^2 test: 0.198
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.822, R^2 test: 0.207
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.958, Explained Variance Score Train: 0.766
AUC Validation: 0.802, Explained Variance Score Validation: 0.285
AUC Test: 0.713, Explained Variance Score Test: 0.243
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.833, R^2 test: 0.177
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.900, R^2 test: 0.182
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.925, R^2 test: 0.187
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.959, Explained Variance Score Train: 0.842
AUC Validation: 0.810, Explained Variance Score Validation: 0.160
AUC Test: 0.702, Explained Variance Score Test: 0.214
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.238
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.907, R^2 test: 0.199
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.929, R^2 test: 0.228
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.966, Explained Variance Score Train: 0.797
AUC Validation: 0.654, Explained Variance Score Validation: 0.161
AUC Test: 0.700, Explained Variance Score Test: 0.228
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.847, R^2 test: 0.213
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.844, R^2 test: 0.222
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.188
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.977, Explained Variance Score Train: 0.865
AUC Validation: 0.823, Explained Variance Score Validation: 0.237
AUC Test: 0.697, Explained Variance Score Test: 0.242
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.236
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: 0.243
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.908, R^2 test: 0.225
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.974, Explained Variance Score Train: 0.877
AUC Validation: 0.772, Explained Variance Score Validation: 0.225
AUC Test: 0.717, Explained Variance Score Test: 0.256
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.836, R^2 test: 0.204
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.868, R^2 test: 0.181
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.884, R^2 test: 0.189
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.970, Explained Variance Score Train: 0.843
AUC Validation: 0.899, Explained Variance Score Validation: 0.229
AUC Test: 0.688, Explained Variance Score Test: 0.189
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: 0.230
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.219
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.924, R^2 test: 0.241
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.980, Explained Variance Score Train: 0.940
AUC Validation: 0.800, Explained Variance Score Validation: 0.314
AUC Test: 0.708, Explained Variance Score Test: 0.226
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.742, R^2 test: 0.203
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.213
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.812, R^2 test: 0.229
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.958, Explained Variance Score Train: 0.799
AUC Validation: 0.663, Explained Variance Score Validation: 0.186
AUC Test: 0.728, Explained Variance Score Test: 0.235
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.803, R^2 test: 0.245
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.774, R^2 test: 0.233
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.272
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.968, Explained Variance Score Train: 0.901
AUC Validation: 0.790, Explained Variance Score Validation: 0.341
AUC Test: 0.756, Explained Variance Score Test: 0.229
total variables 860 and total subjects: 1698
->AUC validation: 0.779 95% CI: [0.736 , 0.821]
->AUC test: 0.713 95% CI: [0.701 , 0.724]
->Explained Variance (R2) validation: 0.242 95% CI: [0.205 , 0.279]
->Explained Variance (R2) test: 0.227 95% CI: [0.216 , 0.238]
Test set metrics:
@threshold:2.237, sens:0.000, spec:1.000, ppv:0.000, acc:0.864, f1:0.000, total+:0, total-:339
@threshold:1.237, sens:0.000, spec:1.000, ppv:0.000, acc:0.864, f1:0.000, total+:0, total-:339
@threshold:1.010, sens:0.000, spec:0.993, ppv:0.000, acc:0.858, f1:0.000, total+:2, total-:337
@threshold:0.871, sens:0.022, spec:0.990, ppv:0.250, acc:0.858, f1:0.040, total+:4, total-:335
@threshold:0.663, sens:0.043, spec:0.986, ppv:0.333, acc:0.858, f1:0.077, total+:6, total-:333
@threshold:0.621, sens:0.043, spec:0.983, ppv:0.286, acc:0.855, f1:0.075, total+:7, total-:332
@threshold:0.577, sens:0.065, spec:0.980, ppv:0.333, acc:0.855, f1:0.109, total+:9, total-:330
@threshold:0.576, sens:0.065, spec:0.976, ppv:0.300, acc:0.853, f1:0.107, total+:10, total-:329
@threshold:0.568, sens:0.087, spec:0.976, ppv:0.364, acc:0.855, f1:0.140, total+:11, total-:328
@threshold:0.567, sens:0.087, spec:0.973, ppv:0.333, acc:0.853, f1:0.138, total+:12, total-:327
@threshold:0.521, sens:0.109, spec:0.966, ppv:0.333, acc:0.850, f1:0.164, total+:15, total-:324
@threshold:0.514, sens:0.109, spec:0.962, ppv:0.312, acc:0.847, f1:0.161, total+:16, total-:323
@threshold:0.496, sens:0.130, spec:0.962, ppv:0.353, acc:0.850, f1:0.190, total+:17, total-:322
@threshold:0.494, sens:0.130, spec:0.959, ppv:0.333, acc:0.847, f1:0.188, total+:18, total-:321
@threshold:0.485, sens:0.152, spec:0.959, ppv:0.368, acc:0.850, f1:0.215, total+:19, total-:320
@threshold:0.460, sens:0.152, spec:0.956, ppv:0.350, acc:0.847, f1:0.212, total+:20, total-:319
@threshold:0.421, sens:0.174, spec:0.949, ppv:0.348, acc:0.844, f1:0.232, total+:23, total-:316
@threshold:0.415, sens:0.174, spec:0.945, ppv:0.333, acc:0.841, f1:0.229, total+:24, total-:315
@threshold:0.402, sens:0.196, spec:0.945, ppv:0.360, acc:0.844, f1:0.254, total+:25, total-:314
@threshold:0.387, sens:0.196, spec:0.942, ppv:0.346, acc:0.841, f1:0.250, total+:26, total-:313
@threshold:0.385, sens:0.217, spec:0.942, ppv:0.370, acc:0.844, f1:0.274, total+:27, total-:312
@threshold:0.377, sens:0.217, spec:0.939, ppv:0.357, acc:0.841, f1:0.270, total+:28, total-:311
@threshold:0.345, sens:0.239, spec:0.932, ppv:0.355, acc:0.838, f1:0.286, total+:31, total-:308
@threshold:0.332, sens:0.239, spec:0.928, ppv:0.344, acc:0.835, f1:0.282, total+:32, total-:307
@threshold:0.302, sens:0.261, spec:0.925, ppv:0.353, acc:0.835, f1:0.300, total+:34, total-:305
@threshold:0.268, sens:0.283, spec:0.922, ppv:0.361, acc:0.835, f1:0.317, total+:36, total-:303
@threshold:0.259, sens:0.304, spec:0.915, ppv:0.359, acc:0.832, f1:0.329, total+:39, total-:300
@threshold:0.250, sens:0.326, spec:0.911, ppv:0.366, acc:0.832, f1:0.345, total+:41, total-:298
@threshold:0.205, sens:0.348, spec:0.898, ppv:0.348, acc:0.823, f1:0.348, total+:46, total-:293
@threshold:0.191, sens:0.391, spec:0.894, ppv:0.367, acc:0.826, f1:0.379, total+:49, total-:290
@threshold:0.186, sens:0.413, spec:0.891, ppv:0.373, acc:0.826, f1:0.392, total+:51, total-:288
@threshold:0.181, sens:0.413, spec:0.887, ppv:0.365, acc:0.823, f1:0.388, total+:52, total-:287
@threshold:0.165, sens:0.435, spec:0.877, ppv:0.357, acc:0.817, f1:0.392, total+:56, total-:283
@threshold:0.162, sens:0.435, spec:0.874, ppv:0.351, acc:0.814, f1:0.388, total+:57, total-:282
@threshold:0.064, sens:0.457, spec:0.819, ppv:0.284, acc:0.770, f1:0.350, total+:74, total-:265
@threshold:0.045, sens:0.457, spec:0.816, ppv:0.280, acc:0.767, f1:0.347, total+:75, total-:264
@threshold:0.038, sens:0.478, spec:0.809, ppv:0.282, acc:0.764, f1:0.355, total+:78, total-:261
@threshold:0.033, sens:0.522, spec:0.805, ppv:0.296, acc:0.767, f1:0.378, total+:81, total-:258
@threshold:0.030, sens:0.543, spec:0.805, ppv:0.305, acc:0.770, f1:0.391, total+:82, total-:257
@threshold:0.027, sens:0.543, spec:0.802, ppv:0.301, acc:0.767, f1:0.388, total+:83, total-:256
@threshold:0.027, sens:0.565, spec:0.799, ppv:0.306, acc:0.767, f1:0.397, total+:85, total-:254
@threshold:0.026, sens:0.565, spec:0.795, ppv:0.302, acc:0.764, f1:0.394, total+:86, total-:253
@threshold:-0.007, sens:0.587, spec:0.754, ppv:0.273, acc:0.732, f1:0.372, total+:99, total-:240
@threshold:-0.008, sens:0.587, spec:0.751, ppv:0.270, acc:0.729, f1:0.370, total+:100, total-:239
@threshold:-0.027, sens:0.609, spec:0.727, ppv:0.259, acc:0.711, f1:0.364, total+:108, total-:231
@threshold:-0.028, sens:0.609, spec:0.724, ppv:0.257, acc:0.708, f1:0.361, total+:109, total-:230
@threshold:-0.084, sens:0.630, spec:0.648, ppv:0.220, acc:0.646, f1:0.326, total+:132, total-:207
@threshold:-0.086, sens:0.630, spec:0.645, ppv:0.218, acc:0.643, f1:0.324, total+:133, total-:206
@threshold:-0.089, sens:0.652, spec:0.645, ppv:0.224, acc:0.646, f1:0.333, total+:134, total-:205
@threshold:-0.089, sens:0.652, spec:0.642, ppv:0.222, acc:0.643, f1:0.331, total+:135, total-:204
@threshold:-0.109, sens:0.674, spec:0.621, ppv:0.218, acc:0.628, f1:0.330, total+:142, total-:197
@threshold:-0.112, sens:0.674, spec:0.618, ppv:0.217, acc:0.625, f1:0.328, total+:143, total-:196
@threshold:-0.135, sens:0.696, spec:0.594, ppv:0.212, acc:0.608, f1:0.325, total+:151, total-:188
@threshold:-0.138, sens:0.696, spec:0.590, ppv:0.211, acc:0.605, f1:0.323, total+:152, total-:187
@threshold:-0.165, sens:0.717, spec:0.556, ppv:0.202, acc:0.578, f1:0.316, total+:163, total-:176
@threshold:-0.167, sens:0.717, spec:0.553, ppv:0.201, acc:0.575, f1:0.314, total+:164, total-:175
@threshold:-0.176, sens:0.739, spec:0.539, ppv:0.201, acc:0.566, f1:0.316, total+:169, total-:170
@threshold:-0.178, sens:0.739, spec:0.536, ppv:0.200, acc:0.563, f1:0.315, total+:170, total-:169
@threshold:-0.213, sens:0.761, spec:0.522, ppv:0.200, acc:0.555, f1:0.317, total+:175, total-:164
@threshold:-0.214, sens:0.761, spec:0.519, ppv:0.199, acc:0.552, f1:0.315, total+:176, total-:163
@threshold:-0.261, sens:0.783, spec:0.464, ppv:0.187, acc:0.507, f1:0.301, total+:193, total-:146
@threshold:-0.264, sens:0.783, spec:0.461, ppv:0.186, acc:0.504, f1:0.300, total+:194, total-:145
@threshold:-0.334, sens:0.804, spec:0.399, ppv:0.174, acc:0.454, f1:0.286, total+:213, total-:126
@threshold:-0.336, sens:0.804, spec:0.396, ppv:0.173, acc:0.451, f1:0.285, total+:214, total-:125
@threshold:-0.441, sens:0.826, spec:0.314, ppv:0.159, acc:0.383, f1:0.267, total+:239, total-:100
@threshold:-0.443, sens:0.826, spec:0.311, ppv:0.158, acc:0.381, f1:0.266, total+:240, total-:99
@threshold:-0.469, sens:0.848, spec:0.280, ppv:0.156, acc:0.357, f1:0.264, total+:250, total-:89
@threshold:-0.474, sens:0.848, spec:0.276, ppv:0.155, acc:0.354, f1:0.263, total+:251, total-:88
@threshold:-0.497, sens:0.870, spec:0.259, ppv:0.156, acc:0.342, f1:0.264, total+:257, total-:82
@threshold:-0.500, sens:0.870, spec:0.256, ppv:0.155, acc:0.339, f1:0.263, total+:258, total-:81
@threshold:-0.500, sens:0.891, spec:0.256, ppv:0.158, acc:0.342, f1:0.269, total+:259, total-:80
@threshold:-0.504, sens:0.891, spec:0.253, ppv:0.158, acc:0.339, f1:0.268, total+:260, total-:79
@threshold:-0.524, sens:0.913, spec:0.249, ppv:0.160, acc:0.339, f1:0.273, total+:262, total-:77
@threshold:-0.526, sens:0.913, spec:0.246, ppv:0.160, acc:0.336, f1:0.272, total+:263, total-:76
@threshold:-0.536, sens:0.935, spec:0.242, ppv:0.162, acc:0.336, f1:0.277, total+:265, total-:74
@threshold:-0.545, sens:0.935, spec:0.239, ppv:0.162, acc:0.333, f1:0.276, total+:266, total-:73
@threshold:-0.563, sens:0.957, spec:0.229, ppv:0.163, acc:0.327, f1:0.278, total+:270, total-:69
@threshold:-0.563, sens:0.957, spec:0.225, ppv:0.162, acc:0.324, f1:0.278, total+:271, total-:68
@threshold:-0.581, sens:0.978, spec:0.218, ppv:0.164, acc:0.322, f1:0.281, total+:274, total-:65
@threshold:-0.583, sens:0.978, spec:0.215, ppv:0.164, acc:0.319, f1:0.280, total+:275, total-:64
@threshold:-1.038, sens:1.000, spec:0.003, ppv:0.136, acc:0.139, f1:0.240, total+:338, total-:1
* Vital: Wt-avg10to13 | coef 0.014 95% CI: [-0.004 , 0.033] | OR_adj 1.014 [0.996 1.034] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.586
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.118
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.116
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.103
Newborn Diagnosis:9ccs219:Low birth wt:-0.094
Diagnosis:9ccs219:Low birth wt:-0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.074
Newborn Diagnosis:9ccs223:Birth trauma:0.074
Maternal Lab History: INHMOM-otherPregnancy:-0.072
Maternal Lab History: 2 HOUR-otherPregnancy:0.070
Newborn Diagnosis:9ccs215:gu cong anom:0.070
* Vital: Wt for Length ZScore-avg16to19 | coef 0.011 95% CI: [0.007 , 0.016] | OR_adj 1.011 [1.007 1.016] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.627
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082
Maternal Procedure History:J1055-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.076
Maternal Diagnosis:9ccs163:Other GU dx:-0.076
Diagnosis:9ccs48:Thyroid dsor:-0.074
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Maternal Lab History: 2 HOUR-postPregnancy:0.069
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.068
Diagnosis:9ccs92:Otitis media:0.065
Vital: Temp-avg3to5 | coef 0.010 95% CI: [0.002 , 0.018] | OR_adj 1.010 [1.002 1.018] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.102
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.086
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.083
Maternal Lab History: Immunoglobulin E-postPregnancy:0.077
Maternal Procedure History:97014-postPregnancy:0.077
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.076
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.075
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.073
Maternal Lab History: AST-otherPregnancy:0.070
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.069
* Vital: BMI-avg10to13 | coef 0.010 95% CI: [0.004 , 0.016] | OR_adj 1.010 [1.004 1.016] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.595
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.091
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.080
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.074
Diagnosis:9ccs242:Poisn ot med:0.072
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.071
Newborn Diagnosis:9ccs223:Birth trauma:0.071
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.070
Maternal Lab History: VLDL-postPregnancy:0.070
Maternal Lab History: INHMOM-otherPregnancy:-0.069
* Vital: BMI-avg0to1 | coef 0.010 95% CI: [-0.000 , 0.020] | OR_adj 1.010 [1.000 1.021] | occ: 1326 | OR_unadj: 1.323 [1.012 1.730] | indivs AUC:0.541
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.237
Maternal Diagnosis:9ccs184:Early labor:-0.227
Diagnosis:9ccs219:Low birth wt:-0.162
Maternal Diagnosis:9ccs185:Long pregncy:0.156
Newborn Diagnosis:9ccs224:Ot perint dx:0.093
Maternal Lab History: PTT-otherPregnancy:-0.093
Newborn Diagnosis:9ccs221:Resp distres:-0.090
Newborn Diagnosis:9ccs253:Allergy:-0.090
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.087
Maternal Diagnosis:9ccs183:HTN in preg:-0.085
* Vital: Wt for Len Percentile-avg10to13 | coef 0.010 95% CI: [-0.002 , 0.022] | OR_adj 1.010 [0.998 1.023] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.599
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.096
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Diagnosis:9ccs125:Bronchitis:0.079
Maternal Lab History: 1 HOUR-otherPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.074
Diagnosis:9ccs10:Immuniz/scrn:-0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.070
Maternal Lab History: 3 HOUR-otherPregnancy:0.068
* Vital: BMI-avg16to19 | coef 0.010 95% CI: [0.005 , 0.015] | OR_adj 1.010 [1.005 1.015] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.644
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Procedure History:J1055-postPregnancy:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.080
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.073
Maternal Lab History: 2 HOUR-postPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs133:Oth low resp:-0.070
Diagnosis:9ccs48:Thyroid dsor:-0.069
Maternal Diagnosis:9ccs106:Dysrhythmia:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
Vital: Wt Change-avg13to16 | coef 0.010 95% CI: [-0.003 , 0.023] | OR_adj 1.010 [0.997 1.023] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.115
Maternal Procedure History:87880-postPregnancy:0.102
Maternal Lab History: POLYS-postPregnancy:0.093
Maternal Diagnosis:9ccs10:Immuniz/scrn:-0.093
Diagnosis:9ccs126:Ot up rsp in:-0.089
Number of Visits:-0.089
Diagnosis:9ccs63:Wht blood dx:0.082
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.082
Diagnosis:9ccs155:Other GI dx:-0.082
Diagnosis:9ccs133:Oth low resp:-0.079
* Vital: Wt for Length Zscore-avg10to13 | coef 0.010 95% CI: [0.004 , 0.016] | OR_adj 1.010 [1.004 1.016] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.600
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.079
Newborn Diagnosis:9ccs223:Birth trauma:0.073
Maternal Lab History: INHMOM-otherPregnancy:-0.072
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.070
Diagnosis:9ccs219:Low birth wt:-0.070
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.069
Diagnosis:9ccs10:Immuniz/scrn:-0.067
Diagnosis:9ccs48:Thyroid dsor:-0.066
* Vital: BMI-avg13to16 | coef 0.010 95% CI: [0.006 , 0.013] | OR_adj 1.010 [1.006 1.013] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.652
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086
Diagnosis:9ccs125:Bronchitis:0.085
Maternal Lab History: 3 HOUR-otherPregnancy:0.070
Maternal Lab History: MCH-otherPregnancy:-0.069
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.068
Diagnosis:9ccs153:GI hemorrhag:-0.068
Diagnosis:9ccs242:Poisn ot med:0.067
Maternal Lab History: 2 HOUR-otherPregnancy:0.065
* Vital: BMI-latest | coef 0.009 95% CI: [0.008 , 0.011] | OR_adj 1.009 [1.008 1.011] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.738
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.107
Maternal Lab History: 2 HOUR-postPregnancy:0.100
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.093
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.086
Maternal Procedure History:99211-otherPregnancy:0.080
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.078
Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Lab History: 3 HOUR-otherPregnancy:0.075
Maternal Lab History: CHLORIDE-otherPregnancy:0.073
* Vital: Wt-avg5to7 | coef 0.009 95% CI: [-0.001 , 0.019] | OR_adj 1.009 [0.999 1.019] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.561
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.190
Maternal Diagnosis:9ccs184:Early labor:-0.126
Diagnosis:9ccs238:Complic proc:-0.108
Newborn Diagnosis:9ccs221:Resp distres:-0.103
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Diagnosis:9ccs219:Low birth wt:-0.091
Newborn Diagnosis:9ccs253:Allergy:-0.072
Newborn Diagnosis:9ccs200:Oth skin dx:-0.071
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.070
Diagnosis:9ccs138:Esophgeal dx:-0.069
Vital: HC-gain10to16 | coef 0.008 95% CI: [0.003 , 0.013] | OR_adj 1.008 [1.003 1.013] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.472
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:0.090
Diagnosis:9ccs256:Exam/eval:-0.077
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.076
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.075
Diagnosis:9ccs154:Gastroent:-0.070
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.068
Maternal Lab History: POLYS-otherPregnancy:-0.065
Maternal Diagnosis:9ccs159:UTI:0.065
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.065
Vital: Temp-avg16to19 | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.012] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs255:Social admin:-0.143
Diagnosis:9ccs10:Immuniz/scrn:-0.132
Diagnosis:9ccs257:Ot aftercare:-0.106
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.102
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.102
Number of Visits:-0.100
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.097
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.097
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.094
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.094
* Vital: Wt-latest | coef 0.008 95% CI: [0.003 , 0.013] | OR_adj 1.008 [1.003 1.013] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.702
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.281
Diagnosis:9ccs10:Immuniz/scrn:0.260
Number of Visits:0.240
Diagnosis:9ccs92:Otitis media:0.212
Diagnosis:9ccs7:Viral infect:0.178
Diagnosis:9ccs257:Ot aftercare:0.155
Diagnosis:9ccs135:Intest infct:0.138
Diagnosis:9ccs90:Eye infectn:0.129
Maternal Procedure History:36415-otherPregnancy:-0.110
Diagnosis:9ccs125:Bronchitis:0.109
Vital: Wt for Length ZScore-gain5to10 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.011] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.476
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.093
Maternal Lab History: INHMOM-postPregnancy:-0.085
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.081
Maternal Diagnosis:9ccs98:HTN:-0.079
Maternal Procedure History:96372-otherPregnancy:-0.075
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.074
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.071
Maternal Diagnosis:9ccs184:Early labor:-0.067
Maternal Lab History: AST (SGOT)-postPregnancy:-0.067
Maternal Lab History: FIBRINOGEN-postPregnancy:0.066
* Vital: Wt for Length ZScore-avg13to16 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.641
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs185:Long pregncy:0.087
Diagnosis:9ccs125:Bronchitis:0.076
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.075
Diagnosis:9ccs48:Thyroid dsor:-0.070
Maternal Lab History: INHMOM-otherPregnancy:-0.069
Maternal Lab History: MPV-postPregnancy:0.068
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.066
Diagnosis:9ccs242:Poisn ot med:0.065
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.063
* Vital: Wt-postPregnancy | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.011] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.590
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.333
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.311
Maternal Lab History: WEIGHT-postPregnancy:0.281
Maternal Lab History: MCH-postPregnancy:-0.233
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.205
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.185
Maternal Lab History: WEIGHT-otherPregnancy:0.183
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.178
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.171
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.167
* Vital: BMI-gain16to24 | coef 0.008 95% CI: [0.002 , 0.013] | OR_adj 1.008 [1.002 1.013] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.541
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.074
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.069
Maternal Lab History: hCG MoM-postPregnancy:-0.069
Maternal Lab History: HERPES II IgG-postPregnancy:-0.069
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.062
Maternal Lab History: MUMPS IGG-postPregnancy:0.059
Diagnosis:9ccs4:Mycoses:-0.059
Maternal Lab History: HERPES I IgG-postPregnancy:-0.058
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.058
Vital: HR-avg13to16 | coef 0.007 95% CI: [0.000 , 0.015] | OR_adj 1.007 [1.000 1.015] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs140:Gastritis:0.111
Diagnosis:9ccs240:Burns:0.076
Diagnosis:9ccs168:PID:0.074
Maternal Lab History: HCG-postPregnancy:-0.070
Maternal Diagnosis:9ccs98:HTN:0.070
Diagnosis:9ccs10:Immuniz/scrn:0.068
Diagnosis:9ccs163:Other GU dx:0.068
Maternal Diagnosis:9ccs149:Biliary dx:0.067
Diagnosis:9ccs257:Ot aftercare:0.065
Maternal Lab History: GAMMA GT-otherPregnancy:-0.064
* Vital: BMI-avg19to24 | coef 0.007 95% CI: [0.005 , 0.010] | OR_adj 1.007 [1.005 1.010] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.733
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.083
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.077
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.077
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.077
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.074
MatDeliveryAge | coef 0.007 95% CI: [0.005 , 0.010] | OR_adj 1.007 [1.005 1.010] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.594
Correlated most with:
MatDeliveryAge:1.000
Maternal Diagnosis:9ccs176:Contraceptiv:0.265
Maternal Diagnosis:9ccs186:DM in preg:0.211
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.188
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.185
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.177
Maternal Diagnosis:9ccs189:Prev c-sectn:0.175
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.151
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.147
Maternal Lab History: CREATININE-otherPregnancy:0.137
Vital: Ht-gain1to5 | coef 0.007 95% CI: [0.002 , 0.012] | OR_adj 1.007 [1.002 1.012] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.403
Correlated most with:
Number of Visits:0.115
Diagnosis:9ccs126:Ot up rsp in:0.103
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.095
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.085
Diagnosis:9ccs135:Intest infct:0.079
Diagnosis:9ccs154:Gastroent:-0.070
Maternal Procedure History:90472-postPregnancy:0.069
Diagnosis:9ccs239:Superfic inj:0.068
Diagnosis:9ccs257:Ot aftercare:0.067
Diagnosis:9ccs159:UTI:0.067
Number of Visits | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.507
Correlated most with:
Number of Visits:1.000
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.306
Diagnosis:9ccs92:Otitis media:0.296
Diagnosis:9ccs155:Other GI dx:0.246
Diagnosis:9ccs255:Social admin:0.240
Diagnosis:9ccs257:Ot aftercare:0.231
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs135:Intest infct:0.206
Diagnosis:9ccs128:Asthma:0.184
Vital: HR-latest | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.112
Diagnosis:9ccs217:Ot cong anom:0.083
Maternal Lab History: BUN-postPregnancy:-0.081
Maternal Lab History: PLATELET COUNT-postPregnancy:0.071
Newborn Diagnosis:9ccs256:Exam/eval:0.069
Number of Visits:-0.068
Diagnosis:9ccs47:Ot bnign neo:0.063
Diagnosis:9ccs122:Pneumonia:-0.063
Maternal Diagnosis:9ccs98:HTN:0.063
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.061
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.007 95% CI: [-0.002 , 0.016] | OR_adj 1.007 [0.998 1.016] | occ: 1060 | OR_unadj: 1.433 [1.080 1.900] | indivs AUC:0.560
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.991
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.523
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.516
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.497
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.490
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.476
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.470
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.399
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.394
* Vital: Wt-avg3to5 | coef 0.007 95% CI: [0.002 , 0.011] | OR_adj 1.007 [1.002 1.011] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.593
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.220
Maternal Diagnosis:9ccs184:Early labor:-0.140
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Diagnosis:9ccs219:Low birth wt:-0.108
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.098
Maternal Diagnosis:9ccs128:Asthma:-0.094
Maternal Lab History: INHMOM-otherPregnancy:-0.091
Newborn Diagnosis:9ccs222:Perint jaund:-0.085
Newborn Diagnosis:9ccs221:Resp distres:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Vital: BMI-gain1to5 | coef 0.006 95% CI: [0.002 , 0.011] | OR_adj 1.006 [1.002 1.011] | occ: 1421 | OR_unadj: 1.007 [0.771 1.314] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.101
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.100
Number of Visits:0.090
Maternal Procedure History:90472-postPregnancy:0.078
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.072
Diagnosis:9ccs239:Superfic inj:0.070
Diagnosis:9ccs135:Intest infct:0.068
Diagnosis:9ccs154:Gastroent:-0.068
Diagnosis:9ccs217:Ot cong anom:0.065
Diagnosis:9ccs159:UTI:0.065
Vital: Ht-gain16to24 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.514
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.076
Maternal Lab History: HERPES II IgG-postPregnancy:-0.074
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.074
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.072
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.068
Diagnosis:9ccs4:Mycoses:-0.065
Maternal Lab History: hCG MoM-postPregnancy:-0.062
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.060
Maternal Procedure History:J1055-postPregnancy:-0.059
Maternal Procedure History:90772-postPregnancy:-0.059
Vital: Wt for Length ZScore-gain7to13 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.473
Correlated most with:
Maternal Lab History: PROLACTIN-postPregnancy:-0.104
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.104
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.092
Lab:292495 LEAD LEVEL - Sunrise:0.089
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.082
Maternal Lab History: hCG MoM-postPregnancy:0.078
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.077
Maternal Lab History: GLOBULIN-otherPregnancy:-0.075
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.073
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.071
* Vital: BMI-avg1to3 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1340 | OR_unadj: 1.980 [1.513 2.590] | indivs AUC:0.557
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.141
Newborn Diagnosis:9ccs219:Low birth wt:-0.109
Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.071
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.070
Diagnosis:9ccs147:Anal/rectal:0.070
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.069
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.069
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.068
Vital: Temp-avg10to13 | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.006 [1.003 1.010] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.451
Correlated most with:
Diagnosis:9ccs175:Ot femal gen:-0.199
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.199
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.146
Diagnosis:9ccs223:Birth trauma:-0.120
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.105
Diagnosis:9ccs247:Lymph enlarg:-0.090
Newborn Diagnosis:9ccs259:Unclassified:-0.079
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.079
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.079
Maternal Diagnosis:9ccs238:Complic proc:0.075
Maternal Lab History: EOSINOPHIL-postPregnancy | coef 0.006 95% CI: [0.000 , 0.012] | OR_adj 1.006 [1.000 1.012] | occ: 548 | OR_unadj: 1.317 [0.896 1.934] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: EOSINOPHIL-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.419
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.360
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.325
Maternal Lab History: BASOPHIL-postPregnancy:0.290
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.272
Maternal Lab History: RBC-postPregnancy:0.253
Maternal Lab History: MCH-postPregnancy:-0.237
Maternal Lab History: POLYS-postPregnancy:-0.215
Maternal Lab History: WBC-postPregnancy:-0.201
Vital: Temp-avg0to1 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.092
Maternal Procedure History:81025-postPregnancy:-0.065
Maternal Procedure History:J1055-postPregnancy:-0.065
Diagnosis:9ccs76:Meningitis:0.063
Diagnosis:9ccs216:Nerv cong an:0.063
Diagnosis:9ccs58:Ot nutrit dx:-0.063
Maternal Lab History: POLYS-postPregnancy:-0.061
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.061
Diagnosis:9ccs7:Viral infect:-0.061
Maternal Lab History: MCV-otherPregnancy:-0.060
* Vital: Wt-gain0to3 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1401 | OR_unadj: 1.349 [1.031 1.765] | indivs AUC:0.547
Correlated most with:
Number of Visits:0.145
Diagnosis:9ccs126:Ot up rsp in:0.121
Diagnosis:9ccs92:Otitis media:0.100
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.096
Diagnosis:9ccs10:Immuniz/scrn:0.083
Diagnosis:9ccs137:Mouth dx:0.071
Maternal Lab History: URINE SUGAR-postPregnancy:0.068
Maternal Lab History: HERPES II IgG-otherPregnancy:0.066
Diagnosis:9ccs128:Asthma:0.066
Diagnosis:9ccs122:Pneumonia:0.064
* Vital: Wt-avg1to3 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1353 | OR_unadj: 1.405 [1.071 1.842] | indivs AUC:0.537
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.278
Maternal Diagnosis:9ccs184:Early labor:-0.237
Diagnosis:9ccs219:Low birth wt:-0.169
Maternal Diagnosis:9ccs185:Long pregncy:0.151
Newborn Diagnosis:9ccs256:Exam/eval:-0.136
Newborn Diagnosis:9ccs221:Resp distres:-0.113
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.099
Maternal Procedure History:86580-postPregnancy:-0.098
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.095
Diagnosis:9ccs143:Abdom hernia:-0.090
Vital: HC-gain7to13 | coef 0.006 95% CI: [0.002 , 0.010] | OR_adj 1.006 [1.002 1.010] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.464
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.069
Maternal Diagnosis:9ccs238:Complic proc:-0.067
Diagnosis:9ccs251:Abdomnl pain:0.066
Maternal Procedure History:97140-postPregnancy:-0.065
Maternal Lab History: URINE CULTURE-postPregnancy:-0.065
Maternal Procedure History:36416-postPregnancy:-0.062
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.059
Maternal Procedure History:87880-postPregnancy:0.058
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.057
Maternal Procedure History:86580-postPregnancy:-0.055
Vital: Temp-avg7to10 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.195
Diagnosis:9ccs255:Social admin:-0.173
Diagnosis:9ccs7:Viral infect:-0.111
Diagnosis:9ccs126:Ot up rsp in:-0.105
Diagnosis:9ccs74:Ot mentl cnd:-0.095
Diagnosis:9ccs217:Ot cong anom:-0.094
Diagnosis:9ccs257:Ot aftercare:-0.090
Number of Visits:-0.085
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.079
Diagnosis:9ccs197:Skin infectn:-0.074
Vital: BMI-gain13to19 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1431 | OR_unadj: 0.840 [0.643 1.097] | indivs AUC:0.444
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.075
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.066
Diagnosis:9ccs163:Other GU dx:0.065
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.065
Maternal Procedure History:86703-postPregnancy:-0.065
Maternal Lab History: BILE ACIDS-otherPregnancy:0.064
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.062
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.061
Maternal Lab History: GAMMA GT-otherPregnancy:0.058
Maternal Lab History: AST-postPregnancy:0.058
* Vital: BMI-avg7to10 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.009] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.611
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.103
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Maternal Procedure History:81025-postPregnancy:0.084
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.080
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.076
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.076
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.073
Maternal Diagnosis:9ccs5:HIV infectn:0.071
Maternal Procedure History:J1055-postPregnancy:-0.069
Vital: Wt-gain1to5 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.536
Correlated most with:
Number of Visits:0.126
Diagnosis:9ccs126:Ot up rsp in:0.121
Diagnosis:9ccs7:Viral infect:0.096
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.086
Diagnosis:9ccs239:Superfic inj:0.084
Maternal Procedure History:90472-postPregnancy:0.080
Diagnosis:9ccs154:Gastroent:-0.075
Diagnosis:9ccs135:Intest infct:0.074
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.069
Diagnosis:9ccs159:UTI:0.068
Vital: Temp-avg5to7 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.552
Correlated most with:
Diagnosis:9ccs94:Other ear dx:0.078
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.073
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.067
Maternal Diagnosis:9ccs61:Sickle cell:0.067
Diagnosis:9ccs123:Influenza:0.061
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.060
Diagnosis:9ccs234:Crush injury:0.060
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.059
Maternal Diagnosis:9ccs238:Complic proc:0.058
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.057
* Vital: Wt for Length ZScore-avg1to3 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.104
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.088
Maternal Lab History: URINE CULTURE-otherPregnancy:-0.083
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.083
Diagnosis:9ccs259:Unclassified:-0.078
Maternal Diagnosis:9ccs5:HIV infectn:0.078
Maternal Diagnosis:9ccs189:Prev c-sectn:0.074
Maternal Lab History: GFR Calculation-postPregnancy:0.069
Maternal Lab History: GFR in African American-postPregnancy:0.069
Newborn Diagnosis:9ccs221:Resp distres:-0.066
* Vital: BMI-avg3to5 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.646
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.104
Maternal Lab History: INHMOM-postPregnancy:0.101
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.093
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.085
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.084
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.080
Maternal Lab History: INHMOM-otherPregnancy:-0.079
Maternal Lab History: VLDL-postPregnancy:0.079
Maternal Lab History: AST (SGOT)-postPregnancy:0.078
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.076
Vital: HC-gain0to3 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.504
Correlated most with:
Number of Visits:0.110
Maternal Lab History: INR-otherPregnancy:-0.090
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.074
Diagnosis:9ccs126:Ot up rsp in:0.073
Maternal Diagnosis:9ccs7:Viral infect:-0.072
Diagnosis:9ccs137:Mouth dx:0.072
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.069
Maternal Lab History: GLUCOSE-otherPregnancy:0.068
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.065
Maternal Lab History: HERPES II IgG-otherPregnancy:0.064
Vital: BMI-gain5to10 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.470
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:0.095
Number of Visits:0.086
Maternal Diagnosis:9ccs149:Biliary dx:0.073
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.068
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.067
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.066
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.065
Maternal Lab History: MCV-otherPregnancy:-0.064
Maternal Procedure History:81000-postPregnancy:0.063
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.062
* Vital: Wt for Length ZScore-avg3to5 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.659
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106
Maternal Lab History: INHMOM-postPregnancy:0.089
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.085
Maternal Lab History: INHMOM-otherPregnancy:-0.084
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.078
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.078
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.077
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.074
Maternal Lab History: VLDL-postPregnancy:0.072
Maternal Lab History: AST (SGOT)-postPregnancy:0.070
* Vital: Wt Percentile-latest | coef 0.005 95% CI: [0.002 , 0.009] | OR_adj 1.005 [1.002 1.009] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.670
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Diagnosis:9ccs48:Thyroid dsor:-0.087
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.082
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.080
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.070
Diagnosis:9ccs89:Blindness:0.066
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.066
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.066
* Vital: Wt-gain7to13 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.471
Correlated most with:
Maternal Procedure History:86580-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.070
Maternal Lab History: WBC-postPregnancy:-0.070
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.067
Diagnosis:9ccs10:Immuniz/scrn:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.062
Lab:292495 LEAD LEVEL - Sunrise:-0.061
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.060
Maternal Lab History: LDL-otherPregnancy:0.059
Maternal Diagnosis:9ccs155:Other GI dx:0.058
Vital: Wt for Length ZScore-gain1to5 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.522
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:0.133
Newborn Diagnosis:9ccs219:Low birth wt:0.111
Diagnosis:9ccs147:Anal/rectal:0.103
Diagnosis:9ccs219:Low birth wt:0.092
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.087
Maternal Diagnosis:9ccs185:Long pregncy:-0.086
Maternal Procedure History:81025-otherPregnancy:0.085
Maternal Lab History: GFR Calculation-postPregnancy:0.082
Maternal Lab History: GFR in African American-postPregnancy:0.082
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.077
* Vital: BMI-gain0to3 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1391 | OR_unadj: 1.452 [1.110 1.899] | indivs AUC:0.563
Correlated most with:
Number of Visits:0.125
Diagnosis:9ccs126:Ot up rsp in:0.116
Maternal Diagnosis:9ccs184:Early labor:0.084
Diagnosis:9ccs92:Otitis media:0.082
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.076
Maternal Lab History: HERPES II IgG-otherPregnancy:0.070
Diagnosis:9ccs128:Asthma:0.069
Newborn Diagnosis:9ccs256:Exam/eval:0.068
Diagnosis:9ccs122:Pneumonia:0.068
Maternal Lab History: INR-otherPregnancy:-0.067
Vital: Ht-avg10to13 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.513
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.118
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.092
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.091
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.081
Maternal Diagnosis:9ccs184:Early labor:-0.079
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.074
Diagnosis:9ccs238:Complic proc:-0.074
Diagnosis:9ccs64:Ot hematl dx:0.073
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.073
* Vital: Wt for Length ZScore-gain0to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.735
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.101
Diagnosis:9ccs126:Ot up rsp in:0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.082
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.076
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.072
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Diagnosis:9ccs48:Thyroid dsor:-0.071
Diagnosis:9ccs259:Unclassified:-0.067
* Maternal Lab History: MCH-postPregnancy | coef 0.005 95% CI: [0.001 , 0.009] | OR_adj 1.005 [1.001 1.009] | occ: 608 | OR_unadj: 0.593 [0.404 0.870] | indivs AUC:0.455
Correlated most with:
Maternal Lab History: MCH-postPregnancy:1.000
Maternal Lab History: MCV-postPregnancy:0.760
Maternal Lab History: RDW-postPregnancy:-0.597
Maternal Lab History: RBC-postPregnancy:-0.442
Maternal Lab History: MCH-otherPregnancy:0.430
Maternal Lab History: MCV-otherPregnancy:0.403
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.380
Maternal Lab History: RDW-otherPregnancy:-0.252
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.251
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.237
* Vital: Wt for Length ZScore-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.735
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.101
Diagnosis:9ccs126:Ot up rsp in:0.093
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.082
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.076
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.072
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Diagnosis:9ccs48:Thyroid dsor:-0.071
Diagnosis:9ccs259:Unclassified:-0.067
Vital: Wt for Length ZScore-gain16to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1432 | OR_unadj: 1.066 [0.815 1.393] | indivs AUC:0.480
Correlated most with:
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.085
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.072
Maternal Procedure History:81000-otherPregnancy:0.068
Maternal Lab History: MPV-postPregnancy:-0.065
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.062
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.061
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.058
Maternal Lab History: BILE ACIDS-otherPregnancy:0.057
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.056
Maternal Lab History: GAMMA GT-otherPregnancy:0.055
Vital: HC-gain5to10 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.515
Correlated most with:
Maternal Procedure History:97140-postPregnancy:0.096
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.084
Lab:292495 LEAD LEVEL - Sunrise:0.079
Maternal Lab History: PTT-postPregnancy:-0.078
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.077
Maternal Lab History: CREATININE-postPregnancy:-0.076
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.073
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.069
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.068
Diagnosis:9ccs251:Abdomnl pain:-0.067
* Vital: Wt Change-avg19to24 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.623
Correlated most with:
Number of Visits:-0.161
Diagnosis:9ccs92:Otitis media:-0.142
Diagnosis:9ccs126:Ot up rsp in:-0.126
Maternal Procedure History:97014-postPregnancy:-0.105
Diagnosis:9ccs133:Oth low resp:-0.099
Maternal Lab History: PH-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:-0.085
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.084
Maternal Procedure History:96372-otherPregnancy:0.081
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.081
Vital: HC-avg1to3 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.557
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.219
Newborn Diagnosis:9ccs219:Low birth wt:-0.212
Maternal Lab History: FREE T-4-otherPregnancy:-0.130
Diagnosis:9ccs219:Low birth wt:-0.111
Maternal Diagnosis:9ccs185:Long pregncy:0.101
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.097
Newborn Diagnosis:9ccs256:Exam/eval:-0.090
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.085
Maternal Lab History: ALBUMIN-postPregnancy:0.082
* Vital: Wt for Length ZScore-gain13to19 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.552
Correlated most with:
Newborn Diagnosis:9ccs223:Birth trauma:-0.077
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.071
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.067
Diagnosis:9ccs163:Other GU dx:-0.065
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.065
Newborn Diagnosis:9ccs222:Perint jaund:0.065
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.065
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.063
Diagnosis:9ccs240:Burns:-0.063
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.063
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1013 | OR_unadj: 0.877 [0.644 1.195] | indivs AUC:0.456
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.587
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.586
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.582
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.581
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.483
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.481
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.476
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.474
Vital: Ht-avg3to5 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.459
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.251
Maternal Diagnosis:9ccs184:Early labor:-0.199
Maternal Diagnosis:9ccs185:Long pregncy:0.130
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.109
Newborn Diagnosis:9ccs221:Resp distres:-0.104
Diagnosis:9ccs219:Low birth wt:-0.099
Newborn Diagnosis:9ccs222:Perint jaund:-0.097
Maternal Diagnosis:9ccs183:HTN in preg:-0.092
Newborn Diagnosis:9ccs256:Exam/eval:-0.091
Diagnosis:9ccs143:Abdom hernia:-0.083
Vital: BMI-gain3to7 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.528
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.095
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.086
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.084
Maternal Lab History: FIBRINOGEN-postPregnancy:0.081
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.076
Maternal Procedure History:86580-postPregnancy:-0.072
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.071
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.071
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.071
Maternal Diagnosis:9ccs98:HTN:-0.069
* Vital: Wt for Length ZScore-avg19to24 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.701
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.091
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.091
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.085
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.079
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.079
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.079
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.072
Vital: Temp-avg13to16 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.543
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.145
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Diagnosis:9ccs149:Biliary dx:0.085
Maternal Lab History: TP VOLUME-otherPregnancy:0.082
Maternal Diagnosis:9ccs183:HTN in preg:0.081
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Lab History: GFR in African American-postPregnancy:-0.078
Maternal Lab History: GFR Calculation-postPregnancy:-0.078
Maternal Lab History: FERRITIN-postPregnancy:-0.078
Maternal Diagnosis:9ccs238:Complic proc:0.076
* Vital: Wt-gain16to24 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.571
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.082
Maternal Lab History: hCG MoM-postPregnancy:-0.081
Maternal Lab History: HERPES II IgG-postPregnancy:-0.077
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.070
Maternal Procedure History:86703-postPregnancy:0.070
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.066
Maternal Lab History: 3 HOUR-postPregnancy:0.065
Maternal Lab History: HERPES I IgG-postPregnancy:-0.064
Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.063
Vital: Wt for Length ZScore-gain10to16 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.514
Correlated most with:
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.074
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.070
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.068
Maternal Diagnosis:9ccs5:HIV infectn:-0.067
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.065
Maternal Lab History: PROLACTIN-postPregnancy:0.064
Diagnosis:9ccs113:Late eff CVD:0.063
Diagnosis:9ccs95:Oth nerv dx:0.059
Newborn Diagnosis:9ccs94:Other ear dx:0.059
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.058
* Vital: Wt-gain3to7 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.582
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.091
Maternal Lab History: FIBRINOGEN-postPregnancy:0.084
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.083
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.082
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.077
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.077
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.076
Diagnosis:9ccs92:Otitis media:0.074
Vital: Wt for Len Percentile-gain5to10 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.492
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:0.105
Lab:292495 LEAD LEVEL - Sunrise:0.094
Maternal Diagnosis:9ccs184:Early labor:0.093
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.078
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077
Maternal Diagnosis:9ccs60:Acut p-h anm:0.073
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.070
Diagnosis:9ccs200:Oth skin dx:-0.069
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.065
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.064
* Vital: Wt for Length ZScore-avg7to10 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.608
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.093
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076
Maternal Procedure History:81025-postPregnancy:0.074
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.073
Diagnosis:9ccs125:Bronchitis:0.072
Maternal Procedure History:90472-postPregnancy:0.071
Maternal Lab History: TP VOLUME-postPregnancy:-0.071
Maternal Procedure History:J1055-postPregnancy:-0.068
Diagnosis:9ccs217:Ot cong anom:-0.067
Vital: BP-postPregnancy | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 666 | OR_unadj: 1.322 [0.954 1.832] | indivs AUC:0.547
Correlated most with:
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.209
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.191
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.158
Maternal Diagnosis:9ccs183:HTN in preg:0.157
Maternal Lab History: URINE PH-postPregnancy:-0.153
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.146
MatDeliveryAge:0.144
Maternal Lab History: RBC-postPregnancy:0.137
Maternal Procedure History:81000-postPregnancy:-0.137
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.128
* Vital: BMI-postPregnancy | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 538 | OR_unadj: 2.540 [1.496 4.314] | indivs AUC:0.546
Correlated most with:
Maternal Procedure History:S9470-postPregnancy:0.171
Maternal Lab History: GLUCOSE-otherPregnancy:0.169
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.166
Maternal Lab History: RDW-otherPregnancy:0.162
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.159
Maternal Lab History: URINE CULTURE-postPregnancy:0.142
Maternal Lab History: BUN-postPregnancy:-0.121
Maternal Lab History: URINE CULTURE-otherPregnancy:0.121
Maternal Lab History: FASTING-otherPregnancy:0.116
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.114
Vital: Temp-avg19to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs133:Oth low resp:-0.092
Maternal Lab History: INHMOM-postPregnancy:0.085
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.074
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.071
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.069
Diagnosis:9ccs154:Gastroent:-0.068
Diagnosis:9ccs92:Otitis media:0.066
Diagnosis:9ccs10:Immuniz/scrn:-0.065
Diagnosis:9ccs238:Complic proc:0.065
Maternal Lab History: ESTRIOL-postPregnancy:0.063
Vital: Temp-latest | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs154:Gastroent:-0.089
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.079
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.079
Maternal Lab History: INHMOM-postPregnancy:0.078
Maternal Lab History: AST-otherPregnancy:0.075
Maternal Diagnosis:9ccs181:Ot preg comp:0.070
Maternal Diagnosis:9ccs91:Other eye dx:0.069
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.069
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.069
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.066
Vital: Ht-avg1to3 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.523
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.303
Maternal Diagnosis:9ccs184:Early labor:-0.278
Diagnosis:9ccs219:Low birth wt:-0.175
Maternal Diagnosis:9ccs185:Long pregncy:0.151
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.129
Newborn Diagnosis:9ccs222:Perint jaund:-0.123
Maternal Diagnosis:9ccs5:HIV infectn:-0.122
Diagnosis:9ccs143:Abdom hernia:-0.119
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117
Maternal Diagnosis:9ccs183:HTN in preg:-0.115
* Vital: BMI-gain0to24 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.727
Correlated most with:
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085
Diagnosis:9ccs259:Unclassified:-0.084
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.079
Maternal Lab History: CHLORIDE-otherPregnancy:0.073
Maternal Procedure History:99211-otherPregnancy:0.071
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.456
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.587
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.586
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.582
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.581
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.482
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.481
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.475
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.474
Vital: HR-postPregnancy | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 587 | OR_unadj: 0.960 [0.669 1.378] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.169
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.118
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.113
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.105
Maternal Lab History: WBC-postPregnancy:0.104
Maternal Lab History: LDH-otherPregnancy:0.103
Maternal Procedure History:58300-postPregnancy:0.098
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.095
Maternal Lab History: ESTRIOL-postPregnancy:-0.094
Maternal Lab History: CREATININE-postPregnancy:-0.091
* Vital: Wt Change-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.616
Correlated most with:
Number of Visits:-0.166
Diagnosis:9ccs126:Ot up rsp in:-0.138
Diagnosis:9ccs92:Otitis media:-0.120
Diagnosis:9ccs125:Bronchitis:-0.110
Maternal Procedure History:90746-postPregnancy:-0.099
Diagnosis:9ccs133:Oth low resp:-0.082
Newborn Diagnosis:9ccs0:No DX:0.081
Diagnosis:9ccs135:Intest infct:-0.079
Diagnosis:9ccs257:Ot aftercare:-0.078
Maternal Procedure History:96372-otherPregnancy:0.073
Vital: Wt-avg0to1 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.533
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.362
Maternal Diagnosis:9ccs184:Early labor:-0.355
Diagnosis:9ccs219:Low birth wt:-0.222
Maternal Diagnosis:9ccs185:Long pregncy:0.217
Newborn Diagnosis:9ccs221:Resp distres:-0.150
Newborn Diagnosis:9ccs256:Exam/eval:-0.139
Newborn Diagnosis:9ccs224:Ot perint dx:0.130
Maternal Diagnosis:9ccs183:HTN in preg:-0.125
Newborn Diagnosis:9ccs253:Allergy:-0.111
Newborn Diagnosis:9ccs222:Perint jaund:-0.107
Vital: Temp-avg1to3 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.433
Correlated most with:
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.105
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.101
Maternal Lab History: URIC ACID-otherPregnancy:0.083
Maternal Procedure History:36415-otherPregnancy:-0.077
Diagnosis:9ccs90:Eye infectn:-0.077
Diagnosis:9ccs7:Viral infect:-0.077
Maternal Lab History: MONOS-postPregnancy:0.072
Maternal Procedure History:99401-otherPregnancy:0.071
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.068
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068
Vital: HC-gain1to5 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.445
Correlated most with:
Diagnosis:9ccs125:Bronchitis:0.091
Diagnosis:9ccs154:Gastroent:-0.089
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.082
Newborn Diagnosis:9ccs222:Perint jaund:0.077
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.076
Diagnosis:9ccs163:Other GU dx:0.076
Diagnosis:9ccs126:Ot up rsp in:0.075
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Lab History: APF MoM-otherPregnancy:-0.071
Number of Visits:0.071
Vital: HC-gain3to7 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.547
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.081
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.073
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.072
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.071
Lab:292495 LEAD LEVEL - Sunrise:-0.071
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.069
Maternal Procedure History:99401-postPregnancy:-0.068
Vital: Wt-gain13to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.496
Correlated most with:
Number of Visits:0.085
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.071
Maternal Procedure History:86703-postPregnancy:-0.066
Maternal Diagnosis:9ccs46:Bnign ut neo:0.063
Maternal Lab History: AMYLASE-postPregnancy:-0.062
Diagnosis:9ccs7:Viral infect:0.062
Maternal Lab History: BILE ACIDS-otherPregnancy:0.061
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.060
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.060
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.060
Vital: Wt Change-avg10to13 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 631 | OR_unadj: 1.185 [0.802 1.752] | indivs AUC:0.527
Correlated most with:
Maternal Procedure History:J7300-postPregnancy:0.114
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.097
Diagnosis:9ccs256:Exam/eval:0.095
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.086
Maternal Procedure History:58300-postPregnancy:0.085
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.082
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.078
Diagnosis:9ccs133:Oth low resp:-0.078
Diagnosis:9ccs136:Teeth dx:-0.078
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.575
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.465
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.381
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.379
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.268
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.219
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.217
Vital: Wt for Length ZScore-gain3to7 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.579
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:-0.109
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.086
Newborn Diagnosis:9ccs221:Resp distres:0.085
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.082
Maternal Procedure History:81025-otherPregnancy:-0.082
Maternal Lab History: GFR Calculation-postPregnancy:-0.081
Maternal Lab History: GFR in African American-postPregnancy:-0.081
Maternal Lab History: URINE CULTURE-otherPregnancy:0.072
Maternal Lab History: 2 HOUR-otherPregnancy:0.064
Maternal Procedure History:S9470-otherPregnancy:-0.064
* Vital: Wt-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.493
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:0.096
Maternal Diagnosis:9ccs149:Biliary dx:0.074
Maternal Lab History: MCV-otherPregnancy:-0.074
Number of Visits:0.069
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.067
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.066
Diagnosis:9ccs200:Oth skin dx:-0.066
Maternal Diagnosis:9ccs155:Other GI dx:-0.065
Newborn Diagnosis:9ccs94:Other ear dx:-0.065
Maternal Procedure History:81000-postPregnancy:0.064
Maternal Lab History: ABS LYMPH-postPregnancy | coef 0.004 95% CI: [-0.000 , 0.008] | OR_adj 1.004 [1.000 1.008] | occ: 487 | OR_unadj: 1.043 [0.714 1.524] | indivs AUC:0.471
Correlated most with:
Maternal Lab History: ABS LYMPH-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.588
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.526
Maternal Lab History: ABS LYMPH-otherPregnancy:0.364
Maternal Lab History: PLATELET COUNT-postPregnancy:0.247
Maternal Lab History: RBC-postPregnancy:0.214
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.213
Maternal Lab History: WBC-postPregnancy:0.197
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.186
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.181
Vital: Ht-avg7to10 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.511
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.129
Maternal Diagnosis:9ccs5:HIV infectn:-0.099
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.094
Diagnosis:9ccs219:Low birth wt:-0.079
Diagnosis:9ccs238:Complic proc:-0.075
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.074
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.074
Newborn Diagnosis:9ccs224:Ot perint dx:0.069
Maternal Lab History: LYMPHOCYTE-postPregnancy | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 552 | OR_unadj: 1.365 [0.962 1.935] | indivs AUC:0.531
Correlated most with:
Maternal Lab History: LYMPHOCYTE-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.853
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.667
Maternal Lab History: ABS LYMPH-postPregnancy:0.526
Maternal Lab History: WBC-postPregnancy:-0.525
Maternal Lab History: BASOPHIL-postPregnancy:0.427
Maternal Lab History: EOSINOPHIL-postPregnancy:0.360
Maternal Lab History: POLYS-postPregnancy:-0.348
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.327
Maternal Lab History: RBC-postPregnancy:0.316
Vital: Wt Percentile-gain16to24 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.512
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.116
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.094
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.084
Diagnosis:9ccs0:No DX:0.084
Diagnosis:9ccs74:Ot mentl cnd:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Maternal Procedure History:90470-postPregnancy:0.069
Maternal Procedure History:90663-postPregnancy:0.069
Maternal Procedure History:90772-postPregnancy:-0.068
Diagnosis:9ccs63:Wht blood dx:-0.065
* Vital: BMI-gain7to13 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.487
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:-0.083
Maternal Procedure History:86580-postPregnancy:-0.079
Diagnosis:9ccs10:Immuniz/scrn:-0.068
Maternal Procedure History:36416-postPregnancy:-0.066
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.064
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.064
Lab:292495 LEAD LEVEL - Sunrise:-0.059
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.058
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.057
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.056
Vital: Wt for Length ZScore-gain0to3 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.525
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Diagnosis:9ccs219:Low birth wt:-0.096
Newborn Diagnosis:9ccs219:Low birth wt:-0.095
Maternal Diagnosis:9ccs184:Early labor:-0.091
Diagnosis:10ccs58:Ot nutrit dx:0.069
Diagnosis:9ccs222:Perint jaund:-0.067
Newborn Diagnosis:9ccs224:Ot perint dx:0.064
Maternal Lab History: PAPP-A-postPregnancy:-0.063
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.063
Diagnosis:9ccs2603:E Codes: Fall:0.062
Vital: Ht Percentile-avg10to13 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.529
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.111
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110
Newborn Diagnosis:9ccs219:Low birth wt:-0.102
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.087
Maternal Diagnosis:9ccs184:Early labor:-0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.079
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.077
Maternal Lab History: 1/2 HOUR-postPregnancy:0.075
Maternal Lab History: PH-postPregnancy:-0.075
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.073
Vital: Ht-gain13to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.471
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo:0.079
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.070
Maternal Diagnosis:9ccs172:Ovarian cyst:0.070
Number of Visits:0.066
Maternal Procedure History:86703-postPregnancy:-0.064
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.057
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.057
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.056
Maternal Lab History: BILE ACIDS-otherPregnancy:0.056
Maternal Lab History: GAMMA GT-otherPregnancy:0.055
* Vital: Wt-avg16to19 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.631
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.081
Maternal Lab History: 2 HOUR-postPregnancy:0.070
Diagnosis:9ccs48:Thyroid dsor:-0.070
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Diagnosis:9ccs182:Hemorr preg:-0.064
Diagnosis:9ccs128:Asthma:0.064
Lab:297262 HEMOGLOBIN (HEMOCUE):0.064
Maternal Lab History: PLATELET COUNT-postPregnancy | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 608 | OR_unadj: 1.280 [0.909 1.803] | indivs AUC:0.524
Correlated most with:
Maternal Lab History: PLATELET COUNT-postPregnancy:1.000
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.488
Maternal Lab History: MPV-postPregnancy:-0.425
Maternal Lab History: ABS LYMPH-postPregnancy:0.247
Maternal Lab History: MPV-otherPregnancy:-0.225
Maternal Lab History: WBC-otherPregnancy:0.194
Maternal Lab History: MCH-postPregnancy:-0.180
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.166
Maternal Lab History: WBC-postPregnancy:0.161
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.158
Vital: Ht Percentile-gain16to24 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccs0:No DX:0.102
Diagnosis:9ccs258:Other screen:-0.095
Maternal Procedure History:90772-postPregnancy:-0.087
Maternal Procedure History:90663-postPregnancy:0.083
Maternal Procedure History:90470-postPregnancy:0.083
Maternal Procedure History:J1055-postPregnancy:-0.082
Diagnosis:9ccs51:Ot endo dsor:-0.076
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.073
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.072
Diagnosis:9ccs259:Unclassified:0.067
Vital: Wt-gain10to16 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.556
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.069
Maternal Lab History: FREE T-4-otherPregnancy:-0.066
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.065
Maternal Procedure History:86580-postPregnancy:0.063
Diagnosis:9ccs96:Hrt valve dx:-0.063
Diagnosis:9ccs92:Otitis media:0.061
Newborn Diagnosis:9ccs215:gu cong anom:-0.061
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.059
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.059
Maternal Procedure History:97014-postPregnancy:-0.058
* Vital: Wt Percentile-gain13to19 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 826 | OR_unadj: 0.644 [0.432 0.961] | indivs AUC:0.505
Correlated most with:
Number of Visits:0.100
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.082
Diagnosis:9ccs0:No DX:0.079
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.076
Diagnosis:9ccs257:Ot aftercare:0.076
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.070
Maternal Procedure History:90471-otherPregnancy:-0.069
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.066
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.066
Maternal Diagnosis:9ccs49:DiabMel no c:0.064
Vital: Ht-avg0to1 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.518
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.348
Maternal Diagnosis:9ccs184:Early labor:-0.342
Diagnosis:9ccs219:Low birth wt:-0.204
Newborn Diagnosis:9ccs221:Resp distres:-0.162
Maternal Diagnosis:9ccs185:Long pregncy:0.159
Newborn Diagnosis:9ccs222:Perint jaund:-0.135
Maternal Diagnosis:9ccs183:HTN in preg:-0.127
Newborn Diagnosis:9ccs256:Exam/eval:-0.126
Diagnosis:9ccs143:Abdom hernia:-0.112
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103
* Vital: Ht-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.523
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.120
Maternal Diagnosis:9ccs184:Early labor:-0.094
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.091
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Maternal Lab History: UREA NITROGEN-postPregnancy:0.078
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.074
Maternal Procedure History:90772-postPregnancy:0.074
Newborn Diagnosis:9ccs221:Resp distres:-0.072
Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.072
Vital: Wt Percentile-gain10to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 753 | OR_unadj: 0.793 [0.556 1.132] | indivs AUC:0.472
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.100
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.081
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.075
Maternal Diagnosis:9ccs61:Sickle cell:-0.073
Maternal Lab History: NEUTROPHIL-postPregnancy:0.071
Maternal Procedure History:97014-postPregnancy:-0.070
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.069
Lab:292495 LEAD LEVEL - Sunrise:0.067
Maternal Lab History: 3 HOUR-postPregnancy:-0.065
* Vital: Wt Percentile-avg10to13 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.577
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.108
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082
Maternal Lab History: INHMOM-otherPregnancy:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Maternal Lab History: APF MoM-otherPregnancy:-0.076
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.074
Maternal Lab History: 1 HOUR-otherPregnancy:0.071
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.068
Vital: Wt for Length ZScore-avg0to1 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.525
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Diagnosis:9ccs219:Low birth wt:-0.096
Newborn Diagnosis:9ccs219:Low birth wt:-0.095
Maternal Diagnosis:9ccs184:Early labor:-0.091
Diagnosis:10ccs58:Ot nutrit dx:0.069
Diagnosis:9ccs222:Perint jaund:-0.067
Newborn Diagnosis:9ccs224:Ot perint dx:0.064
Maternal Lab History: PAPP-A-postPregnancy:-0.063
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.063
Diagnosis:9ccs2603:E Codes: Fall:0.062
Vital: BMI-gain10to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.085
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.079
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.075
Maternal Lab History: FREE T-4-otherPregnancy:-0.068
Diagnosis:9ccs163:Other GU dx:-0.067
Maternal Procedure History:86580-postPregnancy:0.066
Diagnosis:9ccs92:Otitis media:0.065
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.063
Maternal Lab History: WEIGHT-otherPregnancy:0.061
Maternal Diagnosis:9ccs69:Affective dx:0.061
* Vital: Wt-avg13to16 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.641
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.095
Maternal Lab History: 1 HOUR-otherPregnancy:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Diagnosis:9ccs242:Poisn ot med:0.085
Maternal Lab History: 2 HOUR-otherPregnancy:0.079
Maternal Lab History: 2 HOUR-postPregnancy:0.074
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.073
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.070
Maternal Lab History: MPV-postPregnancy:0.070
* Vital: HC-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.005] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.524
Correlated most with:
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.093
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.088
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.080
Maternal Lab History: URINE KETONES-postPregnancy:0.074
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.072
Maternal Lab History: AST-postPregnancy:-0.070
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.065
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.064
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.064
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.064
* Vital: Wt Change-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 712 | OR_unadj: 1.794 [1.198 2.685] | indivs AUC:0.565
Correlated most with:
Number of Visits:-0.152
Diagnosis:9ccs90:Eye infectn:-0.120
Diagnosis:9ccs257:Ot aftercare:-0.120
Diagnosis:9ccs10:Immuniz/scrn:-0.119
Diagnosis:9ccs135:Intest infct:-0.119
Diagnosis:9ccs126:Ot up rsp in:-0.116
Diagnosis:9ccs92:Otitis media:-0.111
Diagnosis:9ccs242:Poisn ot med:-0.100
Diagnosis:9ccs7:Viral infect:-0.099
Diagnosis:9ccs133:Oth low resp:-0.093
Vital: HC-gain16to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.457
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.086
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.071
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.071
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.069
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.067
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.066
Maternal Procedure History:J1055-postPregnancy:-0.063
Maternal Diagnosis:9ccs159:UTI:-0.062
Lab:292495 LEAD LEVEL - Sunrise:0.060
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.059
Vital: HR-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.088
Maternal Lab History: PAPP-A-postPregnancy:0.078
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.077
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.072
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.071
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.071
Maternal Lab History: URINE SUGAR-postPregnancy:0.070
Diagnosis:9ccs212:Ot bone dx:0.069
Maternal Lab History: MCV-otherPregnancy:0.067
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.066
Vital: Wt for Len Percentile-gain7to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.467
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.070
Diagnosis:9ccs10:Immuniz/scrn:-0.067
Maternal Diagnosis:9ccs69:Affective dx:-0.064
Maternal Procedure History:86580-postPregnancy:-0.062
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.061
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.061
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.061
Maternal Procedure History:36416-postPregnancy:-0.059
Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.059
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.058
* Vital: Ht Percentile-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.572
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.098
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Diagnosis:9ccs89:Blindness:0.081
Maternal Procedure History:96372-otherPregnancy:-0.074
Maternal Lab History: RBC-otherPregnancy:0.072
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.071
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.070
Maternal Lab History: PH-postPregnancy:-0.067
Maternal Procedure History:90656-otherPregnancy:0.067
Maternal Diagnosis:9ccs184:Early labor:-0.066
Maternal Lab History: RDW-postPregnancy | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 606 | OR_unadj: 1.257 [0.870 1.814] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: RDW-postPregnancy:1.000
Maternal Lab History: MCH-postPregnancy:-0.597
Maternal Lab History: MCV-postPregnancy:-0.547
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.413
Maternal Lab History: MCH-otherPregnancy:-0.296
Maternal Lab History: MCV-otherPregnancy:-0.293
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.287
Maternal Lab History: RDW-otherPregnancy:0.262
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.196
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.151
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.003 95% CI: [0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 994 | OR_unadj: 1.205 [0.891 1.630] | indivs AUC:0.455
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.458
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.457
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.448
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.403
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.402
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.341
Vital: Wt for Len Percentile-gain16to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.537
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076
Maternal Lab History: hCG MoM-postPregnancy:-0.073
Diagnosis:9ccs61:Sickle cell:-0.068
Maternal Lab History: HERPES I IgG-postPregnancy:-0.067
Maternal Lab History: A/G-otherPregnancy:0.066
Diagnosis:9ccs234:Crush injury:-0.064
Maternal Diagnosis:9ccs189:Prev c-sectn:0.063
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.062
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.062
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.060
Vital: Ht Percentile-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.559
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.070
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.070
Maternal Lab History: URINE CULTURE-postPregnancy:-0.068
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.067
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.064
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.064
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.064
Diagnosis:9ccs136:Teeth dx:-0.064
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.061
Number of Visits:0.061
* Vital: HC-avg16to19 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.546
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.096
Diagnosis:9ccs51:Ot endo dsor:-0.094
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.084
Maternal Procedure History:90649-postPregnancy:-0.081
Diagnosis:9ccs204:Ot joint dx:-0.075
Maternal Procedure History:90471-postPregnancy:-0.075
Maternal Diagnosis:9ccs172:Ovarian cyst:0.070
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.068
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.066
Vital: HC-avg0to1 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.515
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.279
Newborn Diagnosis:9ccs219:Low birth wt:-0.256
Diagnosis:9ccs219:Low birth wt:-0.160
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.160
Maternal Diagnosis:9ccs185:Long pregncy:0.131
Newborn Diagnosis:9ccs256:Exam/eval:-0.107
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.090
Newborn Diagnosis:9ccs94:Other ear dx:0.089
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.085
Vital: Ht-gain5to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.451
Correlated most with:
Number of Visits:0.080
Lab:292495 LEAD LEVEL - Sunrise:0.079
Maternal Procedure History:81000-postPregnancy:0.068
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.066
Maternal Diagnosis:9ccs98:HTN:0.066
Maternal Diagnosis:9ccs149:Biliary dx:0.065
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.064
Diagnosis:9ccs89:Blindness:0.064
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.063
Maternal Diagnosis:9ccs192:Umbil cord:-0.063
* Vital: Ht-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.502
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.120
Maternal Lab History: 1 HOUR-postPregnancy:0.092
Diagnosis:9ccs2:Septicemia:0.082
Maternal Lab History: 1 HOUR-otherPregnancy:0.079
Maternal Lab History: 1/2 HOUR-postPregnancy:0.076
Maternal Diagnosis:9ccs184:Early labor:-0.074
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.074
Diagnosis:9ccs58:Ot nutrit dx:-0.073
Diagnosis:9ccs238:Complic proc:-0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.071
* Vital: Ht-gain7to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:-0.090
Maternal Procedure History:86580-postPregnancy:-0.077
Maternal Procedure History:36416-postPregnancy:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.061
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.061
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.061
Diagnosis:9ccs10:Immuniz/scrn:-0.060
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.058
Maternal Lab History: LDL-otherPregnancy:0.058
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.057
* Vital: Wt-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.599
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.094
Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.083
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.081
Diagnosis:9ccs238:Complic proc:-0.079
Diagnosis:9ccs125:Bronchitis:0.075
Maternal Diagnosis:9ccs182:Hemorr preg:-0.074
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.441
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249
* Vital: Wt for Len Percentile-gain10to16 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.523
Correlated most with:
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.080
Diagnosis:9ccs163:Other GU dx:-0.077
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.075
Maternal Lab History: URINE KETONES-otherPregnancy:0.064
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.063
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.063
Maternal Diagnosis:9ccs176:Contraceptiv:0.062
Diagnosis:9ccs92:Otitis media:0.060
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.059
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.058
Vital: Ht-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.588
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.088
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.080
Maternal Procedure History:86580-postPregnancy:-0.073
Diagnosis:9ccs240:Burns:-0.071
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.069
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.069
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.069
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.441
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249
Vital: Wt Change-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.106
Maternal Lab History: URINE PROTEIN-postPregnancy:0.098
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.096
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.093
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089
Maternal Lab History: PROLACTIN-postPregnancy:-0.088
Maternal Lab History: NT MoM-postPregnancy:-0.085
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.083
Maternal Lab History: INHMOM-otherPregnancy:-0.077
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.077
Maternal Lab History: RBC-postPregnancy | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 608 | OR_unadj: 1.228 [0.875 1.723] | indivs AUC:0.531
Correlated most with:
Maternal Lab History: RBC-postPregnancy:1.000
Maternal Lab History: HEMATOCRIT-postPregnancy:0.728
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.623
Maternal Lab History: MCH-postPregnancy:-0.442
Maternal Lab History: MCV-postPregnancy:-0.421
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.316
Maternal Lab History: RBC-otherPregnancy:0.292
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.290
Maternal Lab History: BASOPHIL-postPregnancy:0.278
Maternal Lab History: ALBUMIN-postPregnancy:0.268
Vital: Ht-gain10to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.516
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.090
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.078
Maternal Lab History: WEIGHT-otherPregnancy:0.076
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.075
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.071
Maternal Lab History: FREE T-4-otherPregnancy:-0.068
Diagnosis:9ccs92:Otitis media:0.067
Maternal Procedure History:86580-postPregnancy:0.062
Maternal Diagnosis:9ccs69:Affective dx:0.061
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.061
* Vital: Wt-avg19to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.703
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.098
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 1 HOUR-otherPregnancy:0.092
Maternal Lab History: 2 HOUR-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: 2 HOUR-otherPregnancy:0.071
Lab:297262 HEMOGLOBIN (HEMOCUE):0.066
* Vital: HC-avg7to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.557
Correlated most with:
Maternal Procedure History:97140-postPregnancy:0.480
Maternal Lab History: BASE DEFICIT-postPregnancy:0.324
Maternal Lab History: BICARBONATE-postPregnancy:-0.297
Maternal Procedure History:97110-postPregnancy:0.292
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.205
Maternal Lab History: PTT-postPregnancy:-0.184
Maternal Lab History: O2 SATURATION-postPregnancy:0.183
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.170
Maternal Lab History: URIC ACID-postPregnancy:0.169
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.137
Vital: Ht Percentile-gain10to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.468
Correlated most with:
Maternal Procedure History:97014-postPregnancy:-0.083
Maternal Lab History: 3 HOUR-postPregnancy:-0.081
Diagnosis:9ccs125:Bronchitis:-0.077
Maternal Lab History: NEUTROPHIL-postPregnancy:0.074
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.073
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.071
Maternal Lab History: ESTRIOL-otherPregnancy:-0.069
Lab:295669 BILIRUBIN DIRECT - LMC:-0.069
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.067
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.067
* Vital: HC-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.087
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084
Maternal Lab History: PTT-otherPregnancy:-0.079
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.079
Maternal Lab History: MONOS-postPregnancy:-0.073
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.063
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.063
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.062
Maternal Diagnosis:9ccs187:Malposition:0.061
Maternal Lab History: IRON-postPregnancy:0.059
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.504
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.379
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.341
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.505
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239
Vital: Wt for Len Percentile-gain13to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1254 | OR_unadj: 1.030 [0.785 1.351] | indivs AUC:0.446
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.070
Diagnosis:9ccs7:Viral infect:0.069
Diagnosis:9ccs163:Other GU dx:0.067
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.064
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.063
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.063
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.061
Maternal Lab History: GAMMA GT-otherPregnancy:0.060
Maternal Diagnosis:9ccs172:Ovarian cyst:0.059
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.057
Vital: Ht Percentile-gain5to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.467
Correlated most with:
Maternal Lab History: PAPP-A-postPregnancy:-0.103
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.086
Maternal Lab History: ALBUMIN-otherPregnancy:-0.077
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:-0.068
Maternal Lab History: ANION GAP-otherPregnancy:-0.067
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.067
Diagnosis:9ccs89:Blindness:0.063
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.063
Maternal Lab History: INHMOM-otherPregnancy:-0.062
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.060
* Vital: BMI-avg5to7 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.624
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.099
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.090
Diagnosis:9ccs238:Complic proc:-0.089
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.081
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.074
Maternal Lab History: TP PERIOD-postPregnancy:0.073
Maternal Lab History: RDW-otherPregnancy:0.070
Newborn Diagnosis:9ccs219:Low birth wt:-0.067
Maternal Lab History: FIBRINOGEN-postPregnancy:0.065
Vital: Wt Change-avg3to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 376 | OR_unadj: 1.188 [0.778 1.816] | indivs AUC:0.533
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:-0.112
Maternal Lab History: GFR in African American-postPregnancy:-0.112
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.111
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.108
Maternal Lab History: APF MoM-otherPregnancy:-0.108
Maternal Lab History: INHMOM-otherPregnancy:-0.098
Maternal Lab History: INHMOM-postPregnancy:0.087
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.085
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.080
Maternal Procedure History:90471-postPregnancy:-0.078
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.495
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.730
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.656
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.636
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.635
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.609
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.607
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.575
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.380
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.218
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.217
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.455
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.459
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.457
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.450
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.403
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.402
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.339
Vital: Wt Percentile-gain7to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.550
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.092
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.079
Maternal Lab History: PAPP-A-postPregnancy:-0.073
Maternal Procedure History:36416-postPregnancy:0.072
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.072
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.068
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.068
Maternal Lab History: MONOCYTE-otherPregnancy:-0.066
Maternal Diagnosis:9ccs5:HIV infectn:-0.065
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.064
Vital: Ht-gain0to3 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.472
Correlated most with:
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.108
Maternal Lab History: INR-otherPregnancy:-0.086
Diagnosis:9ccs10:Immuniz/scrn:0.076
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.074
Diagnosis:9ccs92:Otitis media:0.074
Maternal Diagnosis:9ccs7:Viral infect:-0.071
Maternal Lab History: WBC-postPregnancy:0.069
Maternal Lab History: 3 HOUR-postPregnancy:-0.068
Maternal Lab History: URINE SUGAR-postPregnancy:0.068
Vital: HC-gain13to19 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccs128:Asthma:0.079
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.075
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.074
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.074
Newborn Diagnosis:9ccs223:Birth trauma:0.070
Maternal Diagnosis:9ccs46:Bnign ut neo:0.070
Maternal Diagnosis:9ccs172:Ovarian cyst:0.068
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.067
Maternal Lab History: URINE CULTURE-postPregnancy:-0.067
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.061
Vital: HC-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.553
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.252
Diagnosis:9ccs10:Immuniz/scrn:0.246
Diagnosis:9ccs92:Otitis media:0.214
Diagnosis:9ccs257:Ot aftercare:0.211
Number of Visits:0.162
Diagnosis:9ccs7:Viral infect:0.160
Diagnosis:9ccs125:Bronchitis:0.152
Diagnosis:9ccs135:Intest infct:0.150
Diagnosis:9ccs90:Eye infectn:0.137
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.111
Vital: Ht Percentile-gain7to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.529
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect:-0.085
Maternal Lab History: GFR in African American-postPregnancy:0.081
Maternal Lab History: GFR Calculation-postPregnancy:0.081
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.080
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.076
Maternal Lab History: MONOCYTE-postPregnancy:-0.076
Maternal Diagnosis:9ccs59:Anemia:0.074
Newborn Diagnosis:9ccs94:Other ear dx:-0.072
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.070
Diagnosis:9ccs217:Ot cong anom:-0.070
Vital: HR-avg16to19 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: LDH-otherPregnancy:-0.088
Maternal Lab History: HCG-postPregnancy:-0.087
Diagnosis:9ccs240:Burns:0.086
Maternal Diagnosis:9ccs184:Early labor:0.085
Maternal Procedure History:90658-postPregnancy:-0.082
Diagnosis:9ccs217:Ot cong anom:0.077
Maternal Lab History: PLATELET COUNT-postPregnancy:0.075
Maternal Diagnosis:9ccs191:Amnios dx:0.073
Diagnosis:9ccs161:Ot dx kidney:0.073
Diagnosis:9ccs63:Wht blood dx:0.071
* Vital: Wt for Len Percentile-avg13to16 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.644
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Diagnosis:9ccs125:Bronchitis:0.082
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.072
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.071
Diagnosis:9ccs48:Thyroid dsor:-0.071
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.068
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.067
Maternal Lab History: MPV-postPregnancy:0.066
Maternal Lab History: INHMOM-otherPregnancy:-0.063
Vital: Ht-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.345
Diagnosis:9ccs126:Ot up rsp in:0.315
Number of Visits:0.273
Diagnosis:9ccs92:Otitis media:0.265
Diagnosis:9ccs7:Viral infect:0.206
Diagnosis:9ccs257:Ot aftercare:0.188
Diagnosis:9ccs135:Intest infct:0.156
Diagnosis:9ccs90:Eye infectn:0.148
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137
Vital: HC-avg3to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.474
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.147
Newborn Diagnosis:9ccs219:Low birth wt:-0.133
Diagnosis:9ccs219:Low birth wt:-0.093
Newborn Diagnosis:9ccs94:Other ear dx:0.092
Maternal Procedure History:81000-postPregnancy:-0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.073
Maternal Diagnosis:9ccs185:Long pregncy:0.072
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072
Newborn Diagnosis:9ccs256:Exam/eval:-0.069
* Vital: Wt Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.617
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106
Diagnosis:9ccs48:Thyroid dsor:-0.085
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.080
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.077
Maternal Procedure History:90746-postPregnancy:-0.073
Diagnosis:9ccs208:Acq foot def:0.072
Diagnosis:9ccs205:Back problem:-0.071
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.069
Maternal Diagnosis:9ccs182:Hemorr preg:-0.068
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.505
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.465
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.254
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239
Maternal Lab History: MCV-postPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 608 | OR_unadj: 0.791 [0.553 1.133] | indivs AUC:0.475
Correlated most with:
Maternal Lab History: MCV-postPregnancy:1.000
Maternal Lab History: MCH-postPregnancy:0.760
Maternal Lab History: RDW-postPregnancy:-0.547
Maternal Lab History: MCV-otherPregnancy:0.503
Maternal Lab History: RBC-postPregnancy:-0.421
Maternal Lab History: MCH-otherPregnancy:0.397
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.371
Maternal Lab History: HEMATOCRIT-postPregnancy:0.311
Maternal Lab History: RDW-otherPregnancy:-0.243
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.227
Vital: Wt Percentile-gain5to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 582 | OR_unadj: 1.002 [0.659 1.525] | indivs AUC:0.458
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:-0.080
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.080
Maternal Diagnosis:9ccs60:Acut p-h anm:0.080
Maternal Lab History: ALBUMIN-otherPregnancy:-0.077
Maternal Lab History: MONOS-otherPregnancy:-0.077
Maternal Diagnosis:9ccs149:Biliary dx:0.072
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.072
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.070
Maternal Lab History: ANION GAP-otherPregnancy:-0.070
* Vital: Wt for Len Percentile-gain3to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.612
Correlated most with:
Diagnosis:9ccs155:Other GI dx:-0.100
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.091
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.076
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.072
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.072
Maternal Lab History: ANION GAP-otherPregnancy:-0.071
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.068
Maternal Lab History: COLONY COUNT-otherPregnancy:0.066
Diagnosis:9ccs59:Anemia:0.062
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.060
Vital: Ht Percentile-gain1to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.511
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.101
Maternal Lab History: MPV-otherPregnancy:0.096
Maternal Procedure History:99211-otherPregnancy:0.092
Maternal Procedure History:96372-otherPregnancy:-0.088
Maternal Lab History: FASTING-postPregnancy:-0.076
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.073
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.072
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070
Diagnosis:9ccs242:Poisn ot med:0.066
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.065
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1060 | OR_unadj: 0.950 [0.691 1.307] | indivs AUC:0.483
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.915
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.719
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.714
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.711
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.710
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.708
Vital: Wt Percentile-gain1to5 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.115
Maternal Lab History: URIC ACID-otherPregnancy:0.096
Maternal Lab History: 3 HOUR-postPregnancy:-0.086
Maternal Lab History: MPV-otherPregnancy:0.080
Maternal Lab History: NEUTROPHIL-postPregnancy:0.070
Maternal Diagnosis:9ccs7:Viral infect:0.070
Maternal Lab History: 1 HOUR-otherPregnancy:0.069
Newborn Diagnosis:9ccs222:Perint jaund:0.067
Maternal Diagnosis:9ccs91:Other eye dx:0.067
Diagnosis:9ccs91:Other eye dx:0.063
Vital: HR-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.538
Correlated most with:
Maternal Diagnosis:9ccs187:Malposition:0.100
Diagnosis:9ccs10:Immuniz/scrn:0.089
Diagnosis:9ccs217:Ot cong anom:0.086
Maternal Procedure History:90658-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.082
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.077
Maternal Lab History: PROLACTIN-postPregnancy:0.071
Maternal Lab History: GAMMA GT-otherPregnancy:-0.068
Diagnosis:9ccs257:Ot aftercare:0.064
Diagnosis:9ccs7:Viral infect:0.063
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.002 95% CI: [0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 1059 | OR_unadj: 1.001 [0.752 1.332] | indivs AUC:0.488
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.720
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.710
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.689
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.687
Vital: Ht Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.479
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110
Newborn Diagnosis:9ccs219:Low birth wt:-0.108
Maternal Diagnosis:9ccs259:Unclassified:-0.099
Maternal Diagnosis:9ccs184:Early labor:-0.094
Maternal Procedure History:86580-postPregnancy:-0.089
Newborn Diagnosis:9ccs200:Oth skin dx:-0.081
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.080
Maternal Lab History: HCG-otherPregnancy:-0.079
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.073
Maternal Lab History: HERPES II IgG-otherPregnancy:0.072
* Vital: Wt for Len Percentile-avg19to24 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.719
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.081
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
Vital: Ht-avg19to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.529
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.101
Diagnosis:9ccs128:Asthma:0.088
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.084
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Diagnosis:9ccs200:Oth skin dx:0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.082
Maternal Lab History: 1 HOUR-postPregnancy:0.080
Diagnosis:9ccs64:Ot hematl dx:0.074
Maternal Diagnosis:9ccs168:PID:-0.069
Number of Visits:0.068
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.471
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.998
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.731
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.719
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.718
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.710
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.708
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.653
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.652
Maternal Lab History: AST-postPregnancy | coef 0.002 95% CI: [-0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 269 | OR_unadj: 0.811 [0.398 1.653] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: AST-postPregnancy:1.000
Maternal Lab History: ALT-postPregnancy:0.637
Maternal Lab History: Alk Phos-postPregnancy:0.368
Maternal Lab History: LDH-postPregnancy:0.300
Maternal Lab History: GAMMA GT-postPregnancy:0.292
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.235
Maternal Lab History: PO2-postPregnancy:0.199
Maternal Lab History: O2 SATURATION-postPregnancy:0.198
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.196
Maternal Lab History: BICARBONATE-postPregnancy:-0.196
Vital: Ht-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.438
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.219
Maternal Diagnosis:9ccs184:Early labor:-0.170
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.118
Newborn Diagnosis:9ccs221:Resp distres:-0.116
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Newborn Diagnosis:9ccs222:Perint jaund:-0.087
Maternal Diagnosis:9ccs259:Unclassified:-0.085
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085
Newborn Diagnosis:9ccs200:Oth skin dx:-0.084
Diagnosis:9ccs219:Low birth wt:-0.083
* Vital: Wt-gain0to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.720
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.100
Maternal Lab History: 1 HOUR-otherPregnancy:0.093
Maternal Lab History: 2 HOUR-postPregnancy:0.091
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.076
Maternal Lab History: 2 HOUR-otherPregnancy:0.072
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.068
* Vital: Wt for Len Percentile-avg16to19 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.635
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs163:Other GU dx:-0.084
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.081
Maternal Procedure History:J1055-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.073
Diagnosis:9ccs234:Crush injury:0.072
Maternal Lab History: PH-otherPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs92:Otitis media:0.068
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1058 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.471
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.998
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.730
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.718
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.714
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.704
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.650
Vital: Ht Percentile-gain0to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.436
Correlated most with:
Maternal Lab History: NEUTROPHIL-postPregnancy:0.146
Maternal Lab History: 3 HOUR-postPregnancy:-0.129
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.108
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.086
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.075
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.074
Maternal Lab History: INR-postPregnancy:-0.074
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.072
Maternal Lab History: 1 HOUR-postPregnancy:-0.071
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.070
* Diagnosis:9ccs222:Perint jaund | coef 0.002 95% CI: [-0.001 , 0.006] | OR_adj 1.002 [0.999 1.006] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.151
Newborn Diagnosis:9ccs222:Perint jaund:0.115
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Diagnosis:9ccs155:Other GI dx:0.090
Diagnosis:9ccs257:Ot aftercare:0.087
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.082
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.078
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077
Vital: Ht Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.525
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.104
Maternal Lab History: MONOCYTE-postPregnancy:0.099
Maternal Diagnosis:9ccs5:HIV infectn:-0.096
Maternal Diagnosis:9ccs184:Early labor:-0.091
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086
Maternal Lab History: WEIGHT-postPregnancy:0.085
Maternal Lab History: 1 HOUR-postPregnancy:0.079
Maternal Lab History: GFR Calculation-postPregnancy:-0.075
Vital: HR-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:0.089
Maternal Diagnosis:9ccs182:Hemorr preg:0.084
Diagnosis:9ccs259:Unclassified:0.080
Diagnosis:9ccs214:GI cong anom:-0.079
Diagnosis:9ccs167:Breast dx:0.072
Newborn Diagnosis:9ccs256:Exam/eval:0.072
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.072
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.070
Maternal Lab History: CHLORIDE-postPregnancy:0.069
Diagnosis:9ccs244:Other injury:0.063
Vital: Ht Percentile-avg16to19 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.559
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:0.081
Maternal Lab History: PH-postPregnancy:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.073
Diagnosis:9ccs128:Asthma:0.071
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.068
Maternal Lab History: HCG-otherPregnancy:-0.068
Maternal Lab History: UREA NITROGEN-postPregnancy:0.067
Vital: Wt Change-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 420 | OR_unadj: 0.968 [0.619 1.514] | indivs AUC:0.460
Correlated most with:
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.099
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.095
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.083
Maternal Procedure History:90772-postPregnancy:0.071
Maternal Procedure History:90471-otherPregnancy:0.069
Diagnosis:9ccs124:Tonsillitis:-0.068
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.067
Maternal Procedure History:86580-postPregnancy:-0.066
Diagnosis:9ccs47:Ot bnign neo:0.065
Maternal Lab History: APF MoM-otherPregnancy:-0.065
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.504
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.381
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.340
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340
* Vital: HC-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.130
Newborn Diagnosis:9ccs219:Low birth wt:-0.118
Newborn Diagnosis:9ccs221:Resp distres:-0.085
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.082
Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.082
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.078
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.074
Maternal Diagnosis:9ccs106:Dysrhythmia:-0.073
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.072
Diagnosis:9ccs219:Low birth wt:-0.070
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.560
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.991
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.521
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.520
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.495
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.493
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.475
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.474
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.397
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.397
* Vital: Wt for Length ZScore-avg5to7 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.628
Correlated most with:
Diagnosis:9ccs238:Complic proc:-0.091
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.086
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.077
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.075
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.073
Maternal Lab History: ANION GAP-otherPregnancy:-0.065
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.061
Maternal Lab History: LDL-postPregnancy:0.061
Maternal Diagnosis:9ccs185:Long pregncy:0.061
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.060
* Vital: Ht Percentile-avg19to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.547
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Lab History: RBC-otherPregnancy:0.088
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.084
Maternal Lab History: 1 HOUR-postPregnancy:0.079
Maternal Procedure History:96372-otherPregnancy:-0.079
Diagnosis:9ccs128:Asthma:0.079
Diagnosis:9ccs89:Blindness:0.079
Maternal Diagnosis:9ccs184:Early labor:-0.075
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.495
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.731
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.655
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.652
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.635
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.634
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.608
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.605
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.546
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.930
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.928
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.769
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.768
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.706
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.705
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.665
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.663
Maternal Lab History: Alk Phos-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 320 | OR_unadj: 1.288 [0.758 2.187] | indivs AUC:0.530
Correlated most with:
Maternal Lab History: Alk Phos-postPregnancy:1.000
Maternal Lab History: LDH-postPregnancy:0.396
Maternal Lab History: ALBUMIN-postPregnancy:-0.386
Maternal Lab History: ALT-postPregnancy:0.374
Maternal Lab History: AST-postPregnancy:0.368
Maternal Lab History: CALCIUM-postPregnancy:-0.300
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.296
Maternal Lab History: MAGNESIUM-postPregnancy:0.237
Maternal Lab History: INR-postPregnancy:-0.209
Maternal Lab History: Alk Phos-otherPregnancy:0.206
Vital: HR-avg19to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.460
Correlated most with:
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.078
Maternal Lab History: PLATELET COUNT-postPregnancy:0.073
Diagnosis:9ccs213:Cardiac anom:-0.072
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.068
Maternal Procedure History:90658-postPregnancy:-0.064
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.064
Maternal Lab History: INHMOM-postPregnancy:-0.063
Maternal Lab History: COLONY COUNT-postPregnancy:0.063
Diagnosis:9ccs10:Immuniz/scrn:0.060
Diagnosis:10ccs58:Ot nutrit dx:-0.060
Vital: Wt Percentile-gain3to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 491 | OR_unadj: 0.943 [0.621 1.433] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.136
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.109
Maternal Lab History: 1 HOUR-postPregnancy:0.090
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.090
Maternal Procedure History:96372-otherPregnancy:-0.088
Maternal Lab History: INHMOM-otherPregnancy:0.086
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.082
Diagnosis:9ccs92:Otitis media:0.077
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.075
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.073
Vital: HR-avg3to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.543
Correlated most with:
Maternal Procedure History:90658-postPregnancy:-0.121
Maternal Lab History: 3 HOUR-postPregnancy:0.113
Maternal Diagnosis:9ccs98:HTN:0.111
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.102
Newborn Diagnosis:9ccs256:Exam/eval:0.091
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.082
Diagnosis:9ccs167:Breast dx:0.081
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.079
Maternal Diagnosis:9ccs182:Hemorr preg:0.078
Maternal Procedure History:90649-postPregnancy:-0.076
Maternal Lab History: HEMOGLOBIN-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 608 | OR_unadj: 1.051 [0.749 1.475] | indivs AUC:0.534
Correlated most with:
Maternal Lab History: HEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: HEMATOCRIT-postPregnancy:0.934
Maternal Lab History: RBC-postPregnancy:0.623
Maternal Lab History: RDW-postPregnancy:-0.413
Maternal Lab History: MCH-postPregnancy:0.380
Maternal Lab History: MCV-postPregnancy:0.371
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.354
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.323
Maternal Lab History: ALBUMIN-postPregnancy:0.280
Maternal Lab History: MCH-otherPregnancy:0.256
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.481
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.695
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.695
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.654
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.635
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.350
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.546
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.930
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.928
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.769
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.767
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.706
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.704
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.664
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.663
Vital: Wt Percentile-avg1to3 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 358 | OR_unadj: 1.211 [0.811 1.809] | indivs AUC:0.527
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.141
Diagnosis:9ccs117:Ot circul dx:-0.117
Maternal Lab History: INHMOM-postPregnancy:0.114
Newborn Diagnosis:9ccs219:Low birth wt:-0.111
Maternal Procedure History:86580-postPregnancy:-0.110
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.110
Maternal Diagnosis:9ccs184:Early labor:-0.110
Maternal Lab History: INHMOM-otherPregnancy:-0.107
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.097
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.088
Vital: Ht-gain0to24 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.551
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.104
Diagnosis:9ccs200:Oth skin dx:0.088
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.087
Newborn Diagnosis:9ccs219:Low birth wt:-0.087
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.083
Maternal Lab History: 1 HOUR-postPregnancy:0.081
Diagnosis:9ccs64:Ot hematl dx:0.075
Diagnosis:9ccs259:Unclassified:0.072
Maternal Diagnosis:9ccs184:Early labor:-0.070
Maternal Lab History: HEMATOCRIT-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 608 | OR_unadj: 1.049 [0.749 1.468] | indivs AUC:0.531
Correlated most with:
Maternal Lab History: HEMATOCRIT-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.934
Maternal Lab History: RBC-postPregnancy:0.728
Maternal Lab History: ALBUMIN-postPregnancy:0.316
Maternal Lab History: MCV-postPregnancy:0.311
Maternal Lab History: BASOPHIL-postPregnancy:0.308
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.307
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.300
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.300
Maternal Lab History: RDW-postPregnancy:-0.287
* Vital: Ht Percentile-gain0to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.569
Correlated most with:
Maternal Lab History: RBC-otherPregnancy:0.086
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086
Newborn Diagnosis:9ccs219:Low birth wt:-0.083
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.083
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Maternal Procedure History:96372-otherPregnancy:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.080
Diagnosis:9ccs89:Blindness:0.078
Diagnosis:9ccs128:Asthma:0.077
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.072
Maternal Lab History: RUBELLA-postPregnancy | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 167 | OR_unadj: 0.605 [0.258 1.421] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: RUBELLA-postPregnancy:1.000
Maternal Lab History: RUBELLA-otherPregnancy:0.307
Maternal Lab History: Varicella IgG-postPregnancy:-0.216
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.208
Maternal Procedure History:86580-postPregnancy:0.183
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.156
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.155
Newborn Diagnosis:9ccs221:Resp distres:0.142
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.140
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.135
Vital: Ht-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 544 | OR_unadj: 0.933 [0.645 1.348] | indivs AUC:0.474
Correlated most with:
Maternal Lab History: AST (SGOT)-postPregnancy:-0.173
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.163
Maternal Lab History: WEIGHT-postPregnancy:0.158
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.158
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.143
Maternal Lab History: 3 HOUR-otherPregnancy:-0.142
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.139
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.139
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.138
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.130
Vital: Ht Percentile-avg0to1 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.468
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.102
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.091
Maternal Diagnosis:9ccs184:Early labor:-0.090
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.086
Diagnosis:9ccs211:Ot conn tiss:0.085
Newborn Diagnosis:9ccs200:Oth skin dx:-0.084
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.084
Maternal Lab History: FASTING-postPregnancy:0.079
Maternal Lab History: 2 HOUR-postPregnancy:0.078
Maternal Lab History: 1/2 HOUR-postPregnancy:0.077
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.473
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153
* Vital: Wt for Len Percentile-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.748
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.094
Diagnosis:9ccs48:Thyroid dsor:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs259:Unclassified:-0.073
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Maternal Lab History: 1 HOUR-otherPregnancy:0.067
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.065
Vital: HR-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.139
Maternal Procedure History:90658-postPregnancy:-0.085
Maternal Lab History: 3 HOUR-postPregnancy:0.085
Newborn Diagnosis:9ccs94:Other ear dx:-0.077
Newborn Diagnosis:9ccs221:Resp distres:0.075
Diagnosis:9ccs125:Bronchitis:0.073
Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.071
Maternal Lab History: 1 HOUR-postPregnancy:-0.070
Diagnosis:9ccs244:Other injury:0.068
Diagnosis:9ccs135:Intest infct:0.068
Vital: Ht Percentile-gain3to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.486
Correlated most with:
Maternal Procedure History:90472-postPregnancy:-0.099
Diagnosis:9ccs92:Otitis media:0.085
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.082
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.071
Maternal Lab History: ALT-otherPregnancy:0.070
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.070
Diagnosis:9ccs136:Teeth dx:0.069
Maternal Lab History: FASTING-postPregnancy:0.069
Maternal Lab History: A/G-postPregnancy:-0.068
Diagnosis:9ccs74:Ot mentl cnd:0.066
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.481
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.696
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.694
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.655
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.634
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.351
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1056 | OR_unadj: 0.986 [0.740 1.313] | indivs AUC:0.488
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.720
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.709
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.688
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.686
* Vital: Wt Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 548 | OR_unadj: 1.684 [1.224 2.316] | indivs AUC:0.514
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.109
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.099
Maternal Lab History: IRON-postPregnancy:-0.090
Maternal Lab History: INHMOM-postPregnancy:0.084
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Procedure History:86580-postPregnancy:-0.081
Maternal Lab History: 1 HOUR-otherPregnancy:0.080
Newborn Diagnosis:9ccs200:Oth skin dx:-0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.077
* Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.613
Correlated most with:
Maternal Lab History: ANION GAP-otherPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.066
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.060
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.060
Diagnosis:9ccs222:Perint jaund:-0.059
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.057
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.055
Diagnosis:9ccs217:Ot cong anom:-0.055
Maternal Procedure History:90472-postPregnancy:0.054
Maternal Procedure History:J1055-postPregnancy:-0.054
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.473
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151
* Vital: HC-avg19to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.119
Diagnosis:9ccs83:Epilepsy/cnv:-0.101
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.078
Diagnosis:9ccs90:Eye infectn:0.070
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.066
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.065
Diagnosis:9ccs94:Other ear dx:-0.063
Diagnosis:9ccs247:Lymph enlarg:0.062
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.059
Maternal Lab History: eGFR-postPregnancy:0.056
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.476
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.997
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.947
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.769
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.768
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.759
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.757
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.713
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.711
Vital: Wt Percentile-gain0to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 372 | OR_unadj: 0.999 [0.638 1.563] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.088
Maternal Lab History: PAPP-A-otherPregnancy:-0.081
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.080
Maternal Lab History: BASOPHIL-postPregnancy:0.080
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.076
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.075
Diagnosis:9ccs127:COPD:0.074
Maternal Lab History: HERPES II IgG-otherPregnancy:0.072
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.071
Maternal Lab History: HEMOGLOBIN-otherPregnancy | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 281 | OR_unadj: 1.130 [0.720 1.775] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: HEMOGLOBIN-otherPregnancy:1.000
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.928
Maternal Lab History: MCH-otherPregnancy:0.550
Maternal Lab History: RBC-otherPregnancy:0.530
Maternal Lab History: RDW-otherPregnancy:-0.458
Maternal Lab History: MCV-otherPregnancy:0.425
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.354
Maternal Lab History: CALCIUM-otherPregnancy:0.322
Maternal Lab History: HEMATOCRIT-postPregnancy:0.300
Maternal Lab History: ALBUMIN-otherPregnancy:0.267
* Vital: Wt Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 408 | OR_unadj: 1.512 [1.054 2.171] | indivs AUC:0.531
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.135
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125
Maternal Lab History: INHMOM-postPregnancy:0.124
Maternal Lab History: INHMOM-otherPregnancy:-0.107
Maternal Diagnosis:9ccs128:Asthma:-0.099
Diagnosis:9ccs117:Ot circul dx:-0.095
Newborn Diagnosis:9ccs200:Oth skin dx:-0.094
Newborn Diagnosis:9ccs219:Low birth wt:-0.089
Maternal Lab History: APF MoM-otherPregnancy:-0.088
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.088
Maternal Lab History: MPV-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 546 | OR_unadj: 1.135 [0.779 1.654] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: MPV-postPregnancy:1.000
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.425
Maternal Lab History: MPV-otherPregnancy:0.421
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.282
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.133
Maternal Lab History: Alk Phos-otherPregnancy:0.122
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.122
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.119
Maternal Lab History: POTASSIUM-postPregnancy:-0.113
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.113
Maternal Lab History: WBC-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 605 | OR_unadj: 0.803 [0.545 1.183] | indivs AUC:0.464
Correlated most with:
Maternal Lab History: WBC-postPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.757
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.564
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.525
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.474
Maternal Lab History: WBC-otherPregnancy:0.291
Maternal Lab History: BASOPHIL-postPregnancy:-0.252
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.236
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.201
Maternal Lab History: ABS LYMPH-postPregnancy:0.197
* Vital: Wt Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 447 | OR_unadj: 1.467 [1.036 2.078] | indivs AUC:0.542
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.107
Maternal Procedure History:86580-postPregnancy:-0.103
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Diagnosis:9ccs208:Acq foot def:0.086
Maternal Procedure History:97014-postPregnancy:0.080
Diagnosis:9ccs217:Ot cong anom:-0.077
Newborn Diagnosis:9ccs200:Oth skin dx:-0.075
Maternal Diagnosis:9ccs184:Early labor:-0.075
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.074
Maternal Lab History: Varicella IgG-postPregnancy:0.073
Maternal Lab History: MONOCYTES-5P-postPregnancy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 490 | OR_unadj: 0.750 [0.489 1.148] | indivs AUC:0.531
Correlated most with:
Maternal Lab History: MONOCYTES-5P-postPregnancy:1.000
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.521
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.258
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.239
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.193
Maternal Lab History: MONOS-postPregnancy:0.186
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.157
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.136
Maternal Lab History: BUN-postPregnancy:0.128
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.125
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.476
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.997
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.947
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.944
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.769
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.767
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.760
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.757
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.714
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.711
* Vital: Wt for Len Percentile-gain0to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.710
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.085
Diagnosis:9ccs259:Unclassified:-0.084
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.067
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.065
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.065
Vital: Ht Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.425
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:-0.100
Newborn Diagnosis:9ccs219:Low birth wt:-0.097
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.096
Maternal Diagnosis:9ccs184:Early labor:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.076
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.074
Maternal Diagnosis:9ccs61:Sickle cell:-0.071
Maternal Procedure History:86580-postPregnancy:-0.070
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.070
Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1060 | OR_unadj: 1.130 [0.854 1.496] | indivs AUC:0.505
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.779
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.776
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.760
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.757
Vital: Wt Percentile-avg0to1 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 305 | OR_unadj: 0.948 [0.596 1.507] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.119
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.111
Maternal Diagnosis:9ccs184:Early labor:-0.109
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.105
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.099
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.097
Newborn Diagnosis:9ccs219:Low birth wt:-0.097
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.096
Maternal Lab History: ABS NEUTROPHILS-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 486 | OR_unadj: 0.778 [0.504 1.201] | indivs AUC:0.455
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.766
Maternal Lab History: WBC-postPregnancy:0.757
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.667
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.611
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.325
Maternal Lab History: BASOPHIL-postPregnancy:-0.283
Maternal Lab History: WBC-otherPregnancy:0.257
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.241
Maternal Lab History: RBC-postPregnancy:-0.223
Vital: Ht Percentile-avg13to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.472
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.099
Diagnosis:10ccs58:Ot nutrit dx:0.089
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.087
Lab:323825 STREP SCREEN THROAT - Sunrise:0.084
Newborn Diagnosis:9ccs219:Low birth wt:-0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.081
Maternal Lab History: 1/2 HOUR-postPregnancy:0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.072
Newborn Diagnosis:9ccs221:Resp distres:-0.071
Maternal Diagnosis:9ccs184:Early labor:-0.067
Vital: Ht Percentile-avg1to3 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.501
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.107
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.103
Maternal Diagnosis:9ccs184:Early labor:-0.102
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.089
Maternal Lab History: 1 HOUR-otherPregnancy:0.079
Newborn Diagnosis:9ccs200:Oth skin dx:-0.076
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.074
Diagnosis:9ccs208:Acq foot def:0.072
Maternal Procedure History:90746-postPregnancy:-0.071
Maternal Diagnosis:9ccs185:Long pregncy:0.070
Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1059 | OR_unadj: 1.050 [0.773 1.426] | indivs AUC:0.515
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.947
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.930
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.928
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.779
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.776
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.722
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.722
Maternal Lab History: POTASSIUM-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 222 | OR_unadj: 0.922 [0.493 1.724] | indivs AUC:0.474
Correlated most with:
Maternal Lab History: POTASSIUM-otherPregnancy:1.000
Maternal Lab History: POTASSIUM-postPregnancy:0.306
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.250
Maternal Lab History: CALCIUM-otherPregnancy:0.228
Maternal Lab History: ALBUMIN-otherPregnancy:0.213
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.201
Maternal Lab History: MPV-otherPregnancy:-0.190
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.157
Maternal Lab History: PLATELET COUNT-postPregnancy:0.156
Maternal Lab History: ABS LYMPH-otherPregnancy:0.151
Maternal Lab History: BASOPHIL-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 519 | OR_unadj: 1.081 [0.729 1.602] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: BASOPHIL-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.427
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.344
Maternal Lab History: HEMATOCRIT-postPregnancy:0.308
Maternal Lab History: EOSINOPHIL-postPregnancy:0.290
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.283
Maternal Lab History: RBC-postPregnancy:0.278
Maternal Lab History: WBC-postPregnancy:-0.252
Maternal Lab History: POLYS-postPregnancy:-0.244
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.203
Maternal Lab History: ALT-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 318 | OR_unadj: 0.693 [0.342 1.405] | indivs AUC:0.473
Correlated most with:
Maternal Lab History: ALT-postPregnancy:1.000
Maternal Lab History: AST-postPregnancy:0.637
Maternal Lab History: Alk Phos-postPregnancy:0.374
Maternal Procedure History:90663-postPregnancy:0.348
Maternal Procedure History:90470-postPregnancy:0.346
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.345
Maternal Lab History: LIPASE-postPregnancy:-0.339
Maternal Lab History: GAMMA GT-postPregnancy:0.260
Maternal Lab History: AST (SGOT)-postPregnancy:0.245
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.241
* Vital: Wt for Len Percentile-avg7to10 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.610
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.074
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073
Maternal Procedure History:J1055-postPregnancy:-0.072
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.071
Diagnosis:9ccs125:Bronchitis:0.070
Maternal Diagnosis:9ccs163:Other GU dx:-0.067
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.065
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.065
Maternal Lab History: 1 HOUR-otherPregnancy:0.065
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.491
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.914
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.719
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.713
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.711
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.709
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.708
Diagnosis:9ccs250:Nausea/vomit | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs155:Other GI dx:0.124
Number of Visits:0.122
Diagnosis:9ccs141:Ot dx stomch:0.120
Diagnosis:9ccs200:Oth skin dx:0.100
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.096
Diagnosis:9ccs135:Intest infct:0.090
Diagnosis:9ccs138:Esophgeal dx:0.090
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.088
Diagnosis:9ccs90:Eye infectn:0.087
* Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.458
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.207
Diagnosis:9ccs257:Ot aftercare:0.194
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs253:Allergy:0.179
Number of Visits:0.166
Diagnosis:9ccs135:Intest infct:0.147
Diagnosis:9ccs90:Eye infectn:0.143
Vital: Wt for Len Percentile-gain1to5 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 223 | OR_unadj: 1.424 [0.856 2.368] | indivs AUC:0.521
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.113
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.102
Newborn Diagnosis:9ccs221:Resp distres:-0.094
Newborn Diagnosis:9ccs253:Allergy:-0.084
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.080
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.074
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.070
Maternal Lab History: TP PERIOD-postPregnancy:0.070
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.069
Vital: HC Percentile-gain0to3 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: PT-postPregnancy:0.129
Maternal Lab History: AMYLASE-postPregnancy:-0.120
Newborn Diagnosis:9ccs0:No DX:0.119
Newborn Diagnosis:9ccs95:Oth nerv dx:0.116
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.111
Maternal Lab History: INR-postPregnancy:0.104
Diagnosis:9ccs238:Complic proc:0.102
Diagnosis:9ccs216:Nerv cong an:0.092
Diagnosis:9ccs250:Nausea/vomit:0.085
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.080
* Vital: Wt Percentile-avg13to16 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 679 | OR_unadj: 1.935 [1.451 2.581] | indivs AUC:0.599
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.105
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101
Maternal Lab History: INHMOM-otherPregnancy:-0.085
Maternal Lab History: 1 HOUR-otherPregnancy:0.080
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079
Maternal Lab History: 2 HOUR-otherPregnancy:0.077
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.077
Maternal Procedure History:90746-postPregnancy:-0.075
Maternal Diagnosis:9ccs182:Hemorr preg:-0.075
Maternal Lab History: APF MoM-otherPregnancy:-0.074
Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1056 | OR_unadj: 1.054 [0.776 1.431] | indivs AUC:0.515
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.947
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.944
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.930
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.928
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.778
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.776
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.721
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.721
Vital: Wt Change-avg1to3 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 329 | OR_unadj: 1.015 [0.648 1.588] | indivs AUC:0.541
Correlated most with:
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.141
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.118
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.109
Maternal Lab History: INHMOM-postPregnancy:0.103
Maternal Lab History: 1 HOUR-postPregnancy:-0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.091
Lab:295669 BILIRUBIN DIRECT - LMC:0.088
Maternal Procedure History:90656-postPregnancy:0.084
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.083
Maternal Lab History: POLYS-postPregnancy:-0.079
Vital: HR-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.528
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.132
Maternal Lab History: GFR in African American-otherPregnancy:-0.126
Maternal Lab History: GFR Calculation-otherPregnancy:-0.126
Maternal Lab History: PT-postPregnancy:-0.112
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.111
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.105
Newborn Diagnosis:9ccs253:Allergy:0.094
Maternal Diagnosis:9ccs238:Complic proc:-0.088
Maternal Lab History: INR-postPregnancy:-0.087
Maternal Lab History: CREATININE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 330 | OR_unadj: nan [ nan nan] | indivs AUC:0.473
Correlated most with:
Maternal Lab History: CREATININE-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.529
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.467
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.448
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:-0.416
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.359
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.356
Maternal Lab History: NO. OF FETUSES-postPregnancy:0.342
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.334
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.317
* Vital: HC-gain0to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.547
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.120
Diagnosis:9ccs83:Epilepsy/cnv:-0.102
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.079
Diagnosis:9ccs90:Eye infectn:0.069
Diagnosis:9ccs94:Other ear dx:-0.066
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.065
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.065
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.060
Diagnosis:9ccs247:Lymph enlarg:0.058
Maternal Lab History: PH-otherPregnancy:-0.057
Vital: Wt Change-avg0to1 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.449
Correlated most with:
Maternal Lab History: FASTING-postPregnancy:-0.109
Lab:323825 STREP SCREEN THROAT - Sunrise:0.107
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.096
Maternal Lab History: FASTING-otherPregnancy:-0.095
Maternal Procedure History:96372-otherPregnancy:-0.091
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.087
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.087
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.086
Diagnosis:9ccs151:Oth liver dx:-0.084
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.076
* Vital: Wt Percentile-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 921 | OR_unadj: 2.119 [1.615 2.779] | indivs AUC:0.632
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106
Diagnosis:9ccs48:Thyroid dsor:-0.101
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.092
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.074
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.071
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.071
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.070
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.067
Maternal Diagnosis:9ccs182:Hemorr preg:-0.067
Vital: Temp-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 268 | OR_unadj: 1.249 [0.793 1.967] | indivs AUC:0.533
Correlated most with:
Maternal Lab History: A/G-postPregnancy:-0.170
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.169
Maternal Procedure History:36415-otherPregnancy:-0.153
Maternal Lab History: GLOBULIN-postPregnancy:0.145
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:-0.124
Maternal Procedure History:99000-postPregnancy:-0.121
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:-0.121
Maternal Lab History: SODIUM-otherPregnancy:0.120
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.115
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.114
* Vital: Wt Percentile-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 906 | OR_unadj: 1.985 [1.512 2.606] | indivs AUC:0.638
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.101
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.099
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.075
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.073
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.071
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.069
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.067
Maternal Diagnosis:9ccs182:Hemorr preg:-0.067
* Vital: Wt-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 316 | OR_unadj: 1.666 [1.070 2.593] | indivs AUC:0.547
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.300
Maternal Lab History: WEIGHT-otherPregnancy:0.290
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.256
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.240
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.221
Maternal Lab History: MCV-otherPregnancy:-0.201
Maternal Lab History: WEIGHT-postPregnancy:0.201
Maternal Procedure History:81000-otherPregnancy:0.180
Maternal Lab History: MCH-otherPregnancy:-0.179
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.176
* Maternal Diagnosis:9ccs186:DM in preg | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 164 | OR_unadj: 2.045 [1.396 2.995] | indivs AUC:0.546
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg:1.000
Maternal Diagnosis:9ccs49:DiabMel no c:0.409
Newborn Diagnosis:9ccs259:Unclassified:0.292
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.243
MatDeliveryAge:0.211
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.169
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.166
Maternal Diagnosis:9ccs176:Contraceptiv:0.135
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.126
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.123
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1057 | OR_unadj: 1.134 [0.857 1.501] | indivs AUC:0.505
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.914
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.778
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.776
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.759
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.757
Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Number of Visits:0.306
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs10:Immuniz/scrn:0.207
Diagnosis:9ccs90:Eye infectn:0.205
Diagnosis:9ccs255:Social admin:0.187
Diagnosis:9ccs133:Oth low resp:0.182
Diagnosis:9ccs92:Otitis media:0.174
Diagnosis:9ccs257:Ot aftercare:0.169
Diagnosis:9ccs125:Bronchitis:0.159
Maternal Lab History: POTASSIUM-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.002] | occ: 332 | OR_unadj: 1.049 [0.658 1.672] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: POTASSIUM-postPregnancy:1.000
Maternal Lab History: POTASSIUM-otherPregnancy:0.306
Maternal Lab History: CALCIUM-postPregnancy:0.242
Maternal Lab History: ALBUMIN-postPregnancy:0.190
Maternal Lab History: SODIUM-postPregnancy:0.175
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.166
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:-0.145
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.133
Maternal Lab History: URINE KETONES-postPregnancy:-0.131
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.127
Vital: BP-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 314 | OR_unadj: 1.341 [0.868 2.070] | indivs AUC:0.527
Correlated most with:
Maternal Lab History: RBC-otherPregnancy:0.293
Maternal Lab History: MCH-otherPregnancy:-0.209
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.173
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.168
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.167
Maternal Lab History: MCV-otherPregnancy:-0.165
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.154
Maternal Lab History: hCG MoM-otherPregnancy:-0.152
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.151
Maternal Lab History: FASTING-otherPregnancy:0.146
Maternal Lab History: RBC-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 281 | OR_unadj: 1.324 [0.838 2.089] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: RBC-otherPregnancy:1.000
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.652
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.530
Maternal Lab History: MCV-otherPregnancy:-0.469
Maternal Lab History: MCH-otherPregnancy:-0.377
Maternal Lab History: ALBUMIN-otherPregnancy:0.333
Maternal Lab History: CALCIUM-otherPregnancy:0.293
Maternal Lab History: RBC-postPregnancy:0.292
Maternal Lab History: MCV-postPregnancy:-0.223
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.206
Maternal Lab History: HEMATOCRIT-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 281 | OR_unadj: 1.080 [0.683 1.709] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: HEMATOCRIT-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.928
Maternal Lab History: RBC-otherPregnancy:0.652
Maternal Lab History: MCV-otherPregnancy:0.361
Maternal Lab History: CALCIUM-otherPregnancy:0.335
Maternal Lab History: RDW-otherPregnancy:-0.333
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.323
Maternal Lab History: HEMATOCRIT-postPregnancy:0.307
Maternal Lab History: ALBUMIN-otherPregnancy:0.292
Maternal Lab History: MCH-otherPregnancy:0.281
Maternal Lab History: TOTAL PROTEIN-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 321 | OR_unadj: 0.918 [0.578 1.458] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: TOTAL PROTEIN-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.795
Maternal Lab History: CALCIUM-postPregnancy:0.538
Maternal Lab History: Alk Phos-postPregnancy:-0.296
Maternal Lab History: SODIUM-postPregnancy:0.287
Maternal Lab History: MAGNESIUM-postPregnancy:-0.254
Maternal Lab History: PTT-postPregnancy:0.241
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.233
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.230
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.228
Maternal Lab History: MONOCYTES-5P-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 236 | OR_unadj: 0.969 [0.551 1.705] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: MONOCYTES-5P-otherPregnancy:1.000
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.648
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.258
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.241
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.217
Maternal Lab History: PT-otherPregnancy:-0.147
Maternal Lab History: INR-otherPregnancy:-0.144
Maternal Lab History: AST (SGOT)-otherPregnancy:0.144
Maternal Lab History: RUBELLA-postPregnancy:-0.140
Maternal Procedure History:99401-otherPregnancy:0.137
* Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.527
Correlated most with:
Newborn Diagnosis:9ccs256:Exam/eval:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.306
Maternal Diagnosis:9ccs184:Early labor:0.225
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.206
Newborn Diagnosis:9ccs221:Resp distres:0.197
Newborn Diagnosis:9ccs222:Perint jaund:0.192
Diagnosis:9ccs219:Low birth wt:0.187
Maternal Diagnosis:9ccs191:Amnios dx:0.181
Maternal Diagnosis:9ccs195:Ot compl bir:0.154
Newborn Diagnosis:9ccs224:Ot perint dx:0.127
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 236 | OR_unadj: 1.016 [0.619 1.668] | indivs AUC:0.474
Correlated most with:
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.261
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.192
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.180
Maternal Lab History: WBC-otherPregnancy:-0.174
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.148
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.143
Maternal Lab History: NT MoM-otherPregnancy:-0.139
Maternal Lab History: TP PERIOD-postPregnancy:-0.139
Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.138
Maternal Lab History: URINE PH-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 282 | OR_unadj: 0.705 [0.447 1.113] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: URINE PH-postPregnancy:1.000
Maternal Lab History: URINE PH-otherPregnancy:0.210
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.141
Maternal Lab History: AMYLASE-postPregnancy:-0.124
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.122
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.115
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.113
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.113
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.111
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.110
Maternal Diagnosis:9ccs195:Ot compl bir | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 725 | OR_unadj: 1.290 [0.988 1.685] | indivs AUC:0.515
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir:1.000
Newborn Diagnosis:9ccs256:Exam/eval:0.154
MatDeliveryAge:0.128
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.120
Maternal Diagnosis:9ccs191:Amnios dx:0.105
Maternal Diagnosis:9ccs190:Fetal distrs:0.102
Newborn Diagnosis:9ccs224:Ot perint dx:0.101
Maternal Diagnosis:9ccs46:Bnign ut neo:0.080
Newborn Diagnosis:9ccs222:Perint jaund:0.071
Maternal Diagnosis:9ccs185:Long pregncy:0.069
Maternal Lab History: NEUTROPHILS-5P-postPregnancy | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 490 | OR_unadj: 0.715 [0.479 1.067] | indivs AUC:0.442
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.853
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.766
Maternal Lab History: ABS LYMPH-postPregnancy:-0.588
Maternal Lab History: WBC-postPregnancy:0.474
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.419
Maternal Lab History: BASOPHIL-postPregnancy:-0.344
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.297
Maternal Lab History: RBC-postPregnancy:-0.290
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.248
* Maternal Lab History: WEIGHT-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 122 | OR_unadj: 2.031 [1.064 3.878] | indivs AUC:0.533
Correlated most with:
Maternal Lab History: WEIGHT-postPregnancy:1.000
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.335
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.280
Maternal Lab History: 1 HOUR-postPregnancy:0.190
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.172
Maternal Lab History: hCG MoM-postPregnancy:-0.171
Maternal Lab History: WEIGHT-otherPregnancy:0.169
Maternal Procedure History:97014-postPregnancy:-0.156
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.143
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.142
Maternal Lab History: CARBON DIOXIDE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 334 | OR_unadj: 0.739 [0.424 1.289] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: CARBON DIOXIDE-postPregnancy:1.000
Maternal Lab History: PH-postPregnancy:0.319
Maternal Lab History: BICARBONATE-postPregnancy:0.272
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.269
Maternal Lab History: CALCIUM-postPregnancy:0.253
Maternal Lab History: FERRITIN-postPregnancy:0.223
Maternal Lab History: PO2-postPregnancy:-0.210
Maternal Lab History: UIBC-postPregnancy:-0.206
Maternal Lab History: HERPES II IgG-postPregnancy:0.191
Maternal Lab History: SODIUM-postPregnancy:0.184
Maternal Procedure History:36415-otherPregnancy | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 120 | OR_unadj: 0.781 [0.329 1.854] | indivs AUC:0.466
Correlated most with:
Maternal Procedure History:36415-otherPregnancy:1.000
Maternal Procedure History:36415-postPregnancy:0.214
Maternal Procedure History:S9470-postPregnancy:0.211
Maternal Lab History: INHIBIN A MOM-otherPregnancy:-0.205
Maternal Procedure History:81000-otherPregnancy:0.200
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.188
Maternal Lab History: Alk Phos-otherPregnancy:-0.168
Maternal Lab History: A/G-otherPregnancy:0.157
Maternal Procedure History:81025-otherPregnancy:0.156
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.155
Vital: Wt for Len Percentile-avg3to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.531
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.124
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.119
Maternal Procedure History:90663-postPregnancy:-0.092
Maternal Procedure History:90470-postPregnancy:-0.089
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.085
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.080
Maternal Lab History: TP PERIOD-postPregnancy:0.078
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.076
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.069
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.069
* Vital: BMI Percentile-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 288 | OR_unadj: 1.640 [1.099 2.447] | indivs AUC:0.534
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.113
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.101
Maternal Lab History: FERRITIN-postPregnancy:-0.078
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.078
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.073
Maternal Lab History: HERPES II IgG-postPregnancy:-0.072
Maternal Diagnosis:9ccs69:Affective dx:0.069
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.066
Diagnosis:9ccs215:gu cong anom:0.066
Maternal Lab History: FASTING-postPregnancy:0.066
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 282 | OR_unadj: 0.738 [0.443 1.231] | indivs AUC:0.482
Correlated most with:
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.261
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.226
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.205
Maternal Lab History: ABS MONOCYTES-postPregnancy:-0.202
Maternal Lab History: WBC-postPregnancy:-0.186
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.175
Maternal Lab History: URINE KETONES-postPregnancy:-0.132
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.129
Maternal Lab History: CALCIUM-postPregnancy:0.115
Maternal Lab History: MCH-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 281 | OR_unadj: 0.691 [0.420 1.135] | indivs AUC:0.459
Correlated most with:
Maternal Lab History: MCH-otherPregnancy:1.000
Maternal Lab History: MCV-otherPregnancy:0.792
Maternal Lab History: RDW-otherPregnancy:-0.618
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.550
Maternal Lab History: MCH-postPregnancy:0.430
Maternal Lab History: MCV-postPregnancy:0.397
Maternal Lab History: RBC-otherPregnancy:-0.377
Maternal Lab History: RDW-postPregnancy:-0.296
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.281
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.256
Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs136:Teeth dx:0.088
Diagnosis:9ccs137:Mouth dx:0.083
Diagnosis:9ccs239:Superfic inj:0.080
Diagnosis:9ccs2:Septicemia:0.079
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.079
Diagnosis:9ccs90:Eye infectn:0.077
Diagnosis:9ccs255:Social admin:0.075
Diagnosis:9ccs7:Viral infect:0.074
Vital: BMI-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 308 | OR_unadj: 1.059 [0.563 1.991] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.185
Maternal Lab History: RDW-otherPregnancy:0.183
Maternal Procedure History:86580-otherPregnancy:0.179
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.170
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.165
Maternal Lab History: BUN-otherPregnancy:-0.148
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.144
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.131
Maternal Lab History: PAPP-A-otherPregnancy:0.125
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.123
Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs128:Asthma:0.241
Diagnosis:9ccs92:Otitis media:0.228
Diagnosis:9ccs257:Ot aftercare:0.216
Number of Visits:0.180
Diagnosis:9ccs126:Ot up rsp in:0.165
Diagnosis:9ccs122:Pneumonia:0.164
Diagnosis:9ccs7:Viral infect:0.159
Diagnosis:9ccs133:Oth low resp:0.156
Diagnosis:9ccs135:Intest infct:0.131
Maternal Lab History: INHIBIN A MOM-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 108 | OR_unadj: 0.911 [0.381 2.182] | indivs AUC:0.514
Correlated most with:
Maternal Lab History: INHIBIN A MOM-postPregnancy:1.000
Maternal Lab History: hCG MoM-postPregnancy:0.397
Maternal Lab History: BETA HCG FREE-postPregnancy:0.384
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.234
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.168
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.167
Maternal Lab History: hCG MoM-otherPregnancy:0.153
Maternal Procedure History:99211-otherPregnancy:-0.136
Maternal Lab History: LIPASE-postPregnancy:-0.135
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.132
Maternal Lab History: CHLORIDE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 332 | OR_unadj: 0.970 [0.615 1.529] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: CHLORIDE-postPregnancy:1.000
Maternal Lab History: SODIUM-postPregnancy:0.298
Maternal Procedure History:36416-postPregnancy:-0.202
Maternal Lab History: CHLORIDE-otherPregnancy:0.172
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.164
Maternal Lab History: LDL-postPregnancy:-0.163
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.159
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.145
Maternal Lab History: GLOBULIN-postPregnancy:-0.143
Maternal Procedure History:90472-postPregnancy:-0.140
Maternal Lab History: PLATELET COUNT-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 281 | OR_unadj: 0.987 [0.602 1.619] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: PLATELET COUNT-otherPregnancy:1.000
Maternal Lab History: PLATELET COUNT-postPregnancy:0.488
Maternal Lab History: MPV-otherPregnancy:-0.420
Maternal Lab History: WBC-otherPregnancy:0.283
Maternal Lab History: MPV-postPregnancy:-0.282
Maternal Lab History: ABS LYMPH-otherPregnancy:0.256
Maternal Lab History: POTASSIUM-otherPregnancy:0.250
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.227
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.223
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.180
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 174 | OR_unadj: 1.081 [0.588 1.987] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:1.000
Maternal Lab History: AFP-postPregnancy:0.378
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.374
Maternal Lab History: WEIGHT-postPregnancy:0.280
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.267
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.212
Maternal Lab History: MONOCYTE-otherPregnancy:0.169
Maternal Lab History: MONOCYTE-postPregnancy:0.159
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.147
Maternal Lab History: hCG MoM-postPregnancy:-0.140
Maternal Lab History: CALCIUM-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 332 | OR_unadj: 0.847 [0.539 1.330] | indivs AUC:0.472
Correlated most with:
Maternal Lab History: CALCIUM-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.582
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.538
Maternal Lab History: MAGNESIUM-postPregnancy:-0.342
Maternal Lab History: Alk Phos-postPregnancy:-0.300
Maternal Lab History: HEMATOCRIT-postPregnancy:0.275
Maternal Lab History: SODIUM-postPregnancy:0.273
Maternal Lab History: PTT-postPregnancy:0.271
Maternal Lab History: LDH-postPregnancy:-0.266
Maternal Lab History: INR-postPregnancy:0.255
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 255 | OR_unadj: 0.646 [0.350 1.193] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.297
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.184
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.184
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.162
Maternal Lab History: TP VOLUME-otherPregnancy:0.150
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.139
Maternal Lab History: URINE CULTURE-postPregnancy:0.137
Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.136
Maternal Procedure History:36416-postPregnancy:0.123
Maternal Lab History: LDH-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 104 | OR_unadj: 0.965 [0.402 2.318] | indivs AUC:0.463
Correlated most with:
Maternal Lab History: LDH-postPregnancy:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.403
Maternal Lab History: Alk Phos-postPregnancy:0.396
Maternal Lab History: AST-postPregnancy:0.300
Maternal Lab History: ALBUMIN-postPregnancy:-0.272
Maternal Lab History: CALCIUM-postPregnancy:-0.266
Maternal Lab History: MAGNESIUM-postPregnancy:0.244
Maternal Lab History: PTT-postPregnancy:-0.238
Maternal Lab History: BICARBONATE-postPregnancy:-0.236
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.226
Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.206
Diagnosis:9ccs126:Ot up rsp in:0.190
Diagnosis:9ccs92:Otitis media:0.183
Diagnosis:9ccs7:Viral infect:0.156
Diagnosis:9ccs10:Immuniz/scrn:0.147
Diagnosis:9ccs125:Bronchitis:0.131
Diagnosis:9ccs253:Allergy:0.129
Diagnosis:9ccs255:Social admin:0.124
Diagnosis:9ccs257:Ot aftercare:0.120
Maternal Lab History: CALCIUM-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 222 | OR_unadj: 1.175 [0.712 1.939] | indivs AUC:0.472
Correlated most with:
Maternal Lab History: CALCIUM-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.634
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.549
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.345
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.335
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.322
Maternal Lab History: RBC-otherPregnancy:0.293
Maternal Lab History: POTASSIUM-otherPregnancy:0.228
Maternal Lab History: RDW-otherPregnancy:-0.221
Maternal Lab History: CALCIUM-postPregnancy:0.217
Maternal Lab History: RDW-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 280 | OR_unadj: 1.136 [0.672 1.920] | indivs AUC:0.530
Correlated most with:
Maternal Lab History: RDW-otherPregnancy:1.000
Maternal Lab History: MCH-otherPregnancy:-0.618
Maternal Lab History: MCV-otherPregnancy:-0.560
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.458
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.333
Maternal Lab History: RDW-postPregnancy:0.262
Maternal Lab History: MCH-postPregnancy:-0.252
Maternal Lab History: MCV-postPregnancy:-0.243
Maternal Lab History: CALCIUM-otherPregnancy:-0.221
Maternal Procedure History:96372-otherPregnancy:0.216
Maternal Lab History: ABS MONOCYTES-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 484 | OR_unadj: 0.861 [0.574 1.289] | indivs AUC:0.535
Correlated most with:
Maternal Lab History: ABS MONOCYTES-postPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.611
Maternal Lab History: WBC-postPregnancy:0.564
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.521
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.327
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.315
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.297
Maternal Lab History: WBC-otherPregnancy:0.221
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.217
Maternal Lab History: ABS LYMPH-postPregnancy:0.213
Vital: HR-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 291 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: AFP-otherPregnancy:0.201
Maternal Lab History: ANION GAP-otherPregnancy:0.160
Maternal Procedure History:81000-postPregnancy:-0.138
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.135
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.135
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.123
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.121
Maternal Lab History: URINE PH-otherPregnancy:0.120
Maternal Lab History: SODIUM-otherPregnancy:0.119
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.118
Maternal Diagnosis:9ccs49:DiabMel no c | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 32 | OR_unadj: 1.906 [0.847 4.291] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c:1.000
Maternal Diagnosis:9ccs186:DM in preg:0.409
MatDeliveryAge:0.137
Maternal Lab History: FASTING-postPregnancy:0.135
Maternal Lab History: 1 HOUR-otherPregnancy:0.134
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.133
Maternal Lab History: FASTING-otherPregnancy:0.132
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.118
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.117
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.111
Maternal Procedure History:81000-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 337 | OR_unadj: 0.637 [0.315 1.287] | indivs AUC:0.504
Correlated most with:
Maternal Procedure History:81000-postPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.389
Maternal Procedure History:99401-postPregnancy:0.255
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.248
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.237
Maternal Procedure History:99000-postPregnancy:0.221
Maternal Procedure History:81000-otherPregnancy:0.220
Maternal Lab History: CREATININE-postPregnancy:-0.218
Maternal Lab History: CREATININE-otherPregnancy:-0.198
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.192
Maternal Diagnosis:9ccs168:PID-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 43 | OR_unadj: 0.571 [0.202 1.612] | indivs AUC:0.512
Correlated most with:
Maternal Diagnosis:9ccs168:PID-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.309
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.302
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.296
Maternal Lab History: CREATININE-otherPregnancy:-0.285
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.233
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.229
Maternal Procedure History:99000-otherPregnancy:-0.213
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.195
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.179
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 203 | OR_unadj: 1.100 [0.695 1.740] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.855
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.384
Maternal Lab History: CREATININE-otherPregnancy:-0.381
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.331
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.327
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:0.280
Maternal Procedure History:99000-otherPregnancy:-0.260
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.246
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.223
Maternal Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 178 | OR_unadj: 1.268 [0.843 1.907] | indivs AUC:0.525
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.467
Maternal Diagnosis:9ccs259:Unclassified:0.100
Maternal Procedure History:90470-postPregnancy:0.076
Maternal Procedure History:90663-postPregnancy:0.076
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.073
Maternal Lab History: HERPES II IgG-postPregnancy:0.072
Maternal Lab History: IRON-postPregnancy:0.070
Diagnosis:9ccs204:Ot joint dx:0.068
Maternal Procedure History:90471-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 103 | OR_unadj: 0.162 [0.022 1.192] | indivs AUC:0.501
Correlated most with:
Maternal Procedure History:90471-postPregnancy:1.000
Maternal Procedure History:90649-postPregnancy:0.530
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.264
Maternal Procedure History:90658-postPregnancy:0.203
Maternal Procedure History:90746-postPregnancy:0.190
Maternal Lab History: A/G-postPregnancy:0.189
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.184
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.181
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.178
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.151
Maternal Lab History: ALBUMIN-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 321 | OR_unadj: 0.826 [0.531 1.287] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: ALBUMIN-postPregnancy:1.000
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.795
Maternal Lab History: CALCIUM-postPregnancy:0.582
Maternal Lab History: Alk Phos-postPregnancy:-0.386
Maternal Lab History: SODIUM-postPregnancy:0.335
Maternal Lab History: HEMATOCRIT-postPregnancy:0.316
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.280
Maternal Lab History: LDH-postPregnancy:-0.272
Maternal Lab History: RBC-postPregnancy:0.268
Maternal Lab History: INR-postPregnancy:0.266
Maternal Lab History: BETA HCG FREE-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 113 | OR_unadj: 0.529 [0.188 1.488] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: BETA HCG FREE-postPregnancy:1.000
Maternal Lab History: hCG MoM-postPregnancy:0.729
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.384
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:-0.374
Maternal Lab History: AFP-postPregnancy:-0.348
Maternal Lab History: WEIGHT-postPregnancy:-0.335
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.305
Maternal Lab History: ESTRIOL FREE-postPregnancy:-0.292
Maternal Lab History: ESTRIOL-postPregnancy:-0.253
Maternal Lab History: hCG MoM-otherPregnancy:0.244
Vital: Ht-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 309 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.213
Maternal Lab History: 3 HOUR-otherPregnancy:-0.212
Maternal Lab History: Alk Phos-otherPregnancy:-0.179
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.159
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.158
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.145
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.140
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.138
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.137
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.137
Maternal Procedure History:81000-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 314 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.485
Correlated most with:
Maternal Procedure History:81000-otherPregnancy:1.000
Maternal Procedure History:99401-otherPregnancy:0.329
Maternal Procedure History:81000-postPregnancy:0.220
Maternal Procedure History:90656-otherPregnancy:-0.219
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.218
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.210
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.206
Maternal Procedure History:36415-otherPregnancy:0.200
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.173
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.169
Maternal Lab History: WEIGHT-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 90 | OR_unadj: 1.629 [0.734 3.616] | indivs AUC:0.533
Correlated most with:
Maternal Lab History: WEIGHT-otherPregnancy:1.000
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.365
Maternal Lab History: hCG MoM-otherPregnancy:-0.320
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.174
Maternal Lab History: WEIGHT-postPregnancy:0.169
Maternal Lab History: AFP-otherPregnancy:-0.167
Maternal Lab History: 1/2 HOUR-postPregnancy:0.147
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.147
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.132
Maternal Lab History: 1 HOUR-postPregnancy:0.131
Maternal Lab History: MCV-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 281 | OR_unadj: 0.814 [0.499 1.328] | indivs AUC:0.473
Correlated most with:
Maternal Lab History: MCV-otherPregnancy:1.000
Maternal Lab History: MCH-otherPregnancy:0.792
Maternal Lab History: RDW-otherPregnancy:-0.560
Maternal Lab History: MCV-postPregnancy:0.503
Maternal Lab History: RBC-otherPregnancy:-0.469
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.425
Maternal Lab History: MCH-postPregnancy:0.403
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.361
Maternal Lab History: RDW-postPregnancy:-0.293
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.234
Maternal Diagnosis:9ccs59:Anemia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 98 | OR_unadj: 0.854 [0.469 1.555] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.379
Maternal Diagnosis:9ccs5:HIV infectn:0.113
Maternal Lab History: MCH-postPregnancy:-0.095
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.088
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.081
Maternal Diagnosis:9ccs168:PID:0.080
Maternal Diagnosis:9ccs106:Dysrhythmia:0.080
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.080
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.080
Maternal Lab History: LYMPHOCYTE-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 275 | OR_unadj: 0.925 [0.551 1.552] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: LYMPHOCYTE-otherPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.847
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:-0.617
Maternal Lab History: ABS LYMPH-otherPregnancy:0.538
Maternal Lab History: WBC-otherPregnancy:-0.484
Maternal Lab History: POLYS-otherPregnancy:-0.392
Maternal Lab History: ABS MONOCYTES-otherPregnancy:-0.236
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.208
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.196
Maternal Lab History: ABS LYMPH-postPregnancy:0.181
Maternal Lab History: CREATININE-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 223 | OR_unadj: nan [ nan nan] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: CREATININE-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.790
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.732
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.725
Maternal Procedure History:99000-otherPregnancy:0.462
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.452
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.438
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.421
Maternal Procedure History:90656-otherPregnancy:0.386
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.381
Maternal Diagnosis:9ccs168:PID | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 23 | OR_unadj: 0.843 [0.249 2.858] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs168:PID:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn:0.156
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.147
Maternal Diagnosis:9ccs259:Unclassified:0.139
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.132
Maternal Diagnosis:9ccs181:Ot preg comp:0.128
Maternal Lab History: PT-otherPregnancy:-0.105
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.104
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.088
Maternal Diagnosis:9ccs155:Other GI dx:0.088
* Maternal Lab History: TSH THIRD GENERATION-postPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 77 | OR_unadj: 3.350 [1.306 8.592] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.142
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.133
Maternal Diagnosis:9ccs155:Other GI dx:-0.129
Maternal Diagnosis:9ccs106:Dysrhythmia:0.123
Maternal Lab History: SODIUM-postPregnancy:-0.121
Maternal Procedure History:96372-otherPregnancy:0.120
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:-0.109
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.099
Maternal Procedure History:97001-postPregnancy:0.099
Maternal Lab History: Alk Phos-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 215 | OR_unadj: 1.115 [0.606 2.053] | indivs AUC:0.545
Correlated most with:
Maternal Lab History: Alk Phos-otherPregnancy:1.000
Maternal Lab History: COLONY COUNT-otherPregnancy:0.258
Maternal Lab History: ALBUMIN-otherPregnancy:-0.216
Maternal Lab History: Alk Phos-postPregnancy:0.206
Maternal Lab History: AST-otherPregnancy:0.202
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.197
Maternal Lab History: MPV-otherPregnancy:0.196
Maternal Lab History: VLDL-postPregnancy:0.173
Maternal Procedure History:36415-otherPregnancy:-0.168
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.168
Maternal Lab History: TOTAL PROTEIN-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 216 | OR_unadj: 0.935 [0.532 1.643] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.796
Maternal Lab History: CALCIUM-otherPregnancy:0.549
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.297
Maternal Lab History: CHLORIDE-otherPregnancy:-0.289
Maternal Lab History: GLOBULIN-otherPregnancy:0.275
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.233
Maternal Lab History: RBC-otherPregnancy:0.206
Maternal Lab History: POTASSIUM-otherPregnancy:0.201
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.187
Diagnosis:9ccs4:Mycoses | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs253:Allergy:0.177
Diagnosis:9ccs200:Oth skin dx:0.102
Number of Visits:0.102
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.087
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.086
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.079
Diagnosis:9ccs7:Viral infect:0.077
Diagnosis:9ccs256:Exam/eval:0.076
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.075
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 639 | OR_unadj: 0.765 [0.576 1.014] | indivs AUC:0.443
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:1.000
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.627
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.616
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.542
Maternal Lab History: CREATININE-postPregnancy:-0.529
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.523
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.493
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.478
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.478
Maternal Lab History: CREATININE-otherPregnancy:-0.452
Maternal Procedure History:86703-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 119 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.498
Correlated most with:
Maternal Procedure History:86703-otherPregnancy:1.000
Maternal Procedure History:86703-postPregnancy:0.446
Maternal Procedure History:99401-otherPregnancy:0.403
Maternal Lab History: GLOBULIN-otherPregnancy:0.231
Maternal Lab History: AST (SGOT)-otherPregnancy:0.224
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.192
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.186
Maternal Lab History: A/G-otherPregnancy:-0.184
Maternal Lab History: URIC ACID-otherPregnancy:0.182
Maternal Procedure History:99401-postPregnancy:0.171
Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.114
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.087
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.081
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074
Diagnosis:9ccs58:Ot nutrit dx:0.073
Maternal Lab History: FASTING-postPregnancy:0.073
Diagnosis:9ccs215:gu cong anom:0.072
Diagnosis:9ccs240:Burns:-0.071
Diagnosis:9ccs250:Nausea/vomit:-0.069
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.066
Maternal Lab History: POLYS-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 144 | OR_unadj: 1.016 [0.527 1.959] | indivs AUC:0.514
Correlated most with:
Maternal Lab History: POLYS-postPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.348
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.301
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.288
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.281
Maternal Lab History: MONOS-postPregnancy:-0.262
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.245
Maternal Lab History: BASOPHIL-postPregnancy:-0.244
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:-0.238
Maternal Lab History: EOSINOPHIL-postPregnancy:-0.215
Maternal Lab History: MPV-otherPregnancy | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 247 | OR_unadj: 1.122 [0.655 1.921] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: MPV-otherPregnancy:1.000
Maternal Lab History: MPV-postPregnancy:0.421
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.420
Maternal Lab History: PLATELET COUNT-postPregnancy:-0.225
Maternal Lab History: Alk Phos-otherPregnancy:0.196
Maternal Lab History: POTASSIUM-otherPregnancy:-0.190
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.168
Maternal Lab History: URINE KETONES-otherPregnancy:0.167
Maternal Lab History: CALCIUM-otherPregnancy:-0.167
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.167
Maternal Diagnosis:9ccs181:Ot preg comp | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 487 | OR_unadj: 1.286 [0.968 1.709] | indivs AUC:0.540
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.467
Maternal Diagnosis:9ccs59:Anemia:0.379
Maternal Diagnosis:9ccs128:Asthma:0.219
Maternal Diagnosis:9ccs60:Acut p-h anm:0.182
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.180
Maternal Diagnosis:9ccs7:Viral infect:0.144
Maternal Diagnosis:9ccs48:Thyroid dsor:0.139
Maternal Diagnosis:9ccs106:Dysrhythmia:0.128
Maternal Diagnosis:9ccs168:PID:0.128
Maternal Diagnosis:9ccs191:Amnios dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 172 | OR_unadj: 1.271 [0.841 1.923] | indivs AUC:0.546
Correlated most with:
Maternal Diagnosis:9ccs191:Amnios dx:1.000
Newborn Diagnosis:9ccs256:Exam/eval:0.181
Maternal Diagnosis:9ccs184:Early labor:0.130
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.109
Maternal Diagnosis:9ccs195:Ot compl bir:0.105
Newborn Diagnosis:9ccs219:Low birth wt:0.104
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.091
Diagnosis:9ccs63:Wht blood dx:0.091
Maternal Diagnosis:9ccs182:Hemorr preg:0.086
Maternal Lab History: WEIGHT-postPregnancy:0.086
Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs255:Social admin:0.355
Diagnosis:9ccs92:Otitis media:0.337
Diagnosis:9ccs10:Immuniz/scrn:0.312
Number of Visits:0.312
Diagnosis:9ccs7:Viral infect:0.236
Diagnosis:9ccs257:Ot aftercare:0.228
Diagnosis:9ccs90:Eye infectn:0.191
Diagnosis:9ccs135:Intest infct:0.190
Diagnosis:9ccs133:Oth low resp:0.167
Lab:292495 LEAD LEVEL - Sunrise | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.509
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:1.000
Diagnosis:9ccs243:Poisn nonmed:-0.414
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.180
Maternal Lab History: TP PERIOD-postPregnancy:-0.180
Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.173
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.120
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:-0.120
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.120
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.116
Diagnosis:9ccs204:Ot joint dx:0.103
Maternal Lab History: EOSINOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 271 | OR_unadj: 0.887 [0.487 1.618] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: EOSINOPHIL-otherPregnancy:1.000
Maternal Lab History: EOSINOPHIL-postPregnancy:0.272
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.223
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.185
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.163
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.125
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.122
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.111
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.110
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.108
Maternal Lab History: AFP-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 115 | OR_unadj: 0.763 [0.322 1.808] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: AFP-postPregnancy:1.000
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.378
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.348
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.219
Maternal Lab History: AFP-otherPregnancy:0.209
Maternal Lab History: 3 HOUR-postPregnancy:0.202
Maternal Lab History: INR-postPregnancy:0.141
Maternal Lab History: hCG MoM-postPregnancy:-0.138
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.138
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.138
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.527
Correlated most with:
Newborn Diagnosis:9ccs10:Immuniz/scrn:1.000
Newborn Diagnosis:9ccs94:Other ear dx:0.316
Newborn Diagnosis:9ccs219:Low birth wt:-0.312
Newborn Diagnosis:9ccs259:Unclassified:-0.304
Newborn Diagnosis:9ccs0:No DX:-0.234
Newborn Diagnosis:9ccs256:Exam/eval:-0.206
Maternal Diagnosis:9ccs184:Early labor:-0.201
Newborn Diagnosis:9ccs222:Perint jaund:-0.181
Newborn Diagnosis:9ccs221:Resp distres:-0.140
Diagnosis:9ccs219:Low birth wt:-0.123
Maternal Lab History: SODIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 332 | OR_unadj: 1.008 [0.627 1.620] | indivs AUC:0.529
Correlated most with:
Maternal Lab History: SODIUM-postPregnancy:1.000
Maternal Lab History: ALBUMIN-postPregnancy:0.335
Maternal Lab History: BUN-postPregnancy:0.311
Maternal Lab History: CHLORIDE-postPregnancy:0.298
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.287
Maternal Lab History: CALCIUM-postPregnancy:0.273
Maternal Lab History: SODIUM-otherPregnancy:0.265
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.215
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.184
Maternal Lab History: MAGNESIUM-postPregnancy:-0.180
Vital: BMI Percentile-gain0to24 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.114
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.087
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.081
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074
Diagnosis:9ccs58:Ot nutrit dx:0.073
Maternal Lab History: FASTING-postPregnancy:0.073
Diagnosis:9ccs215:gu cong anom:0.072
Diagnosis:9ccs240:Burns:-0.071
Diagnosis:9ccs250:Nausea/vomit:-0.069
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.066
Maternal Lab History: hCG MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 168 | OR_unadj: 0.785 [0.385 1.597] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: hCG MoM-postPregnancy:1.000
Maternal Lab History: BETA HCG FREE-postPregnancy:0.729
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.397
Maternal Lab History: HCG-postPregnancy:0.360
Maternal Lab History: INHMOM-postPregnancy:0.268
Maternal Lab History: hCG MoM-otherPregnancy:0.244
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.240
Maternal Lab History: ESTRIOL-postPregnancy:-0.171
Maternal Lab History: WEIGHT-postPregnancy:-0.171
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.156
Maternal Diagnosis:9ccs192:Umbil cord | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 117 | OR_unadj: 0.818 [0.467 1.430] | indivs AUC:0.473
Correlated most with:
Maternal Diagnosis:9ccs192:Umbil cord:1.000
Maternal Procedure History:36416-postPregnancy:0.087
Maternal Lab History: URINE SUGAR-otherPregnancy:0.081
Maternal Procedure History:36415-otherPregnancy:0.076
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.075
Maternal Procedure History:86580-otherPregnancy:0.066
Maternal Lab History: BETA HCG FREE-postPregnancy:0.062
Maternal Diagnosis:9ccs6:Hepatitis:0.062
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.061
Maternal Procedure History:97001-postPregnancy:0.061
* Maternal Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 27 | OR_unadj: 8.673 [3.977 18.915] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.180
Maternal Diagnosis:9ccs183:HTN in preg:0.172
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.154
Maternal Diagnosis:9ccs98:HTN:0.151
Lab:323825 STREP SCREEN THROAT - Sunrise:0.150
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.148
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.123
Maternal Diagnosis:9ccs61:Sickle cell:0.120
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.113
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.513
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Lab:294203 BILIRUBIN TOTAL - LMC:0.191
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.112
Maternal Lab History: URINE CULTURE-postPregnancy:0.102
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.097
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.096
Maternal Lab History: URINE CULTURE-otherPregnancy:0.094
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.093
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.088
Vital: Temp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 122 | OR_unadj: 1.356 [0.745 2.467] | indivs AUC:0.541
Correlated most with:
Maternal Procedure History:36415-otherPregnancy:-0.219
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.200
Maternal Lab History: CALCIUM-otherPregnancy:-0.174
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.165
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:-0.165
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.161
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.152
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.151
Maternal Lab History: MCV-otherPregnancy:-0.144
Maternal Lab History: RDW-otherPregnancy:0.141
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Number of Visits:0.138
Diagnosis:9ccs74:Ot mentl cnd:0.102
Lab:294203 BILIRUBIN TOTAL - LMC:0.092
Diagnosis:9ccs256:Exam/eval:0.090
Diagnosis:9ccs253:Allergy:0.088
Diagnosis:9ccs155:Other GI dx:0.087
Diagnosis:9ccs134:Ot uppr resp:0.085
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.081
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.079
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Number of Visits:0.143
Diagnosis:9ccs253:Allergy:0.139
Diagnosis:9ccs200:Oth skin dx:0.138
Diagnosis:9ccs155:Other GI dx:0.136
Diagnosis:9ccs256:Exam/eval:0.120
Diagnosis:9ccs126:Ot up rsp in:0.114
Diagnosis:9ccs133:Oth low resp:0.112
Diagnosis:9ccs7:Viral infect:0.107
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.106
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 179 | OR_unadj: 0.756 [0.357 1.602] | indivs AUC:0.514
Correlated most with:
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:1.000
Maternal Lab History: SODIUM-postPregnancy:0.215
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.204
Maternal Procedure History:86703-postPregnancy:0.197
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.184
Maternal Lab History: BUN-otherPregnancy:0.161
Maternal Lab History: URIC ACID-postPregnancy:0.136
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.125
Maternal Lab History: GAMMA GT-postPregnancy:0.123
Maternal Procedure History:99401-postPregnancy:0.121
Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.259
Diagnosis:9ccs91:Other eye dx:0.181
Diagnosis:9ccs47:Ot bnign neo:0.154
Diagnosis:9ccs95:Oth nerv dx:0.112
Diagnosis:9ccs257:Ot aftercare:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs216:Nerv cong an:0.101
Diagnosis:9ccs74:Ot mentl cnd:0.099
Diagnosis:9ccs51:Ot endo dsor:0.099
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 142 | OR_unadj: 0.698 [0.273 1.786] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:1.000
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.221
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.137
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.134
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.133
Maternal Lab History: ESTRIOL-postPregnancy:0.128
Maternal Lab History: FREE T-4-otherPregnancy:-0.124
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.118
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.106
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.104
Maternal Lab History: ALT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 214 | OR_unadj: 0.994 [0.483 2.045] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: ALT-otherPregnancy:1.000
Maternal Lab History: AST-otherPregnancy:0.706
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.234
Maternal Lab History: AST (SGOT)-otherPregnancy:0.195
Maternal Lab History: ALBUMIN-otherPregnancy:0.180
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.163
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.157
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.154
Maternal Lab History: CALCIUM-otherPregnancy:0.154
Maternal Lab History: GLOBULIN-otherPregnancy:0.152
Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.128
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.113
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.099
Diagnosis:9ccs224:Ot perint dx:0.092
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.091
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.087
Diagnosis:9ccs257:Ot aftercare:0.087
Maternal Lab History: HEMOGLOBIN A2-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 226 | OR_unadj: 0.844 [0.463 1.535] | indivs AUC:0.480
Correlated most with:
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.971
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.261
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.246
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.208
Maternal Lab History: ABS LYMPH-otherPregnancy:0.161
Maternal Procedure History:36416-postPregnancy:0.149
Maternal Lab History: hCG MoM-otherPregnancy:0.146
Maternal Lab History: INHMOM-otherPregnancy:0.141
Maternal Lab History: HCG-otherPregnancy:0.139
Maternal Lab History: HEMOGLOBIN A1-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 221 | OR_unadj: 0.728 [0.424 1.248] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:-0.971
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.280
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.256
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.183
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.180
Maternal Lab History: HCG-otherPregnancy:-0.152
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.146
Maternal Lab History: hCG MoM-otherPregnancy:-0.145
Maternal Lab History: INHMOM-otherPregnancy:-0.144
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.482 [0.910 2.416] | indivs AUC:0.463
Correlated most with:
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:1.000
Maternal Lab History: WBC-otherPregnancy:0.823
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.703
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.617
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.552
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.241
Maternal Lab History: WBC-postPregnancy:0.236
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.227
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.192
Maternal Lab History: CHLORIDE-otherPregnancy:-0.174
Maternal Diagnosis:9ccs190:Fetal distrs | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 378 | OR_unadj: 0.848 [0.610 1.181] | indivs AUC:0.512
Correlated most with:
Maternal Diagnosis:9ccs190:Fetal distrs:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.147
Maternal Diagnosis:9ccs185:Long pregncy:0.141
Maternal Diagnosis:9ccs195:Ot compl bir:0.102
Maternal Diagnosis:9ccs176:Contraceptiv:-0.085
Diagnosis:9ccs61:Sickle cell:0.078
Maternal Procedure History:36415-otherPregnancy:0.072
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.070
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.070
Maternal Lab History: PH-otherPregnancy:0.070
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.504
Correlated most with:
Newborn Diagnosis:9ccs222:Perint jaund:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.264
Maternal Diagnosis:9ccs184:Early labor:0.207
Newborn Diagnosis:9ccs256:Exam/eval:0.192
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.181
Newborn Diagnosis:9ccs253:Allergy:0.154
Newborn Diagnosis:9ccs221:Resp distres:0.149
Diagnosis:9ccs219:Low birth wt:0.119
Diagnosis:9ccs222:Perint jaund:0.115
Newborn Diagnosis:9ccs224:Ot perint dx:0.105
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 26 | OR_unadj: 1.706 [0.679 4.291] | indivs AUC:0.524
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:1.000
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.409
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.387
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.335
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.221
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.217
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.216
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.199
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.198
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.198
Maternal Lab History: ESTRIOL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 164 | OR_unadj: 1.485 [0.828 2.663] | indivs AUC:0.527
Correlated most with:
Maternal Lab History: ESTRIOL-postPregnancy:1.000
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.458
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.253
Maternal Lab History: APF MoM-postPregnancy:0.230
Maternal Lab History: ESTRIOL-otherPregnancy:0.199
Maternal Lab History: INHMOM-postPregnancy:0.175
Maternal Lab History: hCG MoM-postPregnancy:-0.171
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.156
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.144
Maternal Lab History: AFP-postPregnancy:0.135
Maternal Lab History: RUBELLA-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 109 | OR_unadj: 0.994 [0.413 2.392] | indivs AUC:0.476
Correlated most with:
Maternal Lab History: RUBELLA-otherPregnancy:1.000
Maternal Lab History: RUBELLA-postPregnancy:0.307
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.205
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.189
Maternal Lab History: COLONY COUNT-otherPregnancy:0.160
Maternal Lab History: CHLORIDE-otherPregnancy:-0.144
Maternal Lab History: CALCIUM-otherPregnancy:0.137
Maternal Lab History: LDH-otherPregnancy:-0.133
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.130
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.126
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 95 | OR_unadj: 1.341 [0.788 2.281] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:1.000
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.329
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.282
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.238
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.228
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.226
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.223
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.219
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.215
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.210
Vital: BMI Percentile-latest | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 258 | OR_unadj: 1.431 [0.924 2.214] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.114
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.086
Diagnosis:9ccs58:Ot nutrit dx:0.081
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.076
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.072
Maternal Lab History: FASTING-postPregnancy:0.071
Diagnosis:9ccs215:gu cong anom:0.070
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.069
Diagnosis:9ccs137:Mouth dx:-0.069
Diagnosis:9ccs240:Burns:-0.068
Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.525
Diagnosis:9ccs117:Ot circul dx:0.230
Newborn Diagnosis:9ccs96:Hrt valve dx:0.220
Newborn Diagnosis:9ccs213:Cardiac anom:0.181
Maternal Procedure History:96372-otherPregnancy:0.107
Diagnosis:9ccs259:Unclassified:0.096
Diagnosis:9ccs10:Immuniz/scrn:0.090
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.090
Diagnosis:9ccs257:Ot aftercare:0.088
* Maternal Lab History: CHOL:HDL RATIO-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 126 | OR_unadj: 2.547 [1.462 4.439] | indivs AUC:0.572
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.672
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.663
Maternal Lab History: VLDL-postPregnancy:0.512
Maternal Lab History: CHOLESTEROL-postPregnancy:0.420
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.314
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:-0.278
Maternal Lab History: LDL-postPregnancy:0.278
Maternal Lab History: AST (SGOT)-postPregnancy:0.208
Maternal Procedure History:90472-postPregnancy:0.195
Maternal Lab History: ABS LYMPH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 236 | OR_unadj: 1.318 [0.813 2.138] | indivs AUC:0.533
Correlated most with:
Maternal Lab History: ABS LYMPH-otherPregnancy:1.000
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:-0.571
Maternal Lab History: LYMPHOCYTE-otherPregnancy:0.538
Maternal Lab History: ABS LYMPH-postPregnancy:0.364
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.309
Maternal Lab History: WBC-otherPregnancy:0.298
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.256
Maternal Lab History: INR-otherPregnancy:-0.184
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:-0.179
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.161
Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.468
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Number of Visits:0.231
Diagnosis:9ccs126:Ot up rsp in:0.228
Diagnosis:9ccs92:Otitis media:0.226
Diagnosis:9ccs125:Bronchitis:0.216
Diagnosis:9ccs10:Immuniz/scrn:0.194
Diagnosis:9ccs255:Social admin:0.190
Diagnosis:9ccs7:Viral infect:0.169
Diagnosis:9ccs253:Allergy:0.157
Diagnosis:9ccs128:Asthma:0.152
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 371 | OR_unadj: 0.872 [0.627 1.214] | indivs AUC:0.451
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.616
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.447
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.410
Maternal Lab History: CREATININE-postPregnancy:-0.356
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.337
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.333
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.325
Maternal Lab History: CREATININE-otherPregnancy:-0.319
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.319
Maternal Lab History: CHLORIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 222 | OR_unadj: 1.364 [0.840 2.215] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: CHLORIDE-otherPregnancy:1.000
Maternal Lab History: SODIUM-otherPregnancy:0.449
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:-0.289
Maternal Lab History: ALBUMIN-otherPregnancy:-0.244
Maternal Lab History: URINE KETONES-otherPregnancy:-0.218
Maternal Lab History: 2 HOUR-otherPregnancy:0.208
Maternal Lab History: CALCIUM-otherPregnancy:-0.208
Maternal Lab History: PT-otherPregnancy:-0.206
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.185
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.185
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 237 | OR_unadj: 0.759 [0.418 1.376] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.855
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.261
Maternal Lab History: HEMOGLOBIN A1-postPregnancy:-0.256
Maternal Procedure History:86703-otherPregnancy:-0.186
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.151
Maternal Lab History: hCG MoM-otherPregnancy:0.144
Maternal Lab History: WBC-otherPregnancy:0.134
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.132
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.129
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Diagnosis:9ccs95:Oth nerv dx:0.131
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.112
Maternal Diagnosis:9ccs5:HIV infectn:0.108
Newborn Diagnosis:9ccs219:Low birth wt:0.104
Diagnosis:9ccs219:Low birth wt:0.093
Diagnosis:9ccs215:gu cong anom:0.092
Diagnosis:9ccs63:Wht blood dx:0.091
Maternal Lab History: PTT-otherPregnancy:0.091
Maternal Diagnosis:9ccs184:Early labor:0.091
Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.169
Lab:323825 STREP SCREEN THROAT - Sunrise:0.122
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.099
Maternal Lab History: GFR in African American-otherPregnancy:0.086
Maternal Lab History: GFR Calculation-otherPregnancy:0.086
Maternal Lab History: HEMATOCRIT-postPregnancy:0.080
Maternal Diagnosis:9ccs60:Acut p-h anm:0.079
Maternal Procedure History:97014-postPregnancy:-0.074
Maternal Lab History: RBC-postPregnancy:0.070
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.069
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.496
Correlated most with:
Newborn Diagnosis:9ccs217:Ot cong anom:1.000
Maternal Lab History: Immunoglobulin E-postPregnancy:0.124
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.119
Diagnosis:9ccs211:Ot conn tiss:0.107
Maternal Lab History: URINE SUGAR-postPregnancy:0.106
Diagnosis:9ccs217:Ot cong anom:0.090
Diagnosis:9ccs147:Anal/rectal:0.089
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.079
Newborn Diagnosis:9ccs253:Allergy:0.076
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.074
Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.146
Diagnosis:9ccs200:Oth skin dx:0.140
Number of Visits:0.133
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.133
Diagnosis:9ccs239:Superfic inj:0.120
Diagnosis:9ccs155:Other GI dx:0.112
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.111
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.105
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.105
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 44 | OR_unadj: 2.139 [0.829 5.519] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:1.000
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.334
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.174
Maternal Lab History: MONOCYTE-postPregnancy:-0.168
Maternal Lab History: APF MoM-postPregnancy:0.163
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.158
Maternal Lab History: HERPES II IgG-postPregnancy:0.155
Maternal Procedure History:36415-postPregnancy:0.152
Maternal Procedure History:S9470-postPregnancy:-0.151
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.148
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 1.369 [0.873 2.146] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:1.000
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.847
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.703
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.571
Maternal Lab History: WBC-otherPregnancy:0.413
Maternal Lab History: MONOCYTES-5P-otherPregnancy:-0.241
Maternal Lab History: EOSINOPHIL-otherPregnancy:-0.223
Maternal Lab History: NEUTROPHILS-5P-postPregnancy:0.199
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.177
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.169
Maternal Lab History: ESTRIOL FREE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 113 | OR_unadj: 1.346 [0.643 2.819] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: ESTRIOL FREE-postPregnancy:1.000
Maternal Lab History: ESTRIOL-postPregnancy:0.458
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.292
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.267
Maternal Lab History: AFP-postPregnancy:0.219
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.169
Maternal Lab History: hCG MoM-postPregnancy:-0.126
Maternal Lab History: ESTRIOL-otherPregnancy:0.118
Maternal Procedure History:81000-postPregnancy:-0.112
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.109
Maternal Procedure History:99000-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 350 | OR_unadj: 0.959 [0.536 1.719] | indivs AUC:0.520
Correlated most with:
Maternal Procedure History:99000-postPregnancy:1.000
Maternal Procedure History:99000-otherPregnancy:-0.253
Maternal Procedure History:81000-postPregnancy:0.221
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.161
Maternal Lab History: BILE ACIDS-otherPregnancy:0.145
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.139
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.131
Maternal Lab History: CREATININE-otherPregnancy:-0.125
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.121
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.120
Maternal Lab History: WBC-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 281 | OR_unadj: 1.232 [0.769 1.973] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: WBC-otherPregnancy:1.000
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.823
Maternal Lab History: ABS MONOCYTES-otherPregnancy:0.574
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.484
Maternal Lab History: NEUTROPHILS-5P-otherPregnancy:0.413
Maternal Lab History: ABS LYMPH-otherPregnancy:0.298
Maternal Lab History: WBC-postPregnancy:0.291
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.283
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.257
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.221
Maternal Lab History: BASOPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 251 | OR_unadj: 0.750 [0.414 1.360] | indivs AUC:0.544
Correlated most with:
Maternal Lab History: BASOPHIL-otherPregnancy:1.000
Maternal Lab History: POLYS-otherPregnancy:-0.201
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.175
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.165
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.160
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.158
Maternal Lab History: BASOPHIL-postPregnancy:0.151
Maternal Lab History: NT MoM-otherPregnancy:0.145
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.142
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.139
Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.464
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs255:Social admin:0.212
Diagnosis:9ccs200:Oth skin dx:0.201
Number of Visits:0.180
Diagnosis:9ccs10:Immuniz/scrn:0.179
Diagnosis:9ccs4:Mycoses:0.177
Diagnosis:9ccs126:Ot up rsp in:0.157
Diagnosis:9ccs257:Ot aftercare:0.157
Diagnosis:9ccs7:Viral infect:0.155
Diagnosis:9ccs239:Superfic inj:0.139
Maternal Lab History: CARBON DIOXIDE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.210 [0.748 1.956] | indivs AUC:0.478
Correlated most with:
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:1.000
Maternal Lab History: ALBUMIN-otherPregnancy:0.345
Maternal Lab History: CALCIUM-otherPregnancy:0.345
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.297
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.269
Maternal Lab History: SODIUM-otherPregnancy:0.264
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.254
Maternal Lab History: ANION GAP-otherPregnancy:-0.253
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.210
Maternal Lab History: Alk Phos-otherPregnancy:-0.197
Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.105
Diagnosis:9ccs122:Pneumonia:0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.096
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.096
Diagnosis:9ccs159:UTI:0.096
Diagnosis:9ccs243:Poisn nonmed:0.091
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs10:Immuniz/scrn:0.088
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 39 | OR_unadj: 0.825 [0.320 2.129] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:1.000
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.245
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.198
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.181
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.165
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.162
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.152
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.151
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.151
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.150
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 338 | OR_unadj: 0.917 [0.653 1.287] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.523
Maternal Lab History: CREATININE-postPregnancy:-0.448
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.447
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.428
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.406
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.344
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.342
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.316
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.308
Maternal Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 30 | OR_unadj: 1.418 [0.574 3.504] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs259:Unclassified:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.163
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.160
Maternal Diagnosis:9ccs168:PID:0.139
Maternal Lab History: 3 HOUR-postPregnancy:0.135
Maternal Lab History: IRON-postPregnancy:-0.127
Maternal Diagnosis:9ccs176:Contraceptiv:0.107
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.106
Maternal Diagnosis:9ccs181:Ot preg comp:0.103
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.100
* Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.469
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.201
Number of Visits:0.184
Diagnosis:9ccs155:Other GI dx:0.168
Diagnosis:9ccs7:Viral infect:0.158
Diagnosis:9ccs256:Exam/eval:0.140
Diagnosis:9ccs239:Superfic inj:0.138
Diagnosis:9ccs126:Ot up rsp in:0.119
Diagnosis:9ccs255:Social admin:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.106
Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.525
Newborn Diagnosis:9ccs213:Cardiac anom:0.330
Diagnosis:9ccs117:Ot circul dx:0.310
Newborn Diagnosis:9ccs96:Hrt valve dx:0.280
Maternal Procedure History:97140-postPregnancy:0.123
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.123
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.120
Maternal Diagnosis:9ccs6:Hepatitis:0.102
Maternal Diagnosis:9ccs163:Other GU dx:0.102
Maternal Diagnosis:9ccs187:Malposition | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 104 | OR_unadj: 1.463 [0.889 2.408] | indivs AUC:0.523
Correlated most with:
Maternal Diagnosis:9ccs187:Malposition:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.183
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.125
Maternal Diagnosis:9ccs184:Early labor:0.112
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.106
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.102
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.094
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.079
Maternal Lab History: PAPP-A-otherPregnancy:0.078
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.077
Maternal Lab History: GTT FASTING SPEC.-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 111 | OR_unadj: 1.346 [0.643 2.819] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.404
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.368
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.345
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.325
Maternal Procedure History:36416-postPregnancy:-0.215
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.206
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.181
Diagnosis:9ccs242:Poisn ot med:0.173
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.172
* Maternal Diagnosis:9ccs183:HTN in preg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 155 | OR_unadj: 1.745 [1.167 2.610] | indivs AUC:0.533
Correlated most with:
Maternal Diagnosis:9ccs183:HTN in preg:1.000
Maternal Diagnosis:9ccs98:HTN:0.188
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.172
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.171
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.163
Newborn Diagnosis:9ccs219:Low birth wt:0.144
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.134
Maternal Diagnosis:9ccs184:Early labor:0.128
Maternal Lab History: LDH-postPregnancy:0.118
Maternal Lab History: ALBUMIN-postPregnancy:-0.108
Maternal Lab History: URINE PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 0.816 [0.438 1.518] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: URINE PH-otherPregnancy:1.000
Maternal Lab History: URINE PH-postPregnancy:0.210
Maternal Lab History: CHLORIDE-otherPregnancy:-0.173
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.147
Maternal Procedure History:S9470-otherPregnancy:0.136
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.133
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.126
Maternal Lab History: 2 HOUR-otherPregnancy:-0.124
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.112
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.112
Diagnosis:9ccs255:Social admin | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.458
Diagnosis:9ccs126:Ot up rsp in:0.355
Number of Visits:0.240
Diagnosis:9ccs253:Allergy:0.212
Diagnosis:9ccs92:Otitis media:0.192
Diagnosis:9ccs257:Ot aftercare:0.190
Diagnosis:9ccs7:Viral infect:0.187
Diagnosis:9ccs90:Eye infectn:0.125
Diagnosis:9ccs125:Bronchitis:0.124
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.472
Correlated most with:
Newborn Diagnosis:9ccs224:Ot perint dx:1.000
Maternal Diagnosis:9ccs185:Long pregncy:0.438
Newborn Diagnosis:9ccs96:Hrt valve dx:0.129
Newborn Diagnosis:9ccs256:Exam/eval:0.127
Newborn Diagnosis:9ccs222:Perint jaund:0.105
Maternal Diagnosis:9ccs195:Ot compl bir:0.101
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.101
Newborn Diagnosis:9ccs95:Oth nerv dx:0.085
Diagnosis:9ccs253:Allergy:-0.080
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.070
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Diagnosis:9ccs168:PID:0.178
Maternal Lab History: A/G-otherPregnancy:-0.166
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.154
Maternal Lab History: GLOBULIN-otherPregnancy:0.141
Diagnosis:9ccs205:Back problem:0.140
Maternal Lab History: AST (SGOT)-otherPregnancy:0.131
Maternal Procedure History:86703-postPregnancy:0.116
Maternal Diagnosis:9ccs69:Affective dx:0.111
Diagnosis:9ccs219:Low birth wt:0.110
Maternal Lab History: FREE T-4-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 33 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: FREE T-4-postPregnancy:1.000
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.280
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.206
Maternal Lab History: URIC ACID-postPregnancy:-0.203
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.185
Maternal Procedure History:97014-postPregnancy:0.180
Maternal Lab History: GFR Calculation-postPregnancy:-0.171
Maternal Lab History: GFR in African American-postPregnancy:-0.169
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.158
Maternal Lab History: FREE T3-postPregnancy:0.155
Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs200:Oth skin dx:0.104
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.090
Diagnosis:9ccs94:Other ear dx:0.084
Diagnosis:9ccs133:Oth low resp:0.084
Diagnosis:9ccs211:Ot conn tiss:0.081
Diagnosis:9ccs61:Sickle cell:0.075
Diagnosis:9ccs257:Ot aftercare:0.075
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.075
Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.447
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.246
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs7:Viral infect:0.153
Diagnosis:9ccs126:Ot up rsp in:0.144
Diagnosis:9ccs239:Superfic inj:0.136
Diagnosis:9ccs10:Immuniz/scrn:0.130
Diagnosis:9ccs250:Nausea/vomit:0.124
Diagnosis:9ccs133:Oth low resp:0.116
Diagnosis:9ccs91:Other eye dx:0.113
Maternal Lab History: MONOS-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 144 | OR_unadj: 1.430 [0.767 2.666] | indivs AUC:0.475
Correlated most with:
Maternal Lab History: MONOS-postPregnancy:1.000
Maternal Lab History: MONOS-otherPregnancy:0.269
Maternal Lab History: POLYS-postPregnancy:-0.262
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.186
Maternal Lab History: BASOPHIL-postPregnancy:0.170
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.166
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.154
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.154
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.142
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.128
Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.483
Correlated most with:
Newborn Diagnosis:9ccs259:Unclassified:1.000
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.304
Maternal Diagnosis:9ccs186:DM in preg:0.292
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.148
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.122
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.110
Maternal Procedure History:97140-postPregnancy:0.106
MatDeliveryAge:0.105
Maternal Diagnosis:9ccs49:DiabMel no c:0.098
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.098
Maternal Lab History: ABS MONOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 236 | OR_unadj: 1.333 [0.822 2.163] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: ABS MONOCYTES-otherPregnancy:1.000
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.648
Maternal Lab History: WBC-otherPregnancy:0.574
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.552
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.315
Maternal Lab History: ABS LYMPH-otherPregnancy:0.309
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.236
Maternal Lab History: PLATELET COUNT-otherPregnancy:0.223
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.193
Maternal Lab History: WBC-postPregnancy:0.176
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.526
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:295669 BILIRUBIN DIRECT - LMC:0.191
Diagnosis:9ccs222:Perint jaund:-0.151
Diagnosis:9ccs151:Oth liver dx:-0.128
Diagnosis:9ccs58:Ot nutrit dx:0.092
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.084
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.084
Diagnosis:9ccs234:Crush injury:-0.080
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.075
Maternal Procedure History:90471-postPregnancy:0.073
Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs92:Otitis media:0.231
Diagnosis:9ccs7:Viral infect:0.205
Diagnosis:9ccs126:Ot up rsp in:0.191
Number of Visits:0.174
Diagnosis:9ccs10:Immuniz/scrn:0.143
Diagnosis:9ccs125:Bronchitis:0.129
Diagnosis:9ccs255:Social admin:0.125
Diagnosis:9ccs133:Oth low resp:0.117
Diagnosis:9ccs135:Intest infct:0.112
Maternal Diagnosis:9ccs193:OB-related perin trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 695 | OR_unadj: 0.781 [0.592 1.029] | indivs AUC:0.416
Correlated most with:
Maternal Diagnosis:9ccs193:OB-related perin trauma:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.327
Maternal Diagnosis:9ccs187:Malposition:-0.183
Maternal Diagnosis:9ccs176:Contraceptiv:-0.123
Maternal Diagnosis:9ccs195:Ot compl bir:-0.120
MatDeliveryAge:-0.114
Maternal Diagnosis:9ccs184:Early labor:-0.108
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.105
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.100
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:-0.096
Maternal Lab History: SODIUM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 222 | OR_unadj: 1.020 [0.598 1.741] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: SODIUM-otherPregnancy:1.000
Maternal Lab History: CHLORIDE-otherPregnancy:0.449
Maternal Lab History: SODIUM-postPregnancy:0.265
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.264
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.216
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.188
Maternal Lab History: ANION GAP-otherPregnancy:0.173
Maternal Lab History: MCH-otherPregnancy:0.146
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.137
Maternal Lab History: CALCIUM-otherPregnancy:0.135
Maternal Lab History: ESTRIOL FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 0.864 [0.299 2.498] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: ESTRIOL FREE-otherPregnancy:1.000
Maternal Lab History: ESTRIOL-otherPregnancy:0.555
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.253
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.224
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.210
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.188
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.169
Maternal Lab History: Alk Phos-otherPregnancy:0.168
Maternal Lab History: MPV-otherPregnancy:0.145
Maternal Lab History: HEMATOCRIT-otherPregnancy:-0.139
Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.150
Number of Visits:0.143
Diagnosis:9ccs133:Oth low resp:0.134
Diagnosis:9ccs126:Ot up rsp in:0.114
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.096
Diagnosis:9ccs90:Eye infectn:0.095
Diagnosis:9ccs123:Influenza:0.093
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.087
Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs95:Oth nerv dx:0.195
Diagnosis:9ccs113:Late eff CVD:0.180
Number of Visits:0.131
Newborn Diagnosis:9ccs219:Low birth wt:0.126
Diagnosis:9ccs159:UTI:0.115
Diagnosis:9ccs94:Other ear dx:0.111
Diagnosis:9ccs58:Ot nutrit dx:0.102
Diagnosis:9ccs238:Complic proc:0.100
Diagnosis:9ccs217:Ot cong anom:0.099
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:1.000
Maternal Lab History: NT MoM-postPregnancy:0.881
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.507
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.286
Maternal Lab History: APF MoM-postPregnancy:0.186
Maternal Lab History: PAPP-A-postPregnancy:-0.181
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.147
Maternal Lab History: URINE CULTURE-postPregnancy:0.139
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:-0.135
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.128
Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Diagnosis:9ccs63:Wht blood dx:0.121
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.120
Maternal Procedure History:90746-postPregnancy:0.119
Diagnosis:9ccs208:Acq foot def:0.101
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.101
Diagnosis:9ccs51:Ot endo dsor:0.095
Diagnosis:9ccs212:Ot bone dx:0.095
Maternal Procedure History:86580-postPregnancy:0.090
Maternal Lab History: HCG-otherPregnancy:0.090
Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.337
Number of Visits:0.296
Diagnosis:9ccs90:Eye infectn:0.231
Diagnosis:9ccs125:Bronchitis:0.228
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs255:Social admin:0.192
Diagnosis:9ccs10:Immuniz/scrn:0.191
Diagnosis:9ccs135:Intest infct:0.183
Diagnosis:9ccs7:Viral infect:0.174
Maternal Diagnosis:9ccs188:Pelvic obstr | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 1.360 [0.552 3.350] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:9ccs188:Pelvic obstr:1.000
Maternal Procedure History:36416-postPregnancy:0.165
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.156
Newborn Diagnosis:9ccs223:Birth trauma:0.153
Diagnosis:9ccs223:Birth trauma:0.148
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.124
Maternal Lab History: URINE PROTEIN-postPregnancy:0.113
Diagnosis:9ccs214:GI cong anom:0.094
Newborn Diagnosis:9ccs213:Cardiac anom:0.078
Maternal Lab History: TP VOLUME-postPregnancy:0.078
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Diagnosis:9ccs154:Gastroent:0.188
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.161
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155
Maternal Lab History: GFR Calculation-otherPregnancy:-0.139
Maternal Lab History: GFR in African American-otherPregnancy:-0.139
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.134
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.133
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.128
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 131 | OR_unadj: 1.045 [0.525 2.080] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.329
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.285
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.278
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.184
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.179
Maternal Lab History: 2 HOUR-postPregnancy:0.154
Maternal Procedure History:99211-otherPregnancy:0.151
Maternal Procedure History:36415-otherPregnancy:0.134
Maternal Procedure History:96372-otherPregnancy:0.133
Maternal Procedure History:81025-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 192 | OR_unadj: 1.195 [0.632 2.260] | indivs AUC:0.477
Correlated most with:
Maternal Procedure History:81025-postPregnancy:1.000
Maternal Procedure History:J1055-postPregnancy:0.361
Maternal Procedure History:90772-postPregnancy:0.339
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.213
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.210
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.176
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.175
Maternal Lab History: GAMMA GT-postPregnancy:0.165
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.161
Maternal Procedure History:90746-postPregnancy:-0.157
Maternal Lab History: AST-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 201 | OR_unadj: 0.983 [0.511 1.891] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: AST-otherPregnancy:1.000
Maternal Lab History: ALT-otherPregnancy:0.706
Maternal Lab History: Alk Phos-otherPregnancy:0.202
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.166
Maternal Lab History: AST-postPregnancy:0.162
Maternal Lab History: URINE CULTURE-postPregnancy:0.158
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.136
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.123
Maternal Lab History: MONOCYTES-5P-otherPregnancy:0.114
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.110
Maternal Lab History: HDL CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.717 [0.280 1.836] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.663
Maternal Lab History: VLDL-postPregnancy:-0.383
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.364
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.244
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.203
Maternal Lab History: PH-postPregnancy:0.184
Maternal Procedure History:90471-postPregnancy:0.181
Maternal Lab History: AST (SGOT)-postPregnancy:-0.177
Maternal Lab History: CHOLESTEROL-postPregnancy:0.171
Maternal Diagnosis:9ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 160 | OR_unadj: 0.838 [0.519 1.353] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.607
Maternal Lab History: CREATININE-postPregnancy:-0.416
Maternal Procedure History:81000-postPregnancy:0.389
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.369
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.361
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.333
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.326
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.307
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.302
* Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 70 | OR_unadj: 2.930 [1.746 4.917] | indivs AUC:0.552
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.342
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.299
Maternal Lab History: CREATININE-postPregnancy:-0.286
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.270
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.262
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.257
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.254
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.252
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.249
Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs238:Complic proc:-0.304
Maternal Lab History: eGFR-postPregnancy:-0.156
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.151
Diagnosis:9ccs3:Oth bact inf:0.144
Maternal Lab History: MUMPS IGG-postPregnancy:-0.124
Maternal Diagnosis:9ccs49:DiabMel no c:-0.121
Diagnosis:9ccs95:Oth nerv dx:-0.106
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.100
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.100
Diagnosis:9ccs143:Abdom hernia:-0.099
Maternal Diagnosis:9ccs185:Long pregncy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 410 | OR_unadj: 1.005 [0.737 1.370] | indivs AUC:0.483
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:1.000
Newborn Diagnosis:9ccs224:Ot perint dx:0.438
Maternal Diagnosis:9ccs184:Early labor:-0.142
Maternal Diagnosis:9ccs190:Fetal distrs:0.141
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.140
Newborn Diagnosis:9ccs219:Low birth wt:-0.131
Diagnosis:9ccs253:Allergy:-0.074
Maternal Diagnosis:9ccs183:HTN in preg:-0.074
Diagnosis:9ccs219:Low birth wt:-0.070
Maternal Diagnosis:9ccs195:Ot compl bir:0.069
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.869 [0.425 1.778] | indivs AUC:0.514
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:1.000
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.364
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.354
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.308
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.295
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.292
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.273
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.248
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.247
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.241
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 112 | OR_unadj: 0.586 [0.208 1.658] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:1.000
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.263
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.262
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.229
Maternal Lab History: MONOCYTE-postPregnancy:0.216
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.179
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176
Maternal Lab History: BUN-otherPregnancy:0.147
Maternal Lab History: PH-otherPregnancy:0.139
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:-0.136
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.508
Correlated most with:
Newborn Diagnosis:9ccs94:Other ear dx:1.000
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.316
Newborn Diagnosis:9ccs0:No DX:-0.294
Maternal Diagnosis:9ccs159:UTI:-0.132
Maternal Lab History: Immunoglobulin E-postPregnancy:-0.120
Newborn Diagnosis:9ccs219:Low birth wt:-0.120
Newborn Diagnosis:9ccs253:Allergy:-0.115
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.112
Maternal Diagnosis:9ccs184:Early labor:-0.107
Maternal Lab History: ALBUMIN-otherPregnancy:0.107
Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.756
Newborn Diagnosis:9ccs95:Oth nerv dx:0.150
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.140
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.135
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.114
Maternal Lab History: FASTING-postPregnancy:0.113
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.107
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.107
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.104
Maternal Diagnosis:9ccs258:Other screen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.641 [0.328 1.251] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.310
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.254
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.229
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.228
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.217
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.216
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.206
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.193
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.184
Maternal Diagnosis:9ccs168:PID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 128 | OR_unadj: 0.617 [0.342 1.113] | indivs AUC:0.475
Correlated most with:
Maternal Diagnosis:9ccs168:PID-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.344
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.335
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.299
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.276
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.275
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.239
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.238
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.227
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.217
Maternal Lab History: ANION GAP-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 96 | OR_unadj: 0.416 [0.128 1.354] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: ANION GAP-otherPregnancy:1.000
Maternal Lab History: ANION GAP-postPregnancy:0.357
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.253
Maternal Lab History: SODIUM-otherPregnancy:0.173
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.172
Maternal Lab History: INHMOM-otherPregnancy:0.171
Maternal Procedure History:S9470-otherPregnancy:0.157
Maternal Lab History: CHLORIDE-otherPregnancy:-0.154
Maternal Lab History: PAPP-A-postPregnancy:0.151
Maternal Lab History: RDW-otherPregnancy:-0.148
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.294 [0.039 2.204] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:1.000
Maternal Procedure History:S9470-postPregnancy:0.351
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.263
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.232
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.174
Maternal Lab History: MONOCYTE-postPregnancy:0.173
Maternal Lab History: MONOCYTE-otherPregnancy:0.173
Maternal Lab History: RDW-postPregnancy:0.150
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.145
Maternal Lab History: PH-postPregnancy:-0.136
Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.475
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Diagnosis:9ccs128:Asthma:0.220
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.182
Diagnosis:9ccs126:Ot up rsp in:0.167
Diagnosis:9ccs127:COPD:0.166
Diagnosis:9ccs122:Pneumonia:0.161
Diagnosis:9ccs125:Bronchitis:0.156
Diagnosis:9ccs257:Ot aftercare:0.147
Diagnosis:9ccs256:Exam/eval:0.146
* Maternal Diagnosis:9ccs189:Prev c-sectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 275 | OR_unadj: 1.564 [1.125 2.174] | indivs AUC:0.589
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:1.000
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.327
Maternal Diagnosis:9ccs176:Contraceptiv:0.239
MatDeliveryAge:0.175
Maternal Diagnosis:9ccs168:PID:0.156
Maternal Diagnosis:9ccs190:Fetal distrs:-0.147
Maternal Diagnosis:9ccs185:Long pregncy:-0.140
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.110
Maternal Lab History: 1 HOUR-postPregnancy:-0.103
Newborn Diagnosis:9ccs224:Ot perint dx:-0.101
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Maternal Lab History: GFR in African American-postPregnancy:-0.152
Maternal Lab History: GFR Calculation-postPregnancy:-0.152
Diagnosis:9ccs136:Teeth dx:0.143
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.142
Maternal Lab History: MONOCYTE-otherPregnancy:0.120
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.104
Maternal Lab History: MONOCYTE-postPregnancy:0.103
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.097
Diagnosis:9ccs239:Superfic inj:0.096
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 125 | OR_unadj: 0.504 [0.180 1.416] | indivs AUC:0.477
Correlated most with:
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:1.000
Maternal Procedure History:90658-postPregnancy:-0.174
Maternal Lab History: POTASSIUM-postPregnancy:-0.145
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:-0.123
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.118
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:-0.113
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.113
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:0.108
Maternal Lab History: RDW-postPregnancy:-0.104
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.100
Maternal Lab History: POLYS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.504 [0.180 1.416] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: POLYS-otherPregnancy:1.000
Maternal Lab History: MONOS-otherPregnancy:-0.542
Maternal Lab History: LYMPHOCYTE-otherPregnancy:-0.392
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.281
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.275
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.269
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.263
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.257
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.249
Maternal Lab History: BASOPHIL-otherPregnancy:-0.201
Maternal Lab History: CHOLESTEROL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 126 | OR_unadj: 1.741 [0.922 3.285] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: CHOLESTEROL-postPregnancy:1.000
Maternal Lab History: LDL-postPregnancy:0.699
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.420
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.397
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.390
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.331
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.287
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.276
Maternal Lab History: VLDL-postPregnancy:0.240
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.211
Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: HERPES II IgG-postPregnancy:0.102
Maternal Lab History: FERRITIN-postPregnancy:0.085
Maternal Lab History: UIBC-postPregnancy:-0.082
Maternal Lab History: POTASSIUM-postPregnancy:0.081
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.077
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.077
Maternal Procedure History:90471-otherPregnancy:0.073
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.072
Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs125:Bronchitis:0.241
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs122:Pneumonia:0.211
Number of Visits:0.184
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs126:Ot up rsp in:0.130
Diagnosis:9ccs7:Viral infect:0.112
Diagnosis:9ccs127:COPD:0.109
Maternal Lab History: GAMMA GT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 104 | OR_unadj: 0.446 [0.105 1.896] | indivs AUC:0.473
Correlated most with:
Maternal Lab History: GAMMA GT-postPregnancy:1.000
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.327
Maternal Lab History: AST-postPregnancy:0.292
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.284
Maternal Lab History: ALT-postPregnancy:0.260
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.248
Maternal Lab History: PO2-postPregnancy:0.235
Maternal Lab History: AST (SGOT)-postPregnancy:0.227
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.226
Maternal Lab History: GAMMA GT-otherPregnancy:0.220
Maternal Lab History: ANION GAP-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 82 | OR_unadj: 1.075 [0.499 2.318] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: ANION GAP-postPregnancy:1.000
Maternal Lab History: ANION GAP-otherPregnancy:0.357
Maternal Lab History: T-3(Total)-postPregnancy:0.208
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.191
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.187
Maternal Procedure History:86580-postPregnancy:0.172
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.171
Maternal Procedure History:S9470-otherPregnancy:0.165
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.143
Maternal Lab History: HERPES I IgG-postPregnancy:-0.141
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 392 | OR_unadj: 0.897 [0.650 1.238] | indivs AUC:0.469
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.627
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.410
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.410
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.406
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.392
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.382
Maternal Lab History: CREATININE-postPregnancy:-0.334
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.330
Maternal Lab History: CREATININE-otherPregnancy:-0.327
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 144 | OR_unadj: 0.958 [0.591 1.554] | indivs AUC:0.520
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:1.000
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.368
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.358
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.357
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.307
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.305
Maternal Lab History: CREATININE-postPregnancy:-0.288
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.270
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.267
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.266
Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.211
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.164
Diagnosis:9ccs133:Oth low resp:0.161
Diagnosis:9ccs127:COPD:0.147
Diagnosis:9ccs92:Otitis media:0.145
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.111
Diagnosis:9ccs59:Anemia:0.103
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs7:Viral infect:0.127
Number of Visits:0.109
Diagnosis:9ccs92:Otitis media:0.103
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.090
Maternal Lab History: GLOBULIN-otherPregnancy:0.089
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.083
Diagnosis:9ccs197:Skin infectn:0.083
Diagnosis:9ccs136:Teeth dx:0.078
Diagnosis:9ccs126:Ot up rsp in:0.077
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:1.000
Maternal Procedure History:81025-otherPregnancy:0.317
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.228
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.213
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.192
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.174
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.174
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.172
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.172
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.166
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.143
Maternal Lab History: TP VOLUME-otherPregnancy:0.135
Maternal Lab History: 3 HOUR-postPregnancy:0.132
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.123
Lab:292495 LEAD LEVEL - Sunrise:-0.097
Diagnosis:9ccs127:COPD:0.097
Diagnosis:9ccs92:Otitis media:0.094
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.084
Maternal Lab History: INR-postPregnancy:0.080
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.284
Diagnosis:9ccs217:Ot cong anom:0.181
Diagnosis:9ccs155:Other GI dx:0.113
Diagnosis:9ccs90:Eye infectn:0.101
Number of Visits:0.095
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.093
Diagnosis:9ccs10:Immuniz/scrn:0.086
Diagnosis:9ccs253:Allergy:0.080
Diagnosis:9ccs239:Superfic inj:0.079
Maternal Lab History: ESTRIOL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 91 | OR_unadj: 0.851 [0.329 2.200] | indivs AUC:0.475
Correlated most with:
Maternal Lab History: ESTRIOL-otherPregnancy:1.000
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.555
Maternal Lab History: AFP-otherPregnancy:0.289
Maternal Procedure History:J7300-postPregnancy:0.258
Maternal Procedure History:58300-postPregnancy:0.227
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.212
Maternal Lab History: ESTRIOL-postPregnancy:0.199
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.168
Maternal Lab History: RBC-otherPregnancy:-0.161
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.161
* Maternal Lab History: TRIGLYCERIDE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 126 | OR_unadj: 2.633 [1.381 5.022] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: TRIGLYCERIDE-postPregnancy:1.000
Maternal Lab History: VLDL-postPregnancy:0.763
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.672
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.403
Maternal Lab History: CHOLESTEROL-postPregnancy:0.390
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.364
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.265
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.237
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.229
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.227
Maternal Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs238:Complic proc:1.000
Maternal Lab History: PTT-otherPregnancy:-0.240
Maternal Lab History: PT-otherPregnancy:-0.205
Maternal Diagnosis:9ccs84:Headache/mig:0.132
Diagnosis:9ccs214:GI cong anom:0.113
Maternal Lab History: INR-otherPregnancy:-0.112
Diagnosis:9ccs244:Other injury:0.099
Diagnosis:9ccs122:Pneumonia:0.098
Diagnosis:9ccs215:gu cong anom:0.097
Maternal Lab History: URIC ACID-otherPregnancy:-0.094
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.195
Diagnosis:9ccs143:Abdom hernia:0.131
Diagnosis:9ccs208:Acq foot def:0.129
Diagnosis:9ccs217:Ot cong anom:0.112
Newborn Diagnosis:9ccs200:Oth skin dx:0.108
Maternal Procedure History:90658-postPregnancy:0.102
Maternal Procedure History:87880-postPregnancy:0.101
Maternal Diagnosis:9ccs46:Bnign ut neo:0.100
Diagnosis:9ccs216:Nerv cong an:0.100
Maternal Diagnosis:9ccs184:Early labor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 1.521 [0.923 2.509] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.722
Diagnosis:9ccs219:Low birth wt:0.435
Newborn Diagnosis:9ccs256:Exam/eval:0.225
Newborn Diagnosis:9ccs222:Perint jaund:0.207
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.201
Newborn Diagnosis:9ccs221:Resp distres:0.201
Newborn Diagnosis:9ccs253:Allergy:0.176
Maternal Diagnosis:9ccs98:HTN:0.153
Maternal Diagnosis:9ccs182:Hemorr preg:0.152
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 1.189 [0.401 3.524] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.441
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.329
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.271
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.235
Maternal Procedure History:99000-otherPregnancy:-0.234
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.233
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.221
Maternal Lab History: CREATININE-otherPregnancy:-0.216
Maternal Lab History: 2 HOUR-postPregnancy:0.208
Maternal Lab History: PH-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 0.294 [0.039 2.204] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: PH-postPregnancy:1.000
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.319
Maternal Procedure History:J1055-postPregnancy:-0.224
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.208
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.199
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.184
Maternal Procedure History:97140-postPregnancy:0.179
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.177
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.177
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.177
Maternal Lab History: BETA-HCG QUANT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-postPregnancy:1.000
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.227
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:-0.215
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.214
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.189
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.170
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.149
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.143
Maternal Procedure History:90472-postPregnancy:-0.136
Maternal Lab History: A/G-otherPregnancy:0.135
* Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 91 | OR_unadj: 4.468 [1.938 10.303] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:1.000
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.221
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.166
Maternal Lab History: LDH-otherPregnancy:0.160
Maternal Lab History: FIBRINOGEN-postPregnancy:0.147
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.141
Maternal Lab History: MCH-otherPregnancy:-0.120
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.114
Maternal Lab History: PTT-otherPregnancy:-0.114
Maternal Lab History: BASOPHIL-otherPregnancy:0.111
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Diagnosis:9ccs133:Oth low resp:0.166
Number of Visits:0.148
Diagnosis:9ccs122:Pneumonia:0.147
Diagnosis:9ccs240:Burns:0.117
Diagnosis:9ccs125:Bronchitis:0.115
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.115
Maternal Lab History: POLYS-otherPregnancy:-0.111
Diagnosis:9ccs128:Asthma:0.109
Diagnosis:9ccs126:Ot up rsp in:0.108
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 111 | OR_unadj: 1.020 [0.598 1.741] | indivs AUC:0.489
Correlated most with:
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.316
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.306
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.276
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.251
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.223
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.223
Maternal Lab History: CREATININE-postPregnancy:-0.221
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.209
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.198
Maternal Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 40 | OR_unadj: 0.801 [0.311 2.064] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs128:Asthma:1.000
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.249
Maternal Diagnosis:9ccs181:Ot preg comp:0.219
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.216
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.157
Maternal Procedure History:36416-postPregnancy:0.146
Maternal Diagnosis:9ccs155:Other GI dx:0.135
Maternal Procedure History:81025-otherPregnancy:0.134
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.129
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.114
Maternal Lab History: FERRITIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: FERRITIN-postPregnancy:1.000
Maternal Lab History: HERPES II IgG-postPregnancy:0.743
Maternal Lab History: UIBC-postPregnancy:-0.731
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.335
Maternal Lab History: BICARBONATE-postPregnancy:0.317
Maternal Lab History: O2 SATURATION-postPregnancy:-0.309
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.223
Maternal Lab History: IRON-postPregnancy:0.195
Maternal Lab History: PO2-postPregnancy:-0.182
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.141
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 256 | OR_unadj: 1.051 [0.728 1.517] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.918
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.883
Maternal Lab History: CREATININE-otherPregnancy:-0.725
Maternal Procedure History:99000-otherPregnancy:-0.508
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.478
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.475
Maternal Procedure History:90656-otherPregnancy:-0.470
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.422
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.382
Maternal Procedure History:90471-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.515
Correlated most with:
Maternal Procedure History:90471-otherPregnancy:1.000
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.186
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.167
Maternal Procedure History:81000-otherPregnancy:0.157
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.156
Maternal Procedure History:99401-otherPregnancy:0.149
Maternal Lab History: HERPES II IgG-otherPregnancy:0.138
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.137
Maternal Lab History: ANION GAP-postPregnancy:0.135
Maternal Procedure History:99401-postPregnancy:0.134
* Maternal Diagnosis:9ccs176:Contraceptiv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 165 | OR_unadj: 1.666 [1.121 2.475] | indivs AUC:0.559
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv:1.000
MatDeliveryAge:0.265
Maternal Diagnosis:9ccs189:Prev c-sectn:0.239
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.155
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.142
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.140
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.138
Maternal Diagnosis:9ccs186:DM in preg:0.135
Maternal Lab History: CREATININE-otherPregnancy:0.126
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.123
Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.145
Maternal Procedure History:97014-postPregnancy:0.127
Maternal Lab History: AFP-otherPregnancy:0.112
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.103
Maternal Lab History: PT-postPregnancy:-0.093
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.093
Newborn Diagnosis:9ccs0:No DX:-0.088
Maternal Procedure History:97110-postPregnancy:0.087
Maternal Lab History: AMYLASE-postPregnancy:0.086
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.085
Maternal Procedure History:99401-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 246 | OR_unadj: 1.278 [0.742 2.202] | indivs AUC:0.523
Correlated most with:
Maternal Procedure History:99401-otherPregnancy:1.000
Maternal Procedure History:86703-otherPregnancy:0.403
Maternal Procedure History:99401-postPregnancy:0.398
Maternal Procedure History:81000-otherPregnancy:0.329
Maternal Procedure History:86703-postPregnancy:0.222
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.193
Maternal Procedure History:96372-otherPregnancy:0.155
Maternal Procedure History:36415-otherPregnancy:0.150
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.150
Maternal Procedure History:90471-otherPregnancy:0.149
Maternal Procedure History:36415-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 133 | OR_unadj: 0.938 [0.323 2.726] | indivs AUC:0.475
Correlated most with:
Maternal Procedure History:36415-postPregnancy:1.000
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.260
Maternal Lab History: HERPES I IgG-postPregnancy:0.247
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.230
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.230
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.223
Maternal Procedure History:36415-otherPregnancy:0.214
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.189
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.185
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.180
Maternal Lab History: BUN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 117 | OR_unadj: 1.588 [0.846 2.979] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: BUN-postPregnancy:1.000
Maternal Lab History: SODIUM-postPregnancy:0.311
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.239
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.229
Maternal Lab History: BUN-otherPregnancy:0.200
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.183
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.174
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.171
Maternal Lab History: ALBUMIN-postPregnancy:0.167
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.165
Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.131
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.121
Number of Visits:0.120
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.111
Maternal Lab History: LDH-postPregnancy:0.104
Diagnosis:9ccs163:Other GU dx:0.101
Maternal Diagnosis:9ccs238:Complic proc:0.099
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.096
Maternal Lab History: 1 HOUR-postPregnancy:-0.096
Maternal Procedure History:86703-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.521
Correlated most with:
Maternal Procedure History:86703-postPregnancy:1.000
Maternal Procedure History:99401-postPregnancy:0.481
Maternal Procedure History:86703-otherPregnancy:0.446
Maternal Lab History: A/G-otherPregnancy:-0.305
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.295
Maternal Lab History: GLOBULIN-otherPregnancy:0.270
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.266
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.254
Maternal Lab History: URIC ACID-otherPregnancy:0.231
Maternal Procedure History:99401-otherPregnancy:0.222
Maternal Lab History: INHIBIN A MOM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 0.851 [0.329 2.200] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: INHIBIN A MOM-otherPregnancy:1.000
Maternal Lab History: hCG MoM-otherPregnancy:0.430
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.316
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.276
Maternal Lab History: BILE ACIDS-otherPregnancy:0.252
Maternal Lab History: AFP-otherPregnancy:0.244
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.234
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.213
Maternal Lab History: GAMMA GT-otherPregnancy:0.207
Maternal Procedure History:36415-otherPregnancy:-0.205
Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Number of Visits:0.166
Diagnosis:9ccs113:Late eff CVD:0.141
Diagnosis:9ccs126:Ot up rsp in:0.123
Diagnosis:9ccs74:Ot mentl cnd:0.111
Diagnosis:9ccs155:Other GI dx:0.100
Diagnosis:9ccs257:Ot aftercare:0.099
Diagnosis:9ccs135:Intest infct:0.095
Diagnosis:9ccs239:Superfic inj:0.090
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.087
Maternal Lab History: VLDL-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 2.139 [0.829 5.519] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: VLDL-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.763
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.512
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.383
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.336
Maternal Lab History: AST (SGOT)-postPregnancy:0.302
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.290
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.286
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.269
Maternal Lab History: CHOLESTEROL-postPregnancy:0.240
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 87 | OR_unadj: 0.347 [0.083 1.457] | indivs AUC:0.460
Correlated most with:
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.195
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.183
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.181
Maternal Lab History: URINE KETONES-postPregnancy:0.177
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:-0.175
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.171
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.135
Maternal Lab History: PT-postPregnancy:0.117
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.117
Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:1.000
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.192
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.120
Diagnosis:9ccs62:Coag/hemr dx:0.120
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.117
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.109
Maternal Procedure History:36415-postPregnancy:0.100
Diagnosis:9ccs204:Ot joint dx:0.100
Diagnosis:9ccs242:Poisn ot med:0.100
Diagnosis:9ccs175:Ot femal gen:0.100
Maternal Lab History: URINE KETONES-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 74 | OR_unadj: nan [ nan nan] | indivs AUC:0.487
Correlated most with:
Maternal Lab History: URINE KETONES-postPregnancy:1.000
Maternal Lab History: URINE KETONES-otherPregnancy:0.368
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.292
Maternal Lab History: PTT-otherPregnancy:0.232
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.216
Maternal Lab History: URINE PROTEIN-postPregnancy:0.206
Maternal Lab History: INR-otherPregnancy:0.180
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.177
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.160
Maternal Lab History: PT-otherPregnancy:0.158
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.446 [0.105 1.896] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:1.000
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.507
Maternal Lab History: APF MoM-postPregnancy:0.286
Maternal Lab History: INHMOM-postPregnancy:0.224
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.223
Maternal Lab History: ESTRIOL-postPregnancy:0.156
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.149
Maternal Lab History: NT MoM-postPregnancy:0.148
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.145
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.136
Maternal Lab History: hCG MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 101 | OR_unadj: 0.542 [0.193 1.528] | indivs AUC:0.515
Correlated most with:
Maternal Lab History: hCG MoM-otherPregnancy:1.000
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.789
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.430
Maternal Lab History: WEIGHT-otherPregnancy:-0.320
Maternal Lab History: HCG-otherPregnancy:0.281
Maternal Lab History: BETA HCG FREE-postPregnancy:0.244
Maternal Lab History: hCG MoM-postPregnancy:0.244
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.174
Maternal Lab History: INHIBIN A MOM-postPregnancy:0.153
Maternal Lab History: HEMOGLOBIN A2-postPregnancy:0.146
Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs167:Breast dx:1.000
Maternal Lab History: HCG-postPregnancy:0.127
Maternal Lab History: Varicella IgG-postPregnancy:-0.108
Maternal Diagnosis:9ccs163:Other GU dx:0.104
Diagnosis:9ccs48:Thyroid dsor:0.104
Maternal Diagnosis:9ccs5:HIV infectn:0.104
Maternal Lab History: AST-otherPregnancy:0.100
Maternal Lab History: INHMOM-postPregnancy:0.098
Diagnosis:9ccs204:Ot joint dx:0.096
Diagnosis:9ccs242:Poisn ot med:0.096
* Maternal Lab History: 1 HOUR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 4.562 [1.217 17.105] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: 1 HOUR-otherPregnancy:1.000
Maternal Lab History: 2 HOUR-otherPregnancy:0.603
Maternal Lab History: 3 HOUR-otherPregnancy:0.490
Maternal Lab History: 1 HOUR-postPregnancy:0.448
Maternal Lab History: FASTING-postPregnancy:0.402
Maternal Lab History: FASTING-otherPregnancy:0.378
Maternal Lab History: 2 HOUR-postPregnancy:0.365
Maternal Lab History: URIC ACID-otherPregnancy:0.310
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.294
Maternal Lab History: 1/2 HOUR-postPregnancy:0.260
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.284
Diagnosis:9ccs217:Ot cong anom:0.259
Diagnosis:9ccs62:Coag/hemr dx:0.150
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.135
Diagnosis:9ccs138:Esophgeal dx:0.117
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.113
Diagnosis:9ccs212:Ot bone dx:0.090
Diagnosis:9ccs205:Back problem:0.090
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.082
Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.180
Diagnosis:9ccs94:Other ear dx:0.141
Maternal Procedure History:97001-postPregnancy:0.141
Number of Visits:0.138
Diagnosis:9ccs83:Epilepsy/cnv:0.113
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.098
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.087
Maternal Diagnosis:9ccs69:Affective dx:0.087
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.083
Maternal Lab History: A/G-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 0.522 [0.159 1.719] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: A/G-postPregnancy:1.000
Maternal Lab History: GLOBULIN-postPregnancy:-0.864
Maternal Lab History: A/G-otherPregnancy:0.324
Maternal Lab History: GLOBULIN-otherPregnancy:-0.258
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.256
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.252
Maternal Lab History: ALBUMIN-postPregnancy:0.235
Maternal Lab History: URIC ACID-otherPregnancy:-0.234
Diagnosis:9ccs76:Meningitis:-0.229
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.224
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 1.128 [0.324 3.925] | indivs AUC:0.520
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:1.000
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.409
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.309
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.288
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.231
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.217
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.207
Maternal Lab History: T-3(Total)-postPregnancy:-0.204
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.188
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.186
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 1.473 [0.635 3.420] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:1.000
Maternal Lab History: LDL-otherPregnancy:0.325
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.299
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.287
Maternal Procedure History:86703-postPregnancy:0.254
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.251
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.240
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.237
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.224
Maternal Lab History: A/G-otherPregnancy:-0.207
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.469
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs258:Other screen:0.143
Diagnosis:9ccs7:Viral infect:0.130
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs140:Gastritis:0.096
Number of Visits:0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs197:Skin infectn:0.088
Maternal Lab History: ALT-otherPregnancy:0.084
Diagnosis:9ccs126:Ot up rsp in:0.082
Maternal Procedure History:81025-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.470
Correlated most with:
Maternal Procedure History:81025-otherPregnancy:1.000
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.317
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.311
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.306
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.306
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.269
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.260
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.244
Maternal Lab History: 3 HOUR-otherPregnancy:-0.237
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.212
Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Maternal Procedure History:87880-postPregnancy:0.167
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.121
Diagnosis:9ccs47:Ot bnign neo:0.115
Number of Visits:0.112
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.111
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.111
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.103
Maternal Lab History: LIPASE-postPregnancy:-0.099
Maternal Lab History: ALT-postPregnancy:0.098
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 238 | OR_unadj: 0.754 [0.498 1.140] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.607
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.478
Maternal Lab History: CREATININE-postPregnancy:-0.467
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.428
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.358
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.333
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.330
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.327
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.323
Maternal Lab History: ALBUMIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 217 | OR_unadj: 1.064 [0.613 1.847] | indivs AUC:0.482
Correlated most with:
Maternal Lab History: ALBUMIN-otherPregnancy:1.000
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.796
Maternal Lab History: CALCIUM-otherPregnancy:0.634
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:0.345
Maternal Lab History: RBC-otherPregnancy:0.333
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.292
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.267
Maternal Lab History: CHLORIDE-otherPregnancy:-0.244
Maternal Lab History: ALBUMIN-postPregnancy:0.235
Maternal Lab History: Alk Phos-otherPregnancy:-0.216
Maternal Diagnosis:9ccs159:UTI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.756 [0.357 1.602] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs159:UTI-postPregnancy:1.000
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.302
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.264
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.258
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.236
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.232
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.230
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.225
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.217
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.212
Maternal Lab History: GLOBULIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: 1.025 [0.425 2.471] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: GLOBULIN-postPregnancy:1.000
Maternal Lab History: A/G-postPregnancy:-0.864
Maternal Lab History: GLOBULIN-otherPregnancy:0.326
Maternal Lab History: A/G-otherPregnancy:-0.264
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.233
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.224
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.208
Maternal Lab History: URIC ACID-otherPregnancy:0.192
Diagnosis:9ccs76:Meningitis:0.188
Maternal Procedure History:86703-postPregnancy:0.188
Maternal Procedure History:J1055-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.514
Correlated most with:
Maternal Procedure History:J1055-postPregnancy:1.000
Maternal Procedure History:90772-postPregnancy:0.767
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.456
Maternal Procedure History:90746-postPregnancy:-0.363
Maternal Procedure History:81025-postPregnancy:0.361
Maternal Lab History: UREA NITROGEN-postPregnancy:0.319
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.264
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.232
Maternal Lab History: PH-postPregnancy:-0.224
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.197
Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.126
Diagnosis:9ccs89:Blindness:0.117
Diagnosis:9ccs238:Complic proc:0.112
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.111
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.108
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.106
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.105
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.100
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.099
Maternal Procedure History:90656-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 68 | OR_unadj: nan [ nan nan] | indivs AUC:0.510
Correlated most with:
Maternal Procedure History:90656-postPregnancy:1.000
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.271
Maternal Procedure History:97001-postPregnancy:0.233
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.197
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.192
Maternal Diagnosis:9ccs6:Hepatitis:0.146
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.146
Maternal Lab History: UREA NITROGEN-postPregnancy:0.145
Maternal Lab History: IRON-postPregnancy:0.128
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.120
Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs61:Sickle cell:0.111
Diagnosis:9ccs96:Hrt valve dx:0.096
Diagnosis:9ccs242:Poisn ot med:0.093
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.089
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.085
Maternal Diagnosis:9ccs61:Sickle cell:0.078
Diagnosis:9ccs134:Ot uppr resp:0.077
Diagnosis:9ccs55:Fluid/elc dx:0.076
Diagnosis:9ccs250:Nausea/vomit:0.075
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:1.000
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.240
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.235
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.235
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.225
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.221
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.219
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.216
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.208
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.202
Maternal Lab History: URINE UROBILINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 65 | OR_unadj: 1.128 [0.324 3.925] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:1.000
Maternal Lab History: URINE SPEC GRAVITY-postPregnancy:0.226
Maternal Lab History: PT-postPregnancy:0.148
Maternal Lab History: INR-postPregnancy:0.142
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.127
Diagnosis:9ccs234:Crush injury:0.121
Maternal Procedure History:90658-postPregnancy:-0.118
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.093
Maternal Procedure History:96372-postPregnancy:0.092
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.087
Maternal Diagnosis:9ccs253:Allergy-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 39 | OR_unadj: 1.468 [0.667 3.232] | indivs AUC:0.515
Correlated most with:
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:1.000
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.302
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.300
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.292
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.291
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.229
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.219
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.210
Maternal Lab History: FREE T-4-postPregnancy:0.206
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.205
* Maternal Lab History: 3 HOUR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 4.562 [1.217 17.105] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: 3 HOUR-otherPregnancy:1.000
Maternal Lab History: 2 HOUR-otherPregnancy:0.589
Maternal Lab History: 1 HOUR-otherPregnancy:0.490
Maternal Lab History: 2 HOUR-postPregnancy:0.416
Maternal Procedure History:99211-otherPregnancy:0.344
Maternal Lab History: 1 HOUR-postPregnancy:0.336
Maternal Procedure History:81025-otherPregnancy:-0.237
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.234
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.230
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.227
Maternal Procedure History:90656-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Maternal Procedure History:90656-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.470
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.461
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.434
Maternal Lab History: CREATININE-otherPregnancy:0.386
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:-0.293
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.278
Maternal Procedure History:99000-otherPregnancy:0.271
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.252
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.251
Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:0.196
Maternal Diagnosis:9ccs49:DiabMel no c:0.121
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.108
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.106
Maternal Lab History: RUBELLA-postPregnancy:-0.103
Diagnosis:9ccs214:GI cong anom:0.093
Diagnosis:9ccs4:Mycoses:0.087
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.082
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.074
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.070
Maternal Lab History: LDL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 66 | OR_unadj: 2.065 [0.953 4.477] | indivs AUC:0.488
Correlated most with:
Maternal Lab History: LDL-postPregnancy:1.000
Maternal Lab History: CHOLESTEROL-postPregnancy:0.699
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.330
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.305
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.296
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.278
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.264
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.211
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.205
Maternal Lab History: AST-postPregnancy:0.180
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.802 [0.238 2.710] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.283
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.253
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.251
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.245
Maternal Lab History: LIPASE-postPregnancy:-0.240
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.239
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.238
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.226
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.214
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.498
Correlated most with:
Newborn Diagnosis:9ccs223:Birth trauma:1.000
Maternal Procedure History:36416-postPregnancy:0.211
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.198
Diagnosis:9ccs223:Birth trauma:0.196
Maternal Diagnosis:9ccs188:Pelvic obstr:0.153
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.126
Maternal Lab History: FREE T-4-postPregnancy:-0.115
Diagnosis:9ccs153:GI hemorrhag:0.102
Diagnosis:9ccs47:Ot bnign neo:0.099
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.098
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 1.375 [0.739 2.558] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:1.000
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.357
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.293
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.278
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.266
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.238
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.237
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.236
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.227
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.221
Maternal Lab History: AFP-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 0.657 [0.231 1.868] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: AFP-otherPregnancy:1.000
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.412
Maternal Lab History: ESTRIOL-otherPregnancy:0.289
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.244
Maternal Lab History: AFP-postPregnancy:0.209
Maternal Lab History: WEIGHT-otherPregnancy:-0.167
Maternal Lab History: hCG MoM-otherPregnancy:0.127
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.125
Maternal Lab History: RUBELLA-otherPregnancy:-0.123
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.121
Maternal Lab History: BUN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.873 [0.389 1.957] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: BUN-otherPregnancy:1.000
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.334
Maternal Lab History: GFR Calculation-otherPregnancy:-0.265
Maternal Lab History: GFR in African American-otherPregnancy:-0.265
Maternal Lab History: HCG-otherPregnancy:0.202
Maternal Lab History: BUN-postPregnancy:0.200
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.161
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.161
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.157
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.147
Maternal Lab History: INHMOM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.331 [0.444 3.987] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: INHMOM-postPregnancy:1.000
Maternal Lab History: APF MoM-postPregnancy:0.367
Maternal Lab History: HCG-postPregnancy:0.271
Maternal Lab History: hCG MoM-postPregnancy:0.268
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.261
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.224
Maternal Lab History: PAPP-A-postPregnancy:0.217
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.209
Maternal Lab History: ESTRIOL-postPregnancy:0.175
Maternal Lab History: GAMMA GT-postPregnancy:0.160
Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Lab:292495 LEAD LEVEL - Sunrise:-0.414
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.213
Maternal Lab History: TP PERIOD-postPregnancy:0.213
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.205
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.138
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.138
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.138
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.137
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.125
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 2.591 [0.893 7.522] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:1.000
Maternal Lab History: RUBELLA-otherPregnancy:0.205
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.192
Maternal Lab History: PT-otherPregnancy:0.181
Maternal Lab History: PTT-otherPregnancy:0.173
Maternal Lab History: COLONY COUNT-otherPregnancy:0.171
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.171
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.166
Maternal Procedure History:86580-otherPregnancy:0.144
Maternal Lab History: CHLORIDE-otherPregnancy:-0.144
* Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 3.054 [1.346 6.929] | indivs AUC:0.527
Correlated most with:
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:1.000
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:-0.189
Maternal Lab History: LDH-otherPregnancy:-0.155
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:-0.151
Maternal Procedure History:86703-postPregnancy:-0.129
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.120
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:-0.117
Maternal Lab History: PO2-postPregnancy:0.110
Maternal Lab History: HPV DNA/HIGH RISK-postPregnancy:0.108
Maternal Lab History: 2 HOUR-otherPregnancy:0.105
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:1.000
Maternal Lab History: NT MoM-postPregnancy:0.447
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.286
Maternal Lab History: PAPP-A-postPregnancy:-0.271
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.221
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.167
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.151
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.142
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.136
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.134
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.485
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.722
Diagnosis:9ccs219:Low birth wt:0.413
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.312
Newborn Diagnosis:9ccs256:Exam/eval:0.306
Newborn Diagnosis:9ccs221:Resp distres:0.272
Newborn Diagnosis:9ccs222:Perint jaund:0.264
Newborn Diagnosis:9ccs253:Allergy:0.240
Maternal Diagnosis:9ccs182:Hemorr preg:0.151
Maternal Diagnosis:9ccs183:HTN in preg:0.144
Maternal Lab History: AST (SGOT)-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 79 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.475
Correlated most with:
Maternal Lab History: AST (SGOT)-postPregnancy:1.000
Maternal Lab History: VLDL-postPregnancy:0.302
Maternal Lab History: ALT-postPregnancy:0.245
Maternal Lab History: GAMMA GT-postPregnancy:0.227
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.220
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.220
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.217
Maternal Lab History: GLUCOSE-postPregnancy:0.212
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.208
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:-0.197
Maternal Procedure History:90649-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.498
Correlated most with:
Maternal Procedure History:90649-postPregnancy:1.000
Maternal Procedure History:90471-postPregnancy:0.530
Maternal Procedure History:90472-postPregnancy:0.233
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.191
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:-0.161
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.159
Maternal Lab History: MUMPS IGG-postPregnancy:-0.159
Maternal Lab History: UIBC-postPregnancy:0.153
Maternal Lab History: GLUCOSE-postPregnancy:-0.148
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.145
Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs8:Oth infectns:1.000
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.114
Maternal Lab History: eGFR-postPregnancy:0.114
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.113
Maternal Lab History: UIBC-postPregnancy:0.105
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.095
Maternal Lab History: HCG-otherPregnancy:0.088
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.087
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.085
Diagnosis:9ccs253:Allergy:0.085
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.240
Number of Visits:0.160
Diagnosis:9ccs257:Ot aftercare:0.118
Diagnosis:9ccs74:Ot mentl cnd:0.115
Diagnosis:9ccs125:Bronchitis:0.113
Diagnosis:9ccs92:Otitis media:0.106
Diagnosis:9ccs163:Other GU dx:0.106
Diagnosis:9ccs63:Wht blood dx:0.099
Diagnosis:9ccs59:Anemia:0.096
Maternal Procedure History:86580-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: nan [ nan nan] | indivs AUC:0.515
Correlated most with:
Maternal Procedure History:86580-postPregnancy:1.000
Maternal Procedure History:90746-postPregnancy:0.384
Maternal Procedure History:86580-otherPregnancy:0.267
Maternal Lab History: RUBELLA-postPregnancy:0.183
Maternal Diagnosis:9ccs61:Sickle cell:0.177
Newborn Diagnosis:9ccs221:Resp distres:0.174
Maternal Lab History: ANION GAP-postPregnancy:0.172
Maternal Procedure History:90658-postPregnancy:0.169
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.146
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.141
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.329 [0.044 2.481] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.180
Maternal Lab History: GLOBULIN-otherPregnancy:0.171
Maternal Lab History: FASTING-otherPregnancy:0.169
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.142
Lab:323825 STREP SCREEN THROAT - Sunrise:0.136
Maternal Lab History: 1 HOUR-otherPregnancy:0.128
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:-0.126
Maternal Procedure History:97112-postPregnancy:-0.125
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.123
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 310 | OR_unadj: 0.947 [0.669 1.342] | indivs AUC:0.489
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.887
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.883
Maternal Lab History: CREATININE-otherPregnancy:-0.790
Maternal Procedure History:99000-otherPregnancy:-0.553
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.542
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.503
Maternal Procedure History:90656-otherPregnancy:-0.461
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.447
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.410
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 41 | OR_unadj: 0.283 [0.068 1.180] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:1.000
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.322
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.226
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.210
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.204
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.199
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.198
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.191
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.187
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.185
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:-0.137
Diagnosis:9ccs242:Poisn ot med:-0.137
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.128
Diagnosis:9ccs251:Abdomnl pain:-0.100
Diagnosis:9ccs167:Breast dx:-0.097
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.088
Newborn Diagnosis:9ccs213:Cardiac anom:0.085
Maternal Lab History: eGFR-postPregnancy:-0.081
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.078
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.077
Maternal Lab History: MONOS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 88 | OR_unadj: 0.864 [0.299 2.498] | indivs AUC:0.519
Correlated most with:
Maternal Lab History: MONOS-otherPregnancy:1.000
Maternal Lab History: POLYS-otherPregnancy:-0.542
Maternal Lab History: MONOS-postPregnancy:0.269
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.206
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.195
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.176
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.172
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.165
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.154
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.147
Maternal Lab History: APF MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 1.415 [0.469 4.266] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: APF MoM-postPregnancy:1.000
Maternal Lab History: INHMOM-postPregnancy:0.367
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.286
Maternal Lab History: ESTRIOL-postPregnancy:0.230
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.186
Maternal Lab History: PAPP-A MoM-postPregnancy:0.180
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.165
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.163
Maternal Lab History: hCG MoM-postPregnancy:0.146
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.120
Maternal Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.838 [0.705 11.421] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs61:Sickle cell:1.000
Diagnosis:9ccs61:Sickle cell:0.218
Maternal Procedure History:90746-postPregnancy:0.217
Maternal Procedure History:86580-postPregnancy:0.177
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.120
Maternal Diagnosis:9ccs181:Ot preg comp:0.115
Maternal Lab History: FREE T-4-postPregnancy:-0.089
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.087
Diagnosis:9ccs259:Unclassified:0.078
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.074
Maternal Lab History: PAPP-A MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.418 [0.574 3.504] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: PAPP-A MoM-postPregnancy:1.000
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.329
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.186
Maternal Lab History: APF MoM-postPregnancy:0.180
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.168
Maternal Procedure History:99401-postPregnancy:0.165
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.165
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.161
Maternal Procedure History:90658-postPregnancy:0.158
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.135
Maternal Procedure History:58300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.505
Correlated most with:
Maternal Procedure History:58300-postPregnancy:1.000
Maternal Procedure History:J7300-postPregnancy:0.859
Maternal Lab History: ESTRIOL-otherPregnancy:0.227
Diagnosis:9ccs2:Septicemia:0.191
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.173
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.148
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.140
Diagnosis:9ccs240:Burns:0.135
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.114
Diagnosis:9ccs234:Crush injury:0.098
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.466
Correlated most with:
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:1.000
Maternal Lab History: LDL-postPregnancy:0.330
Maternal Lab History: CHOLESTEROL-postPregnancy:0.287
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:-0.278
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.277
Maternal Lab History: MUMPS IGG-postPregnancy:0.249
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.244
Maternal Lab History: TP VOLUME-otherPregnancy:0.230
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.182
Maternal Lab History: FASTING-postPregnancy:-0.181
Maternal Lab History: HCG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: HCG-postPregnancy:1.000
Maternal Lab History: hCG MoM-postPregnancy:0.360
Maternal Lab History: INHMOM-postPregnancy:0.271
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.195
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.143
Maternal Lab History: PAPP-A-otherPregnancy:-0.138
Maternal Lab History: NT MoM-postPregnancy:0.136
Maternal Lab History: UIBC-postPregnancy:-0.135
Maternal Procedure History:90649-postPregnancy:-0.132
Diagnosis:9ccs167:Breast dx:0.127
Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.497
Correlated most with:
Newborn Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.280
Diagnosis:9ccs96:Hrt valve dx:0.220
Newborn Diagnosis:9ccs224:Ot perint dx:0.129
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.115
Maternal Diagnosis:9ccs172:Ovarian cyst:0.115
Diagnosis:9ccs211:Ot conn tiss:0.111
Maternal Lab History: Varicella IgG-postPregnancy:-0.108
Maternal Diagnosis:9ccs163:Other GU dx:0.104
Maternal Lab History: CALCIUM-otherPregnancy:-0.090
Maternal Lab History: MATERNAL WEIGHT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.492 [0.552 4.032] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:1.000
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.415
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.315
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.300
Maternal Lab History: INHMOM-postPregnancy:0.261
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.259
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.254
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.240
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.212
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.207
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.521
Correlated most with:
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:1.000
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.294
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.257
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.226
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.226
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.198
Maternal Lab History: CREATININE-postPregnancy:-0.190
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.189
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.186
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.181
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 103 | OR_unadj: 0.633 [0.249 1.612] | indivs AUC:0.485
Correlated most with:
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:1.000
Maternal Lab History: AFP-otherPregnancy:0.412
Maternal Lab History: BETA HCG FREE-otherPregnancy:-0.309
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.255
Maternal Lab History: ESTRIOL FREE-otherPregnancy:0.253
Maternal Lab History: MONOCYTE-otherPregnancy:0.228
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.219
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.212
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.170
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.165
Maternal Lab History: FASTING-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 40 | OR_unadj: 1.128 [0.324 3.925] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:1.000
Maternal Lab History: FASTING-postPregnancy:0.432
Maternal Lab History: 1 HOUR-otherPregnancy:0.378
Maternal Lab History: GLOBULIN-otherPregnancy:0.261
Maternal Lab History: 1/2 HOUR-postPregnancy:0.223
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.222
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.215
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.194
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.187
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.186
Maternal Lab History: PAPP-A-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: 1.177 [0.445 3.114] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: PAPP-A-postPregnancy:1.000
Maternal Lab History: INHMOM-otherPregnancy:0.284
Maternal Lab History: PAPP-A-otherPregnancy:0.272
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.271
Maternal Lab History: NT MoM-postPregnancy:-0.266
Maternal Lab History: APF MoM-otherPregnancy:0.237
Maternal Lab History: INHMOM-postPregnancy:0.217
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.185
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.181
Diagnosis:9ccs205:Back problem:0.158
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206
Maternal Procedure History:99211-otherPregnancy:0.164
Maternal Lab History: 2 HOUR-postPregnancy:0.144
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.127
Maternal Procedure History:97112-postPregnancy:0.126
Maternal Procedure History:97001-postPregnancy:0.096
Maternal Lab History: 3 HOUR-otherPregnancy:0.095
Maternal Lab History: 2 HOUR-otherPregnancy:0.095
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.093
Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.312
Diagnosis:9ccs213:Cardiac anom:0.310
Diagnosis:9ccs96:Hrt valve dx:0.230
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.153
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.120
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.119
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.113
Diagnosis:9ccs205:Back problem:0.091
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.088
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Diagnosis:9ccs217:Ot cong anom:0.154
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.143
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.115
Diagnosis:9ccs123:Influenza:0.115
Maternal Lab History: NT MoM-postPregnancy:-0.114
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.108
Maternal Procedure History:87880-postPregnancy:0.107
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.104
Maternal Lab History: TP VOLUME-postPregnancy:-0.100
Maternal Procedure History:99000-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: nan [ nan nan] | indivs AUC:0.480
Correlated most with:
Maternal Procedure History:99000-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.553
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.523
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.508
Maternal Lab History: CREATININE-otherPregnancy:0.462
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.314
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:-0.305
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:-0.281
Maternal Procedure History:90656-otherPregnancy:0.271
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:-0.260
Maternal Lab History: PH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: PH-otherPregnancy:1.000
Maternal Lab History: GFR Calculation-otherPregnancy:0.321
Maternal Lab History: GFR in African American-otherPregnancy:0.321
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.210
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.179
Maternal Lab History: GLOBULIN-otherPregnancy:-0.175
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.161
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.139
Maternal Lab History: A/G-otherPregnancy:0.135
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.132
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 260 | OR_unadj: 1.065 [0.740 1.532] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:1.000
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.918
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.887
Maternal Lab History: CREATININE-otherPregnancy:-0.732
Maternal Procedure History:99000-otherPregnancy:-0.523
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.498
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.493
Maternal Procedure History:90656-otherPregnancy:-0.434
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.410
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.392
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.522 [0.159 1.719] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:1.000
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.354
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.215
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.209
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.208
Maternal Procedure History:J1055-postPregnancy:0.184
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.180
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.180
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.178
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.175
Maternal Diagnosis:9ccs106:Dysrhythmia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 0.843 [0.249 2.858] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs106:Dysrhythmia:1.000
Maternal Lab History: APF MoM-otherPregnancy:0.154
Maternal Lab History: INHMOM-otherPregnancy:0.152
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.147
Maternal Diagnosis:9ccs181:Ot preg comp:0.128
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.123
Maternal Lab History: PAPP-A-otherPregnancy:0.106
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.088
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.088
Maternal Diagnosis:9ccs155:Other GI dx:0.088
Maternal Procedure History:96372-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.507
Correlated most with:
Maternal Procedure History:96372-postPregnancy:1.000
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.167
Diagnosis:9ccs175:Ot femal gen:0.141
Diagnosis:9ccs240:Burns:0.108
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.108
Maternal Lab History: RBC-postPregnancy:0.108
Maternal Procedure History:90649-postPregnancy:-0.097
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.092
Maternal Lab History: RBC-otherPregnancy:0.086
Maternal Procedure History:J1055-postPregnancy:-0.085
Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.492
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Diagnosis:9ccs59:Anemia:-0.165
Maternal Lab History: A/G-otherPregnancy:0.156
Maternal Lab History: A/G-postPregnancy:0.141
Maternal Lab History: GLOBULIN-otherPregnancy:-0.138
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.127
Maternal Lab History: GLOBULIN-postPregnancy:-0.121
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.120
Diagnosis:9ccs76:Meningitis:-0.120
Maternal Lab History: URIC ACID-otherPregnancy:-0.118
Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs223:Birth trauma:1.000
Newborn Diagnosis:9ccs223:Birth trauma:0.196
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.193
Maternal Lab History: TP PERIOD-postPregnancy:0.151
Maternal Procedure History:S9470-postPregnancy:0.149
Maternal Diagnosis:9ccs188:Pelvic obstr:0.148
Maternal Procedure History:87880-postPregnancy:0.145
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.145
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.128
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.095
Maternal Diagnosis:9ccs59:Anemia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 45 | OR_unadj: 0.863 [0.362 2.061] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:1.000
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.315
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.282
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.239
Maternal Lab History: CREATININE-postPregnancy:-0.214
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.194
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.193
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.190
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.185
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.182
Maternal Lab History: HEMOGLOBIN A-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.495
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.468
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:-0.262
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.256
Maternal Lab History: CARBON DIOXIDE-otherPregnancy:-0.254
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.203
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.197
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.194
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.189
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.187
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:1.000
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.339
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.300
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.251
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.228
Maternal Procedure History:36415-postPregnancy:0.223
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.210
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.206
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.203
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.193
Maternal Procedure History:86580-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 233 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.510
Correlated most with:
Maternal Procedure History:86580-otherPregnancy:1.000
Maternal Procedure History:86580-postPregnancy:0.267
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.222
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.172
Maternal Lab History: PT-postPregnancy:0.151
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.144
Maternal Lab History: PAPP-A-otherPregnancy:0.142
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.141
Maternal Lab History: AMYLASE-postPregnancy:-0.133
Maternal Lab History: LDH-otherPregnancy:0.129
Maternal Lab History: NO. OF FETUSES-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 173 | OR_unadj: nan [ nan nan] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: NO. OF FETUSES-postPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.397
Maternal Lab History: CREATININE-postPregnancy:0.342
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.287
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:-0.279
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.260
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:-0.257
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:-0.251
Maternal Lab History: CREATININE-otherPregnancy:0.247
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:-0.239
* Maternal Lab History: 2 HOUR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 3.799 [1.064 13.558] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: 2 HOUR-otherPregnancy:1.000
Maternal Lab History: 1 HOUR-otherPregnancy:0.603
Maternal Lab History: 3 HOUR-otherPregnancy:0.589
Maternal Lab History: 2 HOUR-postPregnancy:0.470
Maternal Lab History: 1 HOUR-postPregnancy:0.417
Maternal Procedure History:99211-otherPregnancy:0.324
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.246
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.227
Maternal Lab History: FASTING-postPregnancy:0.215
Maternal Lab History: CHLORIDE-otherPregnancy:0.208
Maternal Lab History: BETA HCG FREE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 86 | OR_unadj: 0.178 [0.024 1.313] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: BETA HCG FREE-otherPregnancy:1.000
Maternal Lab History: hCG MoM-otherPregnancy:0.789
Maternal Lab History: WEIGHT-otherPregnancy:-0.365
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.316
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.309
Maternal Lab History: BETA HCG FREE-postPregnancy:0.305
Maternal Lab History: hCG MoM-postPregnancy:0.240
Maternal Lab History: ESTRIOL FREE-otherPregnancy:-0.224
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.157
Maternal Lab History: GAMMA GT-otherPregnancy:0.154
Maternal Diagnosis:9ccs182:Hemorr preg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.279 [0.037 2.087] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs182:Hemorr preg:1.000
Maternal Diagnosis:9ccs184:Early labor:0.152
Newborn Diagnosis:9ccs219:Low birth wt:0.151
Diagnosis:9ccs63:Wht blood dx:0.148
Maternal Lab History: PTT-otherPregnancy:0.138
Newborn Diagnosis:9ccs256:Exam/eval:0.126
Maternal Lab History: URINE KETONES-otherPregnancy:0.103
Maternal Lab History: INR-otherPregnancy:0.100
Maternal Lab History: PT-otherPregnancy:0.090
Maternal Diagnosis:9ccs191:Amnios dx:0.086
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 40 | OR_unadj: nan [ nan nan] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:1.000
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.278
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.246
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.221
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.192
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.189
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.180
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.179
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.167
Maternal Procedure History:90656-otherPregnancy:-0.156
Maternal Diagnosis:9ccs60:Acut p-h anm | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.074 [0.366 3.155] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs60:Acut p-h anm:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.182
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.158
Maternal Procedure History:97112-postPregnancy:0.096
Maternal Procedure History:97001-postPregnancy:0.096
Maternal Lab History: FREE T-4-postPregnancy:0.087
Maternal Diagnosis:9ccs138:Esophgeal dx:0.084
Maternal Lab History: URIC ACID-postPregnancy:-0.084
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.080
Maternal Lab History: GFR Calculation-postPregnancy:-0.079
Maternal Procedure History:99401-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 110 | OR_unadj: 0.701 [0.209 2.344] | indivs AUC:0.526
Correlated most with:
Maternal Procedure History:99401-postPregnancy:1.000
Maternal Procedure History:86703-postPregnancy:0.481
Maternal Procedure History:99401-otherPregnancy:0.398
Maternal Procedure History:81000-postPregnancy:0.255
Maternal Procedure History:90658-postPregnancy:0.196
Maternal Procedure History:86703-otherPregnancy:0.171
Maternal Lab History: PAPP-A MoM-postPregnancy:0.165
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.158
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.155
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.152
Maternal Lab History: NT MoM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 60 | OR_unadj: 0.701 [0.209 2.344] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: NT MoM-postPregnancy:1.000
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.881
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.447
Maternal Lab History: PAPP-A-postPregnancy:-0.266
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.148
Maternal Lab History: HCG-postPregnancy:0.136
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.124
Maternal Lab History: CARBON DIOXIDE-postPregnancy:-0.124
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.122
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.119
Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs153:GI hemorrhag:0.188
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.164
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.161
Maternal Lab History: A/G-postPregnancy:0.113
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.110
Maternal Lab History: GLOBULIN-postPregnancy:-0.107
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.100
Diagnosis:9ccs155:Other GI dx:0.099
Maternal Diagnosis:9ccs49:DiabMel no c:0.093
Maternal Diagnosis:9ccs205:Back problem-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 1.384 [0.660 2.903] | indivs AUC:0.536
Correlated most with:
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:1.000
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.387
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.357
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.302
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.288
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.262
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.240
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.235
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.224
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.221
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 0.681 [0.266 1.739] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:1.000
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.277
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.264
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.259
Maternal Lab History: ALT-postPregnancy:0.241
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.240
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.210
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.208
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.200
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.200
Diagnosis:9ccs168:PID | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs168:PID:1.000
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.273
Diagnosis:9ccs205:Back problem:0.200
Diagnosis:9ccs163:Other GU dx:0.200
Diagnosis:9ccs224:Ot perint dx:0.178
Maternal Diagnosis:9ccs138:Esophgeal dx:0.155
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.141
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.121
Diagnosis:9ccs63:Wht blood dx:0.121
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs140:Gastritis:1.000
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.155
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.122
Maternal Lab History: HERPES II IgG-otherPregnancy:0.121
Maternal Lab History: Varicella IgG-postPregnancy:-0.108
Maternal Procedure History:90471-postPregnancy:0.107
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.105
Maternal Diagnosis:9ccs163:Other GU dx:0.104
Diagnosis:9ccs136:Teeth dx:0.096
Diagnosis:9ccs219:Low birth wt:0.095
Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.511
Correlated most with:
Newborn Diagnosis:9ccs200:Oth skin dx:1.000
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.296
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.268
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.258
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.199
Maternal Lab History: PROLACTIN-postPregnancy:0.175
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.166
Maternal Lab History: TP VOLUME-postPregnancy:0.165
Newborn Diagnosis:9ccs215:gu cong anom:0.122
Diagnosis:9ccs95:Oth nerv dx:0.108
Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs3:Oth bact inf:1.000
Maternal Lab History: eGFR-postPregnancy:-0.109
Maternal Lab History: COLONY COUNT-otherPregnancy:0.107
Maternal Lab History: RUBELLA-otherPregnancy:0.106
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.100
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.097
Maternal Procedure History:99401-otherPregnancy:0.090
Maternal Lab History: EOSINOPHIL-postPregnancy:0.088
Maternal Lab History: MUMPS IGG-postPregnancy:-0.087
Diagnosis:9ccs159:UTI:0.085
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.556 [0.735 3.291] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:1.000
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.441
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.297
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.271
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.253
Maternal Diagnosis:9ccs186:DM in preg:0.243
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.234
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.232
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.224
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.219
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:1.000
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.418
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.352
Maternal Procedure History:90470-postPregnancy:0.320
Maternal Procedure History:90663-postPregnancy:0.320
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.319
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.295
Maternal Lab History: INHMOM-otherPregnancy:0.274
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.269
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.269
Maternal Procedure History:S9470-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 61 | OR_unadj: nan [ nan nan] | indivs AUC:0.480
Correlated most with:
Maternal Procedure History:S9470-otherPregnancy:1.000
Maternal Lab History: AST (SGOT)-otherPregnancy:0.239
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.234
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.177
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.168
Maternal Lab History: ANION GAP-postPregnancy:0.165
Maternal Lab History: 2 HOUR-otherPregnancy:-0.162
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.159
Maternal Lab History: ANION GAP-otherPregnancy:0.157
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.147
Maternal Lab History: PTT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 2.065 [0.652 6.536] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: PTT-postPregnancy:1.000
Maternal Lab History: BICARBONATE-postPregnancy:0.319
Maternal Lab History: MAGNESIUM-postPregnancy:-0.288
Maternal Procedure History:97140-postPregnancy:-0.275
Maternal Lab History: CALCIUM-postPregnancy:0.271
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.265
Maternal Lab History: O2 SATURATION-postPregnancy:-0.265
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.254
Maternal Lab History: TOTAL PROTEIN-postPregnancy:0.241
Maternal Lab History: LDH-postPregnancy:-0.238
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 43 | OR_unadj: 1.736 [0.845 3.567] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:1.000
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.339
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.282
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.275
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.229
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.224
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.221
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.208
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.198
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.184
Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.509
Correlated most with:
Diagnosis:10ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.756
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.184
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.141
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.106
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.102
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.102
Maternal Lab History: AFP-otherPregnancy:0.100
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.090
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.089
Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs63:Wht blood dx:1.000
Maternal Diagnosis:9ccs138:Esophgeal dx:0.155
Maternal Diagnosis:9ccs182:Hemorr preg:0.148
Diagnosis:9ccs209:Ot acq defor:0.121
Newborn Diagnosis:9ccs221:Resp distres:0.121
Diagnosis:9ccs168:PID:0.121
Diagnosis:9ccs159:UTI:0.099
Maternal Diagnosis:9ccs191:Amnios dx:0.091
Diagnosis:9ccs143:Abdom hernia:0.091
Diagnosis:9ccs161:Ot dx kidney:0.079
Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs51:Ot endo dsor:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.262
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.172
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.141
Maternal Lab History: LDL-otherPregnancy:-0.134
Maternal Lab History: INR-otherPregnancy:0.132
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.125
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.113
Diagnosis:9ccs48:Thyroid dsor:0.113
Maternal Lab History: PTT-otherPregnancy:0.111
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.040 [0.579 1.869] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:1.000
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.303
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.283
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.250
Maternal Lab History: CREATININE-postPregnancy:-0.218
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.211
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.207
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.201
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.191
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.190
Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs214:GI cong anom:1.000
Newborn Diagnosis:9ccs0:No DX:0.125
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.125
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.125
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.113
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.113
Maternal Diagnosis:9ccs238:Complic proc:0.113
Maternal Lab History: URINE PROTEIN-postPregnancy:0.109
Maternal Lab History: HCG-postPregnancy:0.108
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.104
Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.245
Maternal Diagnosis:9ccs46:Bnign ut neo:0.171
Newborn Diagnosis:9ccs253:Allergy:0.152
Diagnosis:9ccs163:Other GU dx:0.137
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.107
Maternal Diagnosis:9ccs5:HIV infectn:0.097
Diagnosis:9ccs2:Septicemia:0.097
Maternal Diagnosis:9ccs238:Complic proc:0.097
Diagnosis:9ccs143:Abdom hernia:0.092
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 72 | OR_unadj: 1.380 [0.758 2.514] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:1.000
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.273
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.261
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.252
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.247
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.239
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.225
Maternal Lab History: CREATININE-postPregnancy:-0.223
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.221
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.207
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 1.331 [0.444 3.987] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:1.000
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.323
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.235
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.226
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.224
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.203
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.203
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.200
Maternal Lab History: A/G-postPregnancy:0.200
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.196
Maternal Diagnosis:9ccs6:Hepatitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs6:Hepatitis:1.000
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.306
Maternal Procedure History:90656-postPregnancy:0.146
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.132
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.119
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.112
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.104
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.104
Maternal Diagnosis:9ccs7:Viral infect:0.104
Maternal Lab History: URINE PROT. RANDOM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.472
Correlated most with:
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:1.000
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.878
Maternal Lab History: TP PERIOD-postPregnancy:0.433
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.417
Diagnosis:9ccs243:Poisn nonmed:0.213
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.192
Lab:292495 LEAD LEVEL - Sunrise:-0.180
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.165
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.154
Maternal Lab History: TP VOLUME-postPregnancy:-0.143
Maternal Lab History: URINE KETONES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 58 | OR_unadj: nan [ nan nan] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: URINE KETONES-otherPregnancy:1.000
Maternal Lab History: URINE KETONES-postPregnancy:0.368
Maternal Lab History: CHLORIDE-otherPregnancy:-0.218
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.210
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.210
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.210
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.192
Maternal Lab History: PTT-otherPregnancy:0.189
Maternal Lab History: MPV-otherPregnancy:0.167
Diagnosis:9ccs64:Ot hematl dx:0.166
Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.435
Newborn Diagnosis:9ccs219:Low birth wt:0.413
Newborn Diagnosis:9ccs256:Exam/eval:0.187
Maternal Procedure History:97001-postPregnancy:0.125
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.123
Newborn Diagnosis:9ccs222:Perint jaund:0.119
Diagnosis:9ccs224:Ot perint dx:0.110
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.109
Diagnosis:9ccs140:Gastritis:0.095
Maternal Lab History: UREA NITROGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 78 | OR_unadj: 1.280 [0.557 2.938] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: UREA NITROGEN-postPregnancy:1.000
Maternal Procedure History:J1055-postPregnancy:0.319
Maternal Procedure History:90772-postPregnancy:0.253
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.230
Maternal Lab History: PH-postPregnancy:-0.208
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.203
Maternal Lab History: A/G-postPregnancy:0.197
Maternal Lab History: GFR Calculation-postPregnancy:-0.184
Maternal Lab History: GFR in African American-postPregnancy:-0.183
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.170
* Maternal Lab History: TP VOLUME-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 4.562 [1.217 17.105] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: TP VOLUME-postPregnancy:1.000
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.689
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.342
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.309
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.298
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.248
Maternal Lab History: TP PERIOD-postPregnancy:-0.229
Maternal Lab History: PROLACTIN-postPregnancy:0.202
Newborn Diagnosis:9ccs200:Oth skin dx:0.165
Maternal Lab History: 3 HOUR-otherPregnancy:-0.161
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 1.136 [0.663 1.946] | indivs AUC:0.513
Correlated most with:
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.503
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.498
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.475
Maternal Lab History: CREATININE-otherPregnancy:-0.438
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.374
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.368
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.300
Maternal Procedure History:99000-otherPregnancy:-0.281
Maternal Procedure History:90656-otherPregnancy:-0.278
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:1.000
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.328
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.225
Maternal Lab History: APF MoM-otherPregnancy:-0.204
Maternal Procedure History:S9470-postPregnancy:0.187
Maternal Lab History: MCV-otherPregnancy:-0.179
Maternal Lab History: INHMOM-otherPregnancy:-0.174
Maternal Lab History: URINE CULTURE-otherPregnancy:0.161
Maternal Lab History: RDW-otherPregnancy:0.159
Maternal Lab History: TP VOLUME-otherPregnancy:0.151
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 1.152 [0.625 2.123] | indivs AUC:0.501
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.447
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.422
Maternal Lab History: CREATININE-otherPregnancy:-0.421
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.410
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.374
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.329
Maternal Procedure History:99000-otherPregnancy:-0.305
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.273
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.266
Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs55:Fluid/elc dx:1.000
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.129
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.100
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.100
Maternal Procedure History:90656-postPregnancy:0.093
Diagnosis:9ccs204:Ot joint dx:0.092
Diagnosis:9ccs242:Poisn ot med:0.092
Diagnosis:9ccs219:Low birth wt:0.091
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.087
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.085
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.590 [0.137 2.547] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:1.000
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.263
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.212
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.210
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.191
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.185
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.185
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.185
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.178
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.173
Maternal Lab History: URINE PROTEIN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 63 | OR_unadj: 1.888 [0.508 7.022] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: URINE PROTEIN-postPregnancy:1.000
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.331
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.289
Maternal Lab History: 3 HOUR-postPregnancy:0.257
Maternal Lab History: URINE KETONES-postPregnancy:0.206
Maternal Lab History: GAMMA GT-postPregnancy:0.193
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.191
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.183
Maternal Lab History: PROLACTIN-postPregnancy:-0.149
Maternal Lab History: URIC ACID-postPregnancy:0.138
Maternal Procedure History:J7300-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 53 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.501
Correlated most with:
Maternal Procedure History:J7300-postPregnancy:1.000
Maternal Procedure History:58300-postPregnancy:0.859
Maternal Lab History: ESTRIOL-otherPregnancy:0.258
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.199
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.176
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.168
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.137
Diagnosis:9ccs234:Crush injury:0.113
Maternal Lab History: GAMMA GT-otherPregnancy:-0.098
Maternal Diagnosis:9ccs259:Unclassified:0.097
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 36 | OR_unadj: 2.527 [0.772 8.269] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.726
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.567
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.508
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.368
Maternal Lab History: CHOLESTEROL-postPregnancy:0.331
Maternal Lab History: LDL-postPregnancy:0.305
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.229
Diagnosis:9ccs242:Poisn ot med:0.217
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.213
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.273 [0.707 7.304] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:1.000
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.235
Maternal Lab History: T-3(Total)-postPregnancy:-0.231
Maternal Procedure History:99211-otherPregnancy:0.219
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.197
Maternal Lab History: 2 HOUR-postPregnancy:0.192
Maternal Lab History: Varicella IgG-postPregnancy:0.186
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.184
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.173
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.167
Maternal Diagnosis:9ccs196:Nml preg/del | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1685 | OR_unadj: 0.589 [0.161 2.155] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs196:Nml preg/del:1.000
Maternal Diagnosis:9ccs91:Other eye dx:-0.494
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.120
Maternal Diagnosis:9ccs163:Other GU dx:-0.109
Maternal Diagnosis:9ccs98:HTN:-0.109
Diagnosis:9ccs168:PID:-0.093
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.092
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:-0.091
Maternal Diagnosis:9ccs84:Headache/mig:-0.087
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:-0.087
Maternal Lab History: URINE CULTURE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:1.000
Maternal Lab History: URINE CULTURE-otherPregnancy:0.565
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.200
Maternal Lab History: RDW-otherPregnancy:0.199
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.187
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.159
Maternal Lab History: AST-otherPregnancy:0.158
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.148
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.141
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:0.139
Maternal Lab History: URINE PROTEIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: URINE PROTEIN-otherPregnancy:1.000
Maternal Lab History: A/G-otherPregnancy:-0.300
Maternal Lab History: URINE SUGAR-postPregnancy:0.272
Maternal Lab History: GLOBULIN-otherPregnancy:0.264
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.257
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.250
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.250
Maternal Lab History: URIC ACID-otherPregnancy:0.241
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.236
Maternal Lab History: A/G-postPregnancy:-0.224
Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs147:Anal/rectal:1.000
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.151
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.148
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.145
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.134
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.121
Maternal Lab History: GAMMA GT-postPregnancy:0.114
Diagnosis:9ccs153:GI hemorrhag:0.113
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.107
Diagnosis:9ccs211:Ot conn tiss:0.102
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:1.000
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.215
Maternal Procedure History:36415-postPregnancy:0.185
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.155
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.140
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.131
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.119
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.118
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.109
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.102
Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:-0.148
Diagnosis:9ccs242:Poisn ot med:-0.148
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.126
Diagnosis:9ccs3:Oth bact inf:-0.121
Diagnosis:9ccs251:Abdomnl pain:-0.109
Newborn Diagnosis:9ccs95:Oth nerv dx:0.106
Diagnosis:9ccs167:Breast dx:-0.105
Diagnosis:9ccs238:Complic proc:0.096
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.087
Diagnosis:9ccs216:Nerv cong an:0.084
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:1.000
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.633
Maternal Lab History: PAPP-A-otherPregnancy:0.589
Maternal Lab History: NT MoM-otherPregnancy:0.283
Maternal Lab History: URIC ACID-otherPregnancy:-0.260
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.251
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.210
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.209
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.201
Maternal Lab History: HCG-otherPregnancy:-0.199
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 22 | OR_unadj: 1.256 [0.421 3.741] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.242
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.236
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.235
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:0.223
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.216
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.212
Maternal Lab History: PO2-postPregnancy:0.195
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.192
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.185
Maternal Lab History: HEMOGLOBIN F-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.468
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.230
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.204
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.195
Diagnosis:10ccs58:Ot nutrit dx:0.184
Diagnosis:9ccs154:Gastroent:0.164
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.153
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:0.151
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.140
* Maternal Lab History: FASTING-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 3.799 [1.064 13.558] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: FASTING-postPregnancy:1.000
Maternal Lab History: FASTING-otherPregnancy:0.432
Maternal Lab History: 1 HOUR-otherPregnancy:0.402
Maternal Lab History: 1 HOUR-postPregnancy:0.370
Maternal Lab History: 1/2 HOUR-postPregnancy:0.327
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.301
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.277
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.243
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.234
Diagnosis:9ccs64:Ot hematl dx:0.227
Maternal Lab History: PAPP-A-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: PAPP-A-otherPregnancy:1.000
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.589
Maternal Lab History: INHMOM-otherPregnancy:0.528
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.491
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.418
Maternal Lab History: APF MoM-otherPregnancy:0.380
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.379
Maternal Lab History: PAPP-A-postPregnancy:0.272
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.193
Maternal Lab History: NT MoM-otherPregnancy:0.193
Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs163:Other GU dx:1.000
Diagnosis:9ccs168:PID:0.200
Diagnosis:9ccs215:gu cong anom:0.137
Diagnosis:9ccs159:UTI:0.106
Diagnosis:9ccs242:Poisn ot med:0.104
Diagnosis:9ccs175:Ot femal gen:0.104
Diagnosis:9ccs244:Other injury:0.101
Diagnosis:9ccs224:Ot perint dx:0.101
Diagnosis:9ccs243:Poisn nonmed:0.085
Diagnosis:9ccs205:Back problem:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:1.000
Maternal Lab History: URINE PROTEIN-postPregnancy:0.331
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.260
Maternal Procedure History:36415-postPregnancy:0.230
Maternal Lab History: GAMMA GT-postPregnancy:0.226
Maternal Lab History: URIC ACID-postPregnancy:0.214
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.210
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.209
Newborn Diagnosis:9ccs223:Birth trauma:0.198
Diagnosis:9ccs223:Birth trauma:0.193
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:1.000
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.315
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.227
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.213
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.206
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.204
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.204
Maternal Lab History: URIC ACID-otherPregnancy:-0.188
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.179
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.178
Maternal Procedure History:90772-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.505
Correlated most with:
Maternal Procedure History:90772-postPregnancy:1.000
Maternal Procedure History:J1055-postPregnancy:0.767
Maternal Procedure History:90746-postPregnancy:-0.451
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.348
Maternal Procedure History:81025-postPregnancy:0.339
Maternal Lab History: UREA NITROGEN-postPregnancy:0.253
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.202
Maternal Lab History: PH-postPregnancy:-0.174
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.172
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.162
Maternal Diagnosis:9ccs46:Bnign ut neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo:1.000
Diagnosis:9ccs215:gu cong anom:0.171
Maternal Diagnosis:9ccs172:Ovarian cyst:0.155
Maternal Diagnosis:9ccs5:HIV infectn:0.141
Diagnosis:9ccs175:Ot femal gen:0.130
Diagnosis:9ccs61:Sickle cell:0.113
Newborn Diagnosis:9ccs215:gu cong anom:0.113
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.105
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.105
Diagnosis:9ccs208:Acq foot def:0.102
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 46 | OR_unadj: 1.192 [0.549 2.585] | indivs AUC:0.532
Correlated most with:
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:1.000
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.318
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.257
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.253
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.238
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.231
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.227
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.215
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.207
Maternal Diagnosis:9ccs255:Social admin-postPregnancy:0.207
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:1.000
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.372
Maternal Lab History: ALT-postPregnancy:0.345
Maternal Lab History: GAMMA GT-postPregnancy:0.327
Maternal Lab History: VLDL-postPregnancy:0.269
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.260
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.252
Maternal Lab History: BILE ACIDS-otherPregnancy:0.249
Maternal Lab History: AST-postPregnancy:0.235
Maternal Procedure History:J1055-postPregnancy:0.232
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.590 [0.137 2.547] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:1.000
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.263
Maternal Lab History: A/G-otherPregnancy:-0.260
Diagnosis:9ccs76:Meningitis:0.226
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.222
Maternal Lab History: GLOBULIN-otherPregnancy:0.198
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.198
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.190
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.182
Lab:323825 STREP SCREEN THROAT - Sunrise:0.170
Maternal Lab History: MONOCYTE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: MONOCYTE-postPregnancy:1.000
Maternal Lab History: MONOCYTE-otherPregnancy:0.425
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.421
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.231
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.216
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.184
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.173
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.168
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.159
Maternal Lab History: 3 HOUR-postPregnancy:0.154
Maternal Lab History: COLONY COUNT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: COLONY COUNT-postPregnancy:1.000
Diagnosis:9ccs117:Ot circul dx:0.312
Maternal Lab History: POTASSIUM-postPregnancy:0.122
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.116
Maternal Lab History: BASOPHIL-postPregnancy:0.099
Maternal Lab History: BUN-postPregnancy:-0.092
Maternal Lab History: PLATELET COUNT-postPregnancy:0.088
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.077
Diagnosis:9ccs217:Ot cong anom:0.071
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.071
* Maternal Lab History: GLUCOSE-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 71 | OR_unadj: 3.090 [1.221 7.822] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: GLUCOSE-postPregnancy:1.000
Maternal Procedure History:97014-postPregnancy:0.376
Maternal Procedure History:97110-postPregnancy:0.240
Maternal Lab History: AST (SGOT)-postPregnancy:0.212
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:-0.211
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.189
Maternal Procedure History:90472-postPregnancy:-0.187
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.176
Maternal Lab History: INHMOM-otherPregnancy:0.157
Maternal Procedure History:90649-postPregnancy:-0.148
Maternal Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs163:Other GU dx:1.000
Maternal Lab History: SODIUM-otherPregnancy:-0.115
Maternal Diagnosis:9ccs196:Nml preg/del:-0.109
Newborn Diagnosis:9ccs96:Hrt valve dx:0.104
Diagnosis:9ccs167:Breast dx:0.104
Diagnosis:9ccs140:Gastritis:0.104
Diagnosis:9ccs213:Cardiac anom:0.102
Newborn Diagnosis:9ccs213:Cardiac anom:0.097
Diagnosis:10ccs58:Ot nutrit dx:0.088
Diagnosis:9ccs211:Ot conn tiss:0.085
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.910
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.733
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.528
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.432
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.292
Maternal Lab History: POLYS-otherPregnancy:0.275
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.270
Maternal Diagnosis:9ccs159:UTI:0.204
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.203
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 34 | OR_unadj: 0.747 [0.261 2.139] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:1.000
Maternal Procedure History:97001-postPregnancy:0.219
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.218
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.209
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.209
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.204
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.202
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.199
Maternal Procedure History:J1055-postPregnancy:0.193
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.188
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:1.000
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.323
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.317
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.260
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.258
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.221
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.176
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.167
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.144
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.139
* Maternal Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 3.571 [1.159 11.003] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.245
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.244
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.224
Maternal Lab History: FREE T3-postPregnancy:-0.217
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.201
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.197
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.191
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.188
Maternal Procedure History:96372-otherPregnancy:0.187
Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs240:Burns:1.000
Maternal Procedure History:58300-postPregnancy:0.135
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.125
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.119
Diagnosis:9ccs127:COPD:0.117
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.116
Diagnosis:9ccs2:Septicemia:0.113
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.113
Maternal Procedure History:97112-postPregnancy:0.113
Maternal Procedure History:96372-postPregnancy:0.108
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:1.000
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.245
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.233
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.220
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.217
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.206
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.196
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.178
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.163
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.163
Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:0.133
Diagnosis:9ccs242:Poisn ot med:0.133
Maternal Procedure History:86703-postPregnancy:0.114
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.100
Diagnosis:9ccs251:Abdomnl pain:0.098
Diagnosis:9ccs167:Breast dx:0.094
Diagnosis:9ccs238:Complic proc:-0.090
Maternal Lab History: MAGNESIUM-postPregnancy:0.089
Maternal Lab History: PTT-postPregnancy:-0.087
Diagnosis:9ccs153:GI hemorrhag:0.086
Maternal Lab History: PT-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 1.024 [0.226 4.649] | indivs AUC:0.475
Correlated most with:
Maternal Lab History: PT-postPregnancy:1.000
Maternal Lab History: INR-postPregnancy:0.659
Maternal Lab History: AMYLASE-postPregnancy:-0.332
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.228
Maternal Lab History: LDH-postPregnancy:-0.207
Maternal Lab History: ALBUMIN-postPregnancy:0.205
Maternal Lab History: MAGNESIUM-postPregnancy:-0.205
Maternal Lab History: CALCIUM-postPregnancy:0.198
Maternal Lab History: URIC ACID-postPregnancy:-0.184
Maternal Lab History: Alk Phos-postPregnancy:-0.180
Maternal Lab History: Varicella IgG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: Varicella IgG-postPregnancy:1.000
Newborn Diagnosis:9ccs221:Resp distres:-0.285
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.263
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.263
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.246
Maternal Lab History: RUBELLA-postPregnancy:-0.216
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.210
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.193
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.186
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.186
Maternal Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs83:Epilepsy/cnv:1.000
Maternal Lab History: PO2-postPregnancy:0.408
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.268
Maternal Lab History: O2 SATURATION-postPregnancy:0.262
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.252
Maternal Lab History: BICARBONATE-postPregnancy:-0.235
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.192
Maternal Lab History: INR-postPregnancy:-0.173
Maternal Procedure History:96372-postPregnancy:0.167
Diagnosis:9ccs175:Ot femal gen:0.166
Maternal Lab History: GLOBULIN-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GLOBULIN-otherPregnancy:1.000
Maternal Lab History: A/G-otherPregnancy:-0.727
Maternal Lab History: AST (SGOT)-otherPregnancy:0.685
Maternal Lab History: GLOBULIN-postPregnancy:0.326
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.323
Maternal Lab History: URIC ACID-otherPregnancy:0.295
Maternal Lab History: TOTAL PROTEIN-otherPregnancy:0.275
Maternal Procedure History:86703-postPregnancy:0.270
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.264
Maternal Lab History: FASTING-otherPregnancy:0.261
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.189
Diagnosis:9ccs204:Ot joint dx:0.163
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.142
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.134
Diagnosis:9ccs208:Acq foot def:0.127
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.127
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.119
Maternal Procedure History:87880-postPregnancy:0.116
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.111
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 38 | OR_unadj: 0.851 [0.329 2.200] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.310
Maternal Lab History: CREATININE-otherPregnancy:-0.307
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.303
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.301
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.273
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.252
Maternal Diagnosis:9ccs4:Mycoses-postPregnancy:0.225
Maternal Procedure History:99000-otherPregnancy:-0.215
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.208
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 1.576 [0.580 4.283] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:1.000
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.272
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.272
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.248
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.245
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.244
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.238
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.231
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.221
Maternal Procedure History:90656-otherPregnancy:-0.219
* Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.121
Maternal Procedure History:J7300-postPregnancy:0.113
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.099
Maternal Procedure History:58300-postPregnancy:0.098
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.093
Maternal Procedure History:81025-otherPregnancy:0.087
Lab:295669 BILIRUBIN DIRECT - LMC:-0.085
Diagnosis:9ccs238:Complic proc:0.084
Maternal Lab History: Varicella IgG-postPregnancy:-0.081
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.518
Correlated most with:
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:1.000
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.317
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.275
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.262
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.236
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.235
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.226
Maternal Lab History: MUMPS IGG-postPregnancy:0.223
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.211
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.197
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:1.000
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.431
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.374
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.339
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.286
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.246
Maternal Procedure History:90658-postPregnancy:0.231
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.223
Maternal Lab History: APF MoM-otherPregnancy:-0.200
Maternal Procedure History:36415-postPregnancy:0.179
Maternal Diagnosis:9ccs7:Viral infect | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect:1.000
Maternal Lab History: PAPP-A-otherPregnancy:0.155
Maternal Diagnosis:9ccs181:Ot preg comp:0.144
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.128
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.116
Diagnosis:9ccs62:Coag/hemr dx:0.115
Maternal Lab History: GFR in African American-postPregnancy:-0.109
Maternal Lab History: GFR Calculation-postPregnancy:-0.108
Maternal Diagnosis:9ccs6:Hepatitis:0.104
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.104
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 0.756 [0.294 1.943] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:1.000
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.298
Maternal Procedure History:90656-otherPregnancy:-0.293
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.272
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.271
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.247
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.247
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.246
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.244
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.238
* Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:1.000
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.445
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.395
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.291
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.270
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.232
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.229
Maternal Lab History: ALT-postPregnancy:0.227
Maternal Lab History: 1/2 HOUR-postPregnancy:0.221
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.219
Maternal Lab History: BETA-HCG QUANT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:1.000
Maternal Lab History: FREE T3-postPregnancy:0.293
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.236
Diagnosis:9ccs175:Ot femal gen:0.205
Maternal Lab History: A/G-otherPregnancy:0.197
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.189
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.168
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.164
Maternal Lab History: A/G-postPregnancy:0.164
Maternal Lab History: GLOBULIN-otherPregnancy:-0.148
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:1.000
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.322
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.271
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.267
Maternal Procedure History:81025-otherPregnancy:0.244
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.227
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.196
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.176
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.176
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.171
Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs76:Meningitis:1.000
Maternal Lab History: A/G-otherPregnancy:-0.318
Maternal Lab History: GLOBULIN-otherPregnancy:0.242
Maternal Lab History: A/G-postPregnancy:-0.229
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.226
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.214
Lab:323825 STREP SCREEN THROAT - Sunrise:0.208
Maternal Lab History: URIC ACID-otherPregnancy:0.191
Maternal Lab History: GLOBULIN-postPregnancy:0.188
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.181
Maternal Procedure History:97014-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.487
Correlated most with:
Maternal Procedure History:97014-postPregnancy:1.000
Maternal Procedure History:97110-postPregnancy:0.536
Maternal Lab History: GLUCOSE-postPregnancy:0.376
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.285
Maternal Lab History: FREE T-4-postPregnancy:0.180
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:-0.164
Maternal Lab History: GFR Calculation-postPregnancy:-0.160
Maternal Lab History: GFR in African American-postPregnancy:-0.157
Maternal Lab History: WEIGHT-postPregnancy:-0.156
Maternal Lab History: INHMOM-otherPregnancy:0.155
Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.507
Correlated most with:
Newborn Diagnosis:9ccs253:Allergy:1.000
Newborn Diagnosis:9ccs219:Low birth wt:0.240
Newborn Diagnosis:9ccs221:Resp distres:0.220
Maternal Diagnosis:9ccs184:Early labor:0.176
Newborn Diagnosis:9ccs222:Perint jaund:0.154
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.152
Diagnosis:9ccs215:gu cong anom:0.152
Maternal Lab History: URINE KETONES-otherPregnancy:0.149
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.138
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.138
Maternal Lab History: 1 HOUR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:1.000
Maternal Lab History: 1/2 HOUR-postPregnancy:0.656
Maternal Lab History: 2 HOUR-postPregnancy:0.620
Maternal Lab History: 1 HOUR-otherPregnancy:0.448
Maternal Lab History: 2 HOUR-otherPregnancy:0.417
Maternal Lab History: FASTING-postPregnancy:0.370
Maternal Procedure History:99211-otherPregnancy:0.356
Maternal Lab History: 3 HOUR-otherPregnancy:0.336
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.321
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.319
Maternal Lab History: GLUCOSE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: GLUCOSE-otherPregnancy:1.000
Maternal Lab History: GFR in African American-otherPregnancy:-0.210
Maternal Lab History: GFR Calculation-otherPregnancy:-0.210
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.203
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.197
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.160
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.151
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.147
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.142
Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.136
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.938 [0.360 2.439] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.318
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.298
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.296
Maternal Lab History: CREATININE-otherPregnancy:-0.213
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:0.206
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.197
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.193
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.191
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.190
Vital: BP-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.104
Maternal Diagnosis:9ccs159:UTI-postPregnancy:-0.083
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.083
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.073
Diagnosis:9ccs96:Hrt valve dx:-0.068
Diagnosis:9ccs59:Anemia:0.066
Maternal Diagnosis:9ccs59:Anemia:-0.061
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.058
Maternal Diagnosis:9ccs186:DM in preg:-0.055
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.048
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:1.000
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.343
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.282
Maternal Lab History: Varicella IgG-postPregnancy:0.263
Maternal Procedure History:S9470-postPregnancy:0.252
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.205
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.176
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.139
Maternal Diagnosis:9ccs159:UTI:0.130
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.130
Maternal Lab History: NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: NEUTROPHIL-postPregnancy:1.000
Maternal Lab History: 3 HOUR-postPregnancy:-0.496
Maternal Lab History: MONOCYTE-postPregnancy:-0.421
Maternal Lab History: INR-postPregnancy:-0.334
Maternal Lab History: URINE PROTEIN-postPregnancy:-0.289
Maternal Lab History: LYMPHOCYTE-postPregnancy:-0.211
Maternal Lab History: 1 HOUR-postPregnancy:-0.190
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.189
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.179
Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.168
Maternal Lab History: BAND NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:1.000
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:0.334
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.193
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.189
Maternal Procedure History:36415-postPregnancy:0.154
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.147
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.134
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:0.131
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.125
Maternal Procedure History:36415-otherPregnancy:0.120
Maternal Lab History: MONOCYTE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: MONOCYTE-otherPregnancy:1.000
Maternal Lab History: MONOCYTE-postPregnancy:0.425
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.420
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.299
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.271
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.228
Maternal Lab History: GFR Calculation-otherPregnancy:0.182
Maternal Lab History: GFR in African American-otherPregnancy:0.182
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.178
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.178
Maternal Lab History: INR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 32 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.475
Correlated most with:
Maternal Lab History: INR-postPregnancy:1.000
Maternal Lab History: PT-postPregnancy:0.659
Maternal Lab History: PO2-postPregnancy:-0.351
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.334
Maternal Lab History: 3 HOUR-postPregnancy:0.321
Maternal Lab History: BICARBONATE-postPregnancy:0.295
Maternal Lab History: O2 SATURATION-postPregnancy:-0.269
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.268
Maternal Lab History: ALBUMIN-postPregnancy:0.266
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.263
Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs212:Ot bone dx:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.125
Diagnosis:9ccs209:Ot acq defor:0.095
Diagnosis:9ccs89:Blindness:0.090
Diagnosis:9ccs51:Ot endo dsor:0.077
Newborn Diagnosis:9ccs96:Hrt valve dx:0.070
Maternal Diagnosis:9ccs176:Contraceptiv:0.067
Newborn Diagnosis:9ccs222:Perint jaund:0.066
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.066
Newborn Diagnosis:9ccs213:Cardiac anom:0.065
Maternal Lab History: ABSOLUTE EOS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:1.000
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.803
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.782
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.528
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.354
Maternal Lab History: URINE KETONES-postPregnancy:0.292
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.284
Maternal Procedure History:81025-otherPregnancy:-0.212
Maternal Lab History: RUBELLA-postPregnancy:0.208
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.207
Maternal Procedure History:90470-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Procedure History:90470-postPregnancy:1.000
Maternal Procedure History:90663-postPregnancy:0.992
Maternal Lab History: ALT-postPregnancy:0.346
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.339
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.320
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.320
Maternal Lab History: LIPASE-postPregnancy:-0.294
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.276
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.267
Maternal Lab History: AMYLASE-postPregnancy:0.251
Maternal Lab History: AST (SGOT)-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: AST (SGOT)-otherPregnancy:1.000
Maternal Lab History: GLOBULIN-otherPregnancy:0.685
Maternal Lab History: A/G-otherPregnancy:-0.595
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.401
Maternal Lab History: 2 HOUR-otherPregnancy:-0.246
Maternal Procedure History:S9470-otherPregnancy:0.239
Maternal Lab History: URIC ACID-otherPregnancy:0.235
Maternal Procedure History:86703-otherPregnancy:0.224
Maternal Procedure History:86703-postPregnancy:0.221
Maternal Lab History: PH-otherPregnancy:-0.210
Maternal Lab History: NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: NEUTROPHIL-otherPregnancy:1.000
Maternal Lab History: MONOCYTE-otherPregnancy:-0.420
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.305
Maternal Lab History: T-3(Total)-postPregnancy:-0.274
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.234
Maternal Diagnosis:9ccs5:HIV infectn:0.194
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.182
Diagnosis:9ccs216:Nerv cong an:0.168
Maternal Procedure History:81025-otherPregnancy:0.167
Maternal Procedure History:90471-otherPregnancy:-0.167
Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.071
Newborn Diagnosis:9ccs221:Resp distres:0.068
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.064
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.062
Newborn Diagnosis:9ccs253:Allergy:0.060
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.058
Diagnosis:9ccs256:Exam/eval:-0.058
Diagnosis:9ccs258:Other screen:-0.057
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.052
Maternal Lab History: HCG-postPregnancy:0.050
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: 0.802 [0.238 2.710] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs259:Unclassified-otherPregnancy:1.000
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.318
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.264
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.254
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.253
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.228
Maternal Lab History: CREATININE-otherPregnancy:-0.211
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.202
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.193
Maternal Procedure History:90656-otherPregnancy:-0.190
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 1.698 [0.464 6.213] | indivs AUC:0.520
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:1.000
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.273
Maternal Procedure History:90663-postPregnancy:0.267
Maternal Procedure History:90470-postPregnancy:0.267
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.254
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.251
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.247
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.222
Lab:323825 STREP SCREEN THROAT - Sunrise:0.216
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.205
Maternal Lab History: UREA NITROGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: UREA NITROGEN-otherPregnancy:1.000
Maternal Lab History: GFR Calculation-otherPregnancy:-0.468
Maternal Lab History: GFR in African American-otherPregnancy:-0.467
Maternal Lab History: BUN-otherPregnancy:0.334
Maternal Lab History: MONOCYTE-otherPregnancy:-0.299
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.255
Maternal Lab History: UREA NITROGEN-postPregnancy:0.230
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.204
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.203
Maternal Lab History: GLUCOSE-otherPregnancy:-0.203
Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:1.000
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.487
Maternal Lab History: GFR in African American-otherPregnancy:0.424
Maternal Lab History: GFR Calculation-otherPregnancy:0.423
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.259
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.230
Maternal Lab History: HCG-otherPregnancy:-0.224
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.216
Maternal Lab History: HERPES II IgG-otherPregnancy:0.215
Diagnosis:9ccs76:Meningitis:0.208
Maternal Procedure History:96372-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.507
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:1.000
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.459
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.329
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.311
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.300
Maternal Lab History: 1 HOUR-postPregnancy:-0.238
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.233
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.233
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.224
Maternal Lab History: RDW-otherPregnancy:0.216
Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.495
Correlated most with:
Newborn Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs213:Cardiac anom:0.330
Diagnosis:9ccs96:Hrt valve dx:0.181
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.146
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.141
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125
Maternal Diagnosis:9ccs128:Asthma:0.105
Maternal Diagnosis:9ccs6:Hepatitis:0.097
Maternal Diagnosis:9ccs163:Other GU dx:0.097
Maternal Diagnosis:9ccs5:HIV infectn:0.097
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:1.000
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.434
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.434
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.374
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.374
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.352
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.235
Maternal Procedure History:90470-postPregnancy:0.234
Maternal Procedure History:90663-postPregnancy:0.234
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.214
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 2.591 [0.893 7.522] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:1.000
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.220
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.191
Maternal Procedure History:90656-otherPregnancy:-0.184
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.180
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.170
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.161
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.159
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.153
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.153
Maternal Lab History: LDH-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 2.838 [0.705 11.421] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: LDH-otherPregnancy:1.000
Maternal Lab History: GAMMA GT-otherPregnancy:0.528
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.218
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.214
Maternal Lab History: BILE ACIDS-otherPregnancy:0.189
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.162
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:0.160
Maternal Lab History: HPV DNA/HIGH RISK-otherPregnancy:-0.155
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.153
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.146
Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.493
Correlated most with:
Maternal Procedure History:97014-postPregnancy:0.154
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.129
Diagnosis:9ccs3:Oth bact inf:0.124
Diagnosis:9ccs163:Other GU dx:0.114
Maternal Procedure History:97110-postPregnancy:0.106
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.101
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.101
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.089
Diagnosis:9ccs238:Complic proc:-0.084
Diagnosis:9ccs216:Nerv cong an:-0.080
Maternal Diagnosis:9ccs69:Affective dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:1.000
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.198
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.138
Newborn Diagnosis:9ccs253:Allergy:0.138
Diagnosis:9ccs205:Back problem:0.125
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.111
Diagnosis:9ccs224:Ot perint dx:0.111
Diagnosis:9ccs83:Epilepsy/cnv:0.104
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.104
Maternal Lab History: GFR in African American-postPregnancy:-0.101
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.893
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.803
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.733
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.506
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.405
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.327
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:-0.318
Maternal Procedure History:81025-otherPregnancy:-0.311
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.288
Maternal Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs159:UTI:1.000
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.204
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.185
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.157
Newborn Diagnosis:9ccs94:Other ear dx:-0.132
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.130
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.125
Maternal Diagnosis:9ccs181:Ot preg comp:0.108
Newborn Diagnosis:9ccs253:Allergy:0.107
Maternal Lab History: GLOBULIN-otherPregnancy:0.107
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.513
Correlated most with:
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:1.000
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.302
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.266
Maternal Procedure History:90471-postPregnancy:0.264
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.251
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.224
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.224
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.207
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.201
Maternal Lab History: AST (SGOT)-postPregnancy:-0.197
Maternal Procedure History:97112-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Procedure History:97112-postPregnancy:1.000
Maternal Procedure History:97110-postPregnancy:0.302
Maternal Procedure History:97001-postPregnancy:-0.222
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:-0.144
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.142
Diagnosis:9ccs76:Meningitis:-0.139
Diagnosis:9ccs247:Lymph enlarg:0.126
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.125
Maternal Lab History: INHMOM-otherPregnancy:0.121
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.119
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.855
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.567
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.389
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.345
Diagnosis:9ccs242:Poisn ot med:0.329
Maternal Lab History: 1/2 HOUR-postPregnancy:0.280
Maternal Lab History: 1 HOUR-postPregnancy:0.267
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.263
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.259
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:1.000
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.250
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.191
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.182
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.171
Maternal Lab History: BUN-otherPregnancy:-0.161
Maternal Diagnosis:9ccs5:HIV infectn:0.156
Maternal Lab History: LDL-otherPregnancy:0.154
Maternal Procedure History:S9470-postPregnancy:-0.148
Maternal Lab History: URINE SPEC GRAVITY-otherPregnancy:0.148
Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:1.000
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.319
Diagnosis:9ccs242:Poisn ot med:0.283
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.213
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.200
Diagnosis:9ccs211:Ot conn tiss:0.163
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.151
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.151
Lab:292495 LEAD LEVEL - Sunrise:0.103
Diagnosis:9ccs251:Abdomnl pain:0.100
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:1.000
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.399
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.251
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.226
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.217
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.184
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.178
Maternal Procedure History:87880-postPregnancy:0.173
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.170
Maternal Diagnosis:9ccs177:Spont abortn-postPregnancy:0.155
Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs238:Complic proc:-0.367
Diagnosis:9ccs204:Ot joint dx:0.161
Diagnosis:9ccs242:Poisn ot med:0.161
Maternal Diagnosis:9ccs49:DiabMel no c:-0.146
Diagnosis:9ccs95:Oth nerv dx:-0.128
Diagnosis:9ccs143:Abdom hernia:-0.119
Diagnosis:9ccs251:Abdomnl pain:0.118
Diagnosis:9ccs167:Breast dx:0.114
Newborn Diagnosis:9ccs94:Other ear dx:0.111
Diagnosis:9ccs138:Esophgeal dx:-0.111
Maternal Lab History: 2 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 3.408 [0.809 14.349] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: 2 HOUR-postPregnancy:1.000
Maternal Lab History: 1 HOUR-postPregnancy:0.620
Maternal Procedure History:99211-otherPregnancy:0.514
Maternal Lab History: 2 HOUR-otherPregnancy:0.470
Maternal Lab History: 3 HOUR-otherPregnancy:0.416
Maternal Lab History: 1 HOUR-otherPregnancy:0.365
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.343
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.254
Maternal Lab History: 1/2 HOUR-postPregnancy:0.216
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.208
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:1.000
Maternal Procedure History:96372-otherPregnancy:-0.459
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.335
Maternal Lab History: 1 HOUR-postPregnancy:0.321
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.317
Maternal Lab History: 1/2 HOUR-postPregnancy:0.310
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.307
Maternal Lab History: TP VOLUME-otherPregnancy:0.248
Maternal Lab History: RDW-otherPregnancy:-0.209
Maternal Lab History: FREE T3-postPregnancy:0.205
Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs48:Thyroid dsor:0.193
Diagnosis:9ccs113:Late eff CVD:0.113
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.104
Maternal Diagnosis:9ccs69:Affective dx:0.104
Maternal Diagnosis:9ccs91:Other eye dx:0.104
Diagnosis:9ccs238:Complic proc:0.104
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.100
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.094
Diagnosis:9ccs2:Septicemia:0.094
Maternal Lab History: GAMMA GT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.493
Correlated most with:
Maternal Lab History: GAMMA GT-otherPregnancy:1.000
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.586
Maternal Lab History: LDH-otherPregnancy:0.528
Maternal Lab History: BILE ACIDS-otherPregnancy:0.516
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.423
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.301
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.301
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.238
Maternal Lab History: GAMMA GT-postPregnancy:0.220
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.207
Maternal Procedure History:87880-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Maternal Procedure History:87880-postPregnancy:1.000
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.264
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.259
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.231
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.173
Diagnosis:9ccs123:Influenza:0.167
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.164
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.164
Diagnosis:9ccs223:Birth trauma:0.145
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.145
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:1.000
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.319
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.302
Maternal Diagnosis:9ccs259:Unclassified-postPregnancy:0.238
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.213
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.213
Maternal Procedure History:90470-postPregnancy:0.212
Maternal Procedure History:90663-postPregnancy:0.212
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.202
Maternal Lab History: FREE T3-postPregnancy:0.193
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:1.000
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.434
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.431
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.331
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.269
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.257
Maternal Lab History: APF MoM-otherPregnancy:-0.231
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.185
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.180
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.180
Maternal Lab History: GFR in African American-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: GFR in African American-postPregnancy:1.000
Maternal Lab History: GFR Calculation-postPregnancy:1.000
Maternal Lab History: T-3(Total)-postPregnancy:-0.264
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.210
Maternal Lab History: INHMOM-otherPregnancy:0.202
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.183
Maternal Lab History: FREE T-4-postPregnancy:-0.169
Maternal Lab History: URIC ACID-postPregnancy:0.162
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.158
Maternal Procedure History:97014-postPregnancy:-0.157
Maternal Procedure History:97001-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Procedure History:97001-postPregnancy:1.000
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.259
Maternal Procedure History:97140-postPregnancy:-0.240
Maternal Lab History: IRON-postPregnancy:0.239
Maternal Procedure History:90656-postPregnancy:0.233
Maternal Procedure History:97112-postPregnancy:-0.222
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.219
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.176
Diagnosis:9ccs76:Meningitis:0.170
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.159
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:1.000
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.314
Maternal Procedure History:99211-otherPregnancy:0.289
Maternal Lab History: VLDL-postPregnancy:0.286
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.259
Maternal Lab History: 2 HOUR-postPregnancy:0.254
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.229
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.199
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.184
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.179
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.996
Maternal Lab History: O2 SATURATION-postPregnancy:0.820
Maternal Lab History: PO2-postPregnancy:0.611
Maternal Lab History: BICARBONATE-postPregnancy:-0.476
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.445
Maternal Procedure History:97140-postPregnancy:0.282
Maternal Lab History: INR-postPregnancy:-0.268
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.268
Maternal Lab History: PTT-postPregnancy:-0.254
Maternal Procedure History:99211-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.491
Correlated most with:
Maternal Procedure History:99211-otherPregnancy:1.000
Maternal Lab History: 2 HOUR-postPregnancy:0.514
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.391
Maternal Lab History: 1 HOUR-postPregnancy:0.356
Maternal Lab History: 3 HOUR-otherPregnancy:0.344
Maternal Lab History: 2 HOUR-otherPregnancy:0.324
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.289
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.219
Maternal Procedure History:S9470-postPregnancy:0.197
Maternal Lab History: FASTING-otherPregnancy:-0.167
Maternal Lab History: PT-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: PT-otherPregnancy:1.000
Maternal Lab History: INR-otherPregnancy:0.833
Maternal Lab History: PTT-otherPregnancy:0.465
Maternal Lab History: URINE SUGAR-otherPregnancy:0.394
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.206
Maternal Lab History: CHLORIDE-otherPregnancy:-0.206
Maternal Diagnosis:9ccs238:Complic proc:-0.205
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:-0.205
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.205
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:-0.190
Maternal Lab History: PAPP-A MoM-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: PAPP-A MoM-otherPregnancy:1.000
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.477
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.446
Maternal Lab History: HCG-otherPregnancy:0.429
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.408
Maternal Lab History: PAPP-A-otherPregnancy:0.379
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.362
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.314
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.311
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.283
Maternal Lab History: URINE SUGAR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: URINE SUGAR-otherPregnancy:1.000
Maternal Lab History: PT-otherPregnancy:0.394
Maternal Lab History: INR-otherPregnancy:0.325
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.236
Maternal Lab History: URINE SUGAR-postPregnancy:0.230
Maternal Lab History: PTT-otherPregnancy:-0.210
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.182
Maternal Procedure History:86703-otherPregnancy:0.169
Maternal Lab History: SODIUM-otherPregnancy:0.124
Maternal Lab History: CALCIUM-otherPregnancy:0.114
Maternal Procedure History:S9470-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Maternal Procedure History:S9470-postPregnancy:1.000
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.351
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.272
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.252
Maternal Procedure History:36415-otherPregnancy:0.211
Maternal Procedure History:99211-otherPregnancy:0.197
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.187
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.151
Diagnosis:9ccs223:Birth trauma:0.149
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.148
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:1.000
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.855
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.726
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.404
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.387
Diagnosis:9ccs242:Poisn ot med:0.336
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.315
Maternal Lab History: LDL-postPregnancy:0.296
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.242
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.214
Maternal Lab History: MAGNESIUM-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: MAGNESIUM-postPregnancy:1.000
Maternal Lab History: CALCIUM-postPregnancy:-0.342
Maternal Lab History: FREE T-4-otherPregnancy:0.312
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.291
Maternal Lab History: PTT-postPregnancy:-0.288
Maternal Lab History: PO2-postPregnancy:0.262
Maternal Lab History: TOTAL PROTEIN-postPregnancy:-0.254
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.253
Maternal Lab History: INR-postPregnancy:-0.251
Maternal Lab History: LDH-postPregnancy:0.244
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.498
Correlated most with:
Newborn Diagnosis:9ccs215:gu cong anom:1.000
Diagnosis:9ccs161:Ot dx kidney:0.400
Diagnosis:9ccs215:gu cong anom:0.245
Diagnosis:9ccs2:Septicemia:0.132
Newborn Diagnosis:9ccs200:Oth skin dx:0.122
Maternal Diagnosis:9ccs46:Bnign ut neo:0.113
Diagnosis:9ccs141:Ot dx stomch:0.100
Maternal Lab History: MPV-postPregnancy:0.069
Diagnosis:9ccs223:Birth trauma:0.067
Diagnosis:9ccs234:Crush injury:0.058
Maternal Lab History: eGFR-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: eGFR-postPregnancy:1.000
Maternal Procedure History:90658-postPregnancy:-0.232
Maternal Lab History: MUMPS IGG-postPregnancy:-0.229
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.174
Maternal Lab History: CALCIUM-postPregnancy:-0.127
Maternal Procedure History:86703-otherPregnancy:0.126
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.120
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:-0.119
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.115
Diagnosis:9ccs8:Oth infectns:0.114
Maternal Procedure History:97110-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.489
Correlated most with:
Maternal Procedure History:97110-postPregnancy:1.000
Maternal Procedure History:97014-postPregnancy:0.536
Maternal Procedure History:97140-postPregnancy:0.369
Maternal Lab History: BASE DEFICIT-postPregnancy:0.320
Maternal Procedure History:97112-postPregnancy:0.302
Maternal Lab History: BICARBONATE-postPregnancy:-0.298
Maternal Lab History: GLUCOSE-postPregnancy:0.240
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.203
Maternal Lab History: O2 SATURATION-postPregnancy:0.191
Maternal Lab History: AST-postPregnancy:0.176
Maternal Lab History: INR-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: INR-otherPregnancy:1.000
Maternal Lab History: PT-otherPregnancy:0.833
Maternal Lab History: PTT-otherPregnancy:0.549
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.412
Maternal Lab History: URINE SUGAR-otherPregnancy:0.325
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.223
Maternal Lab History: URINE SUGAR-postPregnancy:-0.206
Maternal Lab History: LDH-postPregnancy:0.187
Maternal Lab History: ABS LYMPH-otherPregnancy:-0.184
Maternal Lab History: URINE KETONES-postPregnancy:0.180
Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.489
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):0.133
Newborn Diagnosis:9ccs221:Resp distres:0.095
Newborn Diagnosis:9ccs253:Allergy:0.085
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.082
Diagnosis:9ccs239:Superfic inj:-0.068
Diagnosis:9ccs215:gu cong anom:0.067
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.065
Diagnosis:9ccs197:Skin infectn:-0.065
Maternal Diagnosis:9ccs106:Dysrhythmia:0.056
Diagnosis:9ccs90:Eye infectn:0.046
Maternal Lab History: GFR in African American-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GFR in African American-otherPregnancy:1.000
Maternal Lab History: GFR Calculation-otherPregnancy:1.000
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.467
Lab:323825 STREP SCREEN THROAT - Sunrise:0.424
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.344
Maternal Lab History: PH-otherPregnancy:0.321
Maternal Lab History: BUN-otherPregnancy:-0.265
Maternal Lab History: GLUCOSE-otherPregnancy:-0.210
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.183
Maternal Lab History: MONOCYTE-otherPregnancy:0.182
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:1.000
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.448
Maternal Lab History: INHMOM-otherPregnancy:-0.417
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.415
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.408
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.389
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.385
Maternal Lab History: APF MoM-otherPregnancy:-0.329
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.289
Maternal Lab History: HCG-otherPregnancy:-0.288
Maternal Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx:1.000
Maternal Diagnosis:9ccs196:Nml preg/del:-0.494
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.146
Diagnosis:9ccs83:Epilepsy/cnv:0.104
Maternal Lab History: BUN-postPregnancy:-0.102
Maternal Procedure History:90471-otherPregnancy:0.098
Maternal Lab History: ABS LYMPH-postPregnancy:-0.097
Maternal Lab History: 3 HOUR-otherPregnancy:0.089
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.084
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.084
Maternal Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.511
Correlated most with:
Maternal Diagnosis:9ccs155:Other GI dx:1.000
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.198
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.180
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.146
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.138
Maternal Diagnosis:9ccs128:Asthma:0.135
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:-0.129
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.107
Maternal Diagnosis:9ccs106:Dysrhythmia:0.088
Maternal Diagnosis:9ccs168:PID:0.088
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 28 | OR_unadj: 1.549 [0.622 3.859] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:1.000
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.403
Maternal Lab History: CHOLESTEROL-postPregnancy:0.397
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.372
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.314
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.299
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.291
Maternal Lab History: VLDL-postPregnancy:0.290
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.249
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.248
Maternal Lab History: IRON-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: IRON-postPregnancy:1.000
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.351
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.331
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.240
Maternal Procedure History:97001-postPregnancy:0.239
Maternal Lab History: FERRITIN-postPregnancy:0.195
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.194
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.170
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.155
Maternal Lab History: HEMATOCRIT-postPregnancy:0.146
Maternal Diagnosis:9ccs5:HIV infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:1.000
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.287
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.194
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.156
Maternal Lab History: IRON-postPregnancy:-0.143
Maternal Diagnosis:9ccs46:Bnign ut neo:0.141
Diagnosis:9ccs216:Nerv cong an:0.141
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.138
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.132
Maternal Lab History: MONOCYTE-otherPregnancy:-0.130
Maternal Lab History: A/G-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: A/G-otherPregnancy:1.000
Maternal Lab History: GLOBULIN-otherPregnancy:-0.727
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.595
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.439
Maternal Lab History: URIC ACID-otherPregnancy:-0.330
Maternal Lab History: A/G-postPregnancy:0.324
Diagnosis:9ccs76:Meningitis:-0.318
Maternal Procedure History:86703-postPregnancy:-0.305
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.300
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.284
Maternal Lab History: O2 SATURATION-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: O2 SATURATION-postPregnancy:1.000
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.820
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.817
Maternal Lab History: BICARBONATE-postPregnancy:-0.778
Maternal Lab History: PO2-postPregnancy:0.689
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.376
Maternal Lab History: HERPES II IgG-postPregnancy:-0.344
Maternal Procedure History:97140-postPregnancy:0.321
Maternal Lab History: FERRITIN-postPregnancy:-0.309
Maternal Lab History: UIBC-postPregnancy:0.276
Maternal Procedure History:90663-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Procedure History:90663-postPregnancy:1.000
Maternal Procedure History:90470-postPregnancy:0.992
Maternal Lab History: ALT-postPregnancy:0.348
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.339
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.320
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.320
Maternal Lab History: LIPASE-postPregnancy:-0.294
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.276
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.267
Maternal Lab History: AMYLASE-postPregnancy:0.251
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.910
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.893
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.782
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.319
Maternal Lab History: POLYS-otherPregnancy:0.263
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.243
Maternal Lab History: URINE KETONES-postPregnancy:0.216
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.207
Maternal Procedure History:81025-otherPregnancy:-0.192
Maternal Lab History: 1/2 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: 1/2 HOUR-postPregnancy:1.000
Maternal Lab History: 1 HOUR-postPregnancy:0.656
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.359
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.349
Maternal Lab History: 3 HOUR-postPregnancy:-0.348
Maternal Lab History: FASTING-postPregnancy:0.327
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.310
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.280
Maternal Lab History: 1 HOUR-otherPregnancy:0.260
Maternal Procedure History:96372-otherPregnancy:-0.233
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:1.000
Maternal Lab History: MUMPS IGG-postPregnancy:0.353
Maternal Lab History: TP PERIOD-postPregnancy:0.252
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.242
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.170
Maternal Lab History: BUN-postPregnancy:-0.149
Maternal Procedure History:90746-postPregnancy:-0.143
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.139
Maternal Lab History: FERRITIN-postPregnancy:-0.128
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.125
Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.292
Maternal Procedure History:97014-postPregnancy:-0.111
Diagnosis:9ccs138:Esophgeal dx:-0.108
Diagnosis:9ccs250:Nausea/vomit:-0.100
Diagnosis:9ccs74:Ot mentl cnd:-0.082
Maternal Procedure History:97110-postPregnancy:-0.076
Diagnosis:9ccs133:Oth low resp:-0.071
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.069
Newborn Diagnosis:9ccs222:Perint jaund:-0.068
Diagnosis:9ccs198:Ot infl skin:-0.066
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.445
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.332
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.302
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.220
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.220
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.220
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.208
Maternal Diagnosis:9ccs48:Thyroid dsor:0.201
Maternal Lab History: POLYS-postPregnancy:-0.198
Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs238:Complic proc:-0.305
Maternal Diagnosis:9ccs49:DiabMel no c:-0.122
Diagnosis:9ccs95:Oth nerv dx:-0.106
Newborn Diagnosis:9ccs96:Hrt valve dx:0.096
Newborn Diagnosis:9ccs94:Other ear dx:0.093
Diagnosis:9ccs138:Esophgeal dx:-0.093
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.075
Newborn Diagnosis:9ccs219:Low birth wt:-0.070
Diagnosis:9ccs140:Gastritis:0.069
Newborn Diagnosis:9ccs256:Exam/eval:-0.069
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:1.000
Maternal Lab History: URIC ACID-otherPregnancy:0.566
Maternal Lab History: APF MoM-otherPregnancy:-0.334
Maternal Lab History: 1 HOUR-otherPregnancy:0.294
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.212
Maternal Lab History: 2 HOUR-otherPregnancy:0.189
Maternal Lab History: FASTING-otherPregnancy:0.187
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.179
Maternal Lab History: INHMOM-otherPregnancy:-0.177
Maternal Lab History: PAPP-A-otherPregnancy:-0.169
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.836
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.429
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.321
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.311
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.295
Maternal Procedure History:81025-otherPregnancy:0.269
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.264
Maternal Lab History: POLYS-otherPregnancy:-0.249
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.242
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.334
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.305
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.278
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.255
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.240
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.240
Maternal Lab History: T-3(Total)-postPregnancy:0.235
Maternal Procedure History:S9470-otherPregnancy:0.234
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:-0.219
Maternal Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs62:Coag/hemr dx:1.000
Maternal Procedure History:97001-postPregnancy:0.259
Diagnosis:9ccs2:Septicemia:0.164
Maternal Diagnosis:9ccs60:Acut p-h anm:0.158
Maternal Lab History: IRON-postPregnancy:0.155
Maternal Procedure History:90656-postPregnancy:0.146
Maternal Procedure History:97140-postPregnancy:-0.124
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.121
Maternal Lab History: MAGNESIUM-postPregnancy:0.113
Newborn Diagnosis:9ccs219:Low birth wt:0.110
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:1.000
Maternal Lab History: BILE ACIDS-otherPregnancy:0.900
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.751
Maternal Lab History: GAMMA GT-otherPregnancy:0.586
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.371
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.371
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.302
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.294
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.276
Maternal Lab History: GAMMA GT-postPregnancy:0.248
Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2:Septicemia:1.000
Maternal Procedure History:58300-postPregnancy:0.191
Maternal Lab History: FASTING-postPregnancy:-0.169
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.164
Newborn Diagnosis:9ccs215:gu cong anom:0.132
Maternal Lab History: AFP-postPregnancy:0.126
Diagnosis:9ccs240:Burns:0.113
Diagnosis:9ccs215:gu cong anom:0.097
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.094
Diagnosis:9ccs83:Epilepsy/cnv:0.094
Maternal Diagnosis:9ccs159:UTI-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.621 [0.187 2.064] | indivs AUC:0.502
Correlated most with:
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:1.000
Maternal Diagnosis:9ccs255:Social admin-otherPregnancy:0.291
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.284
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.268
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.252
Maternal Procedure History:96372-otherPregnancy:0.233
Maternal Lab History: CREATININE-otherPregnancy:-0.232
Maternal Diagnosis:9ccs159:UTI-postPregnancy:0.225
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.212
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.212
Maternal Diagnosis:9ccs84:Headache/mig | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs84:Headache/mig:1.000
Maternal Diagnosis:9ccs238:Complic proc:0.132
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.122
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.100
Maternal Diagnosis:9ccs196:Nml preg/del:-0.087
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.083
Diagnosis:9ccs215:gu cong anom:0.077
Maternal Procedure History:90471-otherPregnancy:0.073
Maternal Diagnosis:9ccs168:PID:0.062
Maternal Diagnosis:9ccs183:HTN in preg:0.061
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:1.000
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.295
Maternal Lab History: FREE T-4-postPregnancy:0.280
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.264
Maternal Lab History: Varicella IgG-postPregnancy:0.246
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.245
Maternal Lab History: BUN-postPregnancy:0.239
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.225
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.220
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.219
Maternal Lab History: URINE CULTURE-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: URINE CULTURE-otherPregnancy:1.000
Maternal Lab History: URINE CULTURE-postPregnancy:0.565
Maternal Lab History: RDW-otherPregnancy:0.183
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.176
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.161
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.150
Maternal Lab History: BUN-otherPregnancy:-0.139
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.133
Maternal Lab History: SODIUM-otherPregnancy:-0.132
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.132
Maternal Lab History: ABSOLUTE BASO-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.836
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.500
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.405
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:0.398
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.318
Maternal Procedure History:81025-otherPregnancy:0.306
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.304
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.292
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.284
Maternal Lab History: PO2-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: PO2-postPregnancy:1.000
Maternal Lab History: O2 SATURATION-postPregnancy:0.689
Maternal Lab History: BICARBONATE-postPregnancy:-0.671
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.611
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.574
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.408
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.391
Maternal Lab History: INR-postPregnancy:-0.351
Maternal Lab History: BASE DEFICIT-postPregnancy:0.277
Maternal Lab History: MAGNESIUM-postPregnancy:0.262
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:1.000
Maternal Lab History: FREE T-4-otherPregnancy:-0.725
Maternal Diagnosis:9ccs98:HTN:0.393
Maternal Lab History: PHOSPHOROUS-postPregnancy:0.392
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.386
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.305
Maternal Lab History: MAGNESIUM-postPregnancy:-0.291
Maternal Lab History: LDL-postPregnancy:0.158
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:0.137
Maternal Procedure History:36415-postPregnancy:0.116
Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2:Septicemia:-0.124
Maternal Diagnosis:9ccs62:Coag/hemr dx:-0.124
Diagnosis:9ccs159:UTI:0.085
Diagnosis:9ccs58:Ot nutrit dx:0.083
Diagnosis:9ccs224:Ot perint dx:-0.082
Diagnosis:9ccs83:Epilepsy/cnv:-0.074
Diagnosis:9ccs208:Acq foot def:0.068
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.068
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.068
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.058
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:1.000
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.313
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.234
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.177
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.164
Maternal Lab History: T-3(Total)-postPregnancy:0.154
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.149
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.149
Maternal Lab History: PT-postPregnancy:0.146
Maternal Lab History: INHMOM-otherPregnancy:-0.146
Maternal Lab History: ABSOLUTE MONO-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:1.000
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:0.432
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.398
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.321
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.207
Maternal Diagnosis:9ccs159:UTI:0.185
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:-0.180
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.171
Maternal Lab History: PH-otherPregnancy:-0.161
Maternal Lab History: GLOBULIN-otherPregnancy:0.157
Maternal Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.777 [0.628 22.717] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx:1.000
Diagnosis:9ccs168:PID:0.155
Diagnosis:9ccs63:Wht blood dx:0.155
Maternal Diagnosis:9ccs196:Nml preg/del:-0.120
Maternal Diagnosis:9ccs106:Dysrhythmia:0.088
Maternal Diagnosis:9ccs60:Acut p-h anm:0.084
Maternal Diagnosis:9ccs259:Unclassified:0.075
Maternal Diagnosis:9ccs128:Asthma:0.063
Maternal Diagnosis:9ccs181:Ot preg comp:0.062
Maternal Diagnosis:9ccs186:DM in preg:0.056
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 1.415 [0.469 4.266] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:1.000
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.296
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.206
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.197
Maternal Lab History: INHMOM-otherPregnancy:0.184
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.177
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.169
Maternal Lab History: GAMMA GT-postPregnancy:0.160
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.159
Maternal Procedure History:97140-postPregnancy:0.156
* Maternal Lab History: TIMED URINE CREATININE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 40.510 [4.962 330.693] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:1.000
Maternal Lab History: BICARBONATE-postPregnancy:0.263
Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.248
Maternal Lab History: 3 HOUR-otherPregnancy:-0.230
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.224
Maternal Lab History: TP PERIOD-postPregnancy:-0.224
Maternal Lab History: O2 SATURATION-postPregnancy:-0.203
Maternal Lab History: AST (SGOT)-postPregnancy:-0.158
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.153
Maternal Lab History: 2 HOUR-otherPregnancy:-0.150
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.125
Diagnosis:9ccs250:Nausea/vomit:0.120
Newborn Diagnosis:9ccs215:gu cong anom:0.100
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.090
Diagnosis:9ccs240:Burns:0.085
Maternal Diagnosis:9ccs48:Thyroid dsor:0.082
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.078
Diagnosis:9ccs215:gu cong anom:0.072
Diagnosis:9ccs138:Esophgeal dx:0.072
Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:1.000
Diagnosis:9ccs83:Epilepsy/cnv:0.193
Diagnosis:9ccs51:Ot endo dsor:0.113
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.109
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Diagnosis:9ccs167:Breast dx:0.104
Maternal Diagnosis:9ccs182:Hemorr preg:0.083
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.083
Diagnosis:9ccs247:Lymph enlarg:0.075
Diagnosis:9ccs7:Viral infect:0.070
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:1.000
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.418
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.302
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.299
Maternal Procedure History:90470-postPregnancy:0.276
Maternal Procedure History:90663-postPregnancy:0.276
Maternal Lab History: APF MoM-otherPregnancy:0.233
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.231
Maternal Lab History: INHMOM-otherPregnancy:0.229
Maternal Lab History: PT-postPregnancy:0.228
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:1.000
Maternal Lab History: T-3(Total)-postPregnancy:-0.288
Maternal Diagnosis:9ccs167:Breast dx-postPregnancy:0.257
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.248
Maternal Procedure History:96372-otherPregnancy:0.224
Maternal Lab History: GFR Calculation-postPregnancy:0.212
Maternal Lab History: GFR in African American-postPregnancy:0.210
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.158
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.151
Newborn Diagnosis:9ccs95:Oth nerv dx:0.146
Maternal Lab History: GFR Calculation-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:1.000
Maternal Lab History: GFR in African American-postPregnancy:1.000
Maternal Lab History: T-3(Total)-postPregnancy:-0.265
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:0.212
Maternal Lab History: INHMOM-otherPregnancy:0.201
Maternal Lab History: UREA NITROGEN-postPregnancy:-0.184
Maternal Lab History: FREE T-4-postPregnancy:-0.171
Maternal Lab History: URIC ACID-postPregnancy:0.163
Maternal Procedure History:97014-postPregnancy:-0.160
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.160
Maternal Lab History: TP PERIOD-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: nan [ nan nan] | indivs AUC:0.473
Correlated most with:
Maternal Lab History: TP PERIOD-postPregnancy:1.000
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.953
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.433
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.252
Maternal Lab History: TP VOLUME-postPregnancy:-0.229
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.224
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.222
Diagnosis:9ccs243:Poisn nonmed:0.213
Lab:292495 LEAD LEVEL - Sunrise:-0.180
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.167
Maternal Lab History: BILE ACIDS-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: BILE ACIDS-otherPregnancy:1.000
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.964
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.900
Maternal Lab History: GAMMA GT-otherPregnancy:0.516
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.326
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.326
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.265
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.258
Maternal Lab History: INHIBIN A MOM-otherPregnancy:0.252
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.249
Maternal Lab History: PTT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: PTT-otherPregnancy:1.000
Maternal Lab History: INR-otherPregnancy:0.549
Maternal Lab History: PT-otherPregnancy:0.465
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.346
Maternal Diagnosis:9ccs238:Complic proc:-0.240
Maternal Lab History: URINE KETONES-postPregnancy:0.232
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.210
Maternal Lab History: URINE KETONES-otherPregnancy:0.189
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.187
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.173
Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs242:Poisn ot med:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.336
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.329
Diagnosis:9ccs204:Ot joint dx:0.283
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.217
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.173
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.166
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.159
Diagnosis:9ccs243:Poisn nonmed:0.115
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.109
Maternal Diagnosis:9ccs98:HTN | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs98:HTN:1.000
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.393
Maternal Lab History: FREE T-4-otherPregnancy:-0.270
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.255
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.229
Maternal Diagnosis:9ccs183:HTN in preg:0.188
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.180
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.179
Maternal Lab History: PHOSPHOROUS-postPregnancy:0.178
Maternal Lab History: CHOLESTEROL-postPregnancy:0.176
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:1.000
Maternal Procedure History:90472-postPregnancy:0.296
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.271
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.227
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.226
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.195
Maternal Lab History: GAMMA GT-postPregnancy:0.183
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.178
Diagnosis:9ccs208:Acq foot def:0.176
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.176
Maternal Lab History: GFR Calculation-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: GFR Calculation-otherPregnancy:1.000
Maternal Lab History: GFR in African American-otherPregnancy:1.000
Maternal Lab History: UREA NITROGEN-otherPregnancy:-0.468
Lab:323825 STREP SCREEN THROAT - Sunrise:0.423
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.343
Maternal Lab History: PH-otherPregnancy:0.321
Maternal Lab History: BUN-otherPregnancy:-0.265
Maternal Lab History: GLUCOSE-otherPregnancy:-0.210
Maternal Lab History: MONOCYTE-otherPregnancy:0.182
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.182
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:1.000
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.522
Maternal Lab History: NT MoM-otherPregnancy:0.488
Lab:323825 STREP SCREEN THROAT - Sunrise:0.487
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.477
Maternal Lab History: HCG-otherPregnancy:-0.370
Maternal Lab History: GFR in African American-otherPregnancy:0.344
Maternal Lab History: GFR Calculation-otherPregnancy:0.343
Maternal Lab History: APF MoM-otherPregnancy:-0.309
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.257
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 0.310 [0.041 2.334] | indivs AUC:0.504
Correlated most with:
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:1.000
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.343
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.339
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.271
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.202
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.189
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.173
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.168
Maternal Lab History: GAMMA GT-postPregnancy:0.162
Maternal Lab History: UREA NITROGEN-postPregnancy:0.161
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:1.000
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.335
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.288
Maternal Procedure History:87880-postPregnancy:0.259
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.252
Maternal Lab History: LDL-otherPregnancy:0.235
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.231
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.225
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.220
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.220
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 3.254 [0.946 11.197] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:1.000
Maternal Procedure History:86703-postPregnancy:0.295
Maternal Lab History: A/G-otherPregnancy:-0.284
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.267
Maternal Lab History: A/G-postPregnancy:-0.252
Maternal Lab History: GLOBULIN-otherPregnancy:0.251
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.248
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.246
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.245
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.243
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:1.000
Maternal Procedure History:97140-postPregnancy:0.231
Maternal Lab History: VLDL-postPregnancy:0.229
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.223
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.190
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.189
Maternal Lab History: Varicella IgG-postPregnancy:0.180
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.179
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.178
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.177
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:1.000
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.297
Maternal Lab History: Varicella IgG-postPregnancy:0.210
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.209
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.195
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.186
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.176
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.176
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.176
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.155
Maternal Lab History: PHOSPHOROUS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.512
Correlated most with:
Maternal Lab History: PHOSPHOROUS-postPregnancy:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.440
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.392
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.248
Maternal Lab History: INR-otherPregnancy:-0.223
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.195
Maternal Lab History: LDH-postPregnancy:-0.192
Maternal Lab History: PTT-otherPregnancy:-0.187
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.187
Maternal Diagnosis:9ccs98:HTN:0.178
Maternal Procedure History:90472-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 23 | OR_unadj: nan [ nan nan] | indivs AUC:0.505
Correlated most with:
Maternal Procedure History:90472-postPregnancy:1.000
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.296
Maternal Procedure History:90649-postPregnancy:0.233
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.195
Maternal Lab History: GLUCOSE-postPregnancy:-0.187
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.169
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.146
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.144
Maternal Lab History: CHLORIDE-postPregnancy:-0.140
Maternal Lab History: UREA NITROGEN-postPregnancy:0.139
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: 1.999 [0.836 4.777] | indivs AUC:0.512
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.405
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:0.265
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.254
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.254
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.253
Maternal Procedure History:81000-postPregnancy:0.248
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.219
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.218
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.215
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.254 [0.269 5.836] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:1.000
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.263
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.242
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.236
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.196
Maternal Procedure History:90656-postPregnancy:0.192
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.176
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.176
Maternal Diagnosis:9ccs10:Immuniz/scrn-postPregnancy:0.158
Diagnosis:9ccs140:Gastritis:0.155
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 0.702 [0.160 3.071] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:1.000
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.291
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.285
Maternal Procedure History:J1055-postPregnancy:0.264
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.245
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.217
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.215
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.214
Maternal Procedure History:81025-postPregnancy:0.210
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.207
Maternal Lab History: INHMOM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: INHMOM-otherPregnancy:1.000
Maternal Lab History: APF MoM-otherPregnancy:0.662
Maternal Lab History: PAPP-A-otherPregnancy:0.528
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.417
Maternal Lab History: PAPP-A-postPregnancy:0.284
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.274
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.256
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.230
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.229
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.229
Maternal Lab History: HERPES I IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: HERPES I IgG-postPregnancy:1.000
Maternal Procedure History:36415-postPregnancy:0.247
Maternal Lab History: PROLACTIN-postPregnancy:0.151
Maternal Lab History: HERPES II IgG-otherPregnancy:0.147
Maternal Lab History: ANION GAP-otherPregnancy:-0.144
Maternal Lab History: ANION GAP-postPregnancy:-0.141
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.128
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.114
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.092
Maternal Lab History: URINE PH-postPregnancy:0.090
Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.507
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.125
Maternal Lab History: HEMATOCRIT-postPregnancy:0.092
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.087
Maternal Procedure History:97014-postPregnancy:-0.083
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.081
Diagnosis:9ccs239:Superfic inj:-0.080
Maternal Lab History: ABS LYMPH-postPregnancy:-0.069
Newborn Diagnosis:9ccs95:Oth nerv dx:0.068
Maternal Diagnosis:9ccs172:Ovarian cyst:0.068
Maternal Diagnosis:9ccs191:Amnios dx:-0.066
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:1.000
Maternal Lab History: FERRITIN-postPregnancy:-0.335
Maternal Lab History: IRON-postPregnancy:-0.331
Maternal Diagnosis:9ccs5:HIV infectn:0.287
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.198
Maternal Lab History: MONOCYTE-postPregnancy:-0.184
Maternal Lab History: NEUTROPHIL-postPregnancy:0.179
Maternal Lab History: HEMATOCRIT-postPregnancy:-0.176
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.170
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:-0.154
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:1.000
Maternal Procedure History:S9470-postPregnancy:0.272
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.232
Maternal Lab History: PT-otherPregnancy:-0.205
Maternal Diagnosis:9ccs215:gu cong anom-postPregnancy:0.180
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.164
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.151
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.141
Maternal Diagnosis:9ccs168:PID-postPregnancy:0.133
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.132
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 3.408 [0.809 14.349] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:1.000
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.413
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.306
Maternal Lab History: FREE T3-postPregnancy:0.280
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.232
Maternal Diagnosis:9ccs128:Asthma:0.216
Maternal Lab History: URINE CULTURE-postPregnancy:0.187
Maternal Lab History: 3 HOUR-otherPregnancy:-0.185
Maternal Lab History: URINE CULTURE-otherPregnancy:0.176
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.173
Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:1.000
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.168
Newborn Diagnosis:9ccs95:Oth nerv dx:0.155
Maternal Diagnosis:9ccs5:HIV infectn:0.141
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.136
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.120
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.113
Maternal Lab History: MONOCYTE-otherPregnancy:-0.113
Maternal Lab History: GLUCOSE-otherPregnancy:-0.113
Diagnosis:9ccs208:Acq foot def:0.102
Maternal Lab History: HERPES II IgG-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: HERPES II IgG-postPregnancy:1.000
Maternal Lab History: FERRITIN-postPregnancy:0.743
Maternal Lab History: UIBC-postPregnancy:-0.663
Maternal Lab History: BICARBONATE-postPregnancy:0.353
Maternal Lab History: O2 SATURATION-postPregnancy:-0.344
Maternal Lab History: PO2-postPregnancy:-0.203
Maternal Lab History: CARBON DIOXIDE-postPregnancy:0.191
Maternal Lab History: PH-postPregnancy:0.171
Maternal Lab History: ABS MONOCYTES-postPregnancy:0.161
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.155
Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.497
Correlated most with:
Newborn Diagnosis:9ccs0:No DX:1.000
Newborn Diagnosis:9ccs94:Other ear dx:-0.294
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.234
Diagnosis:9ccs214:GI cong anom:0.125
Maternal Lab History: EOSINOPHIL-otherPregnancy:0.103
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.098
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.092
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.091
Maternal Lab History: URINE SUGAR-otherPregnancy:-0.091
Maternal Procedure History:36415-otherPregnancy:0.084
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:1.000
Maternal Lab History: NT MoM-otherPregnancy:0.895
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.633
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.522
Maternal Lab History: PAPP-A-otherPregnancy:0.418
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.315
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.238
Maternal Lab History: INHMOM-otherPregnancy:0.229
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.179
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.179
Maternal Lab History: GTT 90 MIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: GTT 90 MIN-postPregnancy:1.000
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.423
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.163
Maternal Lab History: 2 HOUR-postPregnancy:-0.155
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.154
Maternal Lab History: GLUCOSE-postPregnancy:-0.115
Maternal Lab History: VLDL-postPregnancy:0.111
Maternal Lab History: BILE ACIDS-otherPregnancy:0.104
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:-0.100
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.097
Maternal Lab History: Immunoglobulin E-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: Immunoglobulin E-postPregnancy:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.174
Maternal Lab History: FREE T3-postPregnancy:-0.160
Newborn Diagnosis:9ccs217:Ot cong anom:0.124
Newborn Diagnosis:9ccs94:Other ear dx:-0.120
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.119
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.109
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.097
Maternal Lab History: BASOPHIL-postPregnancy:0.093
Maternal Lab History: EOSINOPHIL-postPregnancy:0.090
Maternal Lab History: HCG-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HCG-otherPregnancy:1.000
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.429
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.370
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.346
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.288
Maternal Lab History: hCG MoM-otherPregnancy:0.281
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.224
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.218
Maternal Lab History: BUN-otherPregnancy:0.202
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.199
Maternal Lab History: METHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: METHEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.996
Maternal Lab History: O2 SATURATION-postPregnancy:-0.817
Maternal Lab History: PO2-postPregnancy:-0.574
Maternal Lab History: BICARBONATE-postPregnancy:0.493
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.449
Maternal Procedure History:97140-postPregnancy:-0.341
Maternal Lab History: PTT-postPregnancy:0.265
Maternal Lab History: INR-postPregnancy:0.263
Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.252
Maternal Lab History: FIBRINOGEN-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: FIBRINOGEN-postPregnancy:1.000
Maternal Lab History: PO2-postPregnancy:-0.391
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.275
Maternal Lab History: BICARBONATE-postPregnancy:0.247
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.246
Maternal Lab History: O2 SATURATION-postPregnancy:-0.240
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.229
Maternal Lab History: URIC ACID-postPregnancy:0.200
Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.192
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.192
Maternal Lab History: URIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: URIC ACID-otherPregnancy:1.000
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.566
Maternal Lab History: A/G-otherPregnancy:-0.330
Maternal Lab History: 1 HOUR-otherPregnancy:0.310
Maternal Lab History: GLOBULIN-otherPregnancy:0.295
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.282
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.260
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.241
Maternal Lab History: AST (SGOT)-otherPregnancy:0.235
Maternal Lab History: A/G-postPregnancy:-0.234
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:1.000
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.958
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.849
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.539
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.528
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.357
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.318
Maternal Lab History: PROLACTIN-postPregnancy:0.315
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.311
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.305
* Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 3.571 [1.159 11.003] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:1.000
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.277
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.245
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.245
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.245
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.245
Maternal Lab History: URINE SUGAR-otherPregnancy:0.236
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.222
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.222
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.205
Maternal Lab History: BICARBONATE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: BICARBONATE-postPregnancy:1.000
Maternal Lab History: O2 SATURATION-postPregnancy:-0.778
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.692
Maternal Lab History: PO2-postPregnancy:-0.671
Maternal Procedure History:97140-postPregnancy:-0.500
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.493
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.476
Maternal Lab History: HERPES II IgG-postPregnancy:0.353
Maternal Lab History: PTT-postPregnancy:0.319
Maternal Lab History: FERRITIN-postPregnancy:0.317
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.400
Diagnosis:9ccs159:UTI:0.240
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.172
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.139
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.134
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.133
Diagnosis:9ccs95:Oth nerv dx:0.098
Diagnosis:9ccs74:Ot mentl cnd:0.096
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:1.000
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.387
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.330
Maternal Lab History: T-3(Total)-postPregnancy:-0.288
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.272
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.262
Maternal Procedure History:81025-otherPregnancy:0.260
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.234
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.208
Maternal Diagnosis:9ccs84:Headache/mig-otherPregnancy:0.196
Maternal Procedure History:90658-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:90658-postPregnancy:1.000
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:0.266
Maternal Lab History: eGFR-postPregnancy:-0.232
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.231
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.231
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.231
Maternal Procedure History:90471-postPregnancy:0.203
Maternal Procedure History:99401-postPregnancy:0.196
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.189
Maternal Procedure History:86703-postPregnancy:0.187
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:1.000
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.449
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.445
Maternal Lab History: O2 SATURATION-postPregnancy:0.376
Diagnosis:9ccs168:PID:0.273
Maternal Lab History: BASE DEFICIT-postPregnancy:-0.258
Diagnosis:9ccs205:Back problem:0.223
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:-0.195
Maternal Lab History: PO2-postPregnancy:-0.180
Maternal Lab History: PH-otherPregnancy:0.179
Maternal Lab History: URINE SUGAR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: URINE SUGAR-postPregnancy:1.000
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.307
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.272
Maternal Lab History: URINE SUGAR-otherPregnancy:0.230
Maternal Lab History: INR-otherPregnancy:-0.206
Maternal Diagnosis:9ccs258:Other screen-otherPregnancy:0.173
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.165
Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.138
Maternal Lab History: URINE PROTEIN-postPregnancy:0.130
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.128
Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:1.000
Diagnosis:9ccs64:Ot hematl dx:0.155
Diagnosis:9ccs134:Ot uppr resp:0.150
Diagnosis:9ccs89:Blindness:0.150
Diagnosis:9ccs212:Ot bone dx:0.125
Diagnosis:9ccs251:Abdomnl pain:0.120
Maternal Diagnosis:9ccs7:Viral infect:0.115
Diagnosis:9ccs154:Gastroent:0.086
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.066
Diagnosis:9ccs91:Other eye dx:0.063
Maternal Lab History: URIC ACID-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: URIC ACID-postPregnancy:1.000
Maternal Procedure History:97140-postPregnancy:0.273
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.214
Maternal Lab History: BICARBONATE-postPregnancy:-0.213
Maternal Lab History: FREE T-4-postPregnancy:-0.203
Maternal Lab History: FIBRINOGEN-postPregnancy:0.200
Maternal Lab History: BASE DEFICIT-postPregnancy:0.193
Maternal Lab History: PT-postPregnancy:-0.184
Maternal Procedure History:97110-postPregnancy:0.170
Maternal Lab History: A/G-otherPregnancy:-0.165
Maternal Lab History: LIPASE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: LIPASE-postPregnancy:1.000
Maternal Lab History: AMYLASE-postPregnancy:-0.353
Maternal Lab History: ALT-postPregnancy:-0.339
Maternal Procedure History:90470-postPregnancy:-0.294
Maternal Procedure History:90663-postPregnancy:-0.294
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:-0.240
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.183
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:-0.168
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.157
Maternal Lab History: ALBUMIN-postPregnancy:-0.147
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:1.000
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.878
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.281
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.275
Maternal Lab History: TP PERIOD-postPregnancy:0.222
Maternal Lab History: RUBELLA-postPregnancy:0.156
Maternal Lab History: PTT-postPregnancy:0.143
Diagnosis:9ccs243:Poisn nonmed:0.137
Maternal Lab History: PT-postPregnancy:-0.130
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.120
Maternal Lab History: HEMOGLOBIN A-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: HEMOGLOBIN A-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.556
Maternal Lab History: FASTING-otherPregnancy:0.215
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.195
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:0.194
Diagnosis:9ccs117:Ot circul dx:0.153
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.148
Maternal Lab History: 1 HOUR-otherPregnancy:0.147
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:-0.133
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.128
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:1.000
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.363
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.363
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.363
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.302
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.269
Maternal Procedure History:87880-postPregnancy:0.264
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.255
Maternal Lab History: POLYS-postPregnancy:-0.238
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.235
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:1.000
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.264
Maternal Lab History: BUN-postPregnancy:0.229
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.223
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.217
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.188
Maternal Lab History: FREE T-4-postPregnancy:0.185
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.176
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.173
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.168
Maternal Diagnosis:9ccs172:Ovarian cyst | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs172:Ovarian cyst:1.000
Diagnosis:9ccs175:Ot femal gen:0.166
Maternal Diagnosis:9ccs46:Bnign ut neo:0.155
Diagnosis:9ccs61:Sickle cell:0.146
Maternal Diagnosis:9ccs149:Biliary dx:0.138
Diagnosis:9ccs205:Back problem:0.125
Newborn Diagnosis:9ccs96:Hrt valve dx:0.115
Newborn Diagnosis:9ccs222:Perint jaund:0.091
Diagnosis:9ccs134:Ot uppr resp:0.067
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.066
Maternal Lab History: CHOLIC ACID-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: CHOLIC ACID-otherPregnancy:1.000
Maternal Lab History: BILE ACIDS-otherPregnancy:0.964
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.751
Maternal Lab History: GAMMA GT-otherPregnancy:0.423
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.266
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.266
Maternal Diagnosis:9ccs151:Oth liver dx-postPregnancy:0.260
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:-0.231
Maternal Lab History: VLDL-postPregnancy:0.226
Maternal Lab History: URIC ACID-otherPregnancy:0.223
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:1.000
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.837
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.385
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.328
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.311
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.300
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.240
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.223
Maternal Lab History: TP VOLUME-otherPregnancy:0.203
Maternal Diagnosis:9ccs48:Thyroid dsor:0.188
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:1.000
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.958
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.910
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.664
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.491
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.371
Maternal Lab History: PROLACTIN-postPregnancy:0.327
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.316
Maternal Lab History: TP VOLUME-postPregnancy:0.309
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.288
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:1.000
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.294
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.264
Maternal Lab History: BILE ACIDS-otherPregnancy:0.258
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.222
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.220
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.211
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.211
Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.206
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.200
Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.507
Correlated most with:
Maternal Procedure History:97014-postPregnancy:-0.193
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.156
Maternal Procedure History:97110-postPregnancy:-0.133
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.128
Newborn Diagnosis:9ccs95:Oth nerv dx:0.127
Maternal Diagnosis:9ccs172:Ovarian cyst:0.127
Maternal Lab History: AFP-otherPregnancy:-0.109
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.101
Diagnosis:9ccs216:Nerv cong an:0.100
Maternal Lab History: GLUCOSE-postPregnancy:-0.099
Maternal Lab History: ABSOLUTE EOS-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-postPregnancy:1.000
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.664
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.567
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.528
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.506
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.500
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.429
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.412
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.354
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:-0.319
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:1.000
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.297
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.269
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.210
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.205
Lab:306605 BILIRUBIN DIRECT - Sunrise:-0.194
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.194
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.187
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.182
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.172
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:1.000
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:0.364
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.246
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.222
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.222
Maternal Diagnosis:9ccs153:GI hemorrhag-postPregnancy:0.205
Maternal Lab History: Varicella IgG-postPregnancy:0.193
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.192
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.162
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.161
Maternal Lab History: PROLACTIN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.514
Correlated most with:
Maternal Lab History: PROLACTIN-postPregnancy:1.000
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.362
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.331
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.327
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.315
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.242
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.210
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.207
Maternal Lab History: TP VOLUME-postPregnancy:0.202
Newborn Diagnosis:9ccs200:Oth skin dx:0.175
Maternal Lab History: TRIGLYCERIDE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:1.000
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.539
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.359
Diagnosis:9ccs204:Ot joint dx:0.319
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.276
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.253
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.226
Maternal Lab History: LDL-otherPregnancy:0.191
Diagnosis:9ccs211:Ot conn tiss:0.189
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.185
Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.502
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.334
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.246
Maternal Procedure History:90746-postPregnancy:0.240
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.211
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.211
Diagnosis:9ccs247:Lymph enlarg:0.206
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.206
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.194
Maternal Lab History: A/G-otherPregnancy:-0.179
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:1.000
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.324
Maternal Lab History: MONOCYTE-otherPregnancy:0.271
Maternal Lab History: MONOCYTE-postPregnancy:0.231
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.180
Maternal Procedure History:81000-postPregnancy:0.179
Maternal Lab History: BASOPHIL-otherPregnancy:0.175
Maternal Procedure History:81025-otherPregnancy:0.165
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.151
Maternal Procedure History:99000-otherPregnancy:-0.143
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 1.360 [0.552 3.350] | indivs AUC:0.485
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:1.000
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.405
Maternal Lab History: CREATININE-otherPregnancy:-0.301
Maternal Diagnosis:9ccs181:Ot preg comp-otherPregnancy:0.266
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.262
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.254
Maternal Diagnosis:9ccs10:Immuniz/scrn-otherPregnancy:0.238
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.236
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.236
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.226
Maternal Lab History: APF MoM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:1.000
Maternal Lab History: INHMOM-otherPregnancy:0.662
Maternal Lab History: PAPP-A-otherPregnancy:0.380
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:-0.334
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.329
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.309
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:0.261
Maternal Lab History: PAPP-A-postPregnancy:0.237
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.233
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.231
* Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.489
Correlated most with:
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.984
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.349
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.335
Maternal Procedure History:96372-otherPregnancy:0.329
Maternal Lab History: 1 HOUR-postPregnancy:-0.315
Maternal Lab History: GLUCOSE CHALLENGE-otherPregnancy:0.285
Maternal Lab History: FASTING-postPregnancy:-0.277
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.268
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.226
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.522
Correlated most with:
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:1.000
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.283
Maternal Lab History: FASTING-postPregnancy:0.243
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.240
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.237
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.211
Maternal Lab History: 1 HOUR-otherPregnancy:0.210
Maternal Lab History: LDL-otherPregnancy:0.202
Maternal Lab History: PT-otherPregnancy:-0.190
Maternal Lab History: 1/2 HOUR-postPregnancy:0.180
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:1.000
Maternal Lab History: A/G-otherPregnancy:-0.439
Maternal Lab History: AST (SGOT)-otherPregnancy:0.401
Maternal Lab History: GLOBULIN-otherPregnancy:0.323
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.287
Maternal Lab History: URIC ACID-otherPregnancy:0.282
Maternal Procedure History:86703-postPregnancy:0.266
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.263
Maternal Lab History: A/G-postPregnancy:-0.256
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.250
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.176
Maternal Lab History: FREE T-4-postPregnancy:0.148
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.131
Diagnosis:9ccs95:Oth nerv dx:0.129
Diagnosis:9ccs211:Ot conn tiss:0.127
Maternal Lab History: URIC ACID-postPregnancy:-0.125
Maternal Lab History: GFR Calculation-postPregnancy:-0.119
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.119
Maternal Lab History: GFR in African American-postPregnancy:-0.118
Maternal Lab History: AMYLASE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: AMYLASE-postPregnancy:1.000
Maternal Lab History: LIPASE-postPregnancy:-0.353
Maternal Lab History: PT-postPregnancy:-0.332
Maternal Lab History: INR-postPregnancy:-0.260
Maternal Procedure History:90663-postPregnancy:0.251
Maternal Procedure History:90470-postPregnancy:0.251
Maternal Lab History: ALT-postPregnancy:0.221
Maternal Lab History: Alk Phos-postPregnancy:0.161
Maternal Lab History: PTT-postPregnancy:0.158
Maternal Lab History: FIBRINOGEN-postPregnancy:0.146
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:1.000
Maternal Procedure History:36415-postPregnancy:0.260
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.246
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:0.244
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.235
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.208
Maternal Procedure History:90656-postPregnancy:-0.197
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.179
Maternal Procedure History:90471-postPregnancy:0.178
Maternal Lab History: GLOBULIN-postPregnancy:-0.173
Maternal Lab History: BASE DEFICIT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: BASE DEFICIT-postPregnancy:1.000
Maternal Lab History: BICARBONATE-postPregnancy:-0.692
Maternal Procedure History:97140-postPregnancy:0.537
Maternal Procedure History:97110-postPregnancy:0.320
Maternal Lab History: PO2-postPregnancy:0.277
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.258
Maternal Lab History: PTT-postPregnancy:-0.226
Maternal Lab History: O2 SATURATION-postPregnancy:0.224
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.224
Maternal Lab History: URIC ACID-postPregnancy:0.193
Maternal Lab History: 3 HOUR-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: 3 HOUR-postPregnancy:1.000
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.496
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.348
Maternal Lab History: INR-postPregnancy:0.321
Maternal Lab History: URINE PROTEIN-postPregnancy:0.257
Maternal Lab History: 1 HOUR-postPregnancy:0.257
Maternal Lab History: AFP-postPregnancy:0.202
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.178
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.160
Maternal Lab History: 2 HOUR-postPregnancy:0.156
Maternal Lab History: NT MoM-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: NT MoM-otherPregnancy:1.000
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.895
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.488
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.314
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.283
Newborn Diagnosis:9ccs95:Oth nerv dx:0.236
Maternal Lab History: PAPP-A-otherPregnancy:0.193
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.176
Maternal Lab History: GFR in African American-postPregnancy:0.155
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.155
Maternal Lab History: T-3(Total)-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: T-3(Total)-postPregnancy:1.000
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:-0.385
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.352
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.352
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.288
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.288
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:-0.288
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.274
Maternal Lab History: GFR Calculation-postPregnancy:-0.265
Maternal Lab History: GFR in African American-postPregnancy:-0.264
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:1.000
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.296
Maternal Procedure History:97014-postPregnancy:0.285
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.220
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.217
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.174
Maternal Procedure History:87880-postPregnancy:0.164
Maternal Lab History: FREE T-4-postPregnancy:0.155
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.154
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.151
Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs64:Ot hematl dx:1.000
Diagnosis:9ccs61:Sickle cell:0.232
Maternal Lab History: FASTING-postPregnancy:0.227
Maternal Lab History: 1 HOUR-otherPregnancy:0.197
Maternal Lab History: 1/2 HOUR-postPregnancy:0.168
Maternal Lab History: URINE KETONES-otherPregnancy:0.166
Maternal Lab History: FASTING-otherPregnancy:0.165
Diagnosis:9ccs62:Coag/hemr dx:0.155
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.155
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.155
Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs163:Other GU dx:-0.238
Diagnosis:9ccs219:Low birth wt:-0.163
Maternal Diagnosis:9ccs128:Asthma:-0.132
Diagnosis:9ccs204:Ot joint dx:0.117
Diagnosis:9ccs242:Poisn ot med:0.117
Diagnosis:9ccs224:Ot perint dx:-0.111
Maternal Procedure History:86703-postPregnancy:0.101
Diagnosis:9ccs113:Late eff CVD:-0.092
Diagnosis:9ccs159:UTI:-0.089
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.089
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs250:Nausea/vomit-otherPregnancy:1.000
Maternal Lab History: APF MoM-otherPregnancy:0.261
Maternal Lab History: INHMOM-otherPregnancy:0.256
Maternal Lab History: ALT-otherPregnancy:0.234
Maternal Lab History: PAPP-A-otherPregnancy:0.178
Maternal Lab History: AST-otherPregnancy:0.166
Maternal Lab History: PLATELET COUNT-otherPregnancy:-0.152
Maternal Procedure History:90656-otherPregnancy:-0.150
Maternal Lab History: HEMOGLOBIN A1-otherPregnancy:0.147
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.146
Maternal Lab History: CHOLESTEROL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CHOLESTEROL-otherPregnancy:1.000
Maternal Lab History: LDL-otherPregnancy:0.851
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.665
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.539
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.243
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:-0.225
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.224
Diagnosis:9ccs204:Ot joint dx:0.213
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.199
Diagnosis:9ccs51:Ot endo dsor:-0.172
Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.502
Correlated most with:
Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000
Maternal Procedure History:99211-otherPregnancy:0.391
Maternal Lab History: 2 HOUR-postPregnancy:0.343
Maternal Procedure History:90746-postPregnancy:0.259
Maternal Lab History: 3 HOUR-otherPregnancy:0.227
Maternal Lab History: 2 HOUR-otherPregnancy:0.227
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.222
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.212
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.210
Maternal Lab History: 1 HOUR-postPregnancy:0.208
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:1.000
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.201
Maternal Lab History: MONOS-otherPregnancy:-0.195
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.193
Maternal Diagnosis:9ccs196:Nml preg/del-otherPregnancy:0.186
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.180
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.180
Maternal Lab History: MONOCYTE-otherPregnancy:-0.178
Maternal Procedure History:97001-postPregnancy:0.176
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.169
Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498
Correlated most with:
Newborn Diagnosis:9ccs221:Resp distres:1.000
Maternal Lab History: Varicella IgG-postPregnancy:-0.285
Newborn Diagnosis:9ccs219:Low birth wt:0.272
Newborn Diagnosis:9ccs253:Allergy:0.220
Maternal Lab History: UIBC-postPregnancy:0.206
Maternal Diagnosis:9ccs184:Early labor:0.201
Newborn Diagnosis:9ccs256:Exam/eval:0.197
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.174
Maternal Procedure History:86580-postPregnancy:0.174
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.167
Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.497
Correlated most with:
Newborn Diagnosis:9ccs95:Oth nerv dx:1.000
Maternal Lab History: FREE T-4-otherPregnancy:0.242
Maternal Lab History: NT MoM-otherPregnancy:0.236
Maternal Lab History: FASTING-otherPregnancy:-0.222
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.205
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.198
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.198
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.180
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.166
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.158
Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.491
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:0.447
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.363
Maternal Lab History: GFR in African American-otherPregnancy:0.316
Maternal Lab History: GFR Calculation-otherPregnancy:0.315
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.193
Maternal Procedure History:97014-postPregnancy:0.190
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.171
Diagnosis:9ccs163:Other GU dx:0.167
Maternal Lab History: HCG-otherPregnancy:-0.167
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.161
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:1.000
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.336
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:0.315
Maternal Lab History: NT MoM-otherPregnancy:0.314
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.248
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.248
Maternal Diagnosis:9ccs175:Ot femal gen-otherPregnancy:0.236
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.231
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.225
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.216
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:1.000
Maternal Procedure History:87880-postPregnancy:0.231
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.213
Maternal Diagnosis:9ccs69:Affective dx:0.198
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.194
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.180
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.180
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.170
Maternal Lab History: Alk Phos-otherPregnancy:0.153
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.146
Maternal Procedure History:97140-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Maternal Procedure History:97140-postPregnancy:1.000
Maternal Lab History: BASE DEFICIT-postPregnancy:0.537
Maternal Lab History: BICARBONATE-postPregnancy:-0.500
Maternal Procedure History:97110-postPregnancy:0.369
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.341
Maternal Lab History: O2 SATURATION-postPregnancy:0.321
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.282
Maternal Lab History: PTT-postPregnancy:-0.275
Maternal Lab History: URIC ACID-postPregnancy:0.273
Maternal Procedure History:97001-postPregnancy:-0.240
Maternal Lab History: GLUCOSE POCT-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: GLUCOSE POCT-postPregnancy:1.000
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.440
Maternal Lab History: INR-otherPregnancy:0.412
Maternal Lab History: LDH-postPregnancy:0.403
Maternal Lab History: PTT-otherPregnancy:0.346
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.306
Maternal Lab History: A/G-otherPregnancy:0.279
Diagnosis:9ccs51:Ot endo dsor:0.262
Maternal Lab History: MAGNESIUM-postPregnancy:-0.253
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.251
Maternal Lab History: FREE T3-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: FREE T3-postPregnancy:1.000
Maternal Lab History: FREE T-4-otherPregnancy:0.327
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.293
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.280
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.258
Maternal Lab History: LDL-otherPregnancy:-0.221
Maternal Diagnosis:9ccs48:Thyroid dsor:-0.217
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.205
Maternal Procedure History:96372-otherPregnancy:-0.201
Maternal Diagnosis:9ccs90:Eye infectn-postPregnancy:0.193
Maternal Lab History: TP VOLUME-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: TP VOLUME-otherPregnancy:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.688
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.335
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.333
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.248
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.248
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.230
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.203
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.200
Maternal Lab History: CHOLESTEROL-postPregnancy:0.186
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 2.838 [0.705 11.421] | indivs AUC:0.511
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:1.000
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.395
Maternal Procedure History:90663-postPregnancy:0.320
Maternal Procedure History:90470-postPregnancy:0.320
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.263
Maternal Lab History: TP VOLUME-otherPregnancy:0.248
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.236
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.232
Maternal Lab History: FASTING-postPregnancy:0.214
Maternal Lab History: 1 HOUR-otherPregnancy:0.206
Maternal Diagnosis:9ccs128:Asthma-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 18 | OR_unadj: 2.190 [0.774 6.196] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:1.000
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.413
Maternal Diagnosis:9ccs128:Asthma:0.249
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.248
Maternal Procedure History:36416-postPregnancy:0.216
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.214
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.201
Maternal Lab History: FREE T3-postPregnancy:0.187
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.186
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.181
Maternal Diagnosis:9ccs149:Biliary dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.509
Correlated most with:
Maternal Diagnosis:9ccs149:Biliary dx:1.000
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.217
Maternal Lab History: AST-postPregnancy:0.159
Maternal Diagnosis:9ccs172:Ovarian cyst:0.138
Maternal Lab History: TP VOLUME-postPregnancy:0.136
Maternal Lab History: GFR in African American-postPregnancy:-0.128
Maternal Lab History: GFR Calculation-postPregnancy:-0.128
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.126
Maternal Diagnosis:9ccs181:Ot preg comp:0.121
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.119
Maternal Procedure History:90746-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Procedure History:90746-postPregnancy:1.000
Maternal Procedure History:90772-postPregnancy:-0.451
Maternal Procedure History:86580-postPregnancy:0.384
Maternal Procedure History:J1055-postPregnancy:-0.363
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.259
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.240
Maternal Diagnosis:9ccs61:Sickle cell:0.217
Maternal Procedure History:90471-postPregnancy:0.190
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.169
Maternal Lab History: Varicella IgG-postPregnancy:0.161
* Maternal Diagnosis:9ccs98:HTN-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 5.725 [1.645 19.920] | indivs AUC:0.518
Correlated most with:
Maternal Diagnosis:9ccs98:HTN-postPregnancy:1.000
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.564
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.305
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.280
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.280
Maternal Diagnosis:9ccs98:HTN:0.255
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.255
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.232
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.216
Maternal Lab History: FREE T-4-otherPregnancy:-0.210
Maternal Lab History: CREATININE PERIOD-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: CREATININE PERIOD-postPregnancy:1.000
Maternal Lab History: TP PERIOD-postPregnancy:0.953
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.417
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.281
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:-0.248
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.242
Diagnosis:9ccs243:Poisn nonmed:0.205
Maternal Lab History: CREATININE VOLUME-postPregnancy:-0.175
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.173
Lab:292495 LEAD LEVEL - Sunrise:-0.173
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:1.000
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.296
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.280
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.224
Maternal Lab History: AST (SGOT)-postPregnancy:-0.220
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.208
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.186
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:0.174
Maternal Lab History: 3 HOUR-otherPregnancy:-0.165
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.163
Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs61:Sickle cell:1.000
Diagnosis:9ccs64:Ot hematl dx:0.232
Maternal Diagnosis:9ccs61:Sickle cell:0.218
Maternal Diagnosis:9ccs172:Ovarian cyst:0.146
Maternal Diagnosis:9ccs46:Bnign ut neo:0.113
Diagnosis:9ccs259:Unclassified:0.111
Newborn Diagnosis:9ccs256:Exam/eval:0.082
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs198:Ot infl skin:0.075
Lab:295669 BILIRUBIN DIRECT - LMC:0.070
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:1.000
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.729
Maternal Lab History: T-3(Total)-postPregnancy:-0.385
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.245
Maternal Lab History: ANION GAP-postPregnancy:-0.187
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.180
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.180
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.180
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.164
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.155
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:1.000
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.729
Maternal Procedure History:J1055-postPregnancy:0.456
Maternal Lab History: T-3(Total)-postPregnancy:-0.352
Maternal Procedure History:90772-postPregnancy:0.348
Maternal Diagnosis:9ccs198:Ot infl skin-postPregnancy:0.285
Maternal Diagnosis:9ccs53:Hyperlipidem-postPregnancy:0.226
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.222
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.204
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.190
Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs205:Back problem:1.000
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.223
Maternal Lab History: APF MoM-otherPregnancy:0.213
Maternal Lab History: INHMOM-otherPregnancy:0.210
Diagnosis:9ccs168:PID:0.200
Maternal Lab History: PAPP-A-postPregnancy:0.158
Maternal Lab History: PAPP-A-otherPregnancy:0.146
Diagnosis:9ccs224:Ot perint dx:0.140
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.125
Maternal Diagnosis:9ccs69:Affective dx:0.125
* Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 5.688 [1.142 28.338] | indivs AUC:0.520
Correlated most with:
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:1.000
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.289
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.286
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.269
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.259
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.243
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.233
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.225
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.223
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.222
Maternal Lab History: ABSOLUTE BASO-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: ABSOLUTE BASO-postPregnancy:1.000
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:0.910
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.849
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.567
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.411
Maternal Lab History: PROLACTIN-postPregnancy:0.362
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.351
Maternal Lab History: TP VOLUME-postPregnancy:0.342
Newborn Diagnosis:9ccs200:Oth skin dx:0.296
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.254
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:1.000
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.324
Maternal Lab History: MONOCYTE-otherPregnancy:0.178
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.163
Maternal Lab History: MONOCYTE-postPregnancy:0.152
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.136
Maternal Lab History: CALC GESTATIONAL AGE-postPregnancy:0.132
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:0.117
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.115
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.115
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.508
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:0.445
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.389
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.387
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.353
Maternal Lab History: TP VOLUME-otherPregnancy:0.333
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.325
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.277
Maternal Lab History: CHOLESTEROL-postPregnancy:0.276
Maternal Lab History: LDL-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: LDL-otherPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:0.864
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.851
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:0.325
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.238
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.235
Maternal Lab History: FREE T3-postPregnancy:-0.221
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.219
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.213
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.202
Maternal Diagnosis:10ccs255:Social admin-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:1.000
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.434
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.431
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.331
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.286
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.269
Maternal Procedure History:90658-postPregnancy:0.266
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.263
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.257
Maternal Lab History: APF MoM-otherPregnancy:-0.231
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:1.000
Maternal Lab History: LDL-otherPregnancy:0.864
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.665
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.462
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:-0.302
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.290
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.278
Maternal Lab History: FREE T-4-otherPregnancy:-0.265
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.265
Maternal Lab History: FREE T3-postPregnancy:-0.258
Maternal Lab History: MUMPS IGG-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: MUMPS IGG-postPregnancy:1.000
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:0.353
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.249
Maternal Lab History: eGFR-postPregnancy:-0.229
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.223
Maternal Procedure History:90649-postPregnancy:-0.159
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:0.132
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.124
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.123
Maternal Lab History: CALCIUM-postPregnancy:0.120
Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs175:Ot femal gen:1.000
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.205
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.166
Maternal Diagnosis:9ccs172:Ovarian cyst:0.166
Maternal Procedure History:96372-postPregnancy:0.141
Maternal Diagnosis:9ccs46:Bnign ut neo:0.130
Maternal Lab History: MAGNESIUM-postPregnancy:-0.117
Diagnosis:9ccs240:Burns:0.104
Diagnosis:9ccs163:Other GU dx:0.104
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.100
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HCV Signal to Cutoff Ratio-postPregnancy:1.000
Maternal Lab History: VLDL-postPregnancy:-0.336
Maternal Lab History: TRIGLYCERIDE-postPregnancy:-0.265
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:-0.259
Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.205
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:-0.189
Maternal Lab History: FASTING-postPregnancy:-0.176
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.174
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.174
Maternal Diagnosis:9ccs134:Ot uppr resp-postPregnancy:0.165
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 0.562 [0.072 4.406] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:1.000
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.399
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.283
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:0.220
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.212
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.201
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.193
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.192
Maternal Diagnosis:9ccs4:Mycoses-otherPregnancy:0.186
Maternal Lab History: CREATININE-otherPregnancy:-0.175
Maternal Lab History: FREE T-4-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: FREE T-4-otherPregnancy:1.000
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:-0.725
Maternal Lab History: FREE T3-postPregnancy:0.327
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.324
Maternal Lab History: MAGNESIUM-postPregnancy:0.312
Maternal Diagnosis:9ccs98:HTN:-0.270
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.265
Newborn Diagnosis:9ccs95:Oth nerv dx:0.242
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.221
Maternal Diagnosis:9ccs98:HTN-postPregnancy:-0.210
Maternal Diagnosis:9ccs244:Other injury-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:1.000
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:0.296
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:-0.284
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.280
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.267
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.264
Maternal Lab History: IRON-postPregnancy:0.240
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.238
Maternal Lab History: 3 HOUR-otherPregnancy:-0.234
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.220
Maternal Lab History: COLONY COUNT-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 5.669 [0.795 40.431] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: COLONY COUNT-otherPregnancy:1.000
Maternal Lab History: Alk Phos-otherPregnancy:0.258
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:-0.258
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.214
Maternal Lab History: HCG-postPregnancy:-0.195
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:-0.181
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.171
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.165
Maternal Lab History: RUBELLA-otherPregnancy:0.160
Maternal Lab History: POTASSIUM-otherPregnancy:-0.157
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:1.000
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.313
Maternal Lab History: INHMOM-otherPregnancy:-0.230
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.222
Diagnosis:9ccs238:Complic proc:0.180
Maternal Procedure History:81025-otherPregnancy:0.177
Maternal Lab History: NT MoM-otherPregnancy:-0.176
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.172
Maternal Lab History: VLDL-postPregnancy:0.170
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.164
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 3.777 [0.628 22.717] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.445
Maternal Lab History: TSH THIRD GENERATION-otherPregnancy:0.386
Maternal Lab History: CHENODEOXYCHOLIC ACID-otherPregnancy:0.371
Maternal Lab History: BILE ACIDS-otherPregnancy:0.326
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.307
Maternal Lab History: GAMMA GT-otherPregnancy:0.301
Maternal Procedure History:96372-otherPregnancy:0.300
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.290
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.266
* Maternal Lab History: CREATININE VOLUME-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 17.087 [1.770 164.921] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: CREATININE VOLUME-postPregnancy:1.000
Maternal Lab History: TP VOLUME-postPregnancy:0.689
Maternal Diagnosis:9ccs98:HTN:0.229
Maternal Diagnosis:9ccs149:Biliary dx:0.217
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.184
Maternal Lab History: 3 HOUR-otherPregnancy:-0.181
Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.175
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.172
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.165
Maternal Lab History: TP PERIOD-postPregnancy:-0.147
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:1.000
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:0.398
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.398
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.363
Maternal Lab History: POLYS-postPregnancy:-0.301
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.280
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.259
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.245
Maternal Lab History: CREATININE CLEARANCE-postPregnancy:0.238
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.220
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:1.000
Maternal Lab History: T-3(Total)-postPregnancy:-0.352
Maternal Lab History: URINE SUGAR-postPregnancy:0.307
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.286
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.269
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.188
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.180
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.180
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.164
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.164
* Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:97014-postPregnancy:-0.371
Maternal Procedure History:97110-postPregnancy:-0.256
Maternal Lab History: GLUCOSE-postPregnancy:-0.191
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.139
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.128
Diagnosis:9ccs216:Nerv cong an:-0.110
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.104
Maternal Lab History: GFR Calculation-postPregnancy:0.104
Maternal Procedure History:86703-postPregnancy:-0.103
Maternal Lab History: GFR in African American-postPregnancy:0.101
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:1.000
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.462
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.359
Maternal Lab History: FREE T-4-otherPregnancy:0.324
Maternal Lab History: LDL-otherPregnancy:-0.238
Maternal Lab History: LDH-otherPregnancy:-0.214
Newborn Diagnosis:9ccs95:Oth nerv dx:0.205
Diagnosis:9ccs204:Ot joint dx:0.200
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.188
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.175
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:1.000
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.347
Maternal Lab History: PROLACTIN-postPregnancy:-0.331
Maternal Lab History: AST-postPregnancy:0.180
Maternal Lab History: AST (SGOT)-otherPregnancy:0.163
Diagnosis:9ccs147:Anal/rectal:-0.151
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.148
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.145
Maternal Lab History: ALT-postPregnancy:0.132
Maternal Lab History: HEMOGLOBIN A-otherPregnancy:-0.124
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 5.651 [0.352 90.639] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:1.000
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.716
Maternal Lab History: TP VOLUME-otherPregnancy:0.688
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.389
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.353
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.314
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.300
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.263
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-postPregnancy:0.244
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:-0.226
Vital : 0.75467787157
MatDeliveryAge : 0.00732972267542
Number of Visits : 0.0068566664858
Census : 0.0829086581266
Maternal Lab History : 0.0989033817556
Diagnosis : 0.0209538917897
Maternal Diagnosis : 0.0179272651694
Newborn Diagnosis : 0.00336537057798
Maternal Procedure History : 0.0057476267159
Lab : 0.00132954513386
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_index_min_5_full
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_results_min_5_full
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_models_min_5_full.pkl
-----------------------------------------------------
girls min_5 no_census lasso
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.917, R^2 test: -3.107 Bootstrap CV 3, alpha = 0.005, R^2 train: 0.698, R^2 test: -0.401 Bootstrap CV 3, alpha = 0.01, R^2 train: 0.585, R^2 test: -0.117 Bootstrap CV 3, alpha = 0.1, R^2 train: 0.293, R^2 test: 0.231 best alpha via bootstrap CV: 0.1 AUC Train: 0.766, Explained Variance Score Train: 0.293 AUC Validation: 0.829, Explained Variance Score Validation: 0.375 AUC Test: 0.735, Explained Variance Score Test: 0.232
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.959, R^2 test: -0.981
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.832, R^2 test: -0.062
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.746, R^2 test: 0.118
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.416, R^2 test: 0.259
best alpha via bootstrap CV: 0.1
AUC Train: 0.821, Explained Variance Score Train: 0.416
AUC Validation: 0.810, Explained Variance Score Validation: 0.293
AUC Test: 0.736, Explained Variance Score Test: 0.272
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.874, R^2 test: -1.270
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.781, R^2 test: -0.147
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.715, R^2 test: 0.032
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.424, R^2 test: 0.239
best alpha via bootstrap CV: 0.1
AUC Train: 0.776, Explained Variance Score Train: 0.424
AUC Validation: 0.729, Explained Variance Score Validation: 0.174
AUC Test: 0.730, Explained Variance Score Test: 0.247
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.881, R^2 test: -1.173
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.691, R^2 test: 0.057
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.592, R^2 test: 0.183
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.352, R^2 test: 0.241
best alpha via bootstrap CV: 0.1
AUC Train: 0.833, Explained Variance Score Train: 0.352
AUC Validation: 0.761, Explained Variance Score Validation: 0.252
AUC Test: 0.735, Explained Variance Score Test: 0.242
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.962, R^2 test: -1.300
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.821, R^2 test: -0.243
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.695, R^2 test: 0.046
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.400, R^2 test: 0.257
best alpha via bootstrap CV: 0.1
AUC Train: 0.800, Explained Variance Score Train: 0.400
AUC Validation: 0.698, Explained Variance Score Validation: 0.190
AUC Test: 0.740, Explained Variance Score Test: 0.259
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.882, R^2 test: -1.318
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.724, R^2 test: -0.032
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.621, R^2 test: 0.159
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.260, R^2 test: 0.196
best alpha via bootstrap CV: 0.1
AUC Train: 0.850, Explained Variance Score Train: 0.260
AUC Validation: 0.733, Explained Variance Score Validation: 0.144
AUC Test: 0.721, Explained Variance Score Test: 0.205
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.902, R^2 test: -0.981
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.737, R^2 test: -0.081
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.641, R^2 test: 0.097
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.337, R^2 test: 0.246
best alpha via bootstrap CV: 0.1
AUC Train: 0.795, Explained Variance Score Train: 0.337
AUC Validation: 0.787, Explained Variance Score Validation: 0.310
AUC Test: 0.741, Explained Variance Score Test: 0.255
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.966, R^2 test: -0.945
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.827, R^2 test: -0.078
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.732, R^2 test: 0.060
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.388, R^2 test: 0.242
best alpha via bootstrap CV: 0.1
AUC Train: 0.763, Explained Variance Score Train: 0.388
AUC Validation: 0.770, Explained Variance Score Validation: 0.268
AUC Test: 0.722, Explained Variance Score Test: 0.250
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.928, R^2 test: -2.224
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.799, R^2 test: -0.108
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.734, R^2 test: 0.098
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.475, R^2 test: 0.255
best alpha via bootstrap CV: 0.1
AUC Train: 0.861, Explained Variance Score Train: 0.475
AUC Validation: 0.740, Explained Variance Score Validation: 0.212
AUC Test: 0.738, Explained Variance Score Test: 0.263
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.964, R^2 test: -0.726
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.851, R^2 test: 0.079
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.774, R^2 test: 0.167
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.516, R^2 test: 0.271
best alpha via bootstrap CV: 0.1
AUC Train: 0.852, Explained Variance Score Train: 0.516
AUC Validation: 0.857, Explained Variance Score Validation: 0.335
AUC Test: 0.735, Explained Variance Score Test: 0.272
total variables 335 and total subjects: 1698
->AUC validation: 0.771 95% CI: [0.742 , 0.801]
->AUC test: 0.733 95% CI: [0.729 , 0.737]
->Explained Variance (R2) validation: 0.255 95% CI: [0.211 , 0.299]
->Explained Variance (R2) test: 0.250 95% CI: [0.238 , 0.262]
Test set metrics:
@threshold:1.465, sens:0.000, spec:1.000, ppv:0.000, acc:0.841, f1:0.000, total+:0, total-:339
@threshold:1.127, sens:0.019, spec:1.000, ppv:1.000, acc:0.844, f1:0.036, total+:1, total-:338
@threshold:0.863, sens:0.056, spec:0.996, ppv:0.750, acc:0.847, f1:0.103, total+:4, total-:335
@threshold:0.853, sens:0.074, spec:0.996, ppv:0.800, acc:0.850, f1:0.136, total+:5, total-:334
@threshold:0.842, sens:0.074, spec:0.993, ppv:0.667, acc:0.847, f1:0.133, total+:6, total-:333
@threshold:0.758, sens:0.093, spec:0.993, ppv:0.714, acc:0.850, f1:0.164, total+:7, total-:332
@threshold:0.745, sens:0.093, spec:0.989, ppv:0.625, acc:0.847, f1:0.161, total+:8, total-:331
@threshold:0.684, sens:0.111, spec:0.982, ppv:0.545, acc:0.844, f1:0.185, total+:11, total-:328
@threshold:0.677, sens:0.111, spec:0.979, ppv:0.500, acc:0.841, f1:0.182, total+:12, total-:327
@threshold:0.672, sens:0.130, spec:0.979, ppv:0.538, acc:0.844, f1:0.209, total+:13, total-:326
@threshold:0.669, sens:0.130, spec:0.975, ppv:0.500, acc:0.841, f1:0.206, total+:14, total-:325
@threshold:0.660, sens:0.148, spec:0.975, ppv:0.533, acc:0.844, f1:0.232, total+:15, total-:324
@threshold:0.658, sens:0.148, spec:0.972, ppv:0.500, acc:0.841, f1:0.229, total+:16, total-:323
@threshold:0.657, sens:0.167, spec:0.972, ppv:0.529, acc:0.844, f1:0.254, total+:17, total-:322
@threshold:0.576, sens:0.222, spec:0.968, ppv:0.571, acc:0.850, f1:0.320, total+:21, total-:318
@threshold:0.526, sens:0.241, spec:0.958, ppv:0.520, acc:0.844, f1:0.329, total+:25, total-:314
@threshold:0.510, sens:0.241, spec:0.954, ppv:0.500, acc:0.841, f1:0.325, total+:26, total-:313
@threshold:0.490, sens:0.259, spec:0.951, ppv:0.500, acc:0.841, f1:0.341, total+:28, total-:311
@threshold:0.478, sens:0.278, spec:0.947, ppv:0.500, acc:0.841, f1:0.357, total+:30, total-:309
@threshold:0.468, sens:0.296, spec:0.944, ppv:0.500, acc:0.841, f1:0.372, total+:32, total-:307
@threshold:0.448, sens:0.315, spec:0.940, ppv:0.500, acc:0.841, f1:0.386, total+:34, total-:305
@threshold:0.437, sens:0.333, spec:0.937, ppv:0.500, acc:0.841, f1:0.400, total+:36, total-:303
@threshold:0.436, sens:0.333, spec:0.933, ppv:0.486, acc:0.838, f1:0.396, total+:37, total-:302
@threshold:0.387, sens:0.352, spec:0.912, ppv:0.432, acc:0.823, f1:0.388, total+:44, total-:295
@threshold:0.386, sens:0.352, spec:0.909, ppv:0.422, acc:0.820, f1:0.384, total+:45, total-:294
@threshold:0.363, sens:0.370, spec:0.898, ppv:0.408, acc:0.814, f1:0.388, total+:49, total-:290
@threshold:0.358, sens:0.389, spec:0.895, ppv:0.412, acc:0.814, f1:0.400, total+:51, total-:288
@threshold:0.326, sens:0.407, spec:0.888, ppv:0.407, acc:0.811, f1:0.407, total+:54, total-:285
@threshold:0.320, sens:0.407, spec:0.884, ppv:0.400, acc:0.808, f1:0.404, total+:55, total-:284
@threshold:0.287, sens:0.426, spec:0.870, ppv:0.383, acc:0.799, f1:0.404, total+:60, total-:279
@threshold:0.286, sens:0.426, spec:0.867, ppv:0.377, acc:0.796, f1:0.400, total+:61, total-:278
@threshold:0.268, sens:0.444, spec:0.849, ppv:0.358, acc:0.785, f1:0.397, total+:67, total-:272
@threshold:0.249, sens:0.481, spec:0.846, ppv:0.371, acc:0.788, f1:0.419, total+:70, total-:269
@threshold:0.246, sens:0.500, spec:0.842, ppv:0.375, acc:0.788, f1:0.429, total+:72, total-:267
@threshold:0.241, sens:0.500, spec:0.839, ppv:0.370, acc:0.785, f1:0.425, total+:73, total-:266
@threshold:0.218, sens:0.519, spec:0.821, ppv:0.354, acc:0.773, f1:0.421, total+:79, total-:260
@threshold:0.213, sens:0.519, spec:0.818, ppv:0.350, acc:0.770, f1:0.418, total+:80, total-:259
@threshold:0.193, sens:0.537, spec:0.804, ppv:0.341, acc:0.761, f1:0.417, total+:85, total-:254
@threshold:0.191, sens:0.537, spec:0.800, ppv:0.337, acc:0.758, f1:0.414, total+:86, total-:253
@threshold:0.180, sens:0.556, spec:0.786, ppv:0.330, acc:0.749, f1:0.414, total+:91, total-:248
@threshold:0.177, sens:0.556, spec:0.782, ppv:0.326, acc:0.746, f1:0.411, total+:92, total-:247
@threshold:0.150, sens:0.574, spec:0.754, ppv:0.307, acc:0.726, f1:0.400, total+:101, total-:238
@threshold:0.147, sens:0.574, spec:0.751, ppv:0.304, acc:0.723, f1:0.397, total+:102, total-:237
@threshold:0.102, sens:0.593, spec:0.723, ppv:0.288, acc:0.702, f1:0.388, total+:111, total-:228
@threshold:0.102, sens:0.593, spec:0.719, ppv:0.286, acc:0.699, f1:0.386, total+:112, total-:227
@threshold:0.096, sens:0.611, spec:0.716, ppv:0.289, acc:0.699, f1:0.393, total+:114, total-:225
@threshold:0.094, sens:0.611, spec:0.712, ppv:0.287, acc:0.696, f1:0.391, total+:115, total-:224
@threshold:0.069, sens:0.630, spec:0.705, ppv:0.288, acc:0.693, f1:0.395, total+:118, total-:221
@threshold:0.064, sens:0.630, spec:0.702, ppv:0.286, acc:0.690, f1:0.393, total+:119, total-:220
@threshold:0.064, sens:0.648, spec:0.698, ppv:0.289, acc:0.690, f1:0.400, total+:121, total-:218
@threshold:0.059, sens:0.648, spec:0.695, ppv:0.287, acc:0.687, f1:0.398, total+:122, total-:217
@threshold:0.042, sens:0.667, spec:0.684, ppv:0.286, acc:0.681, f1:0.400, total+:126, total-:213
@threshold:0.024, sens:0.667, spec:0.681, ppv:0.283, acc:0.678, f1:0.398, total+:127, total-:212
@threshold:-0.038, sens:0.685, spec:0.618, ppv:0.253, acc:0.628, f1:0.370, total+:146, total-:193
@threshold:-0.044, sens:0.685, spec:0.614, ppv:0.252, acc:0.625, f1:0.368, total+:147, total-:192
@threshold:-0.066, sens:0.759, spec:0.544, ppv:0.240, acc:0.578, f1:0.364, total+:171, total-:168
@threshold:-0.068, sens:0.759, spec:0.540, ppv:0.238, acc:0.575, f1:0.363, total+:172, total-:167
@threshold:-0.081, sens:0.778, spec:0.526, ppv:0.237, acc:0.566, f1:0.364, total+:177, total-:162
@threshold:-0.084, sens:0.778, spec:0.523, ppv:0.236, acc:0.563, f1:0.362, total+:178, total-:161
@threshold:-0.108, sens:0.796, spec:0.484, ppv:0.226, acc:0.534, f1:0.352, total+:190, total-:149
@threshold:-0.113, sens:0.796, spec:0.481, ppv:0.225, acc:0.531, f1:0.351, total+:191, total-:148
@threshold:-0.149, sens:0.815, spec:0.453, ppv:0.220, acc:0.510, f1:0.346, total+:200, total-:139
@threshold:-0.149, sens:0.815, spec:0.449, ppv:0.219, acc:0.507, f1:0.345, total+:201, total-:138
@threshold:-0.151, sens:0.833, spec:0.449, ppv:0.223, acc:0.510, f1:0.352, total+:202, total-:137
@threshold:-0.152, sens:0.833, spec:0.446, ppv:0.222, acc:0.507, f1:0.350, total+:203, total-:136
@threshold:-0.164, sens:0.852, spec:0.414, ppv:0.216, acc:0.484, f1:0.345, total+:213, total-:126
@threshold:-0.165, sens:0.852, spec:0.411, ppv:0.215, acc:0.481, f1:0.343, total+:214, total-:125
@threshold:-0.208, sens:0.870, spec:0.337, ppv:0.199, acc:0.422, f1:0.324, total+:236, total-:103
@threshold:-0.210, sens:0.870, spec:0.333, ppv:0.198, acc:0.419, f1:0.323, total+:237, total-:102
@threshold:-0.267, sens:0.889, spec:0.284, ppv:0.190, acc:0.381, f1:0.314, total+:252, total-:87
@threshold:-0.268, sens:0.889, spec:0.281, ppv:0.190, acc:0.378, f1:0.313, total+:253, total-:86
@threshold:-0.302, sens:0.907, spec:0.260, ppv:0.188, acc:0.363, f1:0.312, total+:260, total-:79
@threshold:-0.317, sens:0.907, spec:0.256, ppv:0.188, acc:0.360, f1:0.311, total+:261, total-:78
@threshold:-0.368, sens:0.926, spec:0.207, ppv:0.181, acc:0.322, f1:0.303, total+:276, total-:63
@threshold:-0.376, sens:0.944, spec:0.204, ppv:0.183, acc:0.322, f1:0.307, total+:278, total-:61
@threshold:-0.394, sens:0.963, spec:0.186, ppv:0.183, acc:0.310, f1:0.308, total+:284, total-:55
@threshold:-0.395, sens:0.963, spec:0.182, ppv:0.182, acc:0.307, f1:0.307, total+:285, total-:54
@threshold:-0.521, sens:0.981, spec:0.095, ppv:0.170, acc:0.236, f1:0.290, total+:311, total-:28
@threshold:-0.540, sens:0.981, spec:0.091, ppv:0.170, acc:0.233, f1:0.290, total+:312, total-:27
@threshold:-1.098, sens:1.000, spec:0.004, ppv:0.160, acc:0.162, f1:0.276, total+:338, total-:1
* Vital: BMI-gain0to24 | coef 0.095 95% CI: [0.013 , 0.176] | OR_adj 1.099 [1.013 1.193] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.723
Correlated most with:
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085
Diagnosis:9ccs259:Unclassified:-0.084
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.079
Maternal Lab History: CHLORIDE-otherPregnancy:0.073
Maternal Procedure History:99211-otherPregnancy:0.071
* Vital: BMI-avg13to16 | coef 0.092 95% CI: [0.037 , 0.148] | OR_adj 1.097 [1.037 1.159] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.669
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086
Diagnosis:9ccs125:Bronchitis:0.085
Maternal Lab History: 3 HOUR-otherPregnancy:0.070
Maternal Lab History: MCH-otherPregnancy:-0.069
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.068
Diagnosis:9ccs153:GI hemorrhag:-0.068
Diagnosis:9ccs242:Poisn ot med:0.067
Maternal Lab History: 2 HOUR-otherPregnancy:0.065
* Vital: Wt for Length ZScore-avg16to19 | coef 0.092 95% CI: [0.022 , 0.161] | OR_adj 1.096 [1.023 1.175] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.665
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo:1.000
Diagnosis:9ccs215:gu cong anom:0.171
Maternal Diagnosis:9ccs172:Ovarian cyst:0.155
Maternal Diagnosis:9ccs5:HIV infectn:0.141
Diagnosis:9ccs175:Ot femal gen:0.130
Diagnosis:9ccs61:Sickle cell:0.113
Newborn Diagnosis:9ccs215:gu cong anom:0.113
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.105
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.105
Diagnosis:9ccs208:Acq foot def:0.102
* Vital: Wt for Length ZScore-latest | coef 0.069 95% CI: [0.034 , 0.105] | OR_adj 1.072 [1.034 1.110] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.741
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c:1.000
Maternal Diagnosis:9ccs186:DM in preg:0.409
MatDeliveryAge:0.137
Maternal Lab History: FASTING-postPregnancy:0.135
Maternal Lab History: 1 HOUR-otherPregnancy:0.134
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.133
Maternal Lab History: FASTING-otherPregnancy:0.132
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.118
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.117
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.111
* Vital: BMI-latest | coef 0.066 95% CI: [0.018 , 0.113] | OR_adj 1.068 [1.018 1.120] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.749
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.107
Maternal Lab History: 2 HOUR-postPregnancy:0.100
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.093
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.086
Maternal Procedure History:99211-otherPregnancy:0.080
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.078
Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Lab History: 3 HOUR-otherPregnancy:0.075
Maternal Lab History: CHLORIDE-otherPregnancy:0.073
* Vital: BMI-avg19to24 | coef 0.046 95% CI: [-0.002 , 0.094] | OR_adj 1.047 [0.998 1.098] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.732
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.083
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.077
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.077
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.077
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.074
* Vital: Wt for Length ZScore-avg3to5 | coef 0.023 95% CI: [0.003 , 0.042] | OR_adj 1.023 [1.004 1.043] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.609
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.779
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.776
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.760
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.757
* Vital: Wt-avg19to24 | coef 0.022 95% CI: [-0.010 , 0.053] | OR_adj 1.022 [0.990 1.055] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.709
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.098
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 1 HOUR-otherPregnancy:0.092
Maternal Lab History: 2 HOUR-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: 2 HOUR-otherPregnancy:0.071
Lab:297262 HEMOGLOBIN (HEMOCUE):0.066
* Vital: Wt for Len Percentile-latest | coef 0.020 95% CI: [-0.000 , 0.041] | OR_adj 1.020 [1.000 1.041] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.736
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.094
Diagnosis:9ccs48:Thyroid dsor:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs259:Unclassified:-0.073
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Maternal Lab History: 1 HOUR-otherPregnancy:0.067
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.065
* Vital: Wt-postPregnancy | coef 0.018 95% CI: [-0.006 , 0.042] | OR_adj 1.018 [0.994 1.043] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.586
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.915
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.719
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.714
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.711
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.710
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.708
* Vital: Wt for Length ZScore-avg19to24 | coef 0.017 95% CI: [-0.005 , 0.039] | OR_adj 1.017 [0.995 1.040] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.709
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.245
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.244
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.224
Maternal Lab History: FREE T3-postPregnancy:-0.217
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.201
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.197
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.191
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.188
Maternal Procedure History:96372-otherPregnancy:0.187
* Vital: Wt for Len Percentile-avg10to13 | coef 0.015 95% CI: [-0.006 , 0.035] | OR_adj 1.015 [0.994 1.036] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.638
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.096
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Diagnosis:9ccs125:Bronchitis:0.079
Maternal Lab History: 1 HOUR-otherPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.074
Diagnosis:9ccs10:Immuniz/scrn:-0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.070
Maternal Lab History: 3 HOUR-otherPregnancy:0.068
* Vital: BMI-avg16to19 | coef 0.012 95% CI: [-0.010 , 0.034] | OR_adj 1.012 [0.990 1.035] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.661
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Procedure History:J1055-postPregnancy:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.080
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.073
Maternal Lab History: 2 HOUR-postPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs133:Oth low resp:-0.070
Diagnosis:9ccs48:Thyroid dsor:-0.069
Maternal Diagnosis:9ccs106:Dysrhythmia:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
* Vital: Wt-avg10to13 | coef 0.012 95% CI: [-0.010 , 0.033] | OR_adj 1.012 [0.990 1.034] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.631
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.118
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.116
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.103
Newborn Diagnosis:9ccs219:Low birth wt:-0.094
Diagnosis:9ccs219:Low birth wt:-0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.074
Newborn Diagnosis:9ccs223:Birth trauma:0.074
Maternal Lab History: INHMOM-otherPregnancy:-0.072
Maternal Lab History: 2 HOUR-otherPregnancy:0.070
Newborn Diagnosis:9ccs215:gu cong anom:0.070
* Vital: Wt for Len Percentile-avg16to19 | coef 0.011 95% CI: [-0.010 , 0.032] | OR_adj 1.011 [0.990 1.033] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.669
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs163:Other GU dx:-0.084
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.081
Maternal Procedure History:J1055-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.073
Diagnosis:9ccs234:Crush injury:0.072
Maternal Lab History: PH-otherPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs92:Otitis media:0.068
* Vital: Wt for Length Zscore-avg10to13 | coef 0.009 95% CI: [-0.003 , 0.021] | OR_adj 1.009 [0.997 1.022] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.645
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect:1.000
Maternal Lab History: PAPP-A-otherPregnancy:0.155
Maternal Diagnosis:9ccs181:Ot preg comp:0.144
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.128
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.116
Diagnosis:9ccs62:Coag/hemr dx:0.115
Maternal Lab History: GFR in African American-postPregnancy:-0.109
Maternal Lab History: GFR Calculation-postPregnancy:-0.108
Maternal Diagnosis:9ccs6:Hepatitis:0.104
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.104
* Vital: Wt-latest | coef 0.008 95% CI: [-0.004 , 0.020] | OR_adj 1.008 [0.996 1.020] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.688
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.281
Diagnosis:9ccs10:Immuniz/scrn:0.260
Number of Visits:0.240
Diagnosis:9ccs92:Otitis media:0.212
Diagnosis:9ccs7:Viral infect:0.178
Diagnosis:9ccs257:Ot aftercare:0.155
Diagnosis:9ccs135:Intest infct:0.138
Diagnosis:9ccs90:Eye infectn:0.129
Maternal Procedure History:36415-otherPregnancy:-0.110
Diagnosis:9ccs125:Bronchitis:0.109
Vital: Wt for Length ZScore-gain10to16 | coef 0.007 95% CI: [-0.006 , 0.019] | OR_adj 1.007 [0.994 1.019] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.549
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:1.000
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.198
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.138
Newborn Diagnosis:9ccs253:Allergy:0.138
Diagnosis:9ccs205:Back problem:0.125
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.111
Diagnosis:9ccs224:Ot perint dx:0.111
Diagnosis:9ccs83:Epilepsy/cnv:0.104
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.104
Maternal Lab History: GFR in African American-postPregnancy:-0.101
* Vital: Wt for Length ZScore-avg7to10 | coef 0.006 95% CI: [-0.006 , 0.018] | OR_adj 1.006 [0.994 1.019] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.625
Correlated most with:
Maternal Diagnosis:9ccs6:Hepatitis:1.000
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.306
Maternal Procedure History:90656-postPregnancy:0.146
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.132
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.119
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.112
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.104
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.104
Maternal Diagnosis:9ccs7:Viral infect:0.104
* Vital: Wt for Length ZScore-avg5to7 | coef 0.006 95% CI: [-0.003 , 0.015] | OR_adj 1.006 [0.997 1.015] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.646
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:1.000
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.287
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.194
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.156
Maternal Lab History: IRON-postPregnancy:-0.143
Maternal Diagnosis:9ccs46:Bnign ut neo:0.141
Diagnosis:9ccs216:Nerv cong an:0.141
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.138
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.132
Maternal Lab History: MONOCYTE-otherPregnancy:-0.130
* Vital: Wt for Len Percentile-avg5to7 | coef 0.005 95% CI: [-0.005 , 0.015] | OR_adj 1.005 [0.995 1.016] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.611
Correlated most with:
Maternal Lab History: ANION GAP-otherPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.066
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.060
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.060
Diagnosis:9ccs222:Perint jaund:-0.059
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.057
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.055
Diagnosis:9ccs217:Ot cong anom:-0.055
Maternal Procedure History:90472-postPregnancy:0.054
Maternal Procedure History:J1055-postPregnancy:-0.054
Vital: Wt for Len Percentile-gain5to10 | coef 0.005 95% CI: [-0.001 , 0.012] | OR_adj 1.005 [0.999 1.012] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.473
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:0.105
Lab:292495 LEAD LEVEL - Sunrise:0.094
Maternal Diagnosis:9ccs184:Early labor:0.093
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.078
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077
Maternal Diagnosis:9ccs60:Acut p-h anm:0.073
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.070
Diagnosis:9ccs200:Oth skin dx:-0.069
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.065
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.064
* Vital: BMI-avg7to10 | coef 0.005 95% CI: [-0.004 , 0.014] | OR_adj 1.005 [0.996 1.014] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.625
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.103
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Maternal Procedure History:81025-postPregnancy:0.084
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.080
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.076
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.076
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.073
Maternal Diagnosis:9ccs5:HIV infectn:0.071
Maternal Procedure History:J1055-postPregnancy:-0.069
* Vital: BMI-avg10to13 | coef 0.004 95% CI: [-0.003 , 0.010] | OR_adj 1.004 [0.997 1.010] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.660
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.091
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.080
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.074
Diagnosis:9ccs242:Poisn ot med:0.072
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.071
Newborn Diagnosis:9ccs223:Birth trauma:0.071
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.070
Maternal Lab History: VLDL-postPregnancy:0.070
Maternal Lab History: INHMOM-otherPregnancy:-0.069
* Vital: Wt-avg16to19 | coef 0.003 95% CI: [-0.003 , 0.010] | OR_adj 1.003 [0.997 1.010] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.674
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.081
Maternal Lab History: 2 HOUR-postPregnancy:0.070
Diagnosis:9ccs48:Thyroid dsor:-0.070
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Diagnosis:9ccs182:Hemorr preg:-0.064
Diagnosis:9ccs128:Asthma:0.064
Lab:297262 HEMOGLOBIN (HEMOCUE):0.064
* Vital: Wt for Length ZScore-avg13to16 | coef 0.003 95% CI: [-0.003 , 0.009] | OR_adj 1.003 [0.997 1.009] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.664
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.467
Maternal Diagnosis:9ccs259:Unclassified:0.100
Maternal Procedure History:90470-postPregnancy:0.076
Maternal Procedure History:90663-postPregnancy:0.076
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.073
Maternal Lab History: HERPES II IgG-postPregnancy:0.072
Maternal Lab History: IRON-postPregnancy:0.070
Diagnosis:9ccs204:Ot joint dx:0.068
Number of Visits | coef 0.003 95% CI: [-0.010 , 0.016] | OR_adj 1.003 [0.990 1.016] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.484
Correlated most with:
Number of Visits:1.000
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.306
Diagnosis:9ccs92:Otitis media:0.296
Diagnosis:9ccs155:Other GI dx:0.246
Diagnosis:9ccs255:Social admin:0.240
Diagnosis:9ccs257:Ot aftercare:0.231
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs135:Intest infct:0.206
Diagnosis:9ccs128:Asthma:0.184
Vital: Ht-gain16to24 | coef 0.003 95% CI: [-0.002 , 0.007] | OR_adj 1.003 [0.998 1.007] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.492
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.076
Maternal Lab History: HERPES II IgG-postPregnancy:-0.074
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.074
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.072
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.068
Diagnosis:9ccs4:Mycoses:-0.065
Maternal Lab History: hCG MoM-postPregnancy:-0.062
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.060
Maternal Procedure History:J1055-postPregnancy:-0.059
Maternal Procedure History:90772-postPregnancy:-0.059
* Vital: Wt for Len Percentile-avg19to24 | coef 0.002 95% CI: [-0.002 , 0.006] | OR_adj 1.002 [0.998 1.006] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.721
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.081
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
* Vital: Wt-avg3to5 | coef 0.002 95% CI: [-0.002 , 0.005] | OR_adj 1.002 [0.998 1.005] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.610
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.220
Maternal Diagnosis:9ccs184:Early labor:-0.140
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Diagnosis:9ccs219:Low birth wt:-0.108
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.098
Maternal Diagnosis:9ccs128:Asthma:-0.094
Maternal Lab History: INHMOM-otherPregnancy:-0.091
Newborn Diagnosis:9ccs222:Perint jaund:-0.085
Newborn Diagnosis:9ccs221:Resp distres:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
* Vital: Wt-avg5to7 | coef 0.002 95% CI: [-0.002 , 0.005] | OR_adj 1.002 [0.998 1.005] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.569
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.190
Maternal Diagnosis:9ccs184:Early labor:-0.126
Diagnosis:9ccs238:Complic proc:-0.108
Newborn Diagnosis:9ccs221:Resp distres:-0.103
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Diagnosis:9ccs219:Low birth wt:-0.091
Newborn Diagnosis:9ccs253:Allergy:-0.072
Newborn Diagnosis:9ccs200:Oth skin dx:-0.071
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.070
Diagnosis:9ccs138:Esophgeal dx:-0.069
Vital: Temp-avg0to1 | coef -0.002 95% CI: [-0.005 , 0.001] | OR_adj 0.998 [0.995 1.001] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.464
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.092
Maternal Procedure History:81025-postPregnancy:-0.065
Maternal Procedure History:J1055-postPregnancy:-0.065
Diagnosis:9ccs76:Meningitis:0.063
Diagnosis:9ccs216:Nerv cong an:0.063
Diagnosis:9ccs58:Ot nutrit dx:-0.063
Maternal Lab History: POLYS-postPregnancy:-0.061
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.061
Diagnosis:9ccs7:Viral infect:-0.061
Maternal Lab History: MCV-otherPregnancy:-0.060
* Vital: Wt-gain16to24 | coef 0.001 95% CI: [-0.002 , 0.004] | OR_adj 1.001 [0.998 1.004] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.547
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.082
Maternal Lab History: hCG MoM-postPregnancy:-0.081
Maternal Lab History: HERPES II IgG-postPregnancy:-0.077
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.070
Maternal Procedure History:86703-postPregnancy:0.070
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.066
Maternal Lab History: 3 HOUR-postPregnancy:0.065
Maternal Lab History: HERPES I IgG-postPregnancy:-0.064
Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.063
MatDeliveryAge | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.520
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239
* Vital: BMI-gain16to24 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.533
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.074
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.069
Maternal Lab History: hCG MoM-postPregnancy:-0.069
Maternal Lab History: HERPES II IgG-postPregnancy:-0.069
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.062
Maternal Lab History: MUMPS IGG-postPregnancy:0.059
Diagnosis:9ccs4:Mycoses:-0.059
Maternal Lab History: HERPES I IgG-postPregnancy:-0.058
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.058
Vital: Wt for Len Percentile-gain13to19 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1254 | OR_unadj: 1.030 [0.785 1.351] | indivs AUC:0.474
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.070
Diagnosis:9ccs7:Viral infect:0.069
Diagnosis:9ccs163:Other GU dx:0.067
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.064
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.063
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.063
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.061
Maternal Lab History: GAMMA GT-otherPregnancy:0.060
Maternal Diagnosis:9ccs172:Ovarian cyst:0.059
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.057
* Vital: Wt Change-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.665
Correlated most with:
Number of Visits:-0.166
Diagnosis:9ccs126:Ot up rsp in:-0.138
Diagnosis:9ccs92:Otitis media:-0.120
Diagnosis:9ccs125:Bronchitis:-0.110
Maternal Procedure History:90746-postPregnancy:-0.099
Diagnosis:9ccs133:Oth low resp:-0.082
Newborn Diagnosis:9ccs0:No DX:0.081
Diagnosis:9ccs135:Intest infct:-0.079
Diagnosis:9ccs257:Ot aftercare:-0.078
Maternal Procedure History:96372-otherPregnancy:0.073
* Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.741
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx:1.000
Maternal Diagnosis:9ccs196:Nml preg/del:-0.494
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.146
Diagnosis:9ccs83:Epilepsy/cnv:0.104
Maternal Lab History: BUN-postPregnancy:-0.102
Maternal Procedure History:90471-otherPregnancy:0.098
Maternal Lab History: ABS LYMPH-postPregnancy:-0.097
Maternal Lab History: 3 HOUR-otherPregnancy:0.089
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.084
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.084
Vital : 0.67848253762
Number of Visits : 0.00290756551402
MatDeliveryAge : 0.000994640105787
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_index_min_5_no_census
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_results_min_5_no_census
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_models_min_5_no_census.pkl
-----------------------------------------------------
girls min_5 no_census randomforest
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.877, R^2 test: 0.242
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.255
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.671, R^2 test: 0.244
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.597, R^2 test: 0.240
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.993, Explained Variance Score Train: 0.823
AUC Validation: 0.741, Explained Variance Score Validation: 0.287
AUC Test: 0.817, Explained Variance Score Test: 0.264
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.883, R^2 test: 0.176
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.805, R^2 test: 0.225
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.679, R^2 test: 0.268
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.611, R^2 test: 0.277
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.941, Explained Variance Score Train: 0.611
AUC Validation: 0.824, Explained Variance Score Validation: 0.303
AUC Test: 0.802, Explained Variance Score Test: 0.277
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.906, R^2 test: 0.240
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.871, R^2 test: 0.237
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.755, R^2 test: 0.246
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.683, R^2 test: 0.246
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.942, Explained Variance Score Train: 0.683
AUC Validation: 0.890, Explained Variance Score Validation: 0.400
AUC Test: 0.793, Explained Variance Score Test: 0.248
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.140
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.830, R^2 test: 0.227
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.717, R^2 test: 0.257
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.649, R^2 test: 0.253
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.963, Explained Variance Score Train: 0.717
AUC Validation: 0.733, Explained Variance Score Validation: 0.287
AUC Test: 0.818, Explained Variance Score Test: 0.257
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.903, R^2 test: 0.187
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.865, R^2 test: 0.197
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.745, R^2 test: 0.203
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.667, R^2 test: 0.204
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.945, Explained Variance Score Train: 0.667
AUC Validation: 0.659, Explained Variance Score Validation: 0.242
AUC Test: 0.809, Explained Variance Score Test: 0.204
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.912, R^2 test: 0.175
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.876, R^2 test: 0.187
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.747, R^2 test: 0.182
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.676, R^2 test: 0.179
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.992, Explained Variance Score Train: 0.876
AUC Validation: 0.730, Explained Variance Score Validation: 0.354
AUC Test: 0.732, Explained Variance Score Test: 0.188
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.898, R^2 test: 0.008
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.827, R^2 test: 0.124
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.712, R^2 test: 0.161
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.627, R^2 test: 0.166
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.955, Explained Variance Score Train: 0.627
AUC Validation: 0.721, Explained Variance Score Validation: 0.257
AUC Test: 0.788, Explained Variance Score Test: 0.172
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.915, R^2 test: 0.120
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.875, R^2 test: 0.153
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.749, R^2 test: 0.146
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.678, R^2 test: 0.113
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.988, Explained Variance Score Train: 0.875
AUC Validation: 0.815, Explained Variance Score Validation: 0.318
AUC Test: 0.791, Explained Variance Score Test: 0.154
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.910, R^2 test: 0.212
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.857, R^2 test: 0.213
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.716, R^2 test: 0.239
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.643, R^2 test: 0.240
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.953, Explained Variance Score Train: 0.643
AUC Validation: 0.750, Explained Variance Score Validation: 0.349
AUC Test: 0.776, Explained Variance Score Test: 0.244
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.913, R^2 test: 0.215
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.877, R^2 test: 0.211
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.751, R^2 test: 0.222
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.676, R^2 test: 0.219
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.961, Explained Variance Score Train: 0.751
AUC Validation: 0.836, Explained Variance Score Validation: 0.342
AUC Test: 0.777, Explained Variance Score Test: 0.224
total variables 335 and total subjects: 1698
->AUC validation: 0.770 95% CI: [0.729 , 0.810]
->AUC test: 0.790 95% CI: [0.775 , 0.805]
->Explained Variance (R2) validation: 0.314 95% CI: [0.286 , 0.342]
->Explained Variance (R2) test: 0.223 95% CI: [0.198 , 0.248]
Test set metrics:
@threshold:2.628, sens:0.000, spec:1.000, ppv:0.000, acc:0.853, f1:0.000, total+:0, total-:339
@threshold:1.628, sens:0.000, spec:1.000, ppv:0.000, acc:0.853, f1:0.000, total+:0, total-:339
@threshold:1.435, sens:0.000, spec:0.993, ppv:0.000, acc:0.847, f1:0.000, total+:2, total-:337
@threshold:1.320, sens:0.040, spec:0.990, ppv:0.400, acc:0.850, f1:0.073, total+:5, total-:334
@threshold:1.194, sens:0.060, spec:0.986, ppv:0.429, acc:0.850, f1:0.105, total+:7, total-:332
@threshold:1.169, sens:0.080, spec:0.983, ppv:0.444, acc:0.850, f1:0.136, total+:9, total-:330
@threshold:1.112, sens:0.100, spec:0.983, ppv:0.500, acc:0.853, f1:0.167, total+:10, total-:329
@threshold:1.064, sens:0.100, spec:0.979, ppv:0.455, acc:0.850, f1:0.164, total+:11, total-:328
@threshold:1.027, sens:0.120, spec:0.976, ppv:0.462, acc:0.850, f1:0.190, total+:13, total-:326
@threshold:0.903, sens:0.120, spec:0.972, ppv:0.429, acc:0.847, f1:0.188, total+:14, total-:325
@threshold:0.856, sens:0.140, spec:0.965, ppv:0.412, acc:0.844, f1:0.209, total+:17, total-:322
@threshold:0.821, sens:0.140, spec:0.962, ppv:0.389, acc:0.841, f1:0.206, total+:18, total-:321
@threshold:0.693, sens:0.160, spec:0.955, ppv:0.381, acc:0.838, f1:0.225, total+:21, total-:318
@threshold:0.646, sens:0.180, spec:0.952, ppv:0.391, acc:0.838, f1:0.247, total+:23, total-:316
@threshold:0.609, sens:0.200, spec:0.945, ppv:0.385, acc:0.835, f1:0.263, total+:26, total-:313
@threshold:0.468, sens:0.280, spec:0.941, ppv:0.452, acc:0.844, f1:0.346, total+:31, total-:308
@threshold:0.467, sens:0.300, spec:0.941, ppv:0.469, acc:0.847, f1:0.366, total+:32, total-:307
@threshold:0.438, sens:0.300, spec:0.938, ppv:0.455, acc:0.844, f1:0.361, total+:33, total-:306
@threshold:0.370, sens:0.320, spec:0.931, ppv:0.444, acc:0.841, f1:0.372, total+:36, total-:303
@threshold:0.365, sens:0.320, spec:0.927, ppv:0.432, acc:0.838, f1:0.368, total+:37, total-:302
@threshold:0.355, sens:0.340, spec:0.924, ppv:0.436, acc:0.838, f1:0.382, total+:39, total-:300
@threshold:0.338, sens:0.380, spec:0.920, ppv:0.452, acc:0.841, f1:0.413, total+:42, total-:297
@threshold:0.335, sens:0.400, spec:0.917, ppv:0.455, acc:0.841, f1:0.426, total+:44, total-:295
@threshold:0.320, sens:0.400, spec:0.913, ppv:0.444, acc:0.838, f1:0.421, total+:45, total-:294
@threshold:0.276, sens:0.420, spec:0.893, ppv:0.404, acc:0.823, f1:0.412, total+:52, total-:287
@threshold:0.274, sens:0.420, spec:0.889, ppv:0.396, acc:0.820, f1:0.408, total+:53, total-:286
@threshold:0.260, sens:0.440, spec:0.882, ppv:0.393, acc:0.817, f1:0.415, total+:56, total-:283
@threshold:0.241, sens:0.460, spec:0.879, ppv:0.397, acc:0.817, f1:0.426, total+:58, total-:281
@threshold:0.217, sens:0.480, spec:0.869, ppv:0.387, acc:0.811, f1:0.429, total+:62, total-:277
@threshold:0.209, sens:0.480, spec:0.865, ppv:0.381, acc:0.808, f1:0.425, total+:63, total-:276
@threshold:0.200, sens:0.500, spec:0.865, ppv:0.391, acc:0.811, f1:0.439, total+:64, total-:275
@threshold:0.194, sens:0.500, spec:0.862, ppv:0.385, acc:0.808, f1:0.435, total+:65, total-:274
@threshold:0.172, sens:0.520, spec:0.855, ppv:0.382, acc:0.805, f1:0.441, total+:68, total-:271
@threshold:0.168, sens:0.520, spec:0.851, ppv:0.377, acc:0.802, f1:0.437, total+:69, total-:270
@threshold:0.159, sens:0.540, spec:0.848, ppv:0.380, acc:0.802, f1:0.446, total+:71, total-:268
@threshold:0.149, sens:0.600, spec:0.844, ppv:0.400, acc:0.808, f1:0.480, total+:75, total-:264
@threshold:0.119, sens:0.620, spec:0.803, ppv:0.352, acc:0.776, f1:0.449, total+:88, total-:251
@threshold:0.119, sens:0.620, spec:0.799, ppv:0.348, acc:0.773, f1:0.446, total+:89, total-:250
@threshold:0.106, sens:0.640, spec:0.789, ppv:0.344, acc:0.767, f1:0.448, total+:93, total-:246
@threshold:0.105, sens:0.640, spec:0.785, ppv:0.340, acc:0.764, f1:0.444, total+:94, total-:245
@threshold:0.099, sens:0.660, spec:0.782, ppv:0.344, acc:0.764, f1:0.452, total+:96, total-:243
@threshold:0.094, sens:0.680, spec:0.779, ppv:0.347, acc:0.764, f1:0.459, total+:98, total-:241
@threshold:0.055, sens:0.700, spec:0.751, ppv:0.327, acc:0.743, f1:0.446, total+:107, total-:232
@threshold:0.051, sens:0.700, spec:0.747, ppv:0.324, acc:0.740, f1:0.443, total+:108, total-:231
@threshold:0.048, sens:0.720, spec:0.744, ppv:0.327, acc:0.740, f1:0.450, total+:110, total-:229
@threshold:0.047, sens:0.740, spec:0.740, ppv:0.330, acc:0.740, f1:0.457, total+:112, total-:227
@threshold:0.044, sens:0.760, spec:0.734, ppv:0.330, acc:0.737, f1:0.461, total+:115, total-:224
@threshold:0.042, sens:0.760, spec:0.730, ppv:0.328, acc:0.735, f1:0.458, total+:116, total-:223
@threshold:0.035, sens:0.780, spec:0.727, ppv:0.331, acc:0.735, f1:0.464, total+:118, total-:221
@threshold:0.034, sens:0.780, spec:0.723, ppv:0.328, acc:0.732, f1:0.462, total+:119, total-:220
@threshold:0.029, sens:0.800, spec:0.716, ppv:0.328, acc:0.729, f1:0.465, total+:122, total-:217
@threshold:0.026, sens:0.820, spec:0.713, ppv:0.331, acc:0.729, f1:0.471, total+:124, total-:215
@threshold:0.004, sens:0.840, spec:0.685, ppv:0.316, acc:0.708, f1:0.459, total+:133, total-:206
@threshold:0.003, sens:0.840, spec:0.682, ppv:0.313, acc:0.705, f1:0.457, total+:134, total-:205
@threshold:-0.006, sens:0.860, spec:0.668, ppv:0.309, acc:0.696, f1:0.455, total+:139, total-:200
@threshold:-0.008, sens:0.860, spec:0.664, ppv:0.307, acc:0.693, f1:0.453, total+:140, total-:199
@threshold:-0.028, sens:0.880, spec:0.609, ppv:0.280, acc:0.649, f1:0.425, total+:157, total-:182
@threshold:-0.036, sens:0.880, spec:0.606, ppv:0.278, acc:0.646, f1:0.423, total+:158, total-:181
@threshold:-0.070, sens:0.900, spec:0.522, ppv:0.246, acc:0.578, f1:0.386, total+:183, total-:156
@threshold:-0.071, sens:0.900, spec:0.519, ppv:0.245, acc:0.575, f1:0.385, total+:184, total-:155
@threshold:-0.136, sens:0.920, spec:0.426, ppv:0.217, acc:0.499, f1:0.351, total+:212, total-:127
@threshold:-0.136, sens:0.920, spec:0.422, ppv:0.216, acc:0.496, f1:0.350, total+:213, total-:126
@threshold:-0.217, sens:0.940, spec:0.294, ppv:0.187, acc:0.389, f1:0.312, total+:251, total-:88
@threshold:-0.218, sens:0.940, spec:0.291, ppv:0.187, acc:0.386, f1:0.311, total+:252, total-:87
@threshold:-0.218, sens:0.960, spec:0.291, ppv:0.190, acc:0.389, f1:0.317, total+:253, total-:86
@threshold:-0.220, sens:0.960, spec:0.287, ppv:0.189, acc:0.386, f1:0.316, total+:254, total-:85
@threshold:-0.696, sens:0.980, spec:0.121, ppv:0.162, acc:0.248, f1:0.278, total+:303, total-:36
@threshold:-0.697, sens:0.980, spec:0.118, ppv:0.161, acc:0.245, f1:0.277, total+:304, total-:35
@threshold:-1.153, sens:1.000, spec:0.003, ppv:0.148, acc:0.150, f1:0.258, total+:338, total-:1
* Vital: BMI-latest | coef 0.135 95% CI: [0.084 , 0.186] | OR_adj 1.144 [1.087 1.204] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.771
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.107
Maternal Lab History: 2 HOUR-postPregnancy:0.100
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.093
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.086
Maternal Procedure History:99211-otherPregnancy:0.080
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.078
Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Lab History: 3 HOUR-otherPregnancy:0.075
Maternal Lab History: CHLORIDE-otherPregnancy:0.073
* Vital: BMI-avg19to24 | coef 0.057 95% CI: [0.037 , 0.076] | OR_adj 1.058 [1.037 1.079] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.749
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.083
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.077
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.077
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.077
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.074
* Vital: BMI-gain0to24 | coef 0.047 95% CI: [0.017 , 0.077] | OR_adj 1.048 [1.017 1.080] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.751
Correlated most with:
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085
Diagnosis:9ccs259:Unclassified:-0.084
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.079
Maternal Lab History: CHLORIDE-otherPregnancy:0.073
Maternal Procedure History:99211-otherPregnancy:0.071
* Vital: Wt for Length ZScore-avg19to24 | coef 0.040 95% CI: [0.023 , 0.056] | OR_adj 1.040 [1.024 1.057] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.731
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.245
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.244
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.224
Maternal Lab History: FREE T3-postPregnancy:-0.217
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.201
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.197
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.191
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.188
Maternal Procedure History:96372-otherPregnancy:0.187
* Vital: Wt for Length ZScore-gain0to24 | coef 0.039 95% CI: [0.025 , 0.053] | OR_adj 1.040 [1.026 1.055] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.761
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx:1.000
Maternal Diagnosis:9ccs196:Nml preg/del:-0.494
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.146
Diagnosis:9ccs83:Epilepsy/cnv:0.104
Maternal Lab History: BUN-postPregnancy:-0.102
Maternal Procedure History:90471-otherPregnancy:0.098
Maternal Lab History: ABS LYMPH-postPregnancy:-0.097
Maternal Lab History: 3 HOUR-otherPregnancy:0.089
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.084
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.084
* Vital: Wt for Length ZScore-latest | coef 0.039 95% CI: [0.026 , 0.052] | OR_adj 1.040 [1.026 1.054] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.761
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c:1.000
Maternal Diagnosis:9ccs186:DM in preg:0.409
MatDeliveryAge:0.137
Maternal Lab History: FASTING-postPregnancy:0.135
Maternal Lab History: 1 HOUR-otherPregnancy:0.134
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.133
Maternal Lab History: FASTING-otherPregnancy:0.132
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.118
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.117
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.111
* Vital: BMI-avg16to19 | coef 0.034 95% CI: [0.015 , 0.054] | OR_adj 1.035 [1.015 1.056] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.752
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Procedure History:J1055-postPregnancy:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.080
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.073
Maternal Lab History: 2 HOUR-postPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs133:Oth low resp:-0.070
Diagnosis:9ccs48:Thyroid dsor:-0.069
Maternal Diagnosis:9ccs106:Dysrhythmia:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
* Vital: Wt for Len Percentile-avg19to24 | coef 0.026 95% CI: [0.005 , 0.046] | OR_adj 1.026 [1.005 1.047] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.741
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.081
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
* Vital: BMI-avg13to16 | coef 0.020 95% CI: [0.008 , 0.032] | OR_adj 1.021 [1.008 1.033] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.717
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086
Diagnosis:9ccs125:Bronchitis:0.085
Maternal Lab History: 3 HOUR-otherPregnancy:0.070
Maternal Lab History: MCH-otherPregnancy:-0.069
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.068
Diagnosis:9ccs153:GI hemorrhag:-0.068
Diagnosis:9ccs242:Poisn ot med:0.067
Maternal Lab History: 2 HOUR-otherPregnancy:0.065
* Vital: Wt-latest | coef 0.020 95% CI: [0.011 , 0.029] | OR_adj 1.020 [1.011 1.029] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.718
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.281
Diagnosis:9ccs10:Immuniz/scrn:0.260
Number of Visits:0.240
Diagnosis:9ccs92:Otitis media:0.212
Diagnosis:9ccs7:Viral infect:0.178
Diagnosis:9ccs257:Ot aftercare:0.155
Diagnosis:9ccs135:Intest infct:0.138
Diagnosis:9ccs90:Eye infectn:0.129
Maternal Procedure History:36415-otherPregnancy:-0.110
Diagnosis:9ccs125:Bronchitis:0.109
* Vital: Wt-avg16to19 | coef 0.020 95% CI: [0.007 , 0.033] | OR_adj 1.020 [1.007 1.033] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.731
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.081
Maternal Lab History: 2 HOUR-postPregnancy:0.070
Diagnosis:9ccs48:Thyroid dsor:-0.070
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Diagnosis:9ccs182:Hemorr preg:-0.064
Diagnosis:9ccs128:Asthma:0.064
Lab:297262 HEMOGLOBIN (HEMOCUE):0.064
* Vital: Wt for Length ZScore-avg16to19 | coef 0.017 95% CI: [0.010 , 0.024] | OR_adj 1.017 [1.010 1.024] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.754
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo:1.000
Diagnosis:9ccs215:gu cong anom:0.171
Maternal Diagnosis:9ccs172:Ovarian cyst:0.155
Maternal Diagnosis:9ccs5:HIV infectn:0.141
Diagnosis:9ccs175:Ot femal gen:0.130
Diagnosis:9ccs61:Sickle cell:0.113
Newborn Diagnosis:9ccs215:gu cong anom:0.113
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.105
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.105
Diagnosis:9ccs208:Acq foot def:0.102
* Vital: Wt for Length ZScore-avg13to16 | coef 0.017 95% CI: [0.003 , 0.031] | OR_adj 1.017 [1.003 1.031] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.733
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.467
Maternal Diagnosis:9ccs259:Unclassified:0.100
Maternal Procedure History:90470-postPregnancy:0.076
Maternal Procedure History:90663-postPregnancy:0.076
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.073
Maternal Lab History: HERPES II IgG-postPregnancy:0.072
Maternal Lab History: IRON-postPregnancy:0.070
Diagnosis:9ccs204:Ot joint dx:0.068
* Vital: Wt for Len Percentile-gain0to24 | coef 0.017 95% CI: [-0.001 , 0.034] | OR_adj 1.017 [0.999 1.035] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.740
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.085
Diagnosis:9ccs259:Unclassified:-0.084
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.067
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.065
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.065
Number of Visits | coef 0.017 95% CI: [0.010 , 0.023] | OR_adj 1.017 [1.010 1.024] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.443
Correlated most with:
Number of Visits:1.000
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.306
Diagnosis:9ccs92:Otitis media:0.296
Diagnosis:9ccs155:Other GI dx:0.246
Diagnosis:9ccs255:Social admin:0.240
Diagnosis:9ccs257:Ot aftercare:0.231
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs135:Intest infct:0.206
Diagnosis:9ccs128:Asthma:0.184
* Vital: Wt-avg19to24 | coef 0.015 95% CI: [0.006 , 0.024] | OR_adj 1.015 [1.006 1.024] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.737
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.098
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 1 HOUR-otherPregnancy:0.092
Maternal Lab History: 2 HOUR-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: 2 HOUR-otherPregnancy:0.071
Lab:297262 HEMOGLOBIN (HEMOCUE):0.066
* Vital: Wt for Len Percentile-avg13to16 | coef 0.013 95% CI: [0.005 , 0.021] | OR_adj 1.013 [1.005 1.021] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.738
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Diagnosis:9ccs125:Bronchitis:0.082
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.072
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.071
Diagnosis:9ccs48:Thyroid dsor:-0.071
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.068
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.067
Maternal Lab History: MPV-postPregnancy:0.066
Maternal Lab History: INHMOM-otherPregnancy:-0.063
* Vital: Wt for Len Percentile-avg16to19 | coef 0.011 95% CI: [0.001 , 0.021] | OR_adj 1.011 [1.001 1.021] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.747
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs163:Other GU dx:-0.084
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.081
Maternal Procedure History:J1055-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.073
Diagnosis:9ccs234:Crush injury:0.072
Maternal Lab History: PH-otherPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs92:Otitis media:0.068
MatDeliveryAge | coef 0.011 95% CI: [0.006 , 0.015] | OR_adj 1.011 [1.006 1.015] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.446
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239
* Vital: Wt for Len Percentile-latest | coef 0.010 95% CI: [0.005 , 0.016] | OR_adj 1.011 [1.005 1.017] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.746
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.094
Diagnosis:9ccs48:Thyroid dsor:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs259:Unclassified:-0.073
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Maternal Lab History: 1 HOUR-otherPregnancy:0.067
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.065
* Vital: Wt-gain0to24 | coef 0.009 95% CI: [0.006 , 0.012] | OR_adj 1.009 [1.006 1.012] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.739
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.100
Maternal Lab History: 1 HOUR-otherPregnancy:0.093
Maternal Lab History: 2 HOUR-postPregnancy:0.091
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.076
Maternal Lab History: 2 HOUR-otherPregnancy:0.072
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.068
* Vital: BMI-gain16to24 | coef 0.008 95% CI: [0.000 , 0.016] | OR_adj 1.008 [1.000 1.016] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.475
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.074
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.069
Maternal Lab History: hCG MoM-postPregnancy:-0.069
Maternal Lab History: HERPES II IgG-postPregnancy:-0.069
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.062
Maternal Lab History: MUMPS IGG-postPregnancy:0.059
Diagnosis:9ccs4:Mycoses:-0.059
Maternal Lab History: HERPES I IgG-postPregnancy:-0.058
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.058
* Vital: Wt-postPregnancy | coef 0.008 95% CI: [0.002 , 0.014] | OR_adj 1.008 [1.002 1.014] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.617
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.915
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.719
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.714
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.711
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.710
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.708
* Vital: BMI-avg10to13 | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.008 [1.004 1.012] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.728
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.091
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.080
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.074
Diagnosis:9ccs242:Poisn ot med:0.072
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.071
Newborn Diagnosis:9ccs223:Birth trauma:0.071
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.070
Maternal Lab History: VLDL-postPregnancy:0.070
Maternal Lab History: INHMOM-otherPregnancy:-0.069
* Vital: BMI-avg3to5 | coef 0.007 95% CI: [0.003 , 0.012] | OR_adj 1.007 [1.003 1.012] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.641
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.104
Maternal Lab History: INHMOM-postPregnancy:0.101
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.093
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.085
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.084
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.080
Maternal Lab History: INHMOM-otherPregnancy:-0.079
Maternal Lab History: VLDL-postPregnancy:0.079
Maternal Lab History: AST (SGOT)-postPregnancy:0.078
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.076
Vital: Temp-avg7to10 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.440
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.195
Diagnosis:9ccs255:Social admin:-0.173
Diagnosis:9ccs7:Viral infect:-0.111
Diagnosis:9ccs126:Ot up rsp in:-0.105
Diagnosis:9ccs74:Ot mentl cnd:-0.095
Diagnosis:9ccs217:Ot cong anom:-0.094
Diagnosis:9ccs257:Ot aftercare:-0.090
Number of Visits:-0.085
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.079
Diagnosis:9ccs197:Skin infectn:-0.074
* Vital: Wt for Length ZScore-avg3to5 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.630
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.779
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.776
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.760
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.757
* Vital: Wt Percentile-latest | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.721
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Diagnosis:9ccs48:Thyroid dsor:-0.087
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.082
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.080
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.070
Diagnosis:9ccs89:Blindness:0.066
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.066
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.066
* Vital: BMI-avg1to3 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1340 | OR_unadj: 1.980 [1.513 2.590] | indivs AUC:0.627
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.141
Newborn Diagnosis:9ccs219:Low birth wt:-0.109
Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.071
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.070
Diagnosis:9ccs147:Anal/rectal:0.070
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.069
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.069
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.068
* Vital: HC-avg7to10 | coef 0.005 95% CI: [0.000 , 0.011] | OR_adj 1.005 [1.000 1.011] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.555
Correlated most with:
Maternal Procedure History:97140-postPregnancy:0.480
Maternal Lab History: BASE DEFICIT-postPregnancy:0.324
Maternal Lab History: BICARBONATE-postPregnancy:-0.297
Maternal Procedure History:97110-postPregnancy:0.292
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.205
Maternal Lab History: PTT-postPregnancy:-0.184
Maternal Lab History: O2 SATURATION-postPregnancy:0.183
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.170
Maternal Lab History: URIC ACID-postPregnancy:0.169
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.137
* Vital: Wt for Length ZScore-avg7to10 | coef 0.005 95% CI: [0.002 , 0.009] | OR_adj 1.005 [1.002 1.009] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.672
Correlated most with:
Maternal Diagnosis:9ccs6:Hepatitis:1.000
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.306
Maternal Procedure History:90656-postPregnancy:0.146
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.132
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.119
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.112
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.104
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.104
Maternal Diagnosis:9ccs7:Viral infect:0.104
Vital: Wt for Length ZScore-gain16to24 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1432 | OR_unadj: 1.066 [0.815 1.393] | indivs AUC:0.528
Correlated most with:
Maternal Diagnosis:9ccs84:Headache/mig:1.000
Maternal Diagnosis:9ccs238:Complic proc:0.132
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.122
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.100
Maternal Diagnosis:9ccs196:Nml preg/del:-0.087
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.083
Diagnosis:9ccs215:gu cong anom:0.077
Maternal Procedure History:90471-otherPregnancy:0.073
Maternal Diagnosis:9ccs168:PID:0.062
Maternal Diagnosis:9ccs183:HTN in preg:0.061
* Vital: BMI-avg7to10 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.679
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.103
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Maternal Procedure History:81025-postPregnancy:0.084
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.080
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.076
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.076
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.073
Maternal Diagnosis:9ccs5:HIV infectn:0.071
Maternal Procedure History:J1055-postPregnancy:-0.069
* Vital: Wt-avg13to16 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.720
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.095
Maternal Lab History: 1 HOUR-otherPregnancy:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Diagnosis:9ccs242:Poisn ot med:0.085
Maternal Lab History: 2 HOUR-otherPregnancy:0.079
Maternal Lab History: 2 HOUR-postPregnancy:0.074
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.073
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.070
Maternal Lab History: MPV-postPregnancy:0.070
* Vital: Wt for Length Zscore-avg10to13 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.719
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect:1.000
Maternal Lab History: PAPP-A-otherPregnancy:0.155
Maternal Diagnosis:9ccs181:Ot preg comp:0.144
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.128
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.116
Diagnosis:9ccs62:Coag/hemr dx:0.115
Maternal Lab History: GFR in African American-postPregnancy:-0.109
Maternal Lab History: GFR Calculation-postPregnancy:-0.108
Maternal Diagnosis:9ccs6:Hepatitis:0.104
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.104
Vital: BP-postPregnancy | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 666 | OR_unadj: 1.322 [0.954 1.832] | indivs AUC:0.508
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249
* Vital: Wt-avg1to3 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1353 | OR_unadj: 1.405 [1.071 1.842] | indivs AUC:0.551
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.278
Maternal Diagnosis:9ccs184:Early labor:-0.237
Diagnosis:9ccs219:Low birth wt:-0.169
Maternal Diagnosis:9ccs185:Long pregncy:0.151
Newborn Diagnosis:9ccs256:Exam/eval:-0.136
Newborn Diagnosis:9ccs221:Resp distres:-0.113
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.099
Maternal Procedure History:86580-postPregnancy:-0.098
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.095
Diagnosis:9ccs143:Abdom hernia:-0.090
Vital: Ht-gain16to24 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.470
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.076
Maternal Lab History: HERPES II IgG-postPregnancy:-0.074
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.074
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.072
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.068
Diagnosis:9ccs4:Mycoses:-0.065
Maternal Lab History: hCG MoM-postPregnancy:-0.062
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.060
Maternal Procedure History:J1055-postPregnancy:-0.059
Maternal Procedure History:90772-postPregnancy:-0.059
Vital: Ht-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.610
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.090
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.078
Maternal Lab History: WEIGHT-otherPregnancy:0.076
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.075
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.071
Maternal Lab History: FREE T-4-otherPregnancy:-0.068
Diagnosis:9ccs92:Otitis media:0.067
Maternal Procedure History:86580-postPregnancy:0.062
Maternal Diagnosis:9ccs69:Affective dx:0.061
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.061
Vital: Wt for Len Percentile-gain16to24 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.445
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076
Maternal Lab History: hCG MoM-postPregnancy:-0.073
Diagnosis:9ccs61:Sickle cell:-0.068
Maternal Lab History: HERPES I IgG-postPregnancy:-0.067
Maternal Lab History: A/G-otherPregnancy:0.066
Diagnosis:9ccs234:Crush injury:-0.064
Maternal Diagnosis:9ccs189:Prev c-sectn:0.063
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.062
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.062
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.060
Vital: Wt for Length ZScore-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.536
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:1.000
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.198
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.138
Newborn Diagnosis:9ccs253:Allergy:0.138
Diagnosis:9ccs205:Back problem:0.125
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.111
Diagnosis:9ccs224:Ot perint dx:0.111
Diagnosis:9ccs83:Epilepsy/cnv:0.104
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.104
Maternal Lab History: GFR in African American-postPregnancy:-0.101
* Vital: Wt-gain16to24 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.082
Maternal Lab History: hCG MoM-postPregnancy:-0.081
Maternal Lab History: HERPES II IgG-postPregnancy:-0.077
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.070
Maternal Procedure History:86703-postPregnancy:0.070
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.066
Maternal Lab History: 3 HOUR-postPregnancy:0.065
Maternal Lab History: HERPES I IgG-postPregnancy:-0.064
Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.063
Vital: Temp-avg19to24 | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs133:Oth low resp:-0.092
Maternal Lab History: INHMOM-postPregnancy:0.085
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.074
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.071
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.069
Diagnosis:9ccs154:Gastroent:-0.068
Diagnosis:9ccs92:Otitis media:0.066
Diagnosis:9ccs10:Immuniz/scrn:-0.065
Diagnosis:9ccs238:Complic proc:0.065
Maternal Lab History: ESTRIOL-postPregnancy:0.063
Vital: HC-avg0to1 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.486
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.279
Newborn Diagnosis:9ccs219:Low birth wt:-0.256
Diagnosis:9ccs219:Low birth wt:-0.160
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.160
Maternal Diagnosis:9ccs185:Long pregncy:0.131
Newborn Diagnosis:9ccs256:Exam/eval:-0.107
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.090
Newborn Diagnosis:9ccs94:Other ear dx:0.089
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.085
* Vital: BMI-avg0to1 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1326 | OR_unadj: 1.323 [1.012 1.730] | indivs AUC:0.514
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.237
Maternal Diagnosis:9ccs184:Early labor:-0.227
Diagnosis:9ccs219:Low birth wt:-0.162
Maternal Diagnosis:9ccs185:Long pregncy:0.156
Newborn Diagnosis:9ccs224:Ot perint dx:0.093
Maternal Lab History: PTT-otherPregnancy:-0.093
Newborn Diagnosis:9ccs221:Resp distres:-0.090
Newborn Diagnosis:9ccs253:Allergy:-0.090
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.087
Maternal Diagnosis:9ccs183:HTN in preg:-0.085
Vital: Wt for Length ZScore-gain7to13 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.587
Correlated most with:
Maternal Diagnosis:9ccs62:Coag/hemr dx:1.000
Maternal Procedure History:97001-postPregnancy:0.259
Diagnosis:9ccs2:Septicemia:0.164
Maternal Diagnosis:9ccs60:Acut p-h anm:0.158
Maternal Lab History: IRON-postPregnancy:0.155
Maternal Procedure History:90656-postPregnancy:0.146
Maternal Procedure History:97140-postPregnancy:-0.124
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.121
Maternal Lab History: MAGNESIUM-postPregnancy:0.113
Newborn Diagnosis:9ccs219:Low birth wt:0.110
Vital: Wt for Length ZScore-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.489
Correlated most with:
Maternal Diagnosis:9ccs61:Sickle cell:1.000
Diagnosis:9ccs61:Sickle cell:0.218
Maternal Procedure History:90746-postPregnancy:0.217
Maternal Procedure History:86580-postPregnancy:0.177
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.120
Maternal Diagnosis:9ccs181:Ot preg comp:0.115
Maternal Lab History: FREE T-4-postPregnancy:-0.089
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.087
Diagnosis:9ccs259:Unclassified:0.078
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.074
Vital: Ht-gain13to19 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.415
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo:0.079
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.070
Maternal Diagnosis:9ccs172:Ovarian cyst:0.070
Number of Visits:0.066
Maternal Procedure History:86703-postPregnancy:-0.064
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.057
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.057
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.056
Maternal Lab History: BILE ACIDS-otherPregnancy:0.056
Maternal Lab History: GAMMA GT-otherPregnancy:0.055
Vital: Temp-avg1to3 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.437
Correlated most with:
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.105
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.101
Maternal Lab History: URIC ACID-otherPregnancy:0.083
Maternal Procedure History:36415-otherPregnancy:-0.077
Diagnosis:9ccs90:Eye infectn:-0.077
Diagnosis:9ccs7:Viral infect:-0.077
Maternal Lab History: MONOS-postPregnancy:0.072
Maternal Procedure History:99401-otherPregnancy:0.071
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.068
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068
Vital: Temp-avg0to1 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.548
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.092
Maternal Procedure History:81025-postPregnancy:-0.065
Maternal Procedure History:J1055-postPregnancy:-0.065
Diagnosis:9ccs76:Meningitis:0.063
Diagnosis:9ccs216:Nerv cong an:0.063
Diagnosis:9ccs58:Ot nutrit dx:-0.063
Maternal Lab History: POLYS-postPregnancy:-0.061
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.061
Diagnosis:9ccs7:Viral infect:-0.061
Maternal Lab History: MCV-otherPregnancy:-0.060
* Vital: Wt-gain7to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.584
Correlated most with:
Maternal Procedure History:86580-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.070
Maternal Lab History: WBC-postPregnancy:-0.070
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.067
Diagnosis:9ccs10:Immuniz/scrn:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.062
Lab:292495 LEAD LEVEL - Sunrise:-0.061
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.060
Maternal Lab History: LDL-otherPregnancy:0.059
Maternal Diagnosis:9ccs155:Other GI dx:0.058
Vital: Wt-gain13to19 | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.541
Correlated most with:
Number of Visits:0.085
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.071
Maternal Procedure History:86703-postPregnancy:-0.066
Maternal Diagnosis:9ccs46:Bnign ut neo:0.063
Maternal Lab History: AMYLASE-postPregnancy:-0.062
Diagnosis:9ccs7:Viral infect:0.062
Maternal Lab History: BILE ACIDS-otherPregnancy:0.061
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.060
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.060
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.060
Vital: Wt for Len Percentile-gain5to10 | coef 0.004 95% CI: [0.000 , 0.007] | OR_adj 1.004 [1.000 1.007] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.569
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:0.105
Lab:292495 LEAD LEVEL - Sunrise:0.094
Maternal Diagnosis:9ccs184:Early labor:0.093
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.078
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077
Maternal Diagnosis:9ccs60:Acut p-h anm:0.073
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.070
Diagnosis:9ccs200:Oth skin dx:-0.069
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.065
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.064
* Vital: BMI-gain7to13 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.505
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:-0.083
Maternal Procedure History:86580-postPregnancy:-0.079
Diagnosis:9ccs10:Immuniz/scrn:-0.068
Maternal Procedure History:36416-postPregnancy:-0.066
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.064
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.064
Lab:292495 LEAD LEVEL - Sunrise:-0.059
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.058
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.057
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.056
Vital: Temp-avg10to13 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.553
Correlated most with:
Diagnosis:9ccs175:Ot femal gen:-0.199
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.199
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.146
Diagnosis:9ccs223:Birth trauma:-0.120
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.105
Diagnosis:9ccs247:Lymph enlarg:-0.090
Newborn Diagnosis:9ccs259:Unclassified:-0.079
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.079
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.079
Maternal Diagnosis:9ccs238:Complic proc:0.075
Vital: Wt-gain10to16 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.612
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.069
Maternal Lab History: FREE T-4-otherPregnancy:-0.066
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.065
Maternal Procedure History:86580-postPregnancy:0.063
Diagnosis:9ccs96:Hrt valve dx:-0.063
Diagnosis:9ccs92:Otitis media:0.061
Newborn Diagnosis:9ccs215:gu cong anom:-0.061
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.059
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.059
Maternal Procedure History:97014-postPregnancy:-0.058
* Vital: Wt Change-avg19to24 | coef 0.003 95% CI: [0.000 , 0.007] | OR_adj 1.003 [1.000 1.007] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.604
Correlated most with:
Number of Visits:-0.161
Diagnosis:9ccs92:Otitis media:-0.142
Diagnosis:9ccs126:Ot up rsp in:-0.126
Maternal Procedure History:97014-postPregnancy:-0.105
Diagnosis:9ccs133:Oth low resp:-0.099
Maternal Lab History: PH-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:-0.085
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.084
Maternal Procedure History:96372-otherPregnancy:0.081
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.081
Vital: Wt for Len Percentile-gain7to13 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.516
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.070
Diagnosis:9ccs10:Immuniz/scrn:-0.067
Maternal Diagnosis:9ccs69:Affective dx:-0.064
Maternal Procedure History:86580-postPregnancy:-0.062
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.061
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.061
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.061
Maternal Procedure History:36416-postPregnancy:-0.059
Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.059
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.058
Vital: BMI-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.506
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.095
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.086
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.084
Maternal Lab History: FIBRINOGEN-postPregnancy:0.081
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.076
Maternal Procedure History:86580-postPregnancy:-0.072
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.071
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.071
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.071
Maternal Diagnosis:9ccs98:HTN:-0.069
Vital: Wt for Length ZScore-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.507
Correlated most with:
Maternal Diagnosis:9ccs60:Acut p-h anm:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.182
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.158
Maternal Procedure History:97112-postPregnancy:0.096
Maternal Procedure History:97001-postPregnancy:0.096
Maternal Lab History: FREE T-4-postPregnancy:0.087
Maternal Diagnosis:9ccs138:Esophgeal dx:0.084
Maternal Lab History: URIC ACID-postPregnancy:-0.084
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.080
Maternal Lab History: GFR Calculation-postPregnancy:-0.079
* Vital: Wt-avg10to13 | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.698
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.118
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.116
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.103
Newborn Diagnosis:9ccs219:Low birth wt:-0.094
Diagnosis:9ccs219:Low birth wt:-0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.074
Newborn Diagnosis:9ccs223:Birth trauma:0.074
Maternal Lab History: INHMOM-otherPregnancy:-0.072
Maternal Lab History: 2 HOUR-otherPregnancy:0.070
Newborn Diagnosis:9ccs215:gu cong anom:0.070
* Vital: Wt-avg3to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.627
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.220
Maternal Diagnosis:9ccs184:Early labor:-0.140
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Diagnosis:9ccs219:Low birth wt:-0.108
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.098
Maternal Diagnosis:9ccs128:Asthma:-0.094
Maternal Lab History: INHMOM-otherPregnancy:-0.091
Newborn Diagnosis:9ccs222:Perint jaund:-0.085
Newborn Diagnosis:9ccs221:Resp distres:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Vital: Temp-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs154:Gastroent:-0.089
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.079
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.079
Maternal Lab History: INHMOM-postPregnancy:0.078
Maternal Lab History: AST-otherPregnancy:0.075
Maternal Diagnosis:9ccs181:Ot preg comp:0.070
Maternal Diagnosis:9ccs91:Other eye dx:0.069
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.069
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.069
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.066
* Vital: Wt for Len Percentile-avg10to13 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.718
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.096
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Diagnosis:9ccs125:Bronchitis:0.079
Maternal Lab History: 1 HOUR-otherPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.074
Diagnosis:9ccs10:Immuniz/scrn:-0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.070
Maternal Lab History: 3 HOUR-otherPregnancy:0.068
Vital: Ht-avg5to7 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.504
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.219
Maternal Diagnosis:9ccs184:Early labor:-0.170
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.118
Newborn Diagnosis:9ccs221:Resp distres:-0.116
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Newborn Diagnosis:9ccs222:Perint jaund:-0.087
Maternal Diagnosis:9ccs259:Unclassified:-0.085
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085
Newborn Diagnosis:9ccs200:Oth skin dx:-0.084
Diagnosis:9ccs219:Low birth wt:-0.083
* Vital: Wt for Len Percentile-avg7to10 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.657
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.074
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073
Maternal Procedure History:J1055-postPregnancy:-0.072
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.071
Diagnosis:9ccs125:Bronchitis:0.070
Maternal Diagnosis:9ccs163:Other GU dx:-0.067
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.065
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.065
Maternal Lab History: 1 HOUR-otherPregnancy:0.065
Vital: BMI-gain5to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.543
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:0.095
Number of Visits:0.086
Maternal Diagnosis:9ccs149:Biliary dx:0.073
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.068
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.067
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.066
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.065
Maternal Lab History: MCV-otherPregnancy:-0.064
Maternal Procedure History:81000-postPregnancy:0.063
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.062
Vital: HC-gain0to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.515
Correlated most with:
Number of Visits:0.110
Maternal Lab History: INR-otherPregnancy:-0.090
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.074
Diagnosis:9ccs126:Ot up rsp in:0.073
Maternal Diagnosis:9ccs7:Viral infect:-0.072
Diagnosis:9ccs137:Mouth dx:0.072
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.069
Maternal Lab History: GLUCOSE-otherPregnancy:0.068
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.065
Maternal Lab History: HERPES II IgG-otherPregnancy:0.064
* Vital: Wt for Length ZScore-avg1to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.587
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151
* Vital: Wt-gain5to10 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.592
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:0.096
Maternal Diagnosis:9ccs149:Biliary dx:0.074
Maternal Lab History: MCV-otherPregnancy:-0.074
Number of Visits:0.069
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.067
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.066
Diagnosis:9ccs200:Oth skin dx:-0.066
Maternal Diagnosis:9ccs155:Other GI dx:-0.065
Newborn Diagnosis:9ccs94:Other ear dx:-0.065
Maternal Procedure History:81000-postPregnancy:0.064
Vital: Wt-gain1to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.560
Correlated most with:
Number of Visits:0.126
Diagnosis:9ccs126:Ot up rsp in:0.121
Diagnosis:9ccs7:Viral infect:0.096
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.086
Diagnosis:9ccs239:Superfic inj:0.084
Maternal Procedure History:90472-postPregnancy:0.080
Diagnosis:9ccs154:Gastroent:-0.075
Diagnosis:9ccs135:Intest infct:0.074
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.069
Diagnosis:9ccs159:UTI:0.068
* Vital: Wt-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.477
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.091
Maternal Lab History: FIBRINOGEN-postPregnancy:0.084
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.083
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.082
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.077
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.077
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.076
Diagnosis:9ccs92:Otitis media:0.074
Vital: Temp-avg3to5 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.461
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.102
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.086
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.083
Maternal Lab History: Immunoglobulin E-postPregnancy:0.077
Maternal Procedure History:97014-postPregnancy:0.077
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.076
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.075
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.073
Maternal Lab History: AST-otherPregnancy:0.070
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.069
Vital: Temp-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs94:Other ear dx:0.078
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.073
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.067
Maternal Diagnosis:9ccs61:Sickle cell:0.067
Diagnosis:9ccs123:Influenza:0.061
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.060
Diagnosis:9ccs234:Crush injury:0.060
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.059
Maternal Diagnosis:9ccs238:Complic proc:0.058
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.057
Vital: BMI-gain1to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1421 | OR_unadj: 1.007 [0.771 1.314] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.101
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.100
Number of Visits:0.090
Maternal Procedure History:90472-postPregnancy:0.078
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.072
Diagnosis:9ccs239:Superfic inj:0.070
Diagnosis:9ccs135:Intest infct:0.068
Diagnosis:9ccs154:Gastroent:-0.068
Diagnosis:9ccs217:Ot cong anom:0.065
Diagnosis:9ccs159:UTI:0.065
Diagnosis:9ccs255:Social admin | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.458
Diagnosis:9ccs126:Ot up rsp in:0.355
Number of Visits:0.240
Diagnosis:9ccs253:Allergy:0.212
Diagnosis:9ccs92:Otitis media:0.192
Diagnosis:9ccs257:Ot aftercare:0.190
Diagnosis:9ccs7:Viral infect:0.187
Diagnosis:9ccs90:Eye infectn:0.125
Diagnosis:9ccs125:Bronchitis:0.124
* Vital: Wt-gain0to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1401 | OR_unadj: 1.349 [1.031 1.765] | indivs AUC:0.590
Correlated most with:
Number of Visits:0.145
Diagnosis:9ccs126:Ot up rsp in:0.121
Diagnosis:9ccs92:Otitis media:0.100
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.096
Diagnosis:9ccs10:Immuniz/scrn:0.083
Diagnosis:9ccs137:Mouth dx:0.071
Maternal Lab History: URINE SUGAR-postPregnancy:0.068
Maternal Lab History: HERPES II IgG-otherPregnancy:0.066
Diagnosis:9ccs128:Asthma:0.066
Diagnosis:9ccs122:Pneumonia:0.064
* Vital: BMI-gain0to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1391 | OR_unadj: 1.452 [1.110 1.899] | indivs AUC:0.637
Correlated most with:
Number of Visits:0.125
Diagnosis:9ccs126:Ot up rsp in:0.116
Maternal Diagnosis:9ccs184:Early labor:0.084
Diagnosis:9ccs92:Otitis media:0.082
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.076
Maternal Lab History: HERPES II IgG-otherPregnancy:0.070
Diagnosis:9ccs128:Asthma:0.069
Newborn Diagnosis:9ccs256:Exam/eval:0.068
Diagnosis:9ccs122:Pneumonia:0.068
Maternal Lab History: INR-otherPregnancy:-0.067
Vital: Wt-avg0to1 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.536
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.362
Maternal Diagnosis:9ccs184:Early labor:-0.355
Diagnosis:9ccs219:Low birth wt:-0.222
Maternal Diagnosis:9ccs185:Long pregncy:0.217
Newborn Diagnosis:9ccs221:Resp distres:-0.150
Newborn Diagnosis:9ccs256:Exam/eval:-0.139
Newborn Diagnosis:9ccs224:Ot perint dx:0.130
Maternal Diagnosis:9ccs183:HTN in preg:-0.125
Newborn Diagnosis:9ccs253:Allergy:-0.111
Newborn Diagnosis:9ccs222:Perint jaund:-0.107
Vital: Temp-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs255:Social admin:-0.143
Diagnosis:9ccs10:Immuniz/scrn:-0.132
Diagnosis:9ccs257:Ot aftercare:-0.106
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.102
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.102
Number of Visits:-0.100
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.097
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.097
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.094
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.094
Vital: Wt for Length ZScore-gain1to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.530
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.379
Maternal Diagnosis:9ccs5:HIV infectn:0.113
Maternal Lab History: MCH-postPregnancy:-0.095
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.088
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.081
Maternal Diagnosis:9ccs168:PID:0.080
Maternal Diagnosis:9ccs106:Dysrhythmia:0.080
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.080
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.080
Vital: HC-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.653
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.252
Diagnosis:9ccs10:Immuniz/scrn:0.246
Diagnosis:9ccs92:Otitis media:0.214
Diagnosis:9ccs257:Ot aftercare:0.211
Number of Visits:0.162
Diagnosis:9ccs7:Viral infect:0.160
Diagnosis:9ccs125:Bronchitis:0.152
Diagnosis:9ccs135:Intest infct:0.150
Diagnosis:9ccs90:Eye infectn:0.137
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.111
* Vital: Wt Percentile-avg19to24 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 921 | OR_unadj: 2.119 [1.615 2.779] | indivs AUC:0.697
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106
Diagnosis:9ccs48:Thyroid dsor:-0.101
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.092
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.074
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.071
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.071
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.070
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.067
Maternal Diagnosis:9ccs182:Hemorr preg:-0.067
Vital: Ht-gain1to5 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.479
Correlated most with:
Number of Visits:0.115
Diagnosis:9ccs126:Ot up rsp in:0.103
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.095
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.085
Diagnosis:9ccs135:Intest infct:0.079
Diagnosis:9ccs154:Gastroent:-0.070
Maternal Procedure History:90472-postPregnancy:0.069
Diagnosis:9ccs239:Superfic inj:0.068
Diagnosis:9ccs257:Ot aftercare:0.067
Diagnosis:9ccs159:UTI:0.067
* Vital: Wt-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.606
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.094
Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.083
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.081
Diagnosis:9ccs238:Complic proc:-0.079
Diagnosis:9ccs125:Bronchitis:0.075
Maternal Diagnosis:9ccs182:Hemorr preg:-0.074
Vital: Ht-avg3to5 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.520
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.251
Maternal Diagnosis:9ccs184:Early labor:-0.199
Maternal Diagnosis:9ccs185:Long pregncy:0.130
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.109
Newborn Diagnosis:9ccs221:Resp distres:-0.104
Diagnosis:9ccs219:Low birth wt:-0.099
Newborn Diagnosis:9ccs222:Perint jaund:-0.097
Maternal Diagnosis:9ccs183:HTN in preg:-0.092
Newborn Diagnosis:9ccs256:Exam/eval:-0.091
Diagnosis:9ccs143:Abdom hernia:-0.083
* Vital: Ht-gain7to13 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.514
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:-0.090
Maternal Procedure History:86580-postPregnancy:-0.077
Maternal Procedure History:36416-postPregnancy:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.061
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.061
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.061
Diagnosis:9ccs10:Immuniz/scrn:-0.060
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.058
Maternal Lab History: LDL-otherPregnancy:0.058
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.057
Vital: Ht-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.568
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.345
Diagnosis:9ccs126:Ot up rsp in:0.315
Number of Visits:0.273
Diagnosis:9ccs92:Otitis media:0.265
Diagnosis:9ccs7:Viral infect:0.206
Diagnosis:9ccs257:Ot aftercare:0.188
Diagnosis:9ccs135:Intest infct:0.156
Diagnosis:9ccs90:Eye infectn:0.148
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137
Vital: Temp-avg13to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.145
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Diagnosis:9ccs149:Biliary dx:0.085
Maternal Lab History: TP VOLUME-otherPregnancy:0.082
Maternal Diagnosis:9ccs183:HTN in preg:0.081
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Lab History: GFR in African American-postPregnancy:-0.078
Maternal Lab History: GFR Calculation-postPregnancy:-0.078
Maternal Lab History: FERRITIN-postPregnancy:-0.078
Maternal Diagnosis:9ccs238:Complic proc:0.076
Vital: Ht-gain5to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.523
Correlated most with:
Number of Visits:0.080
Lab:292495 LEAD LEVEL - Sunrise:0.079
Maternal Procedure History:81000-postPregnancy:0.068
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.066
Maternal Diagnosis:9ccs98:HTN:0.066
Maternal Diagnosis:9ccs149:Biliary dx:0.065
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.064
Diagnosis:9ccs89:Blindness:0.064
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.063
Maternal Diagnosis:9ccs192:Umbil cord:-0.063
Vital: HC-gain10to16 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.542
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:0.090
Diagnosis:9ccs256:Exam/eval:-0.077
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.076
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.075
Diagnosis:9ccs154:Gastroent:-0.070
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.068
Maternal Lab History: POLYS-otherPregnancy:-0.065
Maternal Diagnosis:9ccs159:UTI:0.065
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.065
Vital: HC-avg3to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.567
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.147
Newborn Diagnosis:9ccs219:Low birth wt:-0.133
Diagnosis:9ccs219:Low birth wt:-0.093
Newborn Diagnosis:9ccs94:Other ear dx:0.092
Maternal Procedure History:81000-postPregnancy:-0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.073
Maternal Diagnosis:9ccs185:Long pregncy:0.072
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072
Newborn Diagnosis:9ccs256:Exam/eval:-0.069
Vital: HC-gain5to10 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.490
Correlated most with:
Maternal Procedure History:97140-postPregnancy:0.096
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.084
Lab:292495 LEAD LEVEL - Sunrise:0.079
Maternal Lab History: PTT-postPregnancy:-0.078
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.077
Maternal Lab History: CREATININE-postPregnancy:-0.076
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.073
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.069
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.068
Diagnosis:9ccs251:Abdomnl pain:-0.067
Vital: BMI-gain13to19 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1431 | OR_unadj: 0.840 [0.643 1.097] | indivs AUC:0.523
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.075
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.066
Diagnosis:9ccs163:Other GU dx:0.065
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.065
Maternal Procedure History:86703-postPregnancy:-0.065
Maternal Lab History: BILE ACIDS-otherPregnancy:0.064
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.062
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.061
Maternal Lab History: GAMMA GT-otherPregnancy:0.058
Maternal Lab History: AST-postPregnancy:0.058
* Vital: HC-avg10to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.611
Correlated most with:
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.093
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.088
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.080
Maternal Lab History: URINE KETONES-postPregnancy:0.074
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.072
Maternal Lab History: AST-postPregnancy:-0.070
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.065
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.064
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.064
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.064
Vital: HC-gain3to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.531
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.081
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.073
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.072
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.071
Lab:292495 LEAD LEVEL - Sunrise:-0.071
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.069
Maternal Procedure History:99401-postPregnancy:-0.068
* Vital: Wt-avg5to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.582
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.190
Maternal Diagnosis:9ccs184:Early labor:-0.126
Diagnosis:9ccs238:Complic proc:-0.108
Newborn Diagnosis:9ccs221:Resp distres:-0.103
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Diagnosis:9ccs219:Low birth wt:-0.091
Newborn Diagnosis:9ccs253:Allergy:-0.072
Newborn Diagnosis:9ccs200:Oth skin dx:-0.071
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.070
Diagnosis:9ccs138:Esophgeal dx:-0.069
* Vital: Wt Percentile-avg7to10 | coef 0.002 95% CI: [-0.001 , 0.006] | OR_adj 1.002 [0.999 1.006] | occ: 548 | OR_unadj: 1.684 [1.224 2.316] | indivs AUC:0.620
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.109
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.099
Maternal Lab History: IRON-postPregnancy:-0.090
Maternal Lab History: INHMOM-postPregnancy:0.084
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Procedure History:86580-postPregnancy:-0.081
Maternal Lab History: 1 HOUR-otherPregnancy:0.080
Newborn Diagnosis:9ccs200:Oth skin dx:-0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.077
Vital: HC-gain1to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs125:Bronchitis:0.091
Diagnosis:9ccs154:Gastroent:-0.089
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.082
Newborn Diagnosis:9ccs222:Perint jaund:0.077
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.076
Diagnosis:9ccs163:Other GU dx:0.076
Diagnosis:9ccs126:Ot up rsp in:0.075
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Lab History: APF MoM-otherPregnancy:-0.071
Number of Visits:0.071
Vital: Wt Percentile-gain16to24 | coef 0.002 95% CI: [-0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.493
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.116
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.094
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.084
Diagnosis:9ccs0:No DX:0.084
Diagnosis:9ccs74:Ot mentl cnd:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Maternal Procedure History:90470-postPregnancy:0.069
Maternal Procedure History:90663-postPregnancy:0.069
Maternal Procedure History:90772-postPregnancy:-0.068
Diagnosis:9ccs63:Wht blood dx:-0.065
Vital: BMI-gain10to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.547
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.085
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.079
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.075
Maternal Lab History: FREE T-4-otherPregnancy:-0.068
Diagnosis:9ccs163:Other GU dx:-0.067
Maternal Procedure History:86580-postPregnancy:0.066
Diagnosis:9ccs92:Otitis media:0.065
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.063
Maternal Lab History: WEIGHT-otherPregnancy:0.061
Maternal Diagnosis:9ccs69:Affective dx:0.061
Vital: Wt for Len Percentile-gain13to19 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1254 | OR_unadj: 1.030 [0.785 1.351] | indivs AUC:0.510
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.070
Diagnosis:9ccs7:Viral infect:0.069
Diagnosis:9ccs163:Other GU dx:0.067
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.064
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.063
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.063
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.061
Maternal Lab History: GAMMA GT-otherPregnancy:0.060
Maternal Diagnosis:9ccs172:Ovarian cyst:0.059
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.057
Vital: Ht-gain0to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.520
Correlated most with:
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.108
Maternal Lab History: INR-otherPregnancy:-0.086
Diagnosis:9ccs10:Immuniz/scrn:0.076
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.074
Diagnosis:9ccs92:Otitis media:0.074
Maternal Diagnosis:9ccs7:Viral infect:-0.071
Maternal Lab History: WBC-postPregnancy:0.069
Maternal Lab History: 3 HOUR-postPregnancy:-0.068
Maternal Lab History: URINE SUGAR-postPregnancy:0.068
Vital: Ht-avg7to10 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.499
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.129
Maternal Diagnosis:9ccs5:HIV infectn:-0.099
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.094
Diagnosis:9ccs219:Low birth wt:-0.079
Diagnosis:9ccs238:Complic proc:-0.075
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.074
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.074
Newborn Diagnosis:9ccs224:Ot perint dx:0.069
* Vital: Wt Change-latest | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.583
Correlated most with:
Number of Visits:-0.166
Diagnosis:9ccs126:Ot up rsp in:-0.138
Diagnosis:9ccs92:Otitis media:-0.120
Diagnosis:9ccs125:Bronchitis:-0.110
Maternal Procedure History:90746-postPregnancy:-0.099
Diagnosis:9ccs133:Oth low resp:-0.082
Newborn Diagnosis:9ccs0:No DX:0.081
Diagnosis:9ccs135:Intest infct:-0.079
Diagnosis:9ccs257:Ot aftercare:-0.078
Maternal Procedure History:96372-otherPregnancy:0.073
* Vital: HC-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.592
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.130
Newborn Diagnosis:9ccs219:Low birth wt:-0.118
Newborn Diagnosis:9ccs221:Resp distres:-0.085
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.082
Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.082
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.078
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.074
Maternal Diagnosis:9ccs106:Dysrhythmia:-0.073
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.072
Diagnosis:9ccs219:Low birth wt:-0.070
Vital: HC-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.472
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.219
Newborn Diagnosis:9ccs219:Low birth wt:-0.212
Maternal Lab History: FREE T-4-otherPregnancy:-0.130
Diagnosis:9ccs219:Low birth wt:-0.111
Maternal Diagnosis:9ccs185:Long pregncy:0.101
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.097
Newborn Diagnosis:9ccs256:Exam/eval:-0.090
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.085
Maternal Lab History: ALBUMIN-postPregnancy:0.082
* Vital: Ht-avg13to16 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.543
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.120
Maternal Lab History: 1 HOUR-postPregnancy:0.092
Diagnosis:9ccs2:Septicemia:0.082
Maternal Lab History: 1 HOUR-otherPregnancy:0.079
Maternal Lab History: 1/2 HOUR-postPregnancy:0.076
Maternal Diagnosis:9ccs184:Early labor:-0.074
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.074
Diagnosis:9ccs58:Ot nutrit dx:-0.073
Diagnosis:9ccs238:Complic proc:-0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.071
* Vital: Wt for Length ZScore-gain13to19 | coef 0.002 95% CI: [0.002 , 0.002] | OR_adj 1.002 [1.002 1.002] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.537
Correlated most with:
Maternal Diagnosis:9ccs83:Epilepsy/cnv:1.000
Maternal Lab History: PO2-postPregnancy:0.408
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.268
Maternal Lab History: O2 SATURATION-postPregnancy:0.262
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.252
Maternal Lab History: BICARBONATE-postPregnancy:-0.235
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.192
Maternal Lab History: INR-postPregnancy:-0.173
Maternal Procedure History:96372-postPregnancy:0.167
Diagnosis:9ccs175:Ot femal gen:0.166
Vital: HC-gain7to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.567
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.069
Maternal Diagnosis:9ccs238:Complic proc:-0.067
Diagnosis:9ccs251:Abdomnl pain:0.066
Maternal Procedure History:97140-postPregnancy:-0.065
Maternal Lab History: URINE CULTURE-postPregnancy:-0.065
Maternal Procedure History:36416-postPregnancy:-0.062
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.059
Maternal Procedure History:87880-postPregnancy:0.058
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.057
Maternal Procedure History:86580-postPregnancy:-0.055
Vital: Ht-gain3to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.494
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.088
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.080
Maternal Procedure History:86580-postPregnancy:-0.073
Diagnosis:9ccs240:Burns:-0.071
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.069
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.069
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.069
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.463
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.587
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.586
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.582
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.581
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.482
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.481
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.475
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.474
* Vital: HC-avg13to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.645
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.087
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084
Maternal Lab History: PTT-otherPregnancy:-0.079
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.079
Maternal Lab History: MONOS-postPregnancy:-0.073
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.063
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.063
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.062
Maternal Diagnosis:9ccs187:Malposition:0.061
Maternal Lab History: IRON-postPregnancy:0.059
* Vital: Wt Percentile-gain0to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 906 | OR_unadj: 1.985 [1.512 2.606] | indivs AUC:0.679
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.101
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.099
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.075
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.073
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.071
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.069
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.067
Maternal Diagnosis:9ccs182:Hemorr preg:-0.067
* Vital: BMI-postPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 538 | OR_unadj: 2.540 [1.496 4.314] | indivs AUC:0.528
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.720
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.710
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.689
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.687
Vital: HC-gain16to24 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.466
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.086
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.071
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.071
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.069
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.067
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.066
Maternal Procedure History:J1055-postPregnancy:-0.063
Maternal Diagnosis:9ccs159:UTI:-0.062
Lab:292495 LEAD LEVEL - Sunrise:0.060
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.059
Vital: Wt for Length ZScore-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.563
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.587
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.586
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.582
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.581
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.483
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.481
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.476
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.474
Vital: Ht-avg10to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.511
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.118
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.092
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.091
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.081
Maternal Diagnosis:9ccs184:Early labor:-0.079
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.074
Diagnosis:9ccs238:Complic proc:-0.074
Diagnosis:9ccs64:Ot hematl dx:0.073
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.073
* Vital: Ht-avg16to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.564
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.120
Maternal Diagnosis:9ccs184:Early labor:-0.094
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.091
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Maternal Lab History: UREA NITROGEN-postPregnancy:0.078
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.074
Maternal Procedure History:90772-postPregnancy:0.074
Newborn Diagnosis:9ccs221:Resp distres:-0.072
Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.072
* Vital: Wt for Len Percentile-gain10to16 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.583
Correlated most with:
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.080
Diagnosis:9ccs163:Other GU dx:-0.077
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.075
Maternal Lab History: URINE KETONES-otherPregnancy:0.064
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.063
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.063
Maternal Diagnosis:9ccs176:Contraceptiv:0.062
Diagnosis:9ccs92:Otitis media:0.060
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.059
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.058
Vital: Wt for Length ZScore-gain0to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.563
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.180
Maternal Diagnosis:9ccs183:HTN in preg:0.172
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.154
Maternal Diagnosis:9ccs98:HTN:0.151
Lab:323825 STREP SCREEN THROAT - Sunrise:0.150
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.148
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.123
Maternal Diagnosis:9ccs61:Sickle cell:0.120
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.113
Vital: HR-latest | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.421
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.112
Diagnosis:9ccs217:Ot cong anom:0.083
Maternal Lab History: BUN-postPregnancy:-0.081
Maternal Lab History: PLATELET COUNT-postPregnancy:0.071
Newborn Diagnosis:9ccs256:Exam/eval:0.069
Number of Visits:-0.068
Diagnosis:9ccs47:Ot bnign neo:0.063
Diagnosis:9ccs122:Pneumonia:-0.063
Maternal Diagnosis:9ccs98:HTN:0.063
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.061
Vital: Ht-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.511
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.348
Maternal Diagnosis:9ccs184:Early labor:-0.342
Diagnosis:9ccs219:Low birth wt:-0.204
Newborn Diagnosis:9ccs221:Resp distres:-0.162
Maternal Diagnosis:9ccs185:Long pregncy:0.159
Newborn Diagnosis:9ccs222:Perint jaund:-0.135
Maternal Diagnosis:9ccs183:HTN in preg:-0.127
Newborn Diagnosis:9ccs256:Exam/eval:-0.126
Diagnosis:9ccs143:Abdom hernia:-0.112
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103
Vital: Wt Change-avg7to10 | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.463
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.106
Maternal Lab History: URINE PROTEIN-postPregnancy:0.098
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.096
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.093
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089
Maternal Lab History: PROLACTIN-postPregnancy:-0.088
Maternal Lab History: NT MoM-postPregnancy:-0.085
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.083
Maternal Lab History: INHMOM-otherPregnancy:-0.077
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.077
* Vital: Wt for Len Percentile-gain3to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.559
Correlated most with:
Diagnosis:9ccs155:Other GI dx:-0.100
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.091
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.076
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.072
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.072
Maternal Lab History: ANION GAP-otherPregnancy:-0.071
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.068
Maternal Lab History: COLONY COUNT-otherPregnancy:0.066
Diagnosis:9ccs59:Anemia:0.062
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.060
* Vital: Wt for Length ZScore-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.617
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:1.000
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.287
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.194
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.156
Maternal Lab History: IRON-postPregnancy:-0.143
Maternal Diagnosis:9ccs46:Bnign ut neo:0.141
Diagnosis:9ccs216:Nerv cong an:0.141
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.138
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.132
Maternal Lab History: MONOCYTE-otherPregnancy:-0.130
Vital: Ht-avg1to3 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.498
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.303
Maternal Diagnosis:9ccs184:Early labor:-0.278
Diagnosis:9ccs219:Low birth wt:-0.175
Maternal Diagnosis:9ccs185:Long pregncy:0.151
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.129
Newborn Diagnosis:9ccs222:Perint jaund:-0.123
Maternal Diagnosis:9ccs5:HIV infectn:-0.122
Diagnosis:9ccs143:Abdom hernia:-0.119
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117
Maternal Diagnosis:9ccs183:HTN in preg:-0.115
Vital: HC-gain13to19 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs128:Asthma:0.079
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.075
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.074
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.074
Newborn Diagnosis:9ccs223:Birth trauma:0.070
Maternal Diagnosis:9ccs46:Bnign ut neo:0.070
Maternal Diagnosis:9ccs172:Ovarian cyst:0.068
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.067
Maternal Lab History: URINE CULTURE-postPregnancy:-0.067
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.061
* Vital: Ht Percentile-latest | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.529
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.098
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Diagnosis:9ccs89:Blindness:0.081
Maternal Procedure History:96372-otherPregnancy:-0.074
Maternal Lab History: RBC-otherPregnancy:0.072
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.071
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.070
Maternal Lab History: PH-postPregnancy:-0.067
Maternal Procedure History:90656-otherPregnancy:0.067
Maternal Diagnosis:9ccs184:Early labor:-0.066
* Vital: Wt Percentile-avg10to13 | coef 0.002 95% CI: [-0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.631
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.108
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082
Maternal Lab History: INHMOM-otherPregnancy:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Maternal Lab History: APF MoM-otherPregnancy:-0.076
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.074
Maternal Lab History: 1 HOUR-otherPregnancy:0.071
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.068
* Vital: Wt-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 316 | OR_unadj: 1.666 [1.070 2.593] | indivs AUC:0.561
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.731
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.655
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.652
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.635
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.634
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.608
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.605
* Vital: Wt Percentile-avg16to19 | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.666
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106
Diagnosis:9ccs48:Thyroid dsor:-0.085
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.080
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.077
Maternal Procedure History:90746-postPregnancy:-0.073
Diagnosis:9ccs208:Acq foot def:0.072
Diagnosis:9ccs205:Back problem:-0.071
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.069
Maternal Diagnosis:9ccs182:Hemorr preg:-0.068
* Vital: Wt for Len Percentile-avg5to7 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.594
Correlated most with:
Maternal Lab History: ANION GAP-otherPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.066
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.060
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.060
Diagnosis:9ccs222:Perint jaund:-0.059
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.057
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.055
Diagnosis:9ccs217:Ot cong anom:-0.055
Maternal Procedure History:90472-postPregnancy:0.054
Maternal Procedure History:J1055-postPregnancy:-0.054
* Vital: BMI-avg5to7 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.602
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.099
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.090
Diagnosis:9ccs238:Complic proc:-0.089
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.081
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.074
Maternal Lab History: TP PERIOD-postPregnancy:0.073
Maternal Lab History: RDW-otherPregnancy:0.070
Newborn Diagnosis:9ccs219:Low birth wt:-0.067
Maternal Lab History: FIBRINOGEN-postPregnancy:0.065
Vital: HR-postPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 587 | OR_unadj: 0.960 [0.669 1.378] | indivs AUC:0.487
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.997
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.947
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.944
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.769
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.767
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.760
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.757
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.714
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.711
Vital: Ht Percentile-gain16to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs0:No DX:0.102
Diagnosis:9ccs258:Other screen:-0.095
Maternal Procedure History:90772-postPregnancy:-0.087
Maternal Procedure History:90663-postPregnancy:0.083
Maternal Procedure History:90470-postPregnancy:0.083
Maternal Procedure History:J1055-postPregnancy:-0.082
Diagnosis:9ccs51:Ot endo dsor:-0.076
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.073
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.072
Diagnosis:9ccs259:Unclassified:0.067
* Vital: HC-avg16to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.641
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.096
Diagnosis:9ccs51:Ot endo dsor:-0.094
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.084
Maternal Procedure History:90649-postPregnancy:-0.081
Diagnosis:9ccs204:Ot joint dx:-0.075
Maternal Procedure History:90471-postPregnancy:-0.075
Maternal Diagnosis:9ccs172:Ovarian cyst:0.070
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.068
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.066
* Vital: Wt Percentile-gain13to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 826 | OR_unadj: 0.644 [0.432 0.961] | indivs AUC:0.439
Correlated most with:
Number of Visits:0.100
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.082
Diagnosis:9ccs0:No DX:0.079
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.076
Diagnosis:9ccs257:Ot aftercare:0.076
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.070
Maternal Procedure History:90471-otherPregnancy:-0.069
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.066
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.066
Maternal Diagnosis:9ccs49:DiabMel no c:0.064
Vital: Ht-avg19to24 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.554
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.101
Diagnosis:9ccs128:Asthma:0.088
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.084
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Diagnosis:9ccs200:Oth skin dx:0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.082
Maternal Lab History: 1 HOUR-postPregnancy:0.080
Diagnosis:9ccs64:Ot hematl dx:0.074
Maternal Diagnosis:9ccs168:PID:-0.069
Number of Visits:0.068
* Vital: Wt Change-avg16to19 | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 712 | OR_unadj: 1.794 [1.198 2.685] | indivs AUC:0.547
Correlated most with:
Number of Visits:-0.152
Diagnosis:9ccs90:Eye infectn:-0.120
Diagnosis:9ccs257:Ot aftercare:-0.120
Diagnosis:9ccs10:Immuniz/scrn:-0.119
Diagnosis:9ccs135:Intest infct:-0.119
Diagnosis:9ccs126:Ot up rsp in:-0.116
Diagnosis:9ccs92:Otitis media:-0.111
Diagnosis:9ccs242:Poisn ot med:-0.100
Diagnosis:9ccs7:Viral infect:-0.099
Diagnosis:9ccs133:Oth low resp:-0.093
Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs255:Social admin:0.212
Diagnosis:9ccs200:Oth skin dx:0.201
Number of Visits:0.180
Diagnosis:9ccs10:Immuniz/scrn:0.179
Diagnosis:9ccs4:Mycoses:0.177
Diagnosis:9ccs126:Ot up rsp in:0.157
Diagnosis:9ccs257:Ot aftercare:0.157
Diagnosis:9ccs7:Viral infect:0.155
Diagnosis:9ccs239:Superfic inj:0.139
* Vital: HC-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.605
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.120
Diagnosis:9ccs83:Epilepsy/cnv:-0.102
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.079
Diagnosis:9ccs90:Eye infectn:0.069
Diagnosis:9ccs94:Other ear dx:-0.066
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.065
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.065
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.060
Diagnosis:9ccs247:Lymph enlarg:0.058
Maternal Lab History: PH-otherPregnancy:-0.057
* Vital: HC-avg19to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.601
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.119
Diagnosis:9ccs83:Epilepsy/cnv:-0.101
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.078
Diagnosis:9ccs90:Eye infectn:0.070
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.066
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.065
Diagnosis:9ccs94:Other ear dx:-0.063
Diagnosis:9ccs247:Lymph enlarg:0.062
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.059
Maternal Lab History: eGFR-postPregnancy:0.056
Vital: Ht Percentile-avg10to13 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.111
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110
Newborn Diagnosis:9ccs219:Low birth wt:-0.102
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.087
Maternal Diagnosis:9ccs184:Early labor:-0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.079
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.077
Maternal Lab History: 1/2 HOUR-postPregnancy:0.075
Maternal Lab History: PH-postPregnancy:-0.075
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.073
Vital: Ht Percentile-gain10to16 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.532
Correlated most with:
Maternal Procedure History:97014-postPregnancy:-0.083
Maternal Lab History: 3 HOUR-postPregnancy:-0.081
Diagnosis:9ccs125:Bronchitis:-0.077
Maternal Lab History: NEUTROPHIL-postPregnancy:0.074
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.073
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.071
Maternal Lab History: ESTRIOL-otherPregnancy:-0.069
Lab:295669 BILIRUBIN DIRECT - LMC:-0.069
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.067
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.067
Vital: Wt Percentile-gain7to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.457
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.092
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.079
Maternal Lab History: PAPP-A-postPregnancy:-0.073
Maternal Procedure History:36416-postPregnancy:0.072
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.072
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.068
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.068
Maternal Lab History: MONOCYTE-otherPregnancy:-0.066
Maternal Diagnosis:9ccs5:HIV infectn:-0.065
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.064
Vital: Ht-gain0to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.553
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.104
Diagnosis:9ccs200:Oth skin dx:0.088
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.087
Newborn Diagnosis:9ccs219:Low birth wt:-0.087
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.083
Maternal Lab History: 1 HOUR-postPregnancy:0.081
Diagnosis:9ccs64:Ot hematl dx:0.075
Diagnosis:9ccs259:Unclassified:0.072
Maternal Diagnosis:9ccs184:Early labor:-0.070
Vital: Wt Percentile-gain10to16 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 753 | OR_unadj: 0.793 [0.556 1.132] | indivs AUC:0.496
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.100
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.081
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.075
Maternal Diagnosis:9ccs61:Sickle cell:-0.073
Maternal Lab History: NEUTROPHIL-postPregnancy:0.071
Maternal Procedure History:97014-postPregnancy:-0.070
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.069
Lab:292495 LEAD LEVEL - Sunrise:0.067
Maternal Lab History: 3 HOUR-postPregnancy:-0.065
Vital: Ht Percentile-gain13to19 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.405
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.070
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.070
Maternal Lab History: URINE CULTURE-postPregnancy:-0.068
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.067
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.064
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.064
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.064
Diagnosis:9ccs136:Teeth dx:-0.064
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.061
Number of Visits:0.061
Vital: Wt Change-avg13to16 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.525
Correlated most with:
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.115
Maternal Procedure History:87880-postPregnancy:0.102
Maternal Lab History: POLYS-postPregnancy:0.093
Maternal Diagnosis:9ccs10:Immuniz/scrn:-0.093
Diagnosis:9ccs126:Ot up rsp in:-0.089
Number of Visits:-0.089
Diagnosis:9ccs63:Wht blood dx:0.082
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.082
Diagnosis:9ccs155:Other GI dx:-0.082
Diagnosis:9ccs133:Oth low resp:-0.079
Vital: Ht-postPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 544 | OR_unadj: 0.933 [0.645 1.348] | indivs AUC:0.563
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.930
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.928
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.769
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.768
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.706
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.705
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.665
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.663
Vital: Wt for Len Percentile-gain1to5 | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 223 | OR_unadj: 1.424 [0.856 2.368] | indivs AUC:0.501
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.113
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.102
Newborn Diagnosis:9ccs221:Resp distres:-0.094
Newborn Diagnosis:9ccs253:Allergy:-0.084
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.080
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.074
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.070
Maternal Lab History: TP PERIOD-postPregnancy:0.070
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.069
Vital: Ht Percentile-gain7to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.462
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect:-0.085
Maternal Lab History: GFR in African American-postPregnancy:0.081
Maternal Lab History: GFR Calculation-postPregnancy:0.081
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.080
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.076
Maternal Lab History: MONOCYTE-postPregnancy:-0.076
Maternal Diagnosis:9ccs59:Anemia:0.074
Newborn Diagnosis:9ccs94:Other ear dx:-0.072
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.070
Diagnosis:9ccs217:Ot cong anom:-0.070
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.505
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.380
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.218
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.217
Vital: Wt for Len Percentile-avg3to5 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.516
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.124
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.119
Maternal Procedure History:90663-postPregnancy:-0.092
Maternal Procedure History:90470-postPregnancy:-0.089
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.085
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.080
Maternal Lab History: TP PERIOD-postPregnancy:0.078
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.076
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.069
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.069
* Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.476
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.458
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.207
Diagnosis:9ccs257:Ot aftercare:0.194
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs253:Allergy:0.179
Number of Visits:0.166
Diagnosis:9ccs135:Intest infct:0.147
Diagnosis:9ccs90:Eye infectn:0.143
Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Number of Visits:0.306
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs10:Immuniz/scrn:0.207
Diagnosis:9ccs90:Eye infectn:0.205
Diagnosis:9ccs255:Social admin:0.187
Diagnosis:9ccs133:Oth low resp:0.182
Diagnosis:9ccs92:Otitis media:0.174
Diagnosis:9ccs257:Ot aftercare:0.169
Diagnosis:9ccs125:Bronchitis:0.159
Vital: Ht Percentile-avg7to10 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.104
Maternal Lab History: MONOCYTE-postPregnancy:0.099
Maternal Diagnosis:9ccs5:HIV infectn:-0.096
Maternal Diagnosis:9ccs184:Early labor:-0.091
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086
Maternal Lab History: WEIGHT-postPregnancy:0.085
Maternal Lab History: 1 HOUR-postPregnancy:0.079
Maternal Lab History: GFR Calculation-postPregnancy:-0.075
* Vital: Wt Percentile-avg13to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 679 | OR_unadj: 1.935 [1.451 2.581] | indivs AUC:0.666
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.105
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101
Maternal Lab History: INHMOM-otherPregnancy:-0.085
Maternal Lab History: 1 HOUR-otherPregnancy:0.080
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079
Maternal Lab History: 2 HOUR-otherPregnancy:0.077
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.077
Maternal Procedure History:90746-postPregnancy:-0.075
Maternal Diagnosis:9ccs182:Hemorr preg:-0.075
Maternal Lab History: APF MoM-otherPregnancy:-0.074
Vital: Ht Percentile-avg16to19 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.511
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:0.081
Maternal Lab History: PH-postPregnancy:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.073
Diagnosis:9ccs128:Asthma:0.071
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.068
Maternal Lab History: HCG-otherPregnancy:-0.068
Maternal Lab History: UREA NITROGEN-postPregnancy:0.067
* Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.451
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.201
Number of Visits:0.184
Diagnosis:9ccs155:Other GI dx:0.168
Diagnosis:9ccs7:Viral infect:0.158
Diagnosis:9ccs256:Exam/eval:0.140
Diagnosis:9ccs239:Superfic inj:0.138
Diagnosis:9ccs126:Ot up rsp in:0.119
Diagnosis:9ccs255:Social admin:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.106
Diagnosis:9ccs244:Other injury | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.131
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.121
Number of Visits:0.120
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.111
Maternal Lab History: LDH-postPregnancy:0.104
Diagnosis:9ccs163:Other GU dx:0.101
Maternal Diagnosis:9ccs238:Complic proc:0.099
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.096
Maternal Lab History: 1 HOUR-postPregnancy:-0.096
* Vital: Ht Percentile-avg19to24 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.517
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Lab History: RBC-otherPregnancy:0.088
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.084
Maternal Lab History: 1 HOUR-postPregnancy:0.079
Maternal Procedure History:96372-otherPregnancy:-0.079
Diagnosis:9ccs128:Asthma:0.079
Diagnosis:9ccs89:Blindness:0.079
Maternal Diagnosis:9ccs184:Early labor:-0.075
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073
Vital: Wt Change-avg10to13 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 631 | OR_unadj: 1.185 [0.802 1.752] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:J7300-postPregnancy:0.114
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.097
Diagnosis:9ccs256:Exam/eval:0.095
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.086
Maternal Procedure History:58300-postPregnancy:0.085
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.082
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.078
Diagnosis:9ccs133:Oth low resp:-0.078
Diagnosis:9ccs136:Teeth dx:-0.078
Vital: BP-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 314 | OR_unadj: 1.341 [0.868 2.070] | indivs AUC:0.579
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.465
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.381
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.379
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.268
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.219
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.217
* Vital: Wt Percentile-avg5to7 | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 447 | OR_unadj: 1.467 [1.036 2.078] | indivs AUC:0.560
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.107
Maternal Procedure History:86580-postPregnancy:-0.103
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Diagnosis:9ccs208:Acq foot def:0.086
Maternal Procedure History:97014-postPregnancy:0.080
Diagnosis:9ccs217:Ot cong anom:-0.077
Newborn Diagnosis:9ccs200:Oth skin dx:-0.075
Maternal Diagnosis:9ccs184:Early labor:-0.075
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.074
Maternal Lab History: Varicella IgG-postPregnancy:0.073
Vital: HR-avg13to16 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs140:Gastritis:0.111
Diagnosis:9ccs240:Burns:0.076
Diagnosis:9ccs168:PID:0.074
Maternal Lab History: HCG-postPregnancy:-0.070
Maternal Diagnosis:9ccs98:HTN:0.070
Diagnosis:9ccs10:Immuniz/scrn:0.068
Diagnosis:9ccs163:Other GU dx:0.068
Maternal Diagnosis:9ccs149:Biliary dx:0.067
Diagnosis:9ccs257:Ot aftercare:0.065
Maternal Lab History: GAMMA GT-otherPregnancy:-0.064
Vital: HR-avg10to13 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.088
Maternal Lab History: PAPP-A-postPregnancy:0.078
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.077
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.072
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.071
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.071
Maternal Lab History: URINE SUGAR-postPregnancy:0.070
Diagnosis:9ccs212:Ot bone dx:0.069
Maternal Lab History: MCV-otherPregnancy:0.067
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.066
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Number of Visits:0.143
Diagnosis:9ccs253:Allergy:0.139
Diagnosis:9ccs200:Oth skin dx:0.138
Diagnosis:9ccs155:Other GI dx:0.136
Diagnosis:9ccs256:Exam/eval:0.120
Diagnosis:9ccs126:Ot up rsp in:0.114
Diagnosis:9ccs133:Oth low resp:0.112
Diagnosis:9ccs7:Viral infect:0.107
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.106
* Vital: Ht Percentile-gain0to24 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.527
Correlated most with:
Maternal Lab History: RBC-otherPregnancy:0.086
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086
Newborn Diagnosis:9ccs219:Low birth wt:-0.083
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.083
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Maternal Procedure History:96372-otherPregnancy:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.080
Diagnosis:9ccs89:Blindness:0.078
Diagnosis:9ccs128:Asthma:0.077
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.072
Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.545
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.337
Number of Visits:0.296
Diagnosis:9ccs90:Eye infectn:0.231
Diagnosis:9ccs125:Bronchitis:0.228
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs255:Social admin:0.192
Diagnosis:9ccs10:Immuniz/scrn:0.191
Diagnosis:9ccs135:Intest infct:0.183
Diagnosis:9ccs7:Viral infect:0.174
Vital: Ht Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.419
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.101
Maternal Lab History: MPV-otherPregnancy:0.096
Maternal Procedure History:99211-otherPregnancy:0.092
Maternal Procedure History:96372-otherPregnancy:-0.088
Maternal Lab History: FASTING-postPregnancy:-0.076
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.073
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.072
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070
Diagnosis:9ccs242:Poisn ot med:0.066
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.065
Vital: Ht Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.432
Correlated most with:
Maternal Lab History: NEUTROPHIL-postPregnancy:0.146
Maternal Lab History: 3 HOUR-postPregnancy:-0.129
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.108
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.086
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.075
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.074
Maternal Lab History: INR-postPregnancy:-0.074
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.072
Maternal Lab History: 1 HOUR-postPregnancy:-0.071
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.070
* Vital: BMI Percentile-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 288 | OR_unadj: 1.640 [1.099 2.447] | indivs AUC:0.563
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.113
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.101
Maternal Lab History: FERRITIN-postPregnancy:-0.078
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.078
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.073
Maternal Lab History: HERPES II IgG-postPregnancy:-0.072
Maternal Diagnosis:9ccs69:Affective dx:0.069
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.066
Diagnosis:9ccs215:gu cong anom:0.066
Maternal Lab History: FASTING-postPregnancy:0.066
Diagnosis:9ccs126:Ot up rsp in | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs255:Social admin:0.355
Diagnosis:9ccs92:Otitis media:0.337
Diagnosis:9ccs10:Immuniz/scrn:0.312
Number of Visits:0.312
Diagnosis:9ccs7:Viral infect:0.236
Diagnosis:9ccs257:Ot aftercare:0.228
Diagnosis:9ccs90:Eye infectn:0.191
Diagnosis:9ccs135:Intest infct:0.190
Diagnosis:9ccs133:Oth low resp:0.167
Vital: Temp-postPregnancy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 268 | OR_unadj: 1.249 [0.793 1.967] | indivs AUC:0.476
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.991
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.523
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.516
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.497
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.490
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.476
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.470
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.399
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.394
Diagnosis:9ccs257:Ot aftercare | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.439
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Number of Visits:0.231
Diagnosis:9ccs126:Ot up rsp in:0.228
Diagnosis:9ccs92:Otitis media:0.226
Diagnosis:9ccs125:Bronchitis:0.216
Diagnosis:9ccs10:Immuniz/scrn:0.194
Diagnosis:9ccs255:Social admin:0.190
Diagnosis:9ccs7:Viral infect:0.169
Diagnosis:9ccs253:Allergy:0.157
Diagnosis:9ccs128:Asthma:0.152
Vital: HR-avg19to24 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.481
Correlated most with:
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.078
Maternal Lab History: PLATELET COUNT-postPregnancy:0.073
Diagnosis:9ccs213:Cardiac anom:-0.072
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.068
Maternal Procedure History:90658-postPregnancy:-0.064
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.064
Maternal Lab History: INHMOM-postPregnancy:-0.063
Maternal Lab History: COLONY COUNT-postPregnancy:0.063
Diagnosis:9ccs10:Immuniz/scrn:0.060
Diagnosis:10ccs58:Ot nutrit dx:-0.060
Vital: Ht Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.498
Correlated most with:
Maternal Procedure History:90472-postPregnancy:-0.099
Diagnosis:9ccs92:Otitis media:0.085
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.082
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.071
Maternal Lab History: ALT-otherPregnancy:0.070
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.070
Diagnosis:9ccs136:Teeth dx:0.069
Maternal Lab History: FASTING-postPregnancy:0.069
Maternal Lab History: A/G-postPregnancy:-0.068
Diagnosis:9ccs74:Ot mentl cnd:0.066
Vital: HR-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:0.089
Maternal Diagnosis:9ccs182:Hemorr preg:0.084
Diagnosis:9ccs259:Unclassified:0.080
Diagnosis:9ccs214:GI cong anom:-0.079
Diagnosis:9ccs167:Breast dx:0.072
Newborn Diagnosis:9ccs256:Exam/eval:0.072
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.072
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.070
Maternal Lab History: CHLORIDE-postPregnancy:0.069
Diagnosis:9ccs244:Other injury:0.063
Vital: Ht Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.505
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.107
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.103
Maternal Diagnosis:9ccs184:Early labor:-0.102
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.089
Maternal Lab History: 1 HOUR-otherPregnancy:0.079
Newborn Diagnosis:9ccs200:Oth skin dx:-0.076
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.074
Diagnosis:9ccs208:Acq foot def:0.072
Maternal Procedure History:90746-postPregnancy:-0.071
Maternal Diagnosis:9ccs185:Long pregncy:0.070
Vital: BMI-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 308 | OR_unadj: 1.059 [0.563 1.991] | indivs AUC:0.533
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.381
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.340
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340
Newborn Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.496
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.947
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.930
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.928
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.779
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.776
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.722
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.722
Vital: HR-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.502
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.132
Maternal Lab History: GFR in African American-otherPregnancy:-0.126
Maternal Lab History: GFR Calculation-otherPregnancy:-0.126
Maternal Lab History: PT-postPregnancy:-0.112
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.111
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.105
Newborn Diagnosis:9ccs253:Allergy:0.094
Maternal Diagnosis:9ccs238:Complic proc:-0.088
Maternal Lab History: INR-postPregnancy:-0.087
Diagnosis:9ccs155:Other GI dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.246
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs7:Viral infect:0.153
Diagnosis:9ccs126:Ot up rsp in:0.144
Diagnosis:9ccs239:Superfic inj:0.136
Diagnosis:9ccs10:Immuniz/scrn:0.130
Diagnosis:9ccs250:Nausea/vomit:0.124
Diagnosis:9ccs133:Oth low resp:0.116
Diagnosis:9ccs91:Other eye dx:0.113
Vital: Ht Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.530
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.099
Diagnosis:10ccs58:Ot nutrit dx:0.089
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.087
Lab:323825 STREP SCREEN THROAT - Sunrise:0.084
Newborn Diagnosis:9ccs219:Low birth wt:-0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.081
Maternal Lab History: 1/2 HOUR-postPregnancy:0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.072
Newborn Diagnosis:9ccs221:Resp distres:-0.071
Maternal Diagnosis:9ccs184:Early labor:-0.067
Vital: Ht Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: PAPP-A-postPregnancy:-0.103
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.086
Maternal Lab History: ALBUMIN-otherPregnancy:-0.077
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:-0.068
Maternal Lab History: ANION GAP-otherPregnancy:-0.067
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.067
Diagnosis:9ccs89:Blindness:0.063
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.063
Maternal Lab History: INHMOM-otherPregnancy:-0.062
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.060
Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.206
Diagnosis:9ccs126:Ot up rsp in:0.190
Diagnosis:9ccs92:Otitis media:0.183
Diagnosis:9ccs7:Viral infect:0.156
Diagnosis:9ccs10:Immuniz/scrn:0.147
Diagnosis:9ccs125:Bronchitis:0.131
Diagnosis:9ccs253:Allergy:0.129
Diagnosis:9ccs255:Social admin:0.124
Diagnosis:9ccs257:Ot aftercare:0.120
Vital: Wt Change-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 420 | OR_unadj: 0.968 [0.619 1.514] | indivs AUC:0.481
Correlated most with:
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.099
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.095
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.083
Maternal Procedure History:90772-postPregnancy:0.071
Maternal Procedure History:90471-otherPregnancy:0.069
Diagnosis:9ccs124:Tonsillitis:-0.068
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.067
Maternal Procedure History:86580-postPregnancy:-0.066
Diagnosis:9ccs47:Ot bnign neo:0.065
Maternal Lab History: APF MoM-otherPregnancy:-0.065
Vital: Wt Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 372 | OR_unadj: 0.999 [0.638 1.563] | indivs AUC:0.519
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.088
Maternal Lab History: PAPP-A-otherPregnancy:-0.081
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.080
Maternal Lab History: BASOPHIL-postPregnancy:0.080
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.076
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.075
Diagnosis:9ccs127:COPD:0.074
Maternal Lab History: HERPES II IgG-otherPregnancy:0.072
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.071
Vital: Wt Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.486
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.115
Maternal Lab History: URIC ACID-otherPregnancy:0.096
Maternal Lab History: 3 HOUR-postPregnancy:-0.086
Maternal Lab History: MPV-otherPregnancy:0.080
Maternal Lab History: NEUTROPHIL-postPregnancy:0.070
Maternal Diagnosis:9ccs7:Viral infect:0.070
Maternal Lab History: 1 HOUR-otherPregnancy:0.069
Newborn Diagnosis:9ccs222:Perint jaund:0.067
Maternal Diagnosis:9ccs91:Other eye dx:0.067
Diagnosis:9ccs91:Other eye dx:0.063
Vital: Ht Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.544
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110
Newborn Diagnosis:9ccs219:Low birth wt:-0.108
Maternal Diagnosis:9ccs259:Unclassified:-0.099
Maternal Diagnosis:9ccs184:Early labor:-0.094
Maternal Procedure History:86580-postPregnancy:-0.089
Newborn Diagnosis:9ccs200:Oth skin dx:-0.081
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.080
Maternal Lab History: HCG-otherPregnancy:-0.079
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.073
Maternal Lab History: HERPES II IgG-otherPregnancy:0.072
Vital: HR-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.513
Correlated most with:
Maternal Diagnosis:9ccs187:Malposition:0.100
Diagnosis:9ccs10:Immuniz/scrn:0.089
Diagnosis:9ccs217:Ot cong anom:0.086
Maternal Procedure History:90658-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.082
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.077
Maternal Lab History: PROLACTIN-postPregnancy:0.071
Maternal Lab History: GAMMA GT-otherPregnancy:-0.068
Diagnosis:9ccs257:Ot aftercare:0.064
Diagnosis:9ccs7:Viral infect:0.063
Vital: Wt Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 491 | OR_unadj: 0.943 [0.621 1.433] | indivs AUC:0.462
Correlated most with:
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.136
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.109
Maternal Lab History: 1 HOUR-postPregnancy:0.090
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.090
Maternal Procedure History:96372-otherPregnancy:-0.088
Maternal Lab History: INHMOM-otherPregnancy:0.086
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.082
Diagnosis:9ccs92:Otitis media:0.077
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.075
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.073
Vital: BMI Percentile-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 258 | OR_unadj: 1.431 [0.924 2.214] | indivs AUC:0.545
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.114
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.086
Diagnosis:9ccs58:Ot nutrit dx:0.081
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.076
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.072
Maternal Lab History: FASTING-postPregnancy:0.071
Diagnosis:9ccs215:gu cong anom:0.070
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.069
Diagnosis:9ccs137:Mouth dx:-0.069
Diagnosis:9ccs240:Burns:-0.068
Vital: Ht Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.466
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:-0.100
Newborn Diagnosis:9ccs219:Low birth wt:-0.097
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.096
Maternal Diagnosis:9ccs184:Early labor:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.076
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.074
Maternal Diagnosis:9ccs61:Sickle cell:-0.071
Maternal Procedure History:86580-postPregnancy:-0.070
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.070
Vital: HR-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 291 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.501
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.695
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.695
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.654
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.635
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.350
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350
Vital: HR-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.482
Correlated most with:
Maternal Lab History: LDH-otherPregnancy:-0.088
Maternal Lab History: HCG-postPregnancy:-0.087
Diagnosis:9ccs240:Burns:0.086
Maternal Diagnosis:9ccs184:Early labor:0.085
Maternal Procedure History:90658-postPregnancy:-0.082
Diagnosis:9ccs217:Ot cong anom:0.077
Maternal Lab History: PLATELET COUNT-postPregnancy:0.075
Maternal Diagnosis:9ccs191:Amnios dx:0.073
Diagnosis:9ccs161:Ot dx kidney:0.073
Diagnosis:9ccs63:Wht blood dx:0.071
* Newborn Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.511
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.914
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.778
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.776
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.759
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.757
Vital: BMI Percentile-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.548
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.114
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.087
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.081
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074
Diagnosis:9ccs58:Ot nutrit dx:0.073
Maternal Lab History: FASTING-postPregnancy:0.073
Diagnosis:9ccs215:gu cong anom:0.072
Diagnosis:9ccs240:Burns:-0.071
Diagnosis:9ccs250:Nausea/vomit:-0.069
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.066
Vital: Wt Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 582 | OR_unadj: 1.002 [0.659 1.525] | indivs AUC:0.535
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:-0.080
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.080
Maternal Diagnosis:9ccs60:Acut p-h anm:0.080
Maternal Lab History: ALBUMIN-otherPregnancy:-0.077
Maternal Lab History: MONOS-otherPregnancy:-0.077
Maternal Diagnosis:9ccs149:Biliary dx:0.072
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.072
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.070
Maternal Lab History: ANION GAP-otherPregnancy:-0.070
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Diagnosis:9ccs168:PID:0.178
Maternal Lab History: A/G-otherPregnancy:-0.166
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.154
Maternal Lab History: GLOBULIN-otherPregnancy:0.141
Diagnosis:9ccs205:Back problem:0.140
Maternal Lab History: AST (SGOT)-otherPregnancy:0.131
Maternal Procedure History:86703-postPregnancy:0.116
Maternal Diagnosis:9ccs69:Affective dx:0.111
Diagnosis:9ccs219:Low birth wt:0.110
Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs136:Teeth dx:0.088
Diagnosis:9ccs137:Mouth dx:0.083
Diagnosis:9ccs239:Superfic inj:0.080
Diagnosis:9ccs2:Septicemia:0.079
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.079
Diagnosis:9ccs90:Eye infectn:0.077
Diagnosis:9ccs255:Social admin:0.075
Diagnosis:9ccs7:Viral infect:0.074
Diagnosis:9ccs90:Eye infectn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.539
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs92:Otitis media:0.231
Diagnosis:9ccs7:Viral infect:0.205
Diagnosis:9ccs126:Ot up rsp in:0.191
Number of Visits:0.174
Diagnosis:9ccs10:Immuniz/scrn:0.143
Diagnosis:9ccs125:Bronchitis:0.129
Diagnosis:9ccs255:Social admin:0.125
Diagnosis:9ccs133:Oth low resp:0.117
Diagnosis:9ccs135:Intest infct:0.112
Vital: HR-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.540
Correlated most with:
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.139
Maternal Procedure History:90658-postPregnancy:-0.085
Maternal Lab History: 3 HOUR-postPregnancy:0.085
Newborn Diagnosis:9ccs94:Other ear dx:-0.077
Newborn Diagnosis:9ccs221:Resp distres:0.075
Diagnosis:9ccs125:Bronchitis:0.073
Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.071
Maternal Lab History: 1 HOUR-postPregnancy:-0.070
Diagnosis:9ccs244:Other injury:0.068
Diagnosis:9ccs135:Intest infct:0.068
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.500
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.720
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.709
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.688
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.686
Diagnosis:9ccs125:Bronchitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.460
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs128:Asthma:0.241
Diagnosis:9ccs92:Otitis media:0.228
Diagnosis:9ccs257:Ot aftercare:0.216
Number of Visits:0.180
Diagnosis:9ccs126:Ot up rsp in:0.165
Diagnosis:9ccs122:Pneumonia:0.164
Diagnosis:9ccs7:Viral infect:0.159
Diagnosis:9ccs133:Oth low resp:0.156
Diagnosis:9ccs135:Intest infct:0.131
* Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.449
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.151
Newborn Diagnosis:9ccs222:Perint jaund:0.115
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Diagnosis:9ccs155:Other GI dx:0.090
Diagnosis:9ccs257:Ot aftercare:0.087
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.082
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.078
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077
Vital: Ht-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 309 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.539
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.998
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.730
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.718
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.714
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.704
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.650
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Number of Visits:0.138
Diagnosis:9ccs74:Ot mentl cnd:0.102
Lab:294203 BILIRUBIN TOTAL - LMC:0.092
Diagnosis:9ccs256:Exam/eval:0.090
Diagnosis:9ccs253:Allergy:0.088
Diagnosis:9ccs155:Other GI dx:0.087
Diagnosis:9ccs134:Ot uppr resp:0.085
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.081
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.079
Vital: Wt Change-avg3to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 376 | OR_unadj: 1.188 [0.778 1.816] | indivs AUC:0.564
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:-0.112
Maternal Lab History: GFR in African American-postPregnancy:-0.112
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.111
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.108
Maternal Lab History: APF MoM-otherPregnancy:-0.108
Maternal Lab History: INHMOM-otherPregnancy:-0.098
Maternal Lab History: INHMOM-postPregnancy:0.087
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.085
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.080
Maternal Procedure History:90471-postPregnancy:-0.078
* Vital: Wt Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 408 | OR_unadj: 1.512 [1.054 2.171] | indivs AUC:0.577
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.135
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125
Maternal Lab History: INHMOM-postPregnancy:0.124
Maternal Lab History: INHMOM-otherPregnancy:-0.107
Maternal Diagnosis:9ccs128:Asthma:-0.099
Diagnosis:9ccs117:Ot circul dx:-0.095
Newborn Diagnosis:9ccs200:Oth skin dx:-0.094
Newborn Diagnosis:9ccs219:Low birth wt:-0.089
Maternal Lab History: APF MoM-otherPregnancy:-0.088
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.088
Vital: BMI Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.548
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.114
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.087
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.081
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074
Diagnosis:9ccs58:Ot nutrit dx:0.073
Maternal Lab History: FASTING-postPregnancy:0.073
Diagnosis:9ccs215:gu cong anom:0.072
Diagnosis:9ccs240:Burns:-0.071
Diagnosis:9ccs250:Nausea/vomit:-0.069
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.066
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.509
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.730
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.656
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.636
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.635
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.609
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.607
Vital: Wt Change-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 329 | OR_unadj: 1.015 [0.648 1.588] | indivs AUC:0.542
Correlated most with:
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.141
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.118
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.109
Maternal Lab History: INHMOM-postPregnancy:0.103
Maternal Lab History: 1 HOUR-postPregnancy:-0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.091
Lab:295669 BILIRUBIN DIRECT - LMC:0.088
Maternal Procedure History:90656-postPregnancy:0.084
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.083
Maternal Lab History: POLYS-postPregnancy:-0.079
Vital: Wt Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 358 | OR_unadj: 1.211 [0.811 1.809] | indivs AUC:0.578
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.141
Diagnosis:9ccs117:Ot circul dx:-0.117
Maternal Lab History: INHMOM-postPregnancy:0.114
Newborn Diagnosis:9ccs219:Low birth wt:-0.111
Maternal Procedure History:86580-postPregnancy:-0.110
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.110
Maternal Diagnosis:9ccs184:Early labor:-0.110
Maternal Lab History: INHMOM-otherPregnancy:-0.107
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.097
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.088
Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.105
Diagnosis:9ccs122:Pneumonia:0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.096
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.096
Diagnosis:9ccs159:UTI:0.096
Diagnosis:9ccs243:Poisn nonmed:0.091
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs10:Immuniz/scrn:0.088
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs7:Viral infect:0.127
Number of Visits:0.109
Diagnosis:9ccs92:Otitis media:0.103
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.090
Maternal Lab History: GLOBULIN-otherPregnancy:0.089
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.083
Diagnosis:9ccs197:Skin infectn:0.083
Diagnosis:9ccs136:Teeth dx:0.078
Diagnosis:9ccs126:Ot up rsp in:0.077
Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.545
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs95:Oth nerv dx:0.195
Diagnosis:9ccs113:Late eff CVD:0.180
Number of Visits:0.131
Newborn Diagnosis:9ccs219:Low birth wt:0.126
Diagnosis:9ccs159:UTI:0.115
Diagnosis:9ccs94:Other ear dx:0.111
Diagnosis:9ccs58:Ot nutrit dx:0.102
Diagnosis:9ccs238:Complic proc:0.100
Diagnosis:9ccs217:Ot cong anom:0.099
Diagnosis:9ccs151:Oth liver dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.128
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.113
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.099
Diagnosis:9ccs224:Ot perint dx:0.092
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.091
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.087
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.284
Diagnosis:9ccs217:Ot cong anom:0.181
Diagnosis:9ccs155:Other GI dx:0.113
Diagnosis:9ccs90:Eye infectn:0.101
Number of Visits:0.095
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.093
Diagnosis:9ccs10:Immuniz/scrn:0.086
Diagnosis:9ccs253:Allergy:0.080
Diagnosis:9ccs239:Superfic inj:0.079
Vital: HR-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.473
Correlated most with:
Maternal Procedure History:90658-postPregnancy:-0.121
Maternal Lab History: 3 HOUR-postPregnancy:0.113
Maternal Diagnosis:9ccs98:HTN:0.111
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.102
Newborn Diagnosis:9ccs256:Exam/eval:0.091
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.082
Diagnosis:9ccs167:Breast dx:0.081
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.079
Maternal Diagnosis:9ccs182:Hemorr preg:0.078
Maternal Procedure History:90649-postPregnancy:-0.076
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Diagnosis:9ccs95:Oth nerv dx:0.131
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.112
Maternal Diagnosis:9ccs5:HIV infectn:0.108
Newborn Diagnosis:9ccs219:Low birth wt:0.104
Diagnosis:9ccs219:Low birth wt:0.093
Diagnosis:9ccs215:gu cong anom:0.092
Diagnosis:9ccs63:Wht blood dx:0.091
Maternal Lab History: PTT-otherPregnancy:0.091
Maternal Diagnosis:9ccs184:Early labor:0.091
Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.150
Number of Visits:0.143
Diagnosis:9ccs133:Oth low resp:0.134
Diagnosis:9ccs126:Ot up rsp in:0.114
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.096
Diagnosis:9ccs90:Eye infectn:0.095
Diagnosis:9ccs123:Influenza:0.093
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.087
Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs253:Allergy:0.177
Diagnosis:9ccs200:Oth skin dx:0.102
Number of Visits:0.102
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.087
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.086
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.079
Diagnosis:9ccs7:Viral infect:0.077
Diagnosis:9ccs256:Exam/eval:0.076
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.075
Vital: Wt Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 305 | OR_unadj: 0.948 [0.596 1.507] | indivs AUC:0.535
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.119
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.111
Maternal Diagnosis:9ccs184:Early labor:-0.109
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.105
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.099
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.097
Newborn Diagnosis:9ccs219:Low birth wt:-0.097
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.096
Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.525
Diagnosis:9ccs117:Ot circul dx:0.230
Newborn Diagnosis:9ccs96:Hrt valve dx:0.220
Newborn Diagnosis:9ccs213:Cardiac anom:0.181
Maternal Procedure History:96372-otherPregnancy:0.107
Diagnosis:9ccs259:Unclassified:0.096
Diagnosis:9ccs10:Immuniz/scrn:0.090
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.090
Diagnosis:9ccs257:Ot aftercare:0.088
Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs200:Oth skin dx:0.104
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.090
Diagnosis:9ccs94:Other ear dx:0.084
Diagnosis:9ccs133:Oth low resp:0.084
Diagnosis:9ccs211:Ot conn tiss:0.081
Diagnosis:9ccs61:Sickle cell:0.075
Diagnosis:9ccs257:Ot aftercare:0.075
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.075
Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Number of Visits:0.166
Diagnosis:9ccs113:Late eff CVD:0.141
Diagnosis:9ccs126:Ot up rsp in:0.123
Diagnosis:9ccs74:Ot mentl cnd:0.111
Diagnosis:9ccs155:Other GI dx:0.100
Diagnosis:9ccs257:Ot aftercare:0.099
Diagnosis:9ccs135:Intest infct:0.095
Diagnosis:9ccs239:Superfic inj:0.090
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.087
Vital: Ht Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.102
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.091
Maternal Diagnosis:9ccs184:Early labor:-0.090
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.086
Diagnosis:9ccs211:Ot conn tiss:0.085
Newborn Diagnosis:9ccs200:Oth skin dx:-0.084
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.084
Maternal Lab History: FASTING-postPregnancy:0.079
Maternal Lab History: 2 HOUR-postPregnancy:0.078
Maternal Lab History: 1/2 HOUR-postPregnancy:0.077
Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.180
Diagnosis:9ccs94:Other ear dx:0.141
Maternal Procedure History:97001-postPregnancy:0.141
Number of Visits:0.138
Diagnosis:9ccs83:Epilepsy/cnv:0.113
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.098
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.087
Maternal Diagnosis:9ccs69:Affective dx:0.087
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.083
Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs61:Sickle cell:0.111
Diagnosis:9ccs96:Hrt valve dx:0.096
Diagnosis:9ccs242:Poisn ot med:0.093
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.089
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.085
Maternal Diagnosis:9ccs61:Sickle cell:0.078
Diagnosis:9ccs134:Ot uppr resp:0.077
Diagnosis:9ccs55:Fluid/elc dx:0.076
Diagnosis:9ccs250:Nausea/vomit:0.075
Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs125:Bronchitis:0.241
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs122:Pneumonia:0.211
Number of Visits:0.184
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs126:Ot up rsp in:0.130
Diagnosis:9ccs7:Viral infect:0.112
Diagnosis:9ccs127:COPD:0.109
Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.525
Newborn Diagnosis:9ccs213:Cardiac anom:0.330
Diagnosis:9ccs117:Ot circul dx:0.310
Newborn Diagnosis:9ccs96:Hrt valve dx:0.280
Maternal Procedure History:97140-postPregnancy:0.123
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.123
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.120
Maternal Diagnosis:9ccs6:Hepatitis:0.102
Maternal Diagnosis:9ccs163:Other GU dx:0.102
Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.495
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249
Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Diagnosis:9ccs128:Asthma:0.220
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.182
Diagnosis:9ccs126:Ot up rsp in:0.167
Diagnosis:9ccs127:COPD:0.166
Diagnosis:9ccs122:Pneumonia:0.161
Diagnosis:9ccs125:Bronchitis:0.156
Diagnosis:9ccs257:Ot aftercare:0.147
Diagnosis:9ccs256:Exam/eval:0.146
Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.146
Diagnosis:9ccs200:Oth skin dx:0.140
Number of Visits:0.133
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.133
Diagnosis:9ccs239:Superfic inj:0.120
Diagnosis:9ccs155:Other GI dx:0.112
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.111
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.105
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.105
Vital: Wt Change-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.453
Correlated most with:
Maternal Lab History: FASTING-postPregnancy:-0.109
Lab:323825 STREP SCREEN THROAT - Sunrise:0.107
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.096
Maternal Lab History: FASTING-otherPregnancy:-0.095
Maternal Procedure History:96372-otherPregnancy:-0.091
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.087
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.087
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.086
Diagnosis:9ccs151:Oth liver dx:-0.084
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.076
Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.259
Diagnosis:9ccs91:Other eye dx:0.181
Diagnosis:9ccs47:Ot bnign neo:0.154
Diagnosis:9ccs95:Oth nerv dx:0.112
Diagnosis:9ccs257:Ot aftercare:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs216:Nerv cong an:0.101
Diagnosis:9ccs74:Ot mentl cnd:0.099
Diagnosis:9ccs51:Ot endo dsor:0.099
Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.211
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.164
Diagnosis:9ccs133:Oth low resp:0.161
Diagnosis:9ccs127:COPD:0.147
Diagnosis:9ccs92:Otitis media:0.145
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.111
Diagnosis:9ccs59:Anemia:0.103
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.527
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.696
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.694
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.655
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.634
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.351
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs258:Other screen:0.143
Diagnosis:9ccs7:Viral infect:0.130
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs140:Gastritis:0.096
Number of Visits:0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs197:Skin infectn:0.088
Maternal Lab History: ALT-otherPregnancy:0.084
Diagnosis:9ccs126:Ot up rsp in:0.082
Vital: Temp-otherPregnancy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 122 | OR_unadj: 1.356 [0.745 2.467] | indivs AUC:0.520
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.459
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.457
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.450
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.403
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.402
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.339
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.498
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.465
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.254
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs155:Other GI dx:0.124
Number of Visits:0.122
Diagnosis:9ccs141:Ot dx stomch:0.120
Diagnosis:9ccs200:Oth skin dx:0.100
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.096
Diagnosis:9ccs135:Intest infct:0.090
Diagnosis:9ccs138:Esophgeal dx:0.090
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.088
Diagnosis:9ccs90:Eye infectn:0.087
Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.756
Newborn Diagnosis:9ccs95:Oth nerv dx:0.150
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.140
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.135
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.114
Maternal Lab History: FASTING-postPregnancy:0.113
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.107
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.107
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.104
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.240
Number of Visits:0.160
Diagnosis:9ccs257:Ot aftercare:0.118
Diagnosis:9ccs74:Ot mentl cnd:0.115
Diagnosis:9ccs125:Bronchitis:0.113
Diagnosis:9ccs92:Otitis media:0.106
Diagnosis:9ccs163:Other GU dx:0.106
Diagnosis:9ccs63:Wht blood dx:0.099
Diagnosis:9ccs59:Anemia:0.096
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.498
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:295669 BILIRUBIN DIRECT - LMC:0.191
Diagnosis:9ccs222:Perint jaund:-0.151
Diagnosis:9ccs151:Oth liver dx:-0.128
Diagnosis:9ccs58:Ot nutrit dx:0.092
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.084
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.084
Diagnosis:9ccs234:Crush injury:-0.080
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.075
Maternal Procedure History:90471-postPregnancy:0.073
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.195
Diagnosis:9ccs143:Abdom hernia:0.131
Diagnosis:9ccs208:Acq foot def:0.129
Diagnosis:9ccs217:Ot cong anom:0.112
Newborn Diagnosis:9ccs200:Oth skin dx:0.108
Maternal Procedure History:90658-postPregnancy:0.102
Maternal Procedure History:87880-postPregnancy:0.101
Maternal Diagnosis:9ccs46:Bnign ut neo:0.100
Diagnosis:9ccs216:Nerv cong an:0.100
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.504
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Lab:294203 BILIRUBIN TOTAL - LMC:0.191
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.112
Maternal Lab History: URINE CULTURE-postPregnancy:0.102
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.097
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.096
Maternal Lab History: URINE CULTURE-otherPregnancy:0.094
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.093
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.088
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.503
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.379
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.341
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340
Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.517
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Diagnosis:9ccs59:Anemia:-0.165
Maternal Lab History: A/G-otherPregnancy:0.156
Maternal Lab History: A/G-postPregnancy:0.141
Maternal Lab History: GLOBULIN-otherPregnancy:-0.138
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.127
Maternal Lab History: GLOBULIN-postPregnancy:-0.121
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.120
Diagnosis:9ccs76:Meningitis:-0.120
Maternal Lab History: URIC ACID-otherPregnancy:-0.118
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206
Maternal Procedure History:99211-otherPregnancy:0.164
Maternal Lab History: 2 HOUR-postPregnancy:0.144
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.127
Maternal Procedure History:97112-postPregnancy:0.126
Maternal Procedure History:97001-postPregnancy:0.096
Maternal Lab History: 3 HOUR-otherPregnancy:0.095
Maternal Lab History: 2 HOUR-otherPregnancy:0.095
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.093
Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.145
Maternal Procedure History:97014-postPregnancy:0.127
Maternal Lab History: AFP-otherPregnancy:0.112
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.103
Maternal Lab History: PT-postPregnancy:-0.093
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.093
Newborn Diagnosis:9ccs0:No DX:-0.088
Maternal Procedure History:97110-postPregnancy:0.087
Maternal Lab History: AMYLASE-postPregnancy:0.086
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.085
Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.126
Diagnosis:9ccs89:Blindness:0.117
Diagnosis:9ccs238:Complic proc:0.112
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.111
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.108
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.106
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.105
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.100
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.099
Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs140:Gastritis:1.000
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.155
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.122
Maternal Lab History: HERPES II IgG-otherPregnancy:0.121
Maternal Lab History: Varicella IgG-postPregnancy:-0.108
Maternal Procedure History:90471-postPregnancy:0.107
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.105
Maternal Diagnosis:9ccs163:Other GU dx:0.104
Diagnosis:9ccs136:Teeth dx:0.096
Diagnosis:9ccs219:Low birth wt:0.095
Vital: HC Percentile-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.169
Lab:323825 STREP SCREEN THROAT - Sunrise:0.122
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.099
Maternal Lab History: GFR in African American-otherPregnancy:0.086
Maternal Lab History: GFR Calculation-otherPregnancy:0.086
Maternal Lab History: HEMATOCRIT-postPregnancy:0.080
Maternal Diagnosis:9ccs60:Acut p-h anm:0.079
Maternal Procedure History:97014-postPregnancy:-0.074
Maternal Lab History: RBC-postPregnancy:0.070
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.069
Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: HERPES II IgG-postPregnancy:0.102
Maternal Lab History: FERRITIN-postPregnancy:0.085
Maternal Lab History: UIBC-postPregnancy:-0.082
Maternal Lab History: POTASSIUM-postPregnancy:0.081
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.077
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.077
Maternal Procedure History:90471-otherPregnancy:0.073
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.072
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Diagnosis:9ccs217:Ot cong anom:0.154
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.143
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.115
Diagnosis:9ccs123:Influenza:0.115
Maternal Lab History: NT MoM-postPregnancy:-0.114
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.108
Maternal Procedure History:87880-postPregnancy:0.107
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.104
Maternal Lab History: TP VOLUME-postPregnancy:-0.100
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: PT-postPregnancy:0.129
Maternal Lab History: AMYLASE-postPregnancy:-0.120
Newborn Diagnosis:9ccs0:No DX:0.119
Newborn Diagnosis:9ccs95:Oth nerv dx:0.116
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.111
Maternal Lab History: INR-postPregnancy:0.104
Diagnosis:9ccs238:Complic proc:0.102
Diagnosis:9ccs216:Nerv cong an:0.092
Diagnosis:9ccs250:Nausea/vomit:0.085
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.080
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.176
Maternal Lab History: FREE T-4-postPregnancy:0.148
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.131
Diagnosis:9ccs95:Oth nerv dx:0.129
Diagnosis:9ccs211:Ot conn tiss:0.127
Maternal Lab History: URIC ACID-postPregnancy:-0.125
Maternal Lab History: GFR Calculation-postPregnancy:-0.119
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.119
Maternal Lab History: GFR in African American-postPregnancy:-0.118
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.143
Maternal Lab History: TP VOLUME-otherPregnancy:0.135
Maternal Lab History: 3 HOUR-postPregnancy:0.132
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.123
Lab:292495 LEAD LEVEL - Sunrise:-0.097
Diagnosis:9ccs127:COPD:0.097
Diagnosis:9ccs92:Otitis media:0.094
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.084
Maternal Lab History: INR-postPregnancy:0.080
Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Diagnosis:9ccs63:Wht blood dx:0.121
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.120
Maternal Procedure History:90746-postPregnancy:0.119
Diagnosis:9ccs208:Acq foot def:0.101
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.101
Diagnosis:9ccs51:Ot endo dsor:0.095
Diagnosis:9ccs212:Ot bone dx:0.095
Maternal Procedure History:86580-postPregnancy:0.090
Maternal Lab History: HCG-otherPregnancy:0.090
Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:1.000
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.192
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.120
Diagnosis:9ccs62:Coag/hemr dx:0.120
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.117
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.109
Maternal Procedure History:36415-postPregnancy:0.100
Diagnosis:9ccs204:Ot joint dx:0.100
Diagnosis:9ccs242:Poisn ot med:0.100
Diagnosis:9ccs175:Ot femal gen:0.100
Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:0.196
Maternal Diagnosis:9ccs49:DiabMel no c:0.121
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.108
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.106
Maternal Lab History: RUBELLA-postPregnancy:-0.103
Diagnosis:9ccs214:GI cong anom:0.093
Diagnosis:9ccs4:Mycoses:0.087
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.082
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.074
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.070
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Diagnosis:9ccs154:Gastroent:0.188
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.161
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155
Maternal Lab History: GFR Calculation-otherPregnancy:-0.139
Maternal Lab History: GFR in African American-otherPregnancy:-0.139
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.134
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.133
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.128
Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs238:Complic proc:-0.304
Maternal Lab History: eGFR-postPregnancy:-0.156
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.151
Diagnosis:9ccs3:Oth bact inf:0.144
Maternal Lab History: MUMPS IGG-postPregnancy:-0.124
Maternal Diagnosis:9ccs49:DiabMel no c:-0.121
Diagnosis:9ccs95:Oth nerv dx:-0.106
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.100
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.100
Diagnosis:9ccs143:Abdom hernia:-0.099
Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs64:Ot hematl dx:1.000
Diagnosis:9ccs61:Sickle cell:0.232
Maternal Lab History: FASTING-postPregnancy:0.227
Maternal Lab History: 1 HOUR-otherPregnancy:0.197
Maternal Lab History: 1/2 HOUR-postPregnancy:0.168
Maternal Lab History: URINE KETONES-otherPregnancy:0.166
Maternal Lab History: FASTING-otherPregnancy:0.165
Diagnosis:9ccs62:Coag/hemr dx:0.155
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.155
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.155
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Diagnosis:9ccs133:Oth low resp:0.166
Number of Visits:0.148
Diagnosis:9ccs122:Pneumonia:0.147
Diagnosis:9ccs240:Burns:0.117
Diagnosis:9ccs125:Bronchitis:0.115
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.115
Maternal Lab History: POLYS-otherPregnancy:-0.111
Diagnosis:9ccs128:Asthma:0.109
Diagnosis:9ccs126:Ot up rsp in:0.108
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.189
Diagnosis:9ccs204:Ot joint dx:0.163
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.142
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.134
Diagnosis:9ccs208:Acq foot def:0.127
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.127
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.119
Maternal Procedure History:87880-postPregnancy:0.116
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.111
Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs8:Oth infectns:1.000
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.114
Maternal Lab History: eGFR-postPregnancy:0.114
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.113
Maternal Lab History: UIBC-postPregnancy:0.105
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.095
Maternal Lab History: HCG-otherPregnancy:0.088
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.087
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.085
Diagnosis:9ccs253:Allergy:0.085
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Maternal Lab History: GFR in African American-postPregnancy:-0.152
Maternal Lab History: GFR Calculation-postPregnancy:-0.152
Diagnosis:9ccs136:Teeth dx:0.143
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.142
Maternal Lab History: MONOCYTE-otherPregnancy:0.120
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.104
Maternal Lab History: MONOCYTE-postPregnancy:0.103
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.097
Diagnosis:9ccs239:Superfic inj:0.096
Diagnosis:9ccs168:PID | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs168:PID:1.000
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.273
Diagnosis:9ccs205:Back problem:0.200
Diagnosis:9ccs163:Other GU dx:0.200
Diagnosis:9ccs224:Ot perint dx:0.178
Maternal Diagnosis:9ccs138:Esophgeal dx:0.155
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.141
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.121
Diagnosis:9ccs63:Wht blood dx:0.121
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs61:Sickle cell:1.000
Diagnosis:9ccs64:Ot hematl dx:0.232
Maternal Diagnosis:9ccs61:Sickle cell:0.218
Maternal Diagnosis:9ccs172:Ovarian cyst:0.146
Maternal Diagnosis:9ccs46:Bnign ut neo:0.113
Diagnosis:9ccs259:Unclassified:0.111
Newborn Diagnosis:9ccs256:Exam/eval:0.082
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs198:Ot infl skin:0.075
Lab:295669 BILIRUBIN DIRECT - LMC:0.070
* Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.121
Maternal Procedure History:J7300-postPregnancy:0.113
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.099
Maternal Procedure History:58300-postPregnancy:0.098
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.093
Maternal Procedure History:81025-otherPregnancy:0.087
Lab:295669 BILIRUBIN DIRECT - LMC:-0.085
Diagnosis:9ccs238:Complic proc:0.084
Maternal Lab History: Varicella IgG-postPregnancy:-0.081
Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.515
Correlated most with:
Diagnosis:10ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.756
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.184
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.141
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.106
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.102
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.102
Maternal Lab History: AFP-otherPregnancy:0.100
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.090
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.089
Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.435
Newborn Diagnosis:9ccs219:Low birth wt:0.413
Newborn Diagnosis:9ccs256:Exam/eval:0.187
Maternal Procedure History:97001-postPregnancy:0.125
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.123
Newborn Diagnosis:9ccs222:Perint jaund:0.119
Diagnosis:9ccs224:Ot perint dx:0.110
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.109
Diagnosis:9ccs140:Gastritis:0.095
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.400
Diagnosis:9ccs159:UTI:0.240
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.172
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.139
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.134
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.133
Diagnosis:9ccs95:Oth nerv dx:0.098
Diagnosis:9ccs74:Ot mentl cnd:0.096
Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.502
Correlated most with:
Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000
Maternal Procedure History:99211-otherPregnancy:0.391
Maternal Lab History: 2 HOUR-postPregnancy:0.343
Maternal Procedure History:90746-postPregnancy:0.259
Maternal Lab History: 3 HOUR-otherPregnancy:0.227
Maternal Lab History: 2 HOUR-otherPregnancy:0.227
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.222
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.212
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.210
Maternal Lab History: 1 HOUR-postPregnancy:0.208
Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs153:GI hemorrhag:0.188
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.164
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.161
Maternal Lab History: A/G-postPregnancy:0.113
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.110
Maternal Lab History: GLOBULIN-postPregnancy:-0.107
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.100
Diagnosis:9ccs155:Other GI dx:0.099
Maternal Diagnosis:9ccs49:DiabMel no c:0.093
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.284
Diagnosis:9ccs217:Ot cong anom:0.259
Diagnosis:9ccs62:Coag/hemr dx:0.150
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.135
Diagnosis:9ccs138:Esophgeal dx:0.117
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.113
Diagnosis:9ccs212:Ot bone dx:0.090
Diagnosis:9ccs205:Back problem:0.090
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.082
Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Lab:292495 LEAD LEVEL - Sunrise:-0.414
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.213
Maternal Lab History: TP PERIOD-postPregnancy:0.213
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.205
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.138
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.138
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.138
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.137
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.125
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:-0.137
Diagnosis:9ccs242:Poisn ot med:-0.137
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.128
Diagnosis:9ccs251:Abdomnl pain:-0.100
Diagnosis:9ccs167:Breast dx:-0.097
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.088
Newborn Diagnosis:9ccs213:Cardiac anom:0.085
Maternal Lab History: eGFR-postPregnancy:-0.081
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.078
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.077
Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs167:Breast dx:1.000
Maternal Lab History: HCG-postPregnancy:0.127
Maternal Lab History: Varicella IgG-postPregnancy:-0.108
Maternal Diagnosis:9ccs163:Other GU dx:0.104
Diagnosis:9ccs48:Thyroid dsor:0.104
Maternal Diagnosis:9ccs5:HIV infectn:0.104
Maternal Lab History: AST-otherPregnancy:0.100
Maternal Lab History: INHMOM-postPregnancy:0.098
Diagnosis:9ccs204:Ot joint dx:0.096
Diagnosis:9ccs242:Poisn ot med:0.096
Vital : 0.958154344804
Number of Visits : 0.0166437327568
MatDeliveryAge : 0.0106258561162
Diagnosis : 0.011031817312
Newborn Diagnosis : 0.00351719247093
Lab : 2.70565397022e-05
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_index_min_5_no_census
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_results_min_5_no_census
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_models_min_5_no_census.pkl
-----------------------------------------------------
girls min_5 no_census gradientboost
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.873, R^2 test: 0.166
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.901, R^2 test: 0.155
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.920, R^2 test: 0.142
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.972, Explained Variance Score Train: 0.797
AUC Validation: 0.709, Explained Variance Score Validation: 0.160
AUC Test: 0.713, Explained Variance Score Test: 0.187
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: 0.127
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.881, R^2 test: 0.132
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.865, R^2 test: 0.136
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.993, Explained Variance Score Train: 0.823
AUC Validation: 0.595, Explained Variance Score Validation: 0.106
AUC Test: 0.692, Explained Variance Score Test: 0.150
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.727, R^2 test: 0.150
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.155
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.874, R^2 test: 0.148
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.970, Explained Variance Score Train: 0.827
AUC Validation: 0.819, Explained Variance Score Validation: 0.366
AUC Test: 0.731, Explained Variance Score Test: 0.202
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.808, R^2 test: 0.183
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.190
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.916, R^2 test: 0.184
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.975, Explained Variance Score Train: 0.865
AUC Validation: 0.856, Explained Variance Score Validation: 0.347
AUC Test: 0.717, Explained Variance Score Test: 0.187
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.711, R^2 test: 0.095
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.777, R^2 test: 0.142
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.119
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.982, Explained Variance Score Train: 0.837
AUC Validation: 0.831, Explained Variance Score Validation: 0.258
AUC Test: 0.695, Explained Variance Score Test: 0.152
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.184
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: 0.184
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.904, R^2 test: 0.193
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.968, Explained Variance Score Train: 0.897
AUC Validation: 0.717, Explained Variance Score Validation: 0.208
AUC Test: 0.684, Explained Variance Score Test: 0.179
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.173
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.913, R^2 test: 0.180
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.964, R^2 test: 0.191
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.995, Explained Variance Score Train: 0.948
AUC Validation: 0.804, Explained Variance Score Validation: 0.275
AUC Test: 0.708, Explained Variance Score Test: 0.184
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.110
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.853, R^2 test: 0.113
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.888, R^2 test: 0.115
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.979, Explained Variance Score Train: 0.896
AUC Validation: 0.799, Explained Variance Score Validation: 0.263
AUC Test: 0.707, Explained Variance Score Test: 0.157
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.789, R^2 test: 0.189
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.868, R^2 test: 0.201
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.207
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.949, Explained Variance Score Train: 0.869
AUC Validation: 0.769, Explained Variance Score Validation: 0.237
AUC Test: 0.746, Explained Variance Score Test: 0.232
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.845, R^2 test: 0.169
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.878, R^2 test: 0.184
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.876, R^2 test: 0.189
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.958, Explained Variance Score Train: 0.883
AUC Validation: 0.789, Explained Variance Score Validation: 0.301
AUC Test: 0.697, Explained Variance Score Test: 0.186
total variables 335 and total subjects: 1698
->AUC validation: 0.769 95% CI: [0.724 , 0.814]
->AUC test: 0.709 95% CI: [0.698 , 0.720]
->Explained Variance (R2) validation: 0.252 95% CI: [0.205 , 0.299]
->Explained Variance (R2) test: 0.182 95% CI: [0.167 , 0.196]
Test set metrics:
@threshold:2.170, sens:0.000, spec:1.000, ppv:0.000, acc:0.841, f1:0.000, total+:0, total-:339
@threshold:1.492, sens:0.019, spec:0.996, ppv:0.500, acc:0.841, f1:0.036, total+:2, total-:337
@threshold:1.214, sens:0.056, spec:0.993, ppv:0.600, acc:0.844, f1:0.102, total+:5, total-:334
@threshold:0.977, sens:0.074, spec:0.982, ppv:0.444, acc:0.838, f1:0.127, total+:9, total-:330
@threshold:0.955, sens:0.074, spec:0.979, ppv:0.400, acc:0.835, f1:0.125, total+:10, total-:329
@threshold:0.898, sens:0.093, spec:0.979, ppv:0.455, acc:0.838, f1:0.154, total+:11, total-:328
@threshold:0.851, sens:0.111, spec:0.975, ppv:0.462, acc:0.838, f1:0.179, total+:13, total-:326
@threshold:0.812, sens:0.130, spec:0.975, ppv:0.500, acc:0.841, f1:0.206, total+:14, total-:325
@threshold:0.793, sens:0.167, spec:0.972, ppv:0.529, acc:0.844, f1:0.254, total+:17, total-:322
@threshold:0.644, sens:0.185, spec:0.954, ppv:0.435, acc:0.832, f1:0.260, total+:23, total-:316
@threshold:0.633, sens:0.185, spec:0.951, ppv:0.417, acc:0.829, f1:0.256, total+:24, total-:315
@threshold:0.594, sens:0.204, spec:0.947, ppv:0.423, acc:0.829, f1:0.275, total+:26, total-:313
@threshold:0.558, sens:0.241, spec:0.944, ppv:0.448, acc:0.832, f1:0.313, total+:29, total-:310
@threshold:0.505, sens:0.259, spec:0.944, ppv:0.467, acc:0.835, f1:0.333, total+:30, total-:309
@threshold:0.499, sens:0.259, spec:0.940, ppv:0.452, acc:0.832, f1:0.329, total+:31, total-:308
@threshold:0.496, sens:0.278, spec:0.940, ppv:0.469, acc:0.835, f1:0.349, total+:32, total-:307
@threshold:0.485, sens:0.296, spec:0.937, ppv:0.471, acc:0.835, f1:0.364, total+:34, total-:305
@threshold:0.482, sens:0.315, spec:0.937, ppv:0.486, acc:0.838, f1:0.382, total+:35, total-:304
@threshold:0.473, sens:0.315, spec:0.933, ppv:0.472, acc:0.835, f1:0.378, total+:36, total-:303
@threshold:0.448, sens:0.333, spec:0.933, ppv:0.486, acc:0.838, f1:0.396, total+:37, total-:302
@threshold:0.446, sens:0.333, spec:0.930, ppv:0.474, acc:0.835, f1:0.391, total+:38, total-:301
@threshold:0.410, sens:0.352, spec:0.905, ppv:0.413, acc:0.817, f1:0.380, total+:46, total-:293
@threshold:0.394, sens:0.352, spec:0.902, ppv:0.404, acc:0.814, f1:0.376, total+:47, total-:292
@threshold:0.381, sens:0.370, spec:0.895, ppv:0.400, acc:0.811, f1:0.385, total+:50, total-:289
@threshold:0.362, sens:0.407, spec:0.891, ppv:0.415, acc:0.814, f1:0.411, total+:53, total-:286
@threshold:0.344, sens:0.426, spec:0.891, ppv:0.426, acc:0.817, f1:0.426, total+:54, total-:285
@threshold:0.338, sens:0.426, spec:0.888, ppv:0.418, acc:0.814, f1:0.422, total+:55, total-:284
@threshold:0.267, sens:0.444, spec:0.846, ppv:0.353, acc:0.782, f1:0.393, total+:68, total-:271
@threshold:0.266, sens:0.444, spec:0.842, ppv:0.348, acc:0.779, f1:0.390, total+:69, total-:270
@threshold:0.201, sens:0.463, spec:0.814, ppv:0.321, acc:0.758, f1:0.379, total+:78, total-:261
@threshold:0.198, sens:0.463, spec:0.811, ppv:0.316, acc:0.755, f1:0.376, total+:79, total-:260
@threshold:0.147, sens:0.481, spec:0.779, ppv:0.292, acc:0.732, f1:0.364, total+:89, total-:250
@threshold:0.141, sens:0.481, spec:0.775, ppv:0.289, acc:0.729, f1:0.361, total+:90, total-:249
@threshold:0.132, sens:0.500, spec:0.761, ppv:0.284, acc:0.720, f1:0.362, total+:95, total-:244
@threshold:0.126, sens:0.500, spec:0.758, ppv:0.281, acc:0.717, f1:0.360, total+:96, total-:243
@threshold:0.080, sens:0.519, spec:0.716, ppv:0.257, acc:0.684, f1:0.344, total+:109, total-:230
@threshold:0.067, sens:0.537, spec:0.712, ppv:0.261, acc:0.684, f1:0.352, total+:111, total-:228
@threshold:0.052, sens:0.556, spec:0.702, ppv:0.261, acc:0.678, f1:0.355, total+:115, total-:224
@threshold:0.051, sens:0.556, spec:0.698, ppv:0.259, acc:0.676, f1:0.353, total+:116, total-:223
@threshold:0.034, sens:0.574, spec:0.684, ppv:0.256, acc:0.667, f1:0.354, total+:121, total-:218
@threshold:0.033, sens:0.574, spec:0.681, ppv:0.254, acc:0.664, f1:0.352, total+:122, total-:217
@threshold:0.026, sens:0.593, spec:0.674, ppv:0.256, acc:0.661, f1:0.358, total+:125, total-:214
@threshold:0.021, sens:0.593, spec:0.670, ppv:0.254, acc:0.658, f1:0.356, total+:126, total-:213
@threshold:-0.027, sens:0.611, spec:0.632, ppv:0.239, acc:0.628, f1:0.344, total+:138, total-:201
@threshold:-0.034, sens:0.630, spec:0.628, ppv:0.243, acc:0.628, f1:0.351, total+:140, total-:199
@threshold:-0.038, sens:0.648, spec:0.625, ppv:0.246, acc:0.628, f1:0.357, total+:142, total-:197
@threshold:-0.043, sens:0.667, spec:0.621, ppv:0.250, acc:0.628, f1:0.364, total+:144, total-:195
@threshold:-0.092, sens:0.685, spec:0.547, ppv:0.223, acc:0.569, f1:0.336, total+:166, total-:173
@threshold:-0.093, sens:0.685, spec:0.544, ppv:0.222, acc:0.566, f1:0.335, total+:167, total-:172
@threshold:-0.121, sens:0.704, spec:0.526, ppv:0.220, acc:0.555, f1:0.335, total+:173, total-:166
@threshold:-0.122, sens:0.704, spec:0.523, ppv:0.218, acc:0.552, f1:0.333, total+:174, total-:165
@threshold:-0.122, sens:0.722, spec:0.523, ppv:0.223, acc:0.555, f1:0.341, total+:175, total-:164
@threshold:-0.123, sens:0.759, spec:0.516, ppv:0.229, acc:0.555, f1:0.352, total+:179, total-:160
@threshold:-0.124, sens:0.759, spec:0.512, ppv:0.228, acc:0.552, f1:0.350, total+:180, total-:159
@threshold:-0.124, sens:0.778, spec:0.509, ppv:0.231, acc:0.552, f1:0.356, total+:182, total-:157
@threshold:-0.124, sens:0.778, spec:0.505, ppv:0.230, acc:0.549, f1:0.354, total+:183, total-:156
@threshold:-0.156, sens:0.796, spec:0.470, ppv:0.222, acc:0.522, f1:0.347, total+:194, total-:145
@threshold:-0.157, sens:0.796, spec:0.467, ppv:0.221, acc:0.519, f1:0.345, total+:195, total-:144
@threshold:-0.184, sens:0.815, spec:0.449, ppv:0.219, acc:0.507, f1:0.345, total+:201, total-:138
@threshold:-0.185, sens:0.815, spec:0.446, ppv:0.218, acc:0.504, f1:0.344, total+:202, total-:137
@threshold:-0.194, sens:0.833, spec:0.442, ppv:0.221, acc:0.504, f1:0.349, total+:204, total-:135
@threshold:-0.206, sens:0.833, spec:0.439, ppv:0.220, acc:0.501, f1:0.347, total+:205, total-:134
@threshold:-0.268, sens:0.852, spec:0.361, ppv:0.202, acc:0.440, f1:0.326, total+:228, total-:111
@threshold:-0.269, sens:0.852, spec:0.358, ppv:0.201, acc:0.437, f1:0.325, total+:229, total-:110
@threshold:-0.298, sens:0.870, spec:0.333, ppv:0.198, acc:0.419, f1:0.323, total+:237, total-:102
@threshold:-0.313, sens:0.889, spec:0.330, ppv:0.201, acc:0.419, f1:0.328, total+:239, total-:100
@threshold:-0.314, sens:0.907, spec:0.330, ppv:0.204, acc:0.422, f1:0.333, total+:240, total-:99
@threshold:-0.321, sens:0.926, spec:0.326, ppv:0.207, acc:0.422, f1:0.338, total+:242, total-:97
@threshold:-0.332, sens:0.944, spec:0.319, ppv:0.208, acc:0.419, f1:0.341, total+:245, total-:94
@threshold:-0.333, sens:0.944, spec:0.316, ppv:0.207, acc:0.416, f1:0.340, total+:246, total-:93
@threshold:-0.439, sens:0.963, spec:0.214, ppv:0.188, acc:0.333, f1:0.315, total+:276, total-:63
@threshold:-0.444, sens:0.963, spec:0.211, ppv:0.188, acc:0.330, f1:0.314, total+:277, total-:62
@threshold:-0.561, sens:0.981, spec:0.116, ppv:0.174, acc:0.254, f1:0.295, total+:305, total-:34
@threshold:-0.572, sens:0.981, spec:0.112, ppv:0.173, acc:0.251, f1:0.294, total+:306, total-:33
@threshold:-1.147, sens:1.000, spec:0.004, ppv:0.160, acc:0.162, f1:0.276, total+:338, total-:1
Vital: Temp-avg16to19 | coef 0.017 95% CI: [0.001 , 0.034] | OR_adj 1.017 [1.001 1.034] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs255:Social admin:-0.143
Diagnosis:9ccs10:Immuniz/scrn:-0.132
Diagnosis:9ccs257:Ot aftercare:-0.106
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.102
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.102
Number of Visits:-0.100
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.097
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.097
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.094
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.094
Vital: Temp-avg3to5 | coef 0.017 95% CI: [0.004 , 0.030] | OR_adj 1.017 [1.004 1.030] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.102
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.086
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.083
Maternal Lab History: Immunoglobulin E-postPregnancy:0.077
Maternal Procedure History:97014-postPregnancy:0.077
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.076
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.075
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.073
Maternal Lab History: AST-otherPregnancy:0.070
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.069
* Vital: BMI-gain16to24 | coef 0.013 95% CI: [0.005 , 0.020] | OR_adj 1.013 [1.005 1.021] | occ: 1447 | OR_unadj: 1.625 [1.206 2.189] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.074
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.071
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.069
Maternal Lab History: hCG MoM-postPregnancy:-0.069
Maternal Lab History: HERPES II IgG-postPregnancy:-0.069
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.062
Maternal Lab History: MUMPS IGG-postPregnancy:0.059
Diagnosis:9ccs4:Mycoses:-0.059
Maternal Lab History: HERPES I IgG-postPregnancy:-0.058
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.058
Vital: Wt for Length ZScore-gain3to7 | coef 0.011 95% CI: [0.004 , 0.018] | OR_adj 1.011 [1.004 1.018] | occ: 1431 | OR_unadj: 0.985 [0.752 1.290] | indivs AUC:0.481
Correlated most with:
Maternal Diagnosis:9ccs60:Acut p-h anm:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.182
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.158
Maternal Procedure History:97112-postPregnancy:0.096
Maternal Procedure History:97001-postPregnancy:0.096
Maternal Lab History: FREE T-4-postPregnancy:0.087
Maternal Diagnosis:9ccs138:Esophgeal dx:0.084
Maternal Lab History: URIC ACID-postPregnancy:-0.084
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.080
Maternal Lab History: GFR Calculation-postPregnancy:-0.079
* Vital: BMI-avg1to3 | coef 0.010 95% CI: [0.004 , 0.017] | OR_adj 1.010 [1.004 1.017] | occ: 1340 | OR_unadj: 1.980 [1.513 2.590] | indivs AUC:0.584
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.141
Newborn Diagnosis:9ccs219:Low birth wt:-0.109
Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.071
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.070
Diagnosis:9ccs147:Anal/rectal:0.070
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.069
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.069
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.068
Vital: HR-latest | coef 0.010 95% CI: [0.005 , 0.016] | OR_adj 1.010 [1.005 1.016] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.112
Diagnosis:9ccs217:Ot cong anom:0.083
Maternal Lab History: BUN-postPregnancy:-0.081
Maternal Lab History: PLATELET COUNT-postPregnancy:0.071
Newborn Diagnosis:9ccs256:Exam/eval:0.069
Number of Visits:-0.068
Diagnosis:9ccs47:Ot bnign neo:0.063
Diagnosis:9ccs122:Pneumonia:-0.063
Maternal Diagnosis:9ccs98:HTN:0.063
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.061
Vital: Wt-gain13to19 | coef 0.009 95% CI: [0.004 , 0.015] | OR_adj 1.009 [1.004 1.015] | occ: 1408 | OR_unadj: 1.117 [0.855 1.458] | indivs AUC:0.480
Correlated most with:
Number of Visits:0.085
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.071
Maternal Procedure History:86703-postPregnancy:-0.066
Maternal Diagnosis:9ccs46:Bnign ut neo:0.063
Maternal Lab History: AMYLASE-postPregnancy:-0.062
Diagnosis:9ccs7:Viral infect:0.062
Maternal Lab History: BILE ACIDS-otherPregnancy:0.061
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.060
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.060
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.060
* Vital: BMI-latest | coef 0.009 95% CI: [0.007 , 0.011] | OR_adj 1.009 [1.007 1.012] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.691
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.107
Maternal Lab History: 2 HOUR-postPregnancy:0.100
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.093
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.086
Maternal Procedure History:99211-otherPregnancy:0.080
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.078
Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Lab History: 3 HOUR-otherPregnancy:0.075
Maternal Lab History: CHLORIDE-otherPregnancy:0.073
* Vital: Wt-gain0to3 | coef 0.009 95% CI: [0.006 , 0.012] | OR_adj 1.009 [1.006 1.012] | occ: 1401 | OR_unadj: 1.349 [1.031 1.765] | indivs AUC:0.585
Correlated most with:
Number of Visits:0.145
Diagnosis:9ccs126:Ot up rsp in:0.121
Diagnosis:9ccs92:Otitis media:0.100
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.096
Diagnosis:9ccs10:Immuniz/scrn:0.083
Diagnosis:9ccs137:Mouth dx:0.071
Maternal Lab History: URINE SUGAR-postPregnancy:0.068
Maternal Lab History: HERPES II IgG-otherPregnancy:0.066
Diagnosis:9ccs128:Asthma:0.066
Diagnosis:9ccs122:Pneumonia:0.064
Vital: Wt for Length ZScore-gain5to10 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.575
Correlated most with:
Maternal Diagnosis:9ccs61:Sickle cell:1.000
Diagnosis:9ccs61:Sickle cell:0.218
Maternal Procedure History:90746-postPregnancy:0.217
Maternal Procedure History:86580-postPregnancy:0.177
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.120
Maternal Diagnosis:9ccs181:Ot preg comp:0.115
Maternal Lab History: FREE T-4-postPregnancy:-0.089
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:0.087
Diagnosis:9ccs259:Unclassified:0.078
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.074
Vital: Temp-avg19to24 | coef 0.009 95% CI: [0.006 , 0.011] | OR_adj 1.009 [1.006 1.011] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs133:Oth low resp:-0.092
Maternal Lab History: INHMOM-postPregnancy:0.085
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.074
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.071
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.069
Diagnosis:9ccs154:Gastroent:-0.068
Diagnosis:9ccs92:Otitis media:0.066
Diagnosis:9ccs10:Immuniz/scrn:-0.065
Diagnosis:9ccs238:Complic proc:0.065
Maternal Lab History: ESTRIOL-postPregnancy:0.063
* Vital: BMI-avg16to19 | coef 0.009 95% CI: [0.006 , 0.011] | OR_adj 1.009 [1.006 1.011] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.693
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Procedure History:J1055-postPregnancy:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.080
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.073
Maternal Lab History: 2 HOUR-postPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs133:Oth low resp:-0.070
Diagnosis:9ccs48:Thyroid dsor:-0.069
Maternal Diagnosis:9ccs106:Dysrhythmia:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
Vital: Wt for Length ZScore-gain16to24 | coef 0.008 95% CI: [0.003 , 0.014] | OR_adj 1.009 [1.003 1.015] | occ: 1432 | OR_unadj: 1.066 [0.815 1.393] | indivs AUC:0.462
Correlated most with:
Maternal Diagnosis:9ccs84:Headache/mig:1.000
Maternal Diagnosis:9ccs238:Complic proc:0.132
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.122
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.100
Maternal Diagnosis:9ccs196:Nml preg/del:-0.087
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:0.083
Diagnosis:9ccs215:gu cong anom:0.077
Maternal Procedure History:90471-otherPregnancy:0.073
Maternal Diagnosis:9ccs168:PID:0.062
Maternal Diagnosis:9ccs183:HTN in preg:0.061
* Vital: BMI-avg0to1 | coef 0.008 95% CI: [0.006 , 0.011] | OR_adj 1.008 [1.006 1.011] | occ: 1326 | OR_unadj: 1.323 [1.012 1.730] | indivs AUC:0.516
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.237
Maternal Diagnosis:9ccs184:Early labor:-0.227
Diagnosis:9ccs219:Low birth wt:-0.162
Maternal Diagnosis:9ccs185:Long pregncy:0.156
Newborn Diagnosis:9ccs224:Ot perint dx:0.093
Maternal Lab History: PTT-otherPregnancy:-0.093
Newborn Diagnosis:9ccs221:Resp distres:-0.090
Newborn Diagnosis:9ccs253:Allergy:-0.090
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.087
Maternal Diagnosis:9ccs183:HTN in preg:-0.085
Number of Visits | coef 0.008 95% CI: [0.007 , 0.010] | OR_adj 1.008 [1.007 1.010] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.430
Correlated most with:
Number of Visits:1.000
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.306
Diagnosis:9ccs92:Otitis media:0.296
Diagnosis:9ccs155:Other GI dx:0.246
Diagnosis:9ccs255:Social admin:0.240
Diagnosis:9ccs257:Ot aftercare:0.231
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs135:Intest infct:0.206
Diagnosis:9ccs128:Asthma:0.184
* Vital: Wt-avg1to3 | coef 0.008 95% CI: [0.001 , 0.015] | OR_adj 1.008 [1.001 1.015] | occ: 1353 | OR_unadj: 1.405 [1.071 1.842] | indivs AUC:0.565
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.278
Maternal Diagnosis:9ccs184:Early labor:-0.237
Diagnosis:9ccs219:Low birth wt:-0.169
Maternal Diagnosis:9ccs185:Long pregncy:0.151
Newborn Diagnosis:9ccs256:Exam/eval:-0.136
Newborn Diagnosis:9ccs221:Resp distres:-0.113
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.099
Maternal Procedure History:86580-postPregnancy:-0.098
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.095
Diagnosis:9ccs143:Abdom hernia:-0.090
* Vital: Wt Percentile-latest | coef 0.008 95% CI: [0.003 , 0.012] | OR_adj 1.008 [1.003 1.012] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.625
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Diagnosis:9ccs48:Thyroid dsor:-0.087
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.082
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.080
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.070
Diagnosis:9ccs89:Blindness:0.066
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.066
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.066
* Vital: BMI-avg13to16 | coef 0.008 95% CI: [0.004 , 0.012] | OR_adj 1.008 [1.004 1.012] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.713
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086
Diagnosis:9ccs125:Bronchitis:0.085
Maternal Lab History: 3 HOUR-otherPregnancy:0.070
Maternal Lab History: MCH-otherPregnancy:-0.069
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.068
Diagnosis:9ccs153:GI hemorrhag:-0.068
Diagnosis:9ccs242:Poisn ot med:0.067
Maternal Lab History: 2 HOUR-otherPregnancy:0.065
* Vital: Wt for Length ZScore-avg1to3 | coef 0.008 95% CI: [0.002 , 0.013] | OR_adj 1.008 [1.002 1.014] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.594
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.278
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.187
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.163
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.162
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.151
Vital: Temp-avg1to3 | coef 0.007 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.553
Correlated most with:
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.105
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.101
Maternal Lab History: URIC ACID-otherPregnancy:0.083
Maternal Procedure History:36415-otherPregnancy:-0.077
Diagnosis:9ccs90:Eye infectn:-0.077
Diagnosis:9ccs7:Viral infect:-0.077
Maternal Lab History: MONOS-postPregnancy:0.072
Maternal Procedure History:99401-otherPregnancy:0.071
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.068
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068
* Vital: BMI-avg3to5 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1296 | OR_unadj: 1.871 [1.431 2.447] | indivs AUC:0.618
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.104
Maternal Lab History: INHMOM-postPregnancy:0.101
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.093
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.085
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.084
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.080
Maternal Lab History: INHMOM-otherPregnancy:-0.079
Maternal Lab History: VLDL-postPregnancy:0.079
Maternal Lab History: AST (SGOT)-postPregnancy:0.078
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.076
Vital: BMI-gain1to5 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.010] | occ: 1421 | OR_unadj: 1.007 [0.771 1.314] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.101
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.100
Number of Visits:0.090
Maternal Procedure History:90472-postPregnancy:0.078
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.072
Diagnosis:9ccs239:Superfic inj:0.070
Diagnosis:9ccs135:Intest infct:0.068
Diagnosis:9ccs154:Gastroent:-0.068
Diagnosis:9ccs217:Ot cong anom:0.065
Diagnosis:9ccs159:UTI:0.065
* Vital: Wt-gain3to7 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1439 | OR_unadj: 1.333 [1.022 1.740] | indivs AUC:0.586
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.091
Maternal Lab History: FIBRINOGEN-postPregnancy:0.084
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.083
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.082
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.077
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.077
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.076
Diagnosis:9ccs92:Otitis media:0.074
Vital: Temp-avg7to10 | coef 0.007 95% CI: [0.005 , 0.010] | OR_adj 1.007 [1.005 1.010] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.458
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.195
Diagnosis:9ccs255:Social admin:-0.173
Diagnosis:9ccs7:Viral infect:-0.111
Diagnosis:9ccs126:Ot up rsp in:-0.105
Diagnosis:9ccs74:Ot mentl cnd:-0.095
Diagnosis:9ccs217:Ot cong anom:-0.094
Diagnosis:9ccs257:Ot aftercare:-0.090
Number of Visits:-0.085
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.079
Diagnosis:9ccs197:Skin infectn:-0.074
Vital: Wt-gain1to5 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1425 | OR_unadj: 1.212 [0.922 1.593] | indivs AUC:0.516
Correlated most with:
Number of Visits:0.126
Diagnosis:9ccs126:Ot up rsp in:0.121
Diagnosis:9ccs7:Viral infect:0.096
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.086
Diagnosis:9ccs239:Superfic inj:0.084
Maternal Procedure History:90472-postPregnancy:0.080
Diagnosis:9ccs154:Gastroent:-0.075
Diagnosis:9ccs135:Intest infct:0.074
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.069
Diagnosis:9ccs159:UTI:0.068
Vital: Wt-avg0to1 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1336 | OR_unadj: 1.096 [0.838 1.434] | indivs AUC:0.506
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.362
Maternal Diagnosis:9ccs184:Early labor:-0.355
Diagnosis:9ccs219:Low birth wt:-0.222
Maternal Diagnosis:9ccs185:Long pregncy:0.217
Newborn Diagnosis:9ccs221:Resp distres:-0.150
Newborn Diagnosis:9ccs256:Exam/eval:-0.139
Newborn Diagnosis:9ccs224:Ot perint dx:0.130
Maternal Diagnosis:9ccs183:HTN in preg:-0.125
Newborn Diagnosis:9ccs253:Allergy:-0.111
Newborn Diagnosis:9ccs222:Perint jaund:-0.107
* Vital: Wt for Length ZScore-gain13to19 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1451 | OR_unadj: 1.313 [1.006 1.713] | indivs AUC:0.581
Correlated most with:
Maternal Diagnosis:9ccs83:Epilepsy/cnv:1.000
Maternal Lab History: PO2-postPregnancy:0.408
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.268
Maternal Lab History: O2 SATURATION-postPregnancy:0.262
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.252
Maternal Lab History: BICARBONATE-postPregnancy:-0.235
Maternal Lab History: FIBRINOGEN-postPregnancy:-0.192
Maternal Lab History: INR-postPregnancy:-0.173
Maternal Procedure History:96372-postPregnancy:0.167
Diagnosis:9ccs175:Ot femal gen:0.166
Vital: Temp-avg5to7 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs94:Other ear dx:0.078
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.073
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.067
Maternal Diagnosis:9ccs61:Sickle cell:0.067
Diagnosis:9ccs123:Influenza:0.061
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.060
Diagnosis:9ccs234:Crush injury:0.060
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.059
Maternal Diagnosis:9ccs238:Complic proc:0.058
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.057
* Vital: Wt-postPregnancy | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.625
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.997
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.915
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.719
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.714
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.711
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.710
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.708
Vital: Ht Percentile-gain16to24 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.486
Correlated most with:
Diagnosis:9ccs0:No DX:0.102
Diagnosis:9ccs258:Other screen:-0.095
Maternal Procedure History:90772-postPregnancy:-0.087
Maternal Procedure History:90663-postPregnancy:0.083
Maternal Procedure History:90470-postPregnancy:0.083
Maternal Procedure History:J1055-postPregnancy:-0.082
Diagnosis:9ccs51:Ot endo dsor:-0.076
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.073
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.072
Diagnosis:9ccs259:Unclassified:0.067
* Vital: Ht-gain7to13 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.474
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:-0.090
Maternal Procedure History:86580-postPregnancy:-0.077
Maternal Procedure History:36416-postPregnancy:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.061
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.061
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.061
Diagnosis:9ccs10:Immuniz/scrn:-0.060
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.058
Maternal Lab History: LDL-otherPregnancy:0.058
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.057
Vital: Temp-latest | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs154:Gastroent:-0.089
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.079
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.079
Maternal Lab History: INHMOM-postPregnancy:0.078
Maternal Lab History: AST-otherPregnancy:0.075
Maternal Diagnosis:9ccs181:Ot preg comp:0.070
Maternal Diagnosis:9ccs91:Other eye dx:0.069
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.069
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.069
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.066
Vital: Temp-avg0to1 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.092
Maternal Procedure History:81025-postPregnancy:-0.065
Maternal Procedure History:J1055-postPregnancy:-0.065
Diagnosis:9ccs76:Meningitis:0.063
Diagnosis:9ccs216:Nerv cong an:0.063
Diagnosis:9ccs58:Ot nutrit dx:-0.063
Maternal Lab History: POLYS-postPregnancy:-0.061
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.061
Diagnosis:9ccs7:Viral infect:-0.061
Maternal Lab History: MCV-otherPregnancy:-0.060
Vital: Ht-gain10to16 | coef 0.007 95% CI: [0.003 , 0.011] | OR_adj 1.007 [1.003 1.011] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.548
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.090
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.078
Maternal Lab History: WEIGHT-otherPregnancy:0.076
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.075
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.071
Maternal Lab History: FREE T-4-otherPregnancy:-0.068
Diagnosis:9ccs92:Otitis media:0.067
Maternal Procedure History:86580-postPregnancy:0.062
Maternal Diagnosis:9ccs69:Affective dx:0.061
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.061
Vital: Wt for Length ZScore-gain1to5 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1394 | OR_unadj: 1.181 [0.903 1.546] | indivs AUC:0.592
Correlated most with:
Maternal Diagnosis:9ccs59:Anemia:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.379
Maternal Diagnosis:9ccs5:HIV infectn:0.113
Maternal Lab History: MCH-postPregnancy:-0.095
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.088
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.081
Maternal Diagnosis:9ccs168:PID:0.080
Maternal Diagnosis:9ccs106:Dysrhythmia:0.080
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.080
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.080
Vital: Temp-avg13to16 | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.577
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.145
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Diagnosis:9ccs149:Biliary dx:0.085
Maternal Lab History: TP VOLUME-otherPregnancy:0.082
Maternal Diagnosis:9ccs183:HTN in preg:0.081
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Lab History: GFR in African American-postPregnancy:-0.078
Maternal Lab History: GFR Calculation-postPregnancy:-0.078
Maternal Lab History: FERRITIN-postPregnancy:-0.078
Maternal Diagnosis:9ccs238:Complic proc:0.076
Vital: Ht Percentile-avg13to16 | coef 0.007 95% CI: [0.002 , 0.012] | OR_adj 1.007 [1.002 1.012] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.496
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.099
Diagnosis:10ccs58:Ot nutrit dx:0.089
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.087
Lab:323825 STREP SCREEN THROAT - Sunrise:0.084
Newborn Diagnosis:9ccs219:Low birth wt:-0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.081
Maternal Lab History: 1/2 HOUR-postPregnancy:0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.072
Newborn Diagnosis:9ccs221:Resp distres:-0.071
Maternal Diagnosis:9ccs184:Early labor:-0.067
* Vital: Wt-latest | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.654
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.281
Diagnosis:9ccs10:Immuniz/scrn:0.260
Number of Visits:0.240
Diagnosis:9ccs92:Otitis media:0.212
Diagnosis:9ccs7:Viral infect:0.178
Diagnosis:9ccs257:Ot aftercare:0.155
Diagnosis:9ccs135:Intest infct:0.138
Diagnosis:9ccs90:Eye infectn:0.129
Maternal Procedure History:36415-otherPregnancy:-0.110
Diagnosis:9ccs125:Bronchitis:0.109
* Vital: BMI-avg19to24 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.675
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.083
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.077
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.077
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.077
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.074
* Vital: Wt Change-latest | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.580
Correlated most with:
Number of Visits:-0.166
Diagnosis:9ccs126:Ot up rsp in:-0.138
Diagnosis:9ccs92:Otitis media:-0.120
Diagnosis:9ccs125:Bronchitis:-0.110
Maternal Procedure History:90746-postPregnancy:-0.099
Diagnosis:9ccs133:Oth low resp:-0.082
Newborn Diagnosis:9ccs0:No DX:0.081
Diagnosis:9ccs135:Intest infct:-0.079
Diagnosis:9ccs257:Ot aftercare:-0.078
Maternal Procedure History:96372-otherPregnancy:0.073
Vital: Ht Percentile-gain5to10 | coef 0.007 95% CI: [0.003 , 0.010] | OR_adj 1.007 [1.003 1.010] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.476
Correlated most with:
Maternal Lab History: PAPP-A-postPregnancy:-0.103
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.086
Maternal Lab History: ALBUMIN-otherPregnancy:-0.077
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:-0.068
Maternal Lab History: ANION GAP-otherPregnancy:-0.067
Maternal Diagnosis:9ccs159:UTI-otherPregnancy:0.067
Diagnosis:9ccs89:Blindness:0.063
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.063
Maternal Lab History: INHMOM-otherPregnancy:-0.062
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:0.060
* Vital: Wt for Length ZScore-avg13to16 | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.007 [1.003 1.010] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.705
Correlated most with:
Maternal Diagnosis:9ccs10:Immuniz/scrn:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.467
Maternal Diagnosis:9ccs259:Unclassified:0.100
Maternal Procedure History:90470-postPregnancy:0.076
Maternal Procedure History:90663-postPregnancy:0.076
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.073
Maternal Lab History: HERPES II IgG-postPregnancy:0.072
Maternal Lab History: IRON-postPregnancy:0.070
Diagnosis:9ccs204:Ot joint dx:0.068
MatDeliveryAge | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.540
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.466
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.252
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239
Vital: Temp-avg10to13 | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.542
Correlated most with:
Diagnosis:9ccs175:Ot femal gen:-0.199
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.199
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.146
Diagnosis:9ccs223:Birth trauma:-0.120
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.105
Diagnosis:9ccs247:Lymph enlarg:-0.090
Newborn Diagnosis:9ccs259:Unclassified:-0.079
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.079
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.079
Maternal Diagnosis:9ccs238:Complic proc:0.075
* Vital: Wt for Length ZScore-avg19to24 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1347 | OR_unadj: 3.737 [2.826 4.943] | indivs AUC:0.665
Correlated most with:
Maternal Diagnosis:9ccs48:Thyroid dsor:1.000
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.245
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.244
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.224
Maternal Lab History: FREE T3-postPregnancy:-0.217
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.201
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.197
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.191
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.188
Maternal Procedure History:96372-otherPregnancy:0.187
Vital: HC-gain1to5 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccs125:Bronchitis:0.091
Diagnosis:9ccs154:Gastroent:-0.089
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.082
Newborn Diagnosis:9ccs222:Perint jaund:0.077
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.076
Diagnosis:9ccs163:Other GU dx:0.076
Diagnosis:9ccs126:Ot up rsp in:0.075
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Lab History: APF MoM-otherPregnancy:-0.071
Number of Visits:0.071
* Vital: Wt for Length ZScore-avg3to5 | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.006 [1.003 1.010] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.605
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-latest:1.000
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.915
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.779
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.776
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.760
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.757
Vital: Ht-gain0to3 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.495
Correlated most with:
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.108
Maternal Lab History: INR-otherPregnancy:-0.086
Diagnosis:9ccs10:Immuniz/scrn:0.076
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.074
Diagnosis:9ccs92:Otitis media:0.074
Maternal Diagnosis:9ccs7:Viral infect:-0.071
Maternal Lab History: WBC-postPregnancy:0.069
Maternal Lab History: 3 HOUR-postPregnancy:-0.068
Maternal Lab History: URINE SUGAR-postPregnancy:0.068
Vital: Ht-gain16to24 | coef 0.006 95% CI: [0.004 , 0.009] | OR_adj 1.006 [1.004 1.009] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.076
Maternal Lab History: HERPES II IgG-postPregnancy:-0.074
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.074
Maternal Lab History: ABS NEUTROPHILS-otherPregnancy:0.072
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:-0.068
Diagnosis:9ccs4:Mycoses:-0.065
Maternal Lab History: hCG MoM-postPregnancy:-0.062
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.060
Maternal Procedure History:J1055-postPregnancy:-0.059
Maternal Procedure History:90772-postPregnancy:-0.059
Vital: HC-gain10to16 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:0.090
Diagnosis:9ccs256:Exam/eval:-0.077
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.076
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.075
Diagnosis:9ccs154:Gastroent:-0.070
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.068
Maternal Lab History: POLYS-otherPregnancy:-0.065
Maternal Diagnosis:9ccs159:UTI:0.065
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.065
* Vital: Wt-gain16to24 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1425 | OR_unadj: 2.121 [1.581 2.845] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs189:Prev c-sectn:0.082
Maternal Lab History: hCG MoM-postPregnancy:-0.081
Maternal Lab History: HERPES II IgG-postPregnancy:-0.077
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.070
Maternal Procedure History:86703-postPregnancy:0.070
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.066
Maternal Lab History: 3 HOUR-postPregnancy:0.065
Maternal Lab History: HERPES I IgG-postPregnancy:-0.064
Maternal Lab History: INHIBIN A MOM-postPregnancy:-0.063
* Vital: Wt for Length ZScore-gain0to24 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.690
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx:1.000
Maternal Diagnosis:9ccs196:Nml preg/del:-0.494
Maternal Diagnosis:9ccs49:DiabMel no c-otherPregnancy:0.146
Diagnosis:9ccs83:Epilepsy/cnv:0.104
Maternal Lab History: BUN-postPregnancy:-0.102
Maternal Procedure History:90471-otherPregnancy:0.098
Maternal Lab History: ABS LYMPH-postPregnancy:-0.097
Maternal Lab History: 3 HOUR-otherPregnancy:0.089
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.084
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.084
* Vital: BMI-gain7to13 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.538
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:-0.083
Maternal Procedure History:86580-postPregnancy:-0.079
Diagnosis:9ccs10:Immuniz/scrn:-0.068
Maternal Procedure History:36416-postPregnancy:-0.066
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.064
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.064
Lab:292495 LEAD LEVEL - Sunrise:-0.059
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.058
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.057
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.056
* Vital: BMI-avg5to7 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1293 | OR_unadj: 2.167 [1.657 2.835] | indivs AUC:0.653
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.099
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.090
Diagnosis:9ccs238:Complic proc:-0.089
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.081
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.074
Maternal Lab History: TP PERIOD-postPregnancy:0.073
Maternal Lab History: RDW-otherPregnancy:0.070
Newborn Diagnosis:9ccs219:Low birth wt:-0.067
Maternal Lab History: FIBRINOGEN-postPregnancy:0.065
* Vital: Ht Percentile-latest | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.546
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.098
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Diagnosis:9ccs89:Blindness:0.081
Maternal Procedure History:96372-otherPregnancy:-0.074
Maternal Lab History: RBC-otherPregnancy:0.072
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.071
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.070
Maternal Lab History: PH-postPregnancy:-0.067
Maternal Procedure History:90656-otherPregnancy:0.067
Maternal Diagnosis:9ccs184:Early labor:-0.066
Vital: Wt Change-avg13to16 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 654 | OR_unadj: 1.355 [0.943 1.946] | indivs AUC:0.558
Correlated most with:
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.115
Maternal Procedure History:87880-postPregnancy:0.102
Maternal Lab History: POLYS-postPregnancy:0.093
Maternal Diagnosis:9ccs10:Immuniz/scrn:-0.093
Diagnosis:9ccs126:Ot up rsp in:-0.089
Number of Visits:-0.089
Diagnosis:9ccs63:Wht blood dx:0.082
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.082
Diagnosis:9ccs155:Other GI dx:-0.082
Diagnosis:9ccs133:Oth low resp:-0.079
Vital: BMI-gain13to19 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1431 | OR_unadj: 0.840 [0.643 1.097] | indivs AUC:0.405
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.075
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.066
Diagnosis:9ccs163:Other GU dx:0.065
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.065
Maternal Procedure History:86703-postPregnancy:-0.065
Maternal Lab History: BILE ACIDS-otherPregnancy:0.064
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.062
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.061
Maternal Lab History: GAMMA GT-otherPregnancy:0.058
Maternal Lab History: AST-postPregnancy:0.058
* Vital: Wt-gain5to10 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1444 | OR_unadj: 1.450 [1.102 1.909] | indivs AUC:0.588
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:0.096
Maternal Diagnosis:9ccs149:Biliary dx:0.074
Maternal Lab History: MCV-otherPregnancy:-0.074
Number of Visits:0.069
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.067
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.066
Diagnosis:9ccs200:Oth skin dx:-0.066
Maternal Diagnosis:9ccs155:Other GI dx:-0.065
Newborn Diagnosis:9ccs94:Other ear dx:-0.065
Maternal Procedure History:81000-postPregnancy:0.064
* Vital: Wt Change-avg19to24 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.538
Correlated most with:
Number of Visits:-0.161
Diagnosis:9ccs92:Otitis media:-0.142
Diagnosis:9ccs126:Ot up rsp in:-0.126
Maternal Procedure History:97014-postPregnancy:-0.105
Diagnosis:9ccs133:Oth low resp:-0.099
Maternal Lab History: PH-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:-0.085
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.084
Maternal Procedure History:96372-otherPregnancy:0.081
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.081
Vital: BMI-gain3to7 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1430 | OR_unadj: 1.091 [0.835 1.425] | indivs AUC:0.581
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.095
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.086
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.084
Maternal Lab History: FIBRINOGEN-postPregnancy:0.081
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.076
Maternal Procedure History:86580-postPregnancy:-0.072
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.071
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.071
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.071
Maternal Diagnosis:9ccs98:HTN:-0.069
Vital: Ht-latest | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.345
Diagnosis:9ccs126:Ot up rsp in:0.315
Number of Visits:0.273
Diagnosis:9ccs92:Otitis media:0.265
Diagnosis:9ccs7:Viral infect:0.206
Diagnosis:9ccs257:Ot aftercare:0.188
Diagnosis:9ccs135:Intest infct:0.156
Diagnosis:9ccs90:Eye infectn:0.148
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137
* Vital: Wt-gain7to13 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.493
Correlated most with:
Maternal Procedure History:86580-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.070
Maternal Lab History: WBC-postPregnancy:-0.070
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.067
Diagnosis:9ccs10:Immuniz/scrn:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.062
Lab:292495 LEAD LEVEL - Sunrise:-0.061
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.060
Maternal Lab History: LDL-otherPregnancy:0.059
Maternal Diagnosis:9ccs155:Other GI dx:0.058
Vital: Ht-avg7to10 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.497
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.129
Maternal Diagnosis:9ccs5:HIV infectn:-0.099
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.094
Diagnosis:9ccs219:Low birth wt:-0.079
Diagnosis:9ccs238:Complic proc:-0.075
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.074
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.074
Newborn Diagnosis:9ccs224:Ot perint dx:0.069
Vital: HC-gain7to13 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.069
Maternal Diagnosis:9ccs238:Complic proc:-0.067
Diagnosis:9ccs251:Abdomnl pain:0.066
Maternal Procedure History:97140-postPregnancy:-0.065
Maternal Lab History: URINE CULTURE-postPregnancy:-0.065
Maternal Procedure History:36416-postPregnancy:-0.062
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.059
Maternal Procedure History:87880-postPregnancy:0.058
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.057
Maternal Procedure History:86580-postPregnancy:-0.055
Vital: BMI-gain5to10 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1455 | OR_unadj: 1.104 [0.834 1.462] | indivs AUC:0.530
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:0.095
Number of Visits:0.086
Maternal Diagnosis:9ccs149:Biliary dx:0.073
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.068
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.067
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.066
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.065
Maternal Lab History: MCV-otherPregnancy:-0.064
Maternal Procedure History:81000-postPregnancy:0.063
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.062
* Vital: BMI-gain0to3 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1391 | OR_unadj: 1.452 [1.110 1.899] | indivs AUC:0.579
Correlated most with:
Number of Visits:0.125
Diagnosis:9ccs126:Ot up rsp in:0.116
Maternal Diagnosis:9ccs184:Early labor:0.084
Diagnosis:9ccs92:Otitis media:0.082
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.076
Maternal Lab History: HERPES II IgG-otherPregnancy:0.070
Diagnosis:9ccs128:Asthma:0.069
Newborn Diagnosis:9ccs256:Exam/eval:0.068
Diagnosis:9ccs122:Pneumonia:0.068
Maternal Lab History: INR-otherPregnancy:-0.067
Vital: Ht-avg10to13 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.523
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.118
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.092
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.091
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.081
Maternal Diagnosis:9ccs184:Early labor:-0.079
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.074
Diagnosis:9ccs238:Complic proc:-0.074
Diagnosis:9ccs64:Ot hematl dx:0.073
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.073
Vital: Ht-avg0to1 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.533
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.348
Maternal Diagnosis:9ccs184:Early labor:-0.342
Diagnosis:9ccs219:Low birth wt:-0.204
Newborn Diagnosis:9ccs221:Resp distres:-0.162
Maternal Diagnosis:9ccs185:Long pregncy:0.159
Newborn Diagnosis:9ccs222:Perint jaund:-0.135
Maternal Diagnosis:9ccs183:HTN in preg:-0.127
Newborn Diagnosis:9ccs256:Exam/eval:-0.126
Diagnosis:9ccs143:Abdom hernia:-0.112
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103
Vital: Wt for Length ZScore-gain10to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 1476 | OR_unadj: 1.137 [0.870 1.485] | indivs AUC:0.494
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:1.000
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.198
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.138
Newborn Diagnosis:9ccs253:Allergy:0.138
Diagnosis:9ccs205:Back problem:0.125
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.111
Diagnosis:9ccs224:Ot perint dx:0.111
Diagnosis:9ccs83:Epilepsy/cnv:0.104
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.104
Maternal Lab History: GFR in African American-postPregnancy:-0.101
Vital: Ht-gain1to5 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.484
Correlated most with:
Number of Visits:0.115
Diagnosis:9ccs126:Ot up rsp in:0.103
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.095
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.085
Diagnosis:9ccs135:Intest infct:0.079
Diagnosis:9ccs154:Gastroent:-0.070
Maternal Procedure History:90472-postPregnancy:0.069
Diagnosis:9ccs239:Superfic inj:0.068
Diagnosis:9ccs257:Ot aftercare:0.067
Diagnosis:9ccs159:UTI:0.067
Vital: Ht Percentile-gain13to19 | coef 0.006 95% CI: [0.002 , 0.009] | OR_adj 1.006 [1.002 1.009] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.492
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.070
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.070
Maternal Lab History: URINE CULTURE-postPregnancy:-0.068
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.067
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.064
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.064
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.064
Diagnosis:9ccs136:Teeth dx:-0.064
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:-0.061
Number of Visits:0.061
Vital: HC-gain0to3 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.522
Correlated most with:
Number of Visits:0.110
Maternal Lab History: INR-otherPregnancy:-0.090
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.074
Diagnosis:9ccs126:Ot up rsp in:0.073
Maternal Diagnosis:9ccs7:Viral infect:-0.072
Diagnosis:9ccs137:Mouth dx:0.072
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.069
Maternal Lab History: GLUCOSE-otherPregnancy:0.068
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.065
Maternal Lab History: HERPES II IgG-otherPregnancy:0.064
* Vital: Wt for Length ZScore-avg5to7 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1297 | OR_unadj: 2.431 [1.856 3.184] | indivs AUC:0.660
Correlated most with:
Maternal Diagnosis:9ccs5:HIV infectn:1.000
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.287
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.194
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.156
Maternal Lab History: IRON-postPregnancy:-0.143
Maternal Diagnosis:9ccs46:Bnign ut neo:0.141
Diagnosis:9ccs216:Nerv cong an:0.141
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.138
Maternal Lab History: HEMOGLOBIN-postPregnancy:-0.132
Maternal Lab History: MONOCYTE-otherPregnancy:-0.130
Vital: Ht-avg1to3 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.515
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.303
Maternal Diagnosis:9ccs184:Early labor:-0.278
Diagnosis:9ccs219:Low birth wt:-0.175
Maternal Diagnosis:9ccs185:Long pregncy:0.151
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.129
Newborn Diagnosis:9ccs222:Perint jaund:-0.123
Maternal Diagnosis:9ccs5:HIV infectn:-0.122
Diagnosis:9ccs143:Abdom hernia:-0.119
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117
Maternal Diagnosis:9ccs183:HTN in preg:-0.115
Vital: HC-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.572
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.252
Diagnosis:9ccs10:Immuniz/scrn:0.246
Diagnosis:9ccs92:Otitis media:0.214
Diagnosis:9ccs257:Ot aftercare:0.211
Number of Visits:0.162
Diagnosis:9ccs7:Viral infect:0.160
Diagnosis:9ccs125:Bronchitis:0.152
Diagnosis:9ccs135:Intest infct:0.150
Diagnosis:9ccs90:Eye infectn:0.137
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.111
Vital: Wt Percentile-gain7to13 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 698 | OR_unadj: 1.247 [0.851 1.830] | indivs AUC:0.561
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.092
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.079
Maternal Lab History: PAPP-A-postPregnancy:-0.073
Maternal Procedure History:36416-postPregnancy:0.072
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.072
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.068
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.068
Maternal Lab History: MONOCYTE-otherPregnancy:-0.066
Maternal Diagnosis:9ccs5:HIV infectn:-0.065
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.064
* Vital: Wt Change-avg16to19 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 712 | OR_unadj: 1.794 [1.198 2.685] | indivs AUC:0.581
Correlated most with:
Number of Visits:-0.152
Diagnosis:9ccs90:Eye infectn:-0.120
Diagnosis:9ccs257:Ot aftercare:-0.120
Diagnosis:9ccs10:Immuniz/scrn:-0.119
Diagnosis:9ccs135:Intest infct:-0.119
Diagnosis:9ccs126:Ot up rsp in:-0.116
Diagnosis:9ccs92:Otitis media:-0.111
Diagnosis:9ccs242:Poisn ot med:-0.100
Diagnosis:9ccs7:Viral infect:-0.099
Diagnosis:9ccs133:Oth low resp:-0.093
Vital: Wt for Len Percentile-gain5to10 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.476
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:0.105
Lab:292495 LEAD LEVEL - Sunrise:0.094
Maternal Diagnosis:9ccs184:Early labor:0.093
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.078
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077
Maternal Diagnosis:9ccs60:Acut p-h anm:0.073
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.070
Diagnosis:9ccs200:Oth skin dx:-0.069
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.065
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.064
* Vital: Wt for Length ZScore-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.690
Correlated most with:
Maternal Diagnosis:9ccs49:DiabMel no c:1.000
Maternal Diagnosis:9ccs186:DM in preg:0.409
MatDeliveryAge:0.137
Maternal Lab History: FASTING-postPregnancy:0.135
Maternal Lab History: 1 HOUR-otherPregnancy:0.134
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.133
Maternal Lab History: FASTING-otherPregnancy:0.132
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.118
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:0.117
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.111
* Vital: Wt for Length ZScore-avg16to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.007] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.685
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo:1.000
Diagnosis:9ccs215:gu cong anom:0.171
Maternal Diagnosis:9ccs172:Ovarian cyst:0.155
Maternal Diagnosis:9ccs5:HIV infectn:0.141
Diagnosis:9ccs175:Ot femal gen:0.130
Diagnosis:9ccs61:Sickle cell:0.113
Newborn Diagnosis:9ccs215:gu cong anom:0.113
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.105
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.105
Diagnosis:9ccs208:Acq foot def:0.102
* Vital: Wt-avg7to10 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1355 | OR_unadj: 2.480 [1.894 3.248] | indivs AUC:0.689
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.094
Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.083
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.081
Diagnosis:9ccs238:Complic proc:-0.079
Diagnosis:9ccs125:Bronchitis:0.075
Maternal Diagnosis:9ccs182:Hemorr preg:-0.074
Vital: Wt-gain10to16 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1422 | OR_unadj: 1.239 [0.917 1.676] | indivs AUC:0.608
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.069
Maternal Lab History: FREE T-4-otherPregnancy:-0.066
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.065
Maternal Procedure History:86580-postPregnancy:0.063
Diagnosis:9ccs96:Hrt valve dx:-0.063
Diagnosis:9ccs92:Otitis media:0.061
Newborn Diagnosis:9ccs215:gu cong anom:-0.061
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.059
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.059
Maternal Procedure History:97014-postPregnancy:-0.058
* Vital: Wt for Len Percentile-gain10to16 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1273 | OR_unadj: 1.672 [1.280 2.183] | indivs AUC:0.589
Correlated most with:
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.080
Diagnosis:9ccs163:Other GU dx:-0.077
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.075
Maternal Lab History: URINE KETONES-otherPregnancy:0.064
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.063
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.063
Maternal Diagnosis:9ccs176:Contraceptiv:0.062
Diagnosis:9ccs92:Otitis media:0.060
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.059
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.058
Vital: Wt Percentile-gain16to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 961 | OR_unadj: 1.048 [0.733 1.496] | indivs AUC:0.474
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.116
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.094
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.084
Diagnosis:9ccs0:No DX:0.084
Diagnosis:9ccs74:Ot mentl cnd:0.077
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.074
Maternal Procedure History:90470-postPregnancy:0.069
Maternal Procedure History:90663-postPregnancy:0.069
Maternal Procedure History:90772-postPregnancy:-0.068
Diagnosis:9ccs63:Wht blood dx:-0.065
* Vital: Wt-avg16to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.685
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.081
Maternal Lab History: 2 HOUR-postPregnancy:0.070
Diagnosis:9ccs48:Thyroid dsor:-0.070
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Diagnosis:9ccs182:Hemorr preg:-0.064
Diagnosis:9ccs128:Asthma:0.064
Lab:297262 HEMOGLOBIN (HEMOCUE):0.064
Vital: Wt for Length ZScore-gain7to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.537
Correlated most with:
Maternal Diagnosis:9ccs62:Coag/hemr dx:1.000
Maternal Procedure History:97001-postPregnancy:0.259
Diagnosis:9ccs2:Septicemia:0.164
Maternal Diagnosis:9ccs60:Acut p-h anm:0.158
Maternal Lab History: IRON-postPregnancy:0.155
Maternal Procedure History:90656-postPregnancy:0.146
Maternal Procedure History:97140-postPregnancy:-0.124
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.121
Maternal Lab History: MAGNESIUM-postPregnancy:0.113
Newborn Diagnosis:9ccs219:Low birth wt:0.110
Vital: HC-gain13to19 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.438
Correlated most with:
Diagnosis:9ccs128:Asthma:0.079
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.075
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.074
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:-0.074
Newborn Diagnosis:9ccs223:Birth trauma:0.070
Maternal Diagnosis:9ccs46:Bnign ut neo:0.070
Maternal Diagnosis:9ccs172:Ovarian cyst:0.068
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.067
Maternal Lab History: URINE CULTURE-postPregnancy:-0.067
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.061
Vital: HC-avg1to3 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.459
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.219
Newborn Diagnosis:9ccs219:Low birth wt:-0.212
Maternal Lab History: FREE T-4-otherPregnancy:-0.130
Diagnosis:9ccs219:Low birth wt:-0.111
Maternal Diagnosis:9ccs185:Long pregncy:0.101
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.097
Newborn Diagnosis:9ccs256:Exam/eval:-0.090
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.085
Maternal Lab History: ALBUMIN-postPregnancy:0.082
Vital: HC-gain5to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.509
Correlated most with:
Maternal Procedure History:97140-postPregnancy:0.096
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.084
Lab:292495 LEAD LEVEL - Sunrise:0.079
Maternal Lab History: PTT-postPregnancy:-0.078
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.077
Maternal Lab History: CREATININE-postPregnancy:-0.076
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.073
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.069
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.068
Diagnosis:9ccs251:Abdomnl pain:-0.067
* Vital: BMI-avg7to10 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.701
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.103
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Maternal Procedure History:81025-postPregnancy:0.084
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.080
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.076
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.076
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.073
Maternal Diagnosis:9ccs5:HIV infectn:0.071
Maternal Procedure History:J1055-postPregnancy:-0.069
* Vital: Wt-avg10to13 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1399 | OR_unadj: 2.696 [2.056 3.535] | indivs AUC:0.662
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.118
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.116
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.103
Newborn Diagnosis:9ccs219:Low birth wt:-0.094
Diagnosis:9ccs219:Low birth wt:-0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.074
Newborn Diagnosis:9ccs223:Birth trauma:0.074
Maternal Lab History: INHMOM-otherPregnancy:-0.072
Maternal Lab History: 2 HOUR-otherPregnancy:0.070
Newborn Diagnosis:9ccs215:gu cong anom:0.070
* Vital: BMI-avg10to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.686
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.091
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.080
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.074
Diagnosis:9ccs242:Poisn ot med:0.072
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.071
Newborn Diagnosis:9ccs223:Birth trauma:0.071
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.070
Maternal Lab History: VLDL-postPregnancy:0.070
Maternal Lab History: INHMOM-otherPregnancy:-0.069
Vital: Wt Change-avg7to10 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.106
Maternal Lab History: URINE PROTEIN-postPregnancy:0.098
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.096
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.093
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089
Maternal Lab History: PROLACTIN-postPregnancy:-0.088
Maternal Lab History: NT MoM-postPregnancy:-0.085
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.083
Maternal Lab History: INHMOM-otherPregnancy:-0.077
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.077
* Vital: Wt for Length Zscore-avg10to13 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.700
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect:1.000
Maternal Lab History: PAPP-A-otherPregnancy:0.155
Maternal Diagnosis:9ccs181:Ot preg comp:0.144
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.128
Maternal Diagnosis:9ccs7:Viral infect-postPregnancy:0.116
Diagnosis:9ccs62:Coag/hemr dx:0.115
Maternal Lab History: GFR in African American-postPregnancy:-0.109
Maternal Lab History: GFR Calculation-postPregnancy:-0.108
Maternal Diagnosis:9ccs6:Hepatitis:0.104
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.104
Vital: Ht-avg3to5 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.555
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.251
Maternal Diagnosis:9ccs184:Early labor:-0.199
Maternal Diagnosis:9ccs185:Long pregncy:0.130
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.109
Newborn Diagnosis:9ccs221:Resp distres:-0.104
Diagnosis:9ccs219:Low birth wt:-0.099
Newborn Diagnosis:9ccs222:Perint jaund:-0.097
Maternal Diagnosis:9ccs183:HTN in preg:-0.092
Newborn Diagnosis:9ccs256:Exam/eval:-0.091
Diagnosis:9ccs143:Abdom hernia:-0.083
Vital: HR-postPregnancy | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 587 | OR_unadj: 0.960 [0.669 1.378] | indivs AUC:0.515
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.997
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.947
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.944
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.769
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.767
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.760
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.757
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.714
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.711
Vital: Wt Change-avg10to13 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 631 | OR_unadj: 1.185 [0.802 1.752] | indivs AUC:0.480
Correlated most with:
Maternal Procedure History:J7300-postPregnancy:0.114
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.097
Diagnosis:9ccs256:Exam/eval:0.095
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.086
Maternal Procedure History:58300-postPregnancy:0.085
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.082
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.078
Diagnosis:9ccs133:Oth low resp:-0.078
Diagnosis:9ccs136:Teeth dx:-0.078
Vital: Wt for Length ZScore-gain0to3 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.481
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:1.000
Maternal Diagnosis:9ccs181:Ot preg comp:0.180
Maternal Diagnosis:9ccs183:HTN in preg:0.172
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.154
Maternal Diagnosis:9ccs98:HTN:0.151
Lab:323825 STREP SCREEN THROAT - Sunrise:0.150
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.148
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.123
Maternal Diagnosis:9ccs61:Sickle cell:0.120
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.113
* Vital: Wt-avg3to5 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1316 | OR_unadj: 1.676 [1.282 2.190] | indivs AUC:0.602
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.220
Maternal Diagnosis:9ccs184:Early labor:-0.140
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Diagnosis:9ccs219:Low birth wt:-0.108
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.098
Maternal Diagnosis:9ccs128:Asthma:-0.094
Maternal Lab History: INHMOM-otherPregnancy:-0.091
Newborn Diagnosis:9ccs222:Perint jaund:-0.085
Newborn Diagnosis:9ccs221:Resp distres:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
* Vital: Ht-avg13to16 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.537
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.120
Maternal Lab History: 1 HOUR-postPregnancy:0.092
Diagnosis:9ccs2:Septicemia:0.082
Maternal Lab History: 1 HOUR-otherPregnancy:0.079
Maternal Lab History: 1/2 HOUR-postPregnancy:0.076
Maternal Diagnosis:9ccs184:Early labor:-0.074
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.074
Diagnosis:9ccs58:Ot nutrit dx:-0.073
Diagnosis:9ccs238:Complic proc:-0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.071
* Vital: Ht-avg16to19 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.560
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.120
Maternal Diagnosis:9ccs184:Early labor:-0.094
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.091
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Maternal Lab History: UREA NITROGEN-postPregnancy:0.078
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.074
Maternal Procedure History:90772-postPregnancy:0.074
Newborn Diagnosis:9ccs221:Resp distres:-0.072
Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.072
* Vital: Wt-avg13to16 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.679
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.095
Maternal Lab History: 1 HOUR-otherPregnancy:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Diagnosis:9ccs242:Poisn ot med:0.085
Maternal Lab History: 2 HOUR-otherPregnancy:0.079
Maternal Lab History: 2 HOUR-postPregnancy:0.074
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.073
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.070
Maternal Lab History: MPV-postPregnancy:0.070
Vital: HC-gain3to7 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.589
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.081
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.073
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.072
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.071
Lab:292495 LEAD LEVEL - Sunrise:-0.071
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.069
Maternal Procedure History:99401-postPregnancy:-0.068
Vital: Wt for Len Percentile-gain16to24 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1289 | OR_unadj: 0.818 [0.613 1.091] | indivs AUC:0.436
Correlated most with:
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.076
Maternal Lab History: hCG MoM-postPregnancy:-0.073
Diagnosis:9ccs61:Sickle cell:-0.068
Maternal Lab History: HERPES I IgG-postPregnancy:-0.067
Maternal Lab History: A/G-otherPregnancy:0.066
Diagnosis:9ccs234:Crush injury:-0.064
Maternal Diagnosis:9ccs189:Prev c-sectn:0.063
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.062
Maternal Lab History: BETA HCG FREE-postPregnancy:-0.062
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.060
Vital: Ht Percentile-gain10to16 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.505
Correlated most with:
Maternal Procedure History:97014-postPregnancy:-0.083
Maternal Lab History: 3 HOUR-postPregnancy:-0.081
Diagnosis:9ccs125:Bronchitis:-0.077
Maternal Lab History: NEUTROPHIL-postPregnancy:0.074
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.073
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.071
Maternal Lab History: ESTRIOL-otherPregnancy:-0.069
Lab:295669 BILIRUBIN DIRECT - LMC:-0.069
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.067
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.067
Vital: HC-avg0to1 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.487
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.279
Newborn Diagnosis:9ccs219:Low birth wt:-0.256
Diagnosis:9ccs219:Low birth wt:-0.160
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.160
Maternal Diagnosis:9ccs185:Long pregncy:0.131
Newborn Diagnosis:9ccs256:Exam/eval:-0.107
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.090
Newborn Diagnosis:9ccs94:Other ear dx:0.089
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.085
* Vital: HC-avg19to24 | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.573
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.119
Diagnosis:9ccs83:Epilepsy/cnv:-0.101
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.078
Diagnosis:9ccs90:Eye infectn:0.070
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.066
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.065
Diagnosis:9ccs94:Other ear dx:-0.063
Diagnosis:9ccs247:Lymph enlarg:0.062
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.059
Maternal Lab History: eGFR-postPregnancy:0.056
* Diagnosis:9ccs10:Immuniz/scrn | coef 0.005 95% CI: [-0.001 , 0.010] | OR_adj 1.005 [0.999 1.010] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.465
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.458
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.207
Diagnosis:9ccs257:Ot aftercare:0.194
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs253:Allergy:0.179
Number of Visits:0.166
Diagnosis:9ccs135:Intest infct:0.147
Diagnosis:9ccs90:Eye infectn:0.143
* Vital: Wt for Length ZScore-avg7to10 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.696
Correlated most with:
Maternal Diagnosis:9ccs6:Hepatitis:1.000
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.306
Maternal Procedure History:90656-postPregnancy:0.146
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.132
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.119
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.112
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Maternal Diagnosis:9ccs172:Ovarian cyst-postPregnancy:0.104
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.104
Maternal Diagnosis:9ccs7:Viral infect:0.104
* Vital: HC-avg10to13 | coef 0.004 95% CI: [0.001 , 0.008] | OR_adj 1.004 [1.001 1.008] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.574
Correlated most with:
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.093
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.088
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.080
Maternal Lab History: URINE KETONES-postPregnancy:0.074
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.072
Maternal Lab History: AST-postPregnancy:-0.070
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.065
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.064
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.064
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.064
Vital: Wt for Length ZScore-avg0to1 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1309 | OR_unadj: 1.211 [0.926 1.584] | indivs AUC:0.481
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.587
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.586
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.582
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.581
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.483
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.481
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.476
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.474
Vital: Ht Percentile-gain1to5 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.501
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.101
Maternal Lab History: MPV-otherPregnancy:0.096
Maternal Procedure History:99211-otherPregnancy:0.092
Maternal Procedure History:96372-otherPregnancy:-0.088
Maternal Lab History: FASTING-postPregnancy:-0.076
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.073
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.072
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070
Diagnosis:9ccs242:Poisn ot med:0.066
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.065
Vital: HC-gain16to24 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.086
Maternal Diagnosis:9ccs84:Headache/mig-postPregnancy:0.071
Maternal Lab History: SPECIFIC GRAVITY-otherPregnancy:0.071
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:-0.069
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.067
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.066
Maternal Procedure History:J1055-postPregnancy:-0.063
Maternal Diagnosis:9ccs159:UTI:-0.062
Lab:292495 LEAD LEVEL - Sunrise:0.060
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.059
Vital: Ht-gain13to19 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.479
Correlated most with:
Maternal Diagnosis:9ccs46:Bnign ut neo:0.079
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.070
Maternal Diagnosis:9ccs172:Ovarian cyst:0.070
Number of Visits:0.066
Maternal Procedure History:86703-postPregnancy:-0.064
Maternal Lab History: LEUKOCYTE ESTERASE-otherPregnancy:-0.057
Maternal Lab History: CHOLIC ACID-otherPregnancy:0.057
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.056
Maternal Lab History: BILE ACIDS-otherPregnancy:0.056
Maternal Lab History: GAMMA GT-otherPregnancy:0.055
Vital: Ht-avg5to7 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.496
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.219
Maternal Diagnosis:9ccs184:Early labor:-0.170
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.118
Newborn Diagnosis:9ccs221:Resp distres:-0.116
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Newborn Diagnosis:9ccs222:Perint jaund:-0.087
Maternal Diagnosis:9ccs259:Unclassified:-0.085
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085
Newborn Diagnosis:9ccs200:Oth skin dx:-0.084
Diagnosis:9ccs219:Low birth wt:-0.083
Vital: Ht-gain3to7 | coef 0.004 95% CI: [0.004 , 0.005] | OR_adj 1.004 [1.004 1.005] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.491
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.088
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.080
Maternal Procedure History:86580-postPregnancy:-0.073
Diagnosis:9ccs240:Burns:-0.071
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.069
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.069
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.069
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069
* Vital: Wt-avg5to7 | coef 0.004 95% CI: [0.002 , 0.007] | OR_adj 1.004 [1.002 1.007] | occ: 1315 | OR_unadj: 2.102 [1.606 2.750] | indivs AUC:0.639
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.190
Maternal Diagnosis:9ccs184:Early labor:-0.126
Diagnosis:9ccs238:Complic proc:-0.108
Newborn Diagnosis:9ccs221:Resp distres:-0.103
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Diagnosis:9ccs219:Low birth wt:-0.091
Newborn Diagnosis:9ccs253:Allergy:-0.072
Newborn Diagnosis:9ccs200:Oth skin dx:-0.071
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.070
Diagnosis:9ccs138:Esophgeal dx:-0.069
Vital: Wt for Len Percentile-gain7to13 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1290 | OR_unadj: 0.991 [0.753 1.305] | indivs AUC:0.465
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.070
Diagnosis:9ccs10:Immuniz/scrn:-0.067
Maternal Diagnosis:9ccs69:Affective dx:-0.064
Maternal Procedure History:86580-postPregnancy:-0.062
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.061
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.061
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.061
Maternal Procedure History:36416-postPregnancy:-0.059
Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.059
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.058
Vital: BMI-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1448 | OR_unadj: 1.186 [0.893 1.575] | indivs AUC:0.574
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.085
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.079
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.075
Maternal Lab History: FREE T-4-otherPregnancy:-0.068
Diagnosis:9ccs163:Other GU dx:-0.067
Maternal Procedure History:86580-postPregnancy:0.066
Diagnosis:9ccs92:Otitis media:0.065
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.063
Maternal Lab History: WEIGHT-otherPregnancy:0.061
Maternal Diagnosis:9ccs69:Affective dx:0.061
Vital: Wt Percentile-gain5to10 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 582 | OR_unadj: 1.002 [0.659 1.525] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:-0.080
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.080
Maternal Diagnosis:9ccs60:Acut p-h anm:0.080
Maternal Lab History: ALBUMIN-otherPregnancy:-0.077
Maternal Lab History: MONOS-otherPregnancy:-0.077
Maternal Diagnosis:9ccs149:Biliary dx:0.072
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.072
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.070
Maternal Lab History: ANION GAP-otherPregnancy:-0.070
Vital: Ht Percentile-gain7to13 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.567
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect:-0.085
Maternal Lab History: GFR in African American-postPregnancy:0.081
Maternal Lab History: GFR Calculation-postPregnancy:0.081
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.080
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.076
Maternal Lab History: MONOCYTE-postPregnancy:-0.076
Maternal Diagnosis:9ccs59:Anemia:0.074
Newborn Diagnosis:9ccs94:Other ear dx:-0.072
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.070
Diagnosis:9ccs217:Ot cong anom:-0.070
Vital: Wt Percentile-gain1to5 | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 439 | OR_unadj: 1.179 [0.767 1.814] | indivs AUC:0.542
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.115
Maternal Lab History: URIC ACID-otherPregnancy:0.096
Maternal Lab History: 3 HOUR-postPregnancy:-0.086
Maternal Lab History: MPV-otherPregnancy:0.080
Maternal Lab History: NEUTROPHIL-postPregnancy:0.070
Maternal Diagnosis:9ccs7:Viral infect:0.070
Maternal Lab History: 1 HOUR-otherPregnancy:0.069
Newborn Diagnosis:9ccs222:Perint jaund:0.067
Maternal Diagnosis:9ccs91:Other eye dx:0.067
Diagnosis:9ccs91:Other eye dx:0.063
* Vital: BMI-gain0to24 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.663
Correlated most with:
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.085
Diagnosis:9ccs259:Unclassified:-0.084
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.079
Maternal Lab History: CHLORIDE-otherPregnancy:0.073
Maternal Procedure History:99211-otherPregnancy:0.071
Vital: Ht-gain5to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.542
Correlated most with:
Number of Visits:0.080
Lab:292495 LEAD LEVEL - Sunrise:0.079
Maternal Procedure History:81000-postPregnancy:0.068
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.066
Maternal Diagnosis:9ccs98:HTN:0.066
Maternal Diagnosis:9ccs149:Biliary dx:0.065
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.064
Diagnosis:9ccs89:Blindness:0.064
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.063
Maternal Diagnosis:9ccs192:Umbil cord:-0.063
* Vital: HC-avg7to10 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.617
Correlated most with:
Maternal Procedure History:97140-postPregnancy:0.480
Maternal Lab History: BASE DEFICIT-postPregnancy:0.324
Maternal Lab History: BICARBONATE-postPregnancy:-0.297
Maternal Procedure History:97110-postPregnancy:0.292
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.205
Maternal Lab History: PTT-postPregnancy:-0.184
Maternal Lab History: O2 SATURATION-postPregnancy:0.183
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.170
Maternal Lab History: URIC ACID-postPregnancy:0.169
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.137
Vital: Temp-postPregnancy | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 268 | OR_unadj: 1.249 [0.793 1.967] | indivs AUC:0.497
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.991
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.523
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.516
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.497
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.490
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.476
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.470
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.399
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.394
Vital: Wt Percentile-gain10to16 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 753 | OR_unadj: 0.793 [0.556 1.132] | indivs AUC:0.488
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.100
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.081
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.080
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.075
Maternal Diagnosis:9ccs61:Sickle cell:-0.073
Maternal Lab History: NEUTROPHIL-postPregnancy:0.071
Maternal Procedure History:97014-postPregnancy:-0.070
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.069
Lab:292495 LEAD LEVEL - Sunrise:0.067
Maternal Lab History: 3 HOUR-postPregnancy:-0.065
Vital: BP-postPregnancy | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 666 | OR_unadj: 1.322 [0.954 1.832] | indivs AUC:0.544
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249
* Vital: Wt Percentile-gain13to19 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 826 | OR_unadj: 0.644 [0.432 0.961] | indivs AUC:0.448
Correlated most with:
Number of Visits:0.100
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.082
Diagnosis:9ccs0:No DX:0.079
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.076
Diagnosis:9ccs257:Ot aftercare:0.076
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.070
Maternal Procedure History:90471-otherPregnancy:-0.069
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.066
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.066
Maternal Diagnosis:9ccs49:DiabMel no c:0.064
* Vital: HC-gain0to24 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.569
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.120
Diagnosis:9ccs83:Epilepsy/cnv:-0.102
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.079
Diagnosis:9ccs90:Eye infectn:0.069
Diagnosis:9ccs94:Other ear dx:-0.066
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.065
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.065
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.060
Diagnosis:9ccs247:Lymph enlarg:0.058
Maternal Lab History: PH-otherPregnancy:-0.057
Vital: HR-avg16to19 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: LDH-otherPregnancy:-0.088
Maternal Lab History: HCG-postPregnancy:-0.087
Diagnosis:9ccs240:Burns:0.086
Maternal Diagnosis:9ccs184:Early labor:0.085
Maternal Procedure History:90658-postPregnancy:-0.082
Diagnosis:9ccs217:Ot cong anom:0.077
Maternal Lab History: PLATELET COUNT-postPregnancy:0.075
Maternal Diagnosis:9ccs191:Amnios dx:0.073
Diagnosis:9ccs161:Ot dx kidney:0.073
Diagnosis:9ccs63:Wht blood dx:0.071
* Vital: Wt Percentile-avg10to13 | coef 0.004 95% CI: [0.001 , 0.006] | OR_adj 1.004 [1.001 1.006] | occ: 664 | OR_unadj: 1.806 [1.346 2.423] | indivs AUC:0.584
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.108
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082
Maternal Lab History: INHMOM-otherPregnancy:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Maternal Lab History: APF MoM-otherPregnancy:-0.076
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.074
Maternal Lab History: 1 HOUR-otherPregnancy:0.071
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.068
* Vital: HC-avg16to19 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.550
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.096
Diagnosis:9ccs51:Ot endo dsor:-0.094
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.084
Maternal Procedure History:90649-postPregnancy:-0.081
Diagnosis:9ccs204:Ot joint dx:-0.075
Maternal Procedure History:90471-postPregnancy:-0.075
Maternal Diagnosis:9ccs172:Ovarian cyst:0.070
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.068
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.066
* Vital: Ht Percentile-gain0to24 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.556
Correlated most with:
Maternal Lab History: RBC-otherPregnancy:0.086
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086
Newborn Diagnosis:9ccs219:Low birth wt:-0.083
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.083
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Maternal Procedure History:96372-otherPregnancy:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.080
Diagnosis:9ccs89:Blindness:0.078
Diagnosis:9ccs128:Asthma:0.077
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.072
* Diagnosis:9ccs200:Oth skin dx | coef 0.004 95% CI: [-0.002 , 0.009] | OR_adj 1.004 [0.998 1.009] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.444
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.201
Number of Visits:0.184
Diagnosis:9ccs155:Other GI dx:0.168
Diagnosis:9ccs7:Viral infect:0.158
Diagnosis:9ccs256:Exam/eval:0.140
Diagnosis:9ccs239:Superfic inj:0.138
Diagnosis:9ccs126:Ot up rsp in:0.119
Diagnosis:9ccs255:Social admin:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.106
Vital: HR-avg7to10 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.483
Correlated most with:
Maternal Diagnosis:9ccs187:Malposition:0.100
Diagnosis:9ccs10:Immuniz/scrn:0.089
Diagnosis:9ccs217:Ot cong anom:0.086
Maternal Procedure History:90658-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.082
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.077
Maternal Lab History: PROLACTIN-postPregnancy:0.071
Maternal Lab History: GAMMA GT-otherPregnancy:-0.068
Diagnosis:9ccs257:Ot aftercare:0.064
Diagnosis:9ccs7:Viral infect:0.063
Vital: Ht-postPregnancy | coef 0.004 95% CI: [0.003 , 0.004] | OR_adj 1.004 [1.003 1.004] | occ: 544 | OR_unadj: 0.933 [0.645 1.348] | indivs AUC:0.496
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.930
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.928
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.769
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.768
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.706
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.705
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.665
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.663
* Vital: Wt-avg19to24 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.690
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.098
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 1 HOUR-otherPregnancy:0.092
Maternal Lab History: 2 HOUR-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: 2 HOUR-otherPregnancy:0.071
Lab:297262 HEMOGLOBIN (HEMOCUE):0.066
Vital: HR-avg1to3 | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:0.089
Maternal Diagnosis:9ccs182:Hemorr preg:0.084
Diagnosis:9ccs259:Unclassified:0.080
Diagnosis:9ccs214:GI cong anom:-0.079
Diagnosis:9ccs167:Breast dx:0.072
Newborn Diagnosis:9ccs256:Exam/eval:0.072
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.072
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.070
Maternal Lab History: CHLORIDE-postPregnancy:0.069
Diagnosis:9ccs244:Other injury:0.063
* Vital: BMI-postPregnancy | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 538 | OR_unadj: 2.540 [1.496 4.314] | indivs AUC:0.595
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.722
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.720
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.710
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.689
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.687
Vital: Wt for Len Percentile-gain13to19 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1254 | OR_unadj: 1.030 [0.785 1.351] | indivs AUC:0.401
Correlated most with:
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.070
Diagnosis:9ccs7:Viral infect:0.069
Diagnosis:9ccs163:Other GU dx:0.067
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.064
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.063
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.063
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:0.061
Maternal Lab History: GAMMA GT-otherPregnancy:0.060
Maternal Diagnosis:9ccs172:Ovarian cyst:0.059
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.057
Vital: Ht-avg19to24 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.527
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.101
Diagnosis:9ccs128:Asthma:0.088
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.084
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Diagnosis:9ccs200:Oth skin dx:0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.082
Maternal Lab History: 1 HOUR-postPregnancy:0.080
Diagnosis:9ccs64:Ot hematl dx:0.074
Maternal Diagnosis:9ccs168:PID:-0.069
Number of Visits:0.068
* Vital: Wt Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 747 | OR_unadj: 1.781 [1.341 2.364] | indivs AUC:0.610
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106
Diagnosis:9ccs48:Thyroid dsor:-0.085
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.080
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.077
Maternal Procedure History:90746-postPregnancy:-0.073
Diagnosis:9ccs208:Acq foot def:0.072
Diagnosis:9ccs205:Back problem:-0.071
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.069
Maternal Diagnosis:9ccs182:Hemorr preg:-0.068
Vital: BP-otherPregnancy | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 314 | OR_unadj: 1.341 [0.868 2.070] | indivs AUC:0.528
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.465
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.381
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.379
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.268
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.219
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.217
* Vital: HC-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.583
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.130
Newborn Diagnosis:9ccs219:Low birth wt:-0.118
Newborn Diagnosis:9ccs221:Resp distres:-0.085
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.082
Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.082
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.078
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.074
Maternal Diagnosis:9ccs106:Dysrhythmia:-0.073
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.072
Diagnosis:9ccs219:Low birth wt:-0.070
Vital: HR-avg3to5 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.470
Correlated most with:
Maternal Procedure History:90658-postPregnancy:-0.121
Maternal Lab History: 3 HOUR-postPregnancy:0.113
Maternal Diagnosis:9ccs98:HTN:0.111
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.102
Newborn Diagnosis:9ccs256:Exam/eval:0.091
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.082
Diagnosis:9ccs167:Breast dx:0.081
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.079
Maternal Diagnosis:9ccs182:Hemorr preg:0.078
Maternal Procedure History:90649-postPregnancy:-0.076
* Vital: HC-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.576
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.087
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084
Maternal Lab History: PTT-otherPregnancy:-0.079
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.079
Maternal Lab History: MONOS-postPregnancy:-0.073
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.063
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.063
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.062
Maternal Diagnosis:9ccs187:Malposition:0.061
Maternal Lab History: IRON-postPregnancy:0.059
Vital: BMI-otherPregnancy | coef 0.003 95% CI: [0.001 , 0.006] | OR_adj 1.003 [1.001 1.006] | occ: 308 | OR_unadj: 1.059 [0.563 1.991] | indivs AUC:0.488
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.381
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.340
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340
Vital: HR-avg5to7 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.527
Correlated most with:
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.139
Maternal Procedure History:90658-postPregnancy:-0.085
Maternal Lab History: 3 HOUR-postPregnancy:0.085
Newborn Diagnosis:9ccs94:Other ear dx:-0.077
Newborn Diagnosis:9ccs221:Resp distres:0.075
Diagnosis:9ccs125:Bronchitis:0.073
Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.071
Maternal Lab History: 1 HOUR-postPregnancy:-0.070
Diagnosis:9ccs244:Other injury:0.068
Diagnosis:9ccs135:Intest infct:0.068
Vital: HC-avg3to5 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.511
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.147
Newborn Diagnosis:9ccs219:Low birth wt:-0.133
Diagnosis:9ccs219:Low birth wt:-0.093
Newborn Diagnosis:9ccs94:Other ear dx:0.092
Maternal Procedure History:81000-postPregnancy:-0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.073
Maternal Diagnosis:9ccs185:Long pregncy:0.072
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072
Newborn Diagnosis:9ccs256:Exam/eval:-0.069
Vital: HR-otherPregnancy | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 291 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.535
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.695
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.695
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.654
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.635
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.350
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350
Vital: Ht Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.528
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:0.081
Maternal Lab History: PH-postPregnancy:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.073
Diagnosis:9ccs128:Asthma:0.071
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.068
Maternal Lab History: HCG-otherPregnancy:-0.068
Maternal Lab History: UREA NITROGEN-postPregnancy:0.067
* Vital: Wt Percentile-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 679 | OR_unadj: 1.935 [1.451 2.581] | indivs AUC:0.626
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.105
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101
Maternal Lab History: INHMOM-otherPregnancy:-0.085
Maternal Lab History: 1 HOUR-otherPregnancy:0.080
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079
Maternal Lab History: 2 HOUR-otherPregnancy:0.077
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.077
Maternal Procedure History:90746-postPregnancy:-0.075
Maternal Diagnosis:9ccs182:Hemorr preg:-0.075
Maternal Lab History: APF MoM-otherPregnancy:-0.074
Vital: Ht Percentile-avg10to13 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.111
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110
Newborn Diagnosis:9ccs219:Low birth wt:-0.102
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.087
Maternal Diagnosis:9ccs184:Early labor:-0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.079
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.077
Maternal Lab History: 1/2 HOUR-postPregnancy:0.075
Maternal Lab History: PH-postPregnancy:-0.075
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.073
* Vital: Wt for Len Percentile-avg16to19 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.671
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs163:Other GU dx:-0.084
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.081
Maternal Procedure History:J1055-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.073
Diagnosis:9ccs234:Crush injury:0.072
Maternal Lab History: PH-otherPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs92:Otitis media:0.068
Vital: HR-avg13to16 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs140:Gastritis:0.111
Diagnosis:9ccs240:Burns:0.076
Diagnosis:9ccs168:PID:0.074
Maternal Lab History: HCG-postPregnancy:-0.070
Maternal Diagnosis:9ccs98:HTN:0.070
Diagnosis:9ccs10:Immuniz/scrn:0.068
Diagnosis:9ccs163:Other GU dx:0.068
Maternal Diagnosis:9ccs149:Biliary dx:0.067
Diagnosis:9ccs257:Ot aftercare:0.065
Maternal Lab History: GAMMA GT-otherPregnancy:-0.064
* Vital: Wt for Len Percentile-avg19to24 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.005] | occ: 1351 | OR_unadj: 3.535 [2.668 4.684] | indivs AUC:0.652
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.081
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
* Vital: Wt-gain0to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.682
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.100
Maternal Lab History: 1 HOUR-otherPregnancy:0.093
Maternal Lab History: 2 HOUR-postPregnancy:0.091
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.076
Maternal Lab History: 2 HOUR-otherPregnancy:0.072
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.068
Vital: Wt Change-avg5to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 420 | OR_unadj: 0.968 [0.619 1.514] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.099
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.095
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.083
Maternal Procedure History:90772-postPregnancy:0.071
Maternal Procedure History:90471-otherPregnancy:0.069
Diagnosis:9ccs124:Tonsillitis:-0.068
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.067
Maternal Procedure History:86580-postPregnancy:-0.066
Diagnosis:9ccs47:Ot bnign neo:0.065
Maternal Lab History: APF MoM-otherPregnancy:-0.065
* Vital: Wt for Len Percentile-gain3to7 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 947 | OR_unadj: 1.643 [1.240 2.177] | indivs AUC:0.573
Correlated most with:
Diagnosis:9ccs155:Other GI dx:-0.100
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.091
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.076
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.072
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.072
Maternal Lab History: ANION GAP-otherPregnancy:-0.071
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.068
Maternal Lab History: COLONY COUNT-otherPregnancy:0.066
Diagnosis:9ccs59:Anemia:0.062
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.060
* Vital: Wt for Len Percentile-gain0to24 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1335 | OR_unadj: 3.367 [2.548 4.450] | indivs AUC:0.643
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.085
Diagnosis:9ccs259:Unclassified:-0.084
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.067
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.065
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.065
Vital: HR-avg0to1 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.480
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.132
Maternal Lab History: GFR in African American-otherPregnancy:-0.126
Maternal Lab History: GFR Calculation-otherPregnancy:-0.126
Maternal Lab History: PT-postPregnancy:-0.112
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.111
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.105
Newborn Diagnosis:9ccs253:Allergy:0.094
Maternal Diagnosis:9ccs238:Complic proc:-0.088
Maternal Lab History: INR-postPregnancy:-0.087
* Vital: Ht Percentile-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.551
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Lab History: RBC-otherPregnancy:0.088
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.084
Maternal Lab History: 1 HOUR-postPregnancy:0.079
Maternal Procedure History:96372-otherPregnancy:-0.079
Diagnosis:9ccs128:Asthma:0.079
Diagnosis:9ccs89:Blindness:0.079
Maternal Diagnosis:9ccs184:Early labor:-0.075
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073
* Vital: Wt Percentile-avg19to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 921 | OR_unadj: 2.119 [1.615 2.779] | indivs AUC:0.580
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106
Diagnosis:9ccs48:Thyroid dsor:-0.101
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.092
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.074
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.071
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.071
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.070
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.067
Maternal Diagnosis:9ccs182:Hemorr preg:-0.067
Vital: Ht Percentile-gain0to3 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: NEUTROPHIL-postPregnancy:0.146
Maternal Lab History: 3 HOUR-postPregnancy:-0.129
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.108
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.086
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.075
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.074
Maternal Lab History: INR-postPregnancy:-0.074
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.072
Maternal Lab History: 1 HOUR-postPregnancy:-0.071
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.070
Vital: HR-avg19to24 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.528
Correlated most with:
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.078
Maternal Lab History: PLATELET COUNT-postPregnancy:0.073
Diagnosis:9ccs213:Cardiac anom:-0.072
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.068
Maternal Procedure History:90658-postPregnancy:-0.064
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.064
Maternal Lab History: INHMOM-postPregnancy:-0.063
Maternal Lab History: COLONY COUNT-postPregnancy:0.063
Diagnosis:9ccs10:Immuniz/scrn:0.060
Diagnosis:10ccs58:Ot nutrit dx:-0.060
* Vital: Wt for Len Percentile-avg10to13 | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1379 | OR_unadj: 2.986 [2.269 3.930] | indivs AUC:0.709
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.096
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Diagnosis:9ccs125:Bronchitis:0.079
Maternal Lab History: 1 HOUR-otherPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.074
Diagnosis:9ccs10:Immuniz/scrn:-0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.070
Maternal Lab History: 3 HOUR-otherPregnancy:0.068
Vital: Wt Change-avg1to3 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 329 | OR_unadj: 1.015 [0.648 1.588] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.141
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.118
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.109
Maternal Lab History: INHMOM-postPregnancy:0.103
Maternal Lab History: 1 HOUR-postPregnancy:-0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.091
Lab:295669 BILIRUBIN DIRECT - LMC:0.088
Maternal Procedure History:90656-postPregnancy:0.084
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.083
Maternal Lab History: POLYS-postPregnancy:-0.079
* Vital: Wt for Len Percentile-avg7to10 | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1304 | OR_unadj: 2.608 [1.991 3.417] | indivs AUC:0.729
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.074
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073
Maternal Procedure History:J1055-postPregnancy:-0.072
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.071
Diagnosis:9ccs125:Bronchitis:0.070
Maternal Diagnosis:9ccs163:Other GU dx:-0.067
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.065
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.065
Maternal Lab History: 1 HOUR-otherPregnancy:0.065
Vital: Ht-gain0to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.104
Diagnosis:9ccs200:Oth skin dx:0.088
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.087
Newborn Diagnosis:9ccs219:Low birth wt:-0.087
Diagnosis:9ccs128:Asthma:0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.083
Maternal Lab History: 1 HOUR-postPregnancy:0.081
Diagnosis:9ccs64:Ot hematl dx:0.075
Diagnosis:9ccs259:Unclassified:0.072
Maternal Diagnosis:9ccs184:Early labor:-0.070
Vital: Ht Percentile-avg7to10 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.463
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.104
Maternal Lab History: MONOCYTE-postPregnancy:0.099
Maternal Diagnosis:9ccs5:HIV infectn:-0.096
Maternal Diagnosis:9ccs184:Early labor:-0.091
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086
Maternal Lab History: WEIGHT-postPregnancy:0.085
Maternal Lab History: 1 HOUR-postPregnancy:0.079
Maternal Lab History: GFR Calculation-postPregnancy:-0.075
* Vital: Wt for Len Percentile-avg13to16 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.724
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Diagnosis:9ccs125:Bronchitis:0.082
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.072
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.071
Diagnosis:9ccs48:Thyroid dsor:-0.071
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.068
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.067
Maternal Lab History: MPV-postPregnancy:0.066
Maternal Lab History: INHMOM-otherPregnancy:-0.063
Vital: Ht Percentile-gain3to7 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.495
Correlated most with:
Maternal Procedure History:90472-postPregnancy:-0.099
Diagnosis:9ccs92:Otitis media:0.085
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.082
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.071
Maternal Lab History: ALT-otherPregnancy:0.070
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.070
Diagnosis:9ccs136:Teeth dx:0.069
Maternal Lab History: FASTING-postPregnancy:0.069
Maternal Lab History: A/G-postPregnancy:-0.068
Diagnosis:9ccs74:Ot mentl cnd:0.066
* Vital: Wt Percentile-avg7to10 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 548 | OR_unadj: 1.684 [1.224 2.316] | indivs AUC:0.551
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.109
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.099
Maternal Lab History: IRON-postPregnancy:-0.090
Maternal Lab History: INHMOM-postPregnancy:0.084
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Procedure History:86580-postPregnancy:-0.081
Maternal Lab History: 1 HOUR-otherPregnancy:0.080
Newborn Diagnosis:9ccs200:Oth skin dx:-0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.077
Vital: Ht-otherPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 309 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.464
Correlated most with:
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:1.000
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.998
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:-0.731
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:-0.730
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.718
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.714
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.704
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.652
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.650
* Vital: Wt Percentile-gain0to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 906 | OR_unadj: 1.985 [1.512 2.606] | indivs AUC:0.580
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.101
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.099
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.075
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.073
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.071
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.069
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.067
Maternal Diagnosis:9ccs182:Hemorr preg:-0.067
Vital: HR-avg10to13 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.088
Maternal Lab History: PAPP-A-postPregnancy:0.078
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.077
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.072
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.071
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.071
Maternal Lab History: URINE SUGAR-postPregnancy:0.070
Diagnosis:9ccs212:Ot bone dx:0.069
Maternal Lab History: MCV-otherPregnancy:0.067
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.066
* Vital: Wt-otherPregnancy | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 316 | OR_unadj: 1.666 [1.070 2.593] | indivs AUC:0.545
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.731
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.655
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.652
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.635
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.634
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.608
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.605
Vital: Ht Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.433
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:-0.100
Newborn Diagnosis:9ccs219:Low birth wt:-0.097
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.096
Maternal Diagnosis:9ccs184:Early labor:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.076
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.074
Maternal Diagnosis:9ccs61:Sickle cell:-0.071
Maternal Procedure History:86580-postPregnancy:-0.070
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.070
Vital: Ht Percentile-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.471
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.107
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.103
Maternal Diagnosis:9ccs184:Early labor:-0.102
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.089
Maternal Lab History: 1 HOUR-otherPregnancy:0.079
Newborn Diagnosis:9ccs200:Oth skin dx:-0.076
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.074
Diagnosis:9ccs208:Acq foot def:0.072
Maternal Procedure History:90746-postPregnancy:-0.071
Maternal Diagnosis:9ccs185:Long pregncy:0.070
Vital: Wt Percentile-gain3to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 491 | OR_unadj: 0.943 [0.621 1.433] | indivs AUC:0.511
Correlated most with:
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.136
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.109
Maternal Lab History: 1 HOUR-postPregnancy:0.090
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.090
Maternal Procedure History:96372-otherPregnancy:-0.088
Maternal Lab History: INHMOM-otherPregnancy:0.086
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.082
Diagnosis:9ccs92:Otitis media:0.077
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.075
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.073
Vital: Wt Percentile-gain0to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 372 | OR_unadj: 0.999 [0.638 1.563] | indivs AUC:0.526
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.088
Maternal Lab History: PAPP-A-otherPregnancy:-0.081
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.080
Maternal Lab History: BASOPHIL-postPregnancy:0.080
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.076
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.075
Diagnosis:9ccs127:COPD:0.074
Maternal Lab History: HERPES II IgG-otherPregnancy:0.072
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.071
Vital: Wt Change-avg3to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 376 | OR_unadj: 1.188 [0.778 1.816] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:-0.112
Maternal Lab History: GFR in African American-postPregnancy:-0.112
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.111
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.108
Maternal Lab History: APF MoM-otherPregnancy:-0.108
Maternal Lab History: INHMOM-otherPregnancy:-0.098
Maternal Lab History: INHMOM-postPregnancy:0.087
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.085
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.080
Maternal Procedure History:90471-postPregnancy:-0.078
* Vital: Wt Percentile-avg3to5 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 408 | OR_unadj: 1.512 [1.054 2.171] | indivs AUC:0.543
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.135
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125
Maternal Lab History: INHMOM-postPregnancy:0.124
Maternal Lab History: INHMOM-otherPregnancy:-0.107
Maternal Diagnosis:9ccs128:Asthma:-0.099
Diagnosis:9ccs117:Ot circul dx:-0.095
Newborn Diagnosis:9ccs200:Oth skin dx:-0.094
Newborn Diagnosis:9ccs219:Low birth wt:-0.089
Maternal Lab History: APF MoM-otherPregnancy:-0.088
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.088
* Vital: Wt for Len Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 966 | OR_unadj: 1.961 [1.497 2.571] | indivs AUC:0.634
Correlated most with:
Maternal Lab History: ANION GAP-otherPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.066
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.060
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.060
Diagnosis:9ccs222:Perint jaund:-0.059
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.057
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.055
Diagnosis:9ccs217:Ot cong anom:-0.055
Maternal Procedure History:90472-postPregnancy:0.054
Maternal Procedure History:J1055-postPregnancy:-0.054
* Vital: Wt for Len Percentile-latest | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1535 | OR_unadj: 4.512 [3.322 6.127] | indivs AUC:0.667
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.094
Diagnosis:9ccs48:Thyroid dsor:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs259:Unclassified:-0.073
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Maternal Lab History: 1 HOUR-otherPregnancy:0.067
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.065
Vital: Wt Percentile-avg1to3 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 358 | OR_unadj: 1.211 [0.811 1.809] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.141
Diagnosis:9ccs117:Ot circul dx:-0.117
Maternal Lab History: INHMOM-postPregnancy:0.114
Newborn Diagnosis:9ccs219:Low birth wt:-0.111
Maternal Procedure History:86580-postPregnancy:-0.110
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.110
Maternal Diagnosis:9ccs184:Early labor:-0.110
Maternal Lab History: INHMOM-otherPregnancy:-0.107
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.097
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.088
Vital: Ht Percentile-avg0to1 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.459
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.102
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.091
Maternal Diagnosis:9ccs184:Early labor:-0.090
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.086
Diagnosis:9ccs211:Ot conn tiss:0.085
Newborn Diagnosis:9ccs200:Oth skin dx:-0.084
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.084
Maternal Lab History: FASTING-postPregnancy:0.079
Maternal Lab History: 2 HOUR-postPregnancy:0.078
Maternal Lab History: 1/2 HOUR-postPregnancy:0.077
* Vital: Wt Percentile-avg5to7 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 447 | OR_unadj: 1.467 [1.036 2.078] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.107
Maternal Procedure History:86580-postPregnancy:-0.103
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Diagnosis:9ccs208:Acq foot def:0.086
Maternal Procedure History:97014-postPregnancy:0.080
Diagnosis:9ccs217:Ot cong anom:-0.077
Newborn Diagnosis:9ccs200:Oth skin dx:-0.075
Maternal Diagnosis:9ccs184:Early labor:-0.075
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.074
Maternal Lab History: Varicella IgG-postPregnancy:0.073
Vital: Wt Change-avg0to1 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 223 | OR_unadj: 0.616 [0.325 1.165] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: FASTING-postPregnancy:-0.109
Lab:323825 STREP SCREEN THROAT - Sunrise:0.107
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.096
Maternal Lab History: FASTING-otherPregnancy:-0.095
Maternal Procedure History:96372-otherPregnancy:-0.091
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.087
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.087
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.086
Diagnosis:9ccs151:Oth liver dx:-0.084
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.076
Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.000 , 0.003] | OR_adj 1.001 [1.000 1.003] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs92:Otitis media:0.231
Diagnosis:9ccs7:Viral infect:0.205
Diagnosis:9ccs126:Ot up rsp in:0.191
Number of Visits:0.174
Diagnosis:9ccs10:Immuniz/scrn:0.143
Diagnosis:9ccs125:Bronchitis:0.129
Diagnosis:9ccs255:Social admin:0.125
Diagnosis:9ccs133:Oth low resp:0.117
Diagnosis:9ccs135:Intest infct:0.112
Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Number of Visits:0.231
Diagnosis:9ccs126:Ot up rsp in:0.228
Diagnosis:9ccs92:Otitis media:0.226
Diagnosis:9ccs125:Bronchitis:0.216
Diagnosis:9ccs10:Immuniz/scrn:0.194
Diagnosis:9ccs255:Social admin:0.190
Diagnosis:9ccs7:Viral infect:0.169
Diagnosis:9ccs253:Allergy:0.157
Diagnosis:9ccs128:Asthma:0.152
* Vital: BMI Percentile-avg19to24 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 288 | OR_unadj: 1.640 [1.099 2.447] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.113
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.101
Maternal Lab History: FERRITIN-postPregnancy:-0.078
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.078
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.073
Maternal Lab History: HERPES II IgG-postPregnancy:-0.072
Maternal Diagnosis:9ccs69:Affective dx:0.069
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.066
Diagnosis:9ccs215:gu cong anom:0.066
Maternal Lab History: FASTING-postPregnancy:0.066
Vital: Ht Percentile-avg5to7 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.467
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110
Newborn Diagnosis:9ccs219:Low birth wt:-0.108
Maternal Diagnosis:9ccs259:Unclassified:-0.099
Maternal Diagnosis:9ccs184:Early labor:-0.094
Maternal Procedure History:86580-postPregnancy:-0.089
Newborn Diagnosis:9ccs200:Oth skin dx:-0.081
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.080
Maternal Lab History: HCG-otherPregnancy:-0.079
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.073
Maternal Lab History: HERPES II IgG-otherPregnancy:0.072
Vital: BMI Percentile-gain0to24 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.114
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.087
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.081
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074
Diagnosis:9ccs58:Ot nutrit dx:0.073
Maternal Lab History: FASTING-postPregnancy:0.073
Diagnosis:9ccs215:gu cong anom:0.072
Diagnosis:9ccs240:Burns:-0.071
Diagnosis:9ccs250:Nausea/vomit:-0.069
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.066
Vital: BMI Percentile-gain16to24 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 241 | OR_unadj: 1.517 [0.978 2.352] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.114
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.087
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.081
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.074
Diagnosis:9ccs58:Ot nutrit dx:0.073
Maternal Lab History: FASTING-postPregnancy:0.073
Diagnosis:9ccs215:gu cong anom:0.072
Diagnosis:9ccs240:Burns:-0.071
Diagnosis:9ccs250:Nausea/vomit:-0.069
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.066
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.538
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Lab:294203 BILIRUBIN TOTAL - LMC:0.191
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.112
Maternal Lab History: URINE CULTURE-postPregnancy:0.102
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.097
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.096
Maternal Lab History: URINE CULTURE-otherPregnancy:0.094
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.093
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.088
Vital: Wt for Len Percentile-avg3to5 | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 228 | OR_unadj: 1.556 [0.962 2.517] | indivs AUC:0.542
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.124
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.119
Maternal Procedure History:90663-postPregnancy:-0.092
Maternal Procedure History:90470-postPregnancy:-0.089
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.085
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.080
Maternal Lab History: TP PERIOD-postPregnancy:0.078
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.076
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.069
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.069
Vital: BMI Percentile-latest | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 258 | OR_unadj: 1.431 [0.924 2.214] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.114
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.086
Diagnosis:9ccs58:Ot nutrit dx:0.081
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.076
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.072
Maternal Lab History: FASTING-postPregnancy:0.071
Diagnosis:9ccs215:gu cong anom:0.070
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.069
Diagnosis:9ccs137:Mouth dx:-0.069
Diagnosis:9ccs240:Burns:-0.068
Vital: Wt Percentile-avg0to1 | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 305 | OR_unadj: 0.948 [0.596 1.507] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.119
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.111
Maternal Diagnosis:9ccs184:Early labor:-0.109
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.105
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.099
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.097
Newborn Diagnosis:9ccs219:Low birth wt:-0.097
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.096
Diagnosis:9ccs74:Ot mentl cnd | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.517
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs95:Oth nerv dx:0.195
Diagnosis:9ccs113:Late eff CVD:0.180
Number of Visits:0.131
Newborn Diagnosis:9ccs219:Low birth wt:0.126
Diagnosis:9ccs159:UTI:0.115
Diagnosis:9ccs94:Other ear dx:0.111
Diagnosis:9ccs58:Ot nutrit dx:0.102
Diagnosis:9ccs238:Complic proc:0.100
Diagnosis:9ccs217:Ot cong anom:0.099
Diagnosis:9ccs253:Allergy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.465
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs255:Social admin:0.212
Diagnosis:9ccs200:Oth skin dx:0.201
Number of Visits:0.180
Diagnosis:9ccs10:Immuniz/scrn:0.179
Diagnosis:9ccs4:Mycoses:0.177
Diagnosis:9ccs126:Ot up rsp in:0.157
Diagnosis:9ccs257:Ot aftercare:0.157
Diagnosis:9ccs7:Viral infect:0.155
Diagnosis:9ccs239:Superfic inj:0.139
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.491
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:295669 BILIRUBIN DIRECT - LMC:0.191
Diagnosis:9ccs222:Perint jaund:-0.151
Diagnosis:9ccs151:Oth liver dx:-0.128
Diagnosis:9ccs58:Ot nutrit dx:0.092
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.084
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.084
Diagnosis:9ccs234:Crush injury:-0.080
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.075
Maternal Procedure History:90471-postPregnancy:0.073
Vital: Temp-otherPregnancy | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 122 | OR_unadj: 1.356 [0.745 2.467] | indivs AUC:0.492
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.459
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.457
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.450
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.449
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.403
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.402
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.342
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.339
Diagnosis:9ccs138:Esophgeal dx | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.126
Diagnosis:9ccs89:Blindness:0.117
Diagnosis:9ccs238:Complic proc:0.112
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.111
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.108
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.106
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.105
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.100
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.099
Diagnosis:9ccs136:Teeth dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs258:Other screen:0.143
Diagnosis:9ccs7:Viral infect:0.130
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs140:Gastritis:0.096
Number of Visits:0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs197:Skin infectn:0.088
Maternal Lab History: ALT-otherPregnancy:0.084
Diagnosis:9ccs126:Ot up rsp in:0.082
Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.475
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.998
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.947
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.945
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.930
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.928
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.779
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.776
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.722
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.722
Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.471
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.458
Diagnosis:9ccs126:Ot up rsp in:0.355
Number of Visits:0.240
Diagnosis:9ccs253:Allergy:0.212
Diagnosis:9ccs92:Otitis media:0.192
Diagnosis:9ccs257:Ot aftercare:0.190
Diagnosis:9ccs7:Viral infect:0.187
Diagnosis:9ccs90:Eye infectn:0.125
Diagnosis:9ccs125:Bronchitis:0.124
* Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.523
Correlated most with:
Census:Percent; Estimate; Percent high school graduate or higher-birth:1.000
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.933
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.931
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.914
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.778
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.776
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.759
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.757
Vital: Wt for Len Percentile-gain1to5 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 223 | OR_unadj: 1.424 [0.856 2.368] | indivs AUC:0.536
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.113
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.102
Newborn Diagnosis:9ccs221:Resp distres:-0.094
Newborn Diagnosis:9ccs253:Allergy:-0.084
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.080
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.074
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.070
Maternal Lab History: TP PERIOD-postPregnancy:0.070
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.069
Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.467
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.259
Diagnosis:9ccs91:Other eye dx:0.181
Diagnosis:9ccs47:Ot bnign neo:0.154
Diagnosis:9ccs95:Oth nerv dx:0.112
Diagnosis:9ccs257:Ot aftercare:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs216:Nerv cong an:0.101
Diagnosis:9ccs74:Ot mentl cnd:0.099
Diagnosis:9ccs51:Ot endo dsor:0.099
Diagnosis:9ccs151:Oth liver dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.128
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.113
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.099
Diagnosis:9ccs224:Ot perint dx:0.092
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.091
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.087
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.476
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs128:Asthma:0.241
Diagnosis:9ccs92:Otitis media:0.228
Diagnosis:9ccs257:Ot aftercare:0.216
Number of Visits:0.180
Diagnosis:9ccs126:Ot up rsp in:0.165
Diagnosis:9ccs122:Pneumonia:0.164
Diagnosis:9ccs7:Viral infect:0.159
Diagnosis:9ccs133:Oth low resp:0.156
Diagnosis:9ccs135:Intest infct:0.131
Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs255:Social admin:0.355
Diagnosis:9ccs92:Otitis media:0.337
Diagnosis:9ccs10:Immuniz/scrn:0.312
Number of Visits:0.312
Diagnosis:9ccs7:Viral infect:0.236
Diagnosis:9ccs257:Ot aftercare:0.228
Diagnosis:9ccs90:Eye infectn:0.191
Diagnosis:9ccs135:Intest infct:0.190
Diagnosis:9ccs133:Oth low resp:0.167
Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.146
Diagnosis:9ccs200:Oth skin dx:0.140
Number of Visits:0.133
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.133
Diagnosis:9ccs239:Superfic inj:0.120
Diagnosis:9ccs155:Other GI dx:0.112
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.111
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.105
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.105
Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.406
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Number of Visits:0.306
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs10:Immuniz/scrn:0.207
Diagnosis:9ccs90:Eye infectn:0.205
Diagnosis:9ccs255:Social admin:0.187
Diagnosis:9ccs133:Oth low resp:0.182
Diagnosis:9ccs92:Otitis media:0.174
Diagnosis:9ccs257:Ot aftercare:0.169
Diagnosis:9ccs125:Bronchitis:0.159
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.482
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.587
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.586
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.582
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.581
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.482
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.481
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.475
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.474
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.503
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.933
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.931
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.720
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.709
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.708
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.688
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.686
Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.466
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.246
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs7:Viral infect:0.153
Diagnosis:9ccs126:Ot up rsp in:0.144
Diagnosis:9ccs239:Superfic inj:0.136
Diagnosis:9ccs10:Immuniz/scrn:0.130
Diagnosis:9ccs250:Nausea/vomit:0.124
Diagnosis:9ccs133:Oth low resp:0.116
Diagnosis:9ccs91:Other eye dx:0.113
Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: HERPES II IgG-postPregnancy:0.102
Maternal Lab History: FERRITIN-postPregnancy:0.085
Maternal Lab History: UIBC-postPregnancy:-0.082
Maternal Lab History: POTASSIUM-postPregnancy:0.081
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.077
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.077
Maternal Procedure History:90471-otherPregnancy:0.073
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.072
Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.756
Newborn Diagnosis:9ccs95:Oth nerv dx:0.150
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.140
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.135
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.114
Maternal Lab History: FASTING-postPregnancy:0.113
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.107
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.107
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.104
Diagnosis:9ccs92:Otitis media | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.471
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.337
Number of Visits:0.296
Diagnosis:9ccs90:Eye infectn:0.231
Diagnosis:9ccs125:Bronchitis:0.228
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs255:Social admin:0.192
Diagnosis:9ccs10:Immuniz/scrn:0.191
Diagnosis:9ccs135:Intest infct:0.183
Diagnosis:9ccs7:Viral infect:0.174
Diagnosis:9ccs113:Late eff CVD | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.180
Diagnosis:9ccs94:Other ear dx:0.141
Maternal Procedure History:97001-postPregnancy:0.141
Number of Visits:0.138
Diagnosis:9ccs83:Epilepsy/cnv:0.113
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.098
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.087
Maternal Diagnosis:9ccs69:Affective dx:0.087
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.083
Diagnosis:9ccs197:Skin infectn | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs136:Teeth dx:0.088
Diagnosis:9ccs137:Mouth dx:0.083
Diagnosis:9ccs239:Superfic inj:0.080
Diagnosis:9ccs2:Septicemia:0.079
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.079
Diagnosis:9ccs90:Eye infectn:0.077
Diagnosis:9ccs255:Social admin:0.075
Diagnosis:9ccs7:Viral infect:0.074
Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.525
Diagnosis:9ccs117:Ot circul dx:0.230
Newborn Diagnosis:9ccs96:Hrt valve dx:0.220
Newborn Diagnosis:9ccs213:Cardiac anom:0.181
Maternal Procedure History:96372-otherPregnancy:0.107
Diagnosis:9ccs259:Unclassified:0.096
Diagnosis:9ccs10:Immuniz/scrn:0.090
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.090
Diagnosis:9ccs257:Ot aftercare:0.088
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Maternal Lab History: GFR in African American-postPregnancy:-0.152
Maternal Lab History: GFR Calculation-postPregnancy:-0.152
Diagnosis:9ccs136:Teeth dx:0.143
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.142
Maternal Lab History: MONOCYTE-otherPregnancy:0.120
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.104
Maternal Lab History: MONOCYTE-postPregnancy:0.103
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.097
Diagnosis:9ccs239:Superfic inj:0.096
Diagnosis:9ccs122:Pneumonia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.211
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.164
Diagnosis:9ccs133:Oth low resp:0.161
Diagnosis:9ccs127:COPD:0.147
Diagnosis:9ccs92:Otitis media:0.145
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.111
Diagnosis:9ccs59:Anemia:0.103
Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs153:GI hemorrhag:0.188
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.164
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.161
Maternal Lab History: A/G-postPregnancy:0.113
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.110
Maternal Lab History: GLOBULIN-postPregnancy:-0.107
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.100
Diagnosis:9ccs155:Other GI dx:0.099
Maternal Diagnosis:9ccs49:DiabMel no c:0.093
Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.465
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs61:Sickle cell:0.111
Diagnosis:9ccs96:Hrt valve dx:0.096
Diagnosis:9ccs242:Poisn ot med:0.093
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.089
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.085
Maternal Diagnosis:9ccs61:Sickle cell:0.078
Diagnosis:9ccs134:Ot uppr resp:0.077
Diagnosis:9ccs55:Fluid/elc dx:0.076
Diagnosis:9ccs250:Nausea/vomit:0.075
Vital: HC Percentile-latest | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.169
Lab:323825 STREP SCREEN THROAT - Sunrise:0.122
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.099
Maternal Lab History: GFR in African American-otherPregnancy:0.086
Maternal Lab History: GFR Calculation-otherPregnancy:0.086
Maternal Lab History: HEMATOCRIT-postPregnancy:0.080
Maternal Diagnosis:9ccs60:Acut p-h anm:0.079
Maternal Procedure History:97014-postPregnancy:-0.074
Maternal Lab History: RBC-postPregnancy:0.070
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.069
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.476
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.284
Diagnosis:9ccs217:Ot cong anom:0.181
Diagnosis:9ccs155:Other GI dx:0.113
Diagnosis:9ccs90:Eye infectn:0.101
Number of Visits:0.095
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.093
Diagnosis:9ccs10:Immuniz/scrn:0.086
Diagnosis:9ccs253:Allergy:0.080
Diagnosis:9ccs239:Superfic inj:0.079
* Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.470
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.151
Newborn Diagnosis:9ccs222:Perint jaund:0.115
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Diagnosis:9ccs155:Other GI dx:0.090
Diagnosis:9ccs257:Ot aftercare:0.087
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.082
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.078
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Diagnosis:9ccs217:Ot cong anom:0.154
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.143
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.115
Diagnosis:9ccs123:Influenza:0.115
Maternal Lab History: NT MoM-postPregnancy:-0.114
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.108
Maternal Procedure History:87880-postPregnancy:0.107
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.104
Maternal Lab History: TP VOLUME-postPregnancy:-0.100
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.527
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Number of Visits:0.138
Diagnosis:9ccs74:Ot mentl cnd:0.102
Lab:294203 BILIRUBIN TOTAL - LMC:0.092
Diagnosis:9ccs256:Exam/eval:0.090
Diagnosis:9ccs253:Allergy:0.088
Diagnosis:9ccs155:Other GI dx:0.087
Diagnosis:9ccs134:Ot uppr resp:0.085
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.081
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.079
Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Diagnosis:9ccs128:Asthma:0.220
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.182
Diagnosis:9ccs126:Ot up rsp in:0.167
Diagnosis:9ccs127:COPD:0.166
Diagnosis:9ccs122:Pneumonia:0.161
Diagnosis:9ccs125:Bronchitis:0.156
Diagnosis:9ccs257:Ot aftercare:0.147
Diagnosis:9ccs256:Exam/eval:0.146
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.509
Correlated most with:
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:1.000
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.731
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.730
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.656
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.636
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.635
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.609
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.607
Diagnosis:9ccs59:Anemia | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.105
Diagnosis:9ccs122:Pneumonia:0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.096
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.096
Diagnosis:9ccs159:UTI:0.096
Diagnosis:9ccs243:Poisn nonmed:0.091
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs10:Immuniz/scrn:0.088
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.512
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.998
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:-0.466
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.380
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest:-0.267
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.218
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.217
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs155:Other GI dx:0.124
Number of Visits:0.122
Diagnosis:9ccs141:Ot dx stomch:0.120
Diagnosis:9ccs200:Oth skin dx:0.100
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.096
Diagnosis:9ccs135:Intest infct:0.090
Diagnosis:9ccs138:Esophgeal dx:0.090
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.088
Diagnosis:9ccs90:Eye infectn:0.087
Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.466
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs253:Allergy:0.177
Diagnosis:9ccs200:Oth skin dx:0.102
Number of Visits:0.102
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.087
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.086
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.079
Diagnosis:9ccs7:Viral infect:0.077
Diagnosis:9ccs256:Exam/eval:0.076
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.075
Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Number of Visits:0.166
Diagnosis:9ccs113:Late eff CVD:0.141
Diagnosis:9ccs126:Ot up rsp in:0.123
Diagnosis:9ccs74:Ot mentl cnd:0.111
Diagnosis:9ccs155:Other GI dx:0.100
Diagnosis:9ccs257:Ot aftercare:0.099
Diagnosis:9ccs135:Intest infct:0.095
Diagnosis:9ccs239:Superfic inj:0.090
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.087
Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.477
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Diagnosis:9ccs59:Anemia:-0.165
Maternal Lab History: A/G-otherPregnancy:0.156
Maternal Lab History: A/G-postPregnancy:0.141
Maternal Lab History: GLOBULIN-otherPregnancy:-0.138
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.127
Maternal Lab History: GLOBULIN-postPregnancy:-0.121
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.120
Diagnosis:9ccs76:Meningitis:-0.120
Maternal Lab History: URIC ACID-otherPregnancy:-0.118
Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.525
Newborn Diagnosis:9ccs213:Cardiac anom:0.330
Diagnosis:9ccs117:Ot circul dx:0.310
Newborn Diagnosis:9ccs96:Hrt valve dx:0.280
Maternal Procedure History:97140-postPregnancy:0.123
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.123
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.120
Maternal Diagnosis:9ccs6:Hepatitis:0.102
Maternal Diagnosis:9ccs163:Other GU dx:0.102
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs7:Viral infect:0.127
Number of Visits:0.109
Diagnosis:9ccs92:Otitis media:0.103
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.090
Maternal Lab History: GLOBULIN-otherPregnancy:0.089
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.083
Diagnosis:9ccs197:Skin infectn:0.083
Diagnosis:9ccs136:Teeth dx:0.078
Diagnosis:9ccs126:Ot up rsp in:0.077
Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs200:Oth skin dx:0.104
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.090
Diagnosis:9ccs94:Other ear dx:0.084
Diagnosis:9ccs133:Oth low resp:0.084
Diagnosis:9ccs211:Ot conn tiss:0.081
Diagnosis:9ccs61:Sickle cell:0.075
Diagnosis:9ccs257:Ot aftercare:0.075
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.075
Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Diagnosis:9ccs63:Wht blood dx:0.121
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.120
Maternal Procedure History:90746-postPregnancy:0.119
Diagnosis:9ccs208:Acq foot def:0.101
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.101
Diagnosis:9ccs51:Ot endo dsor:0.095
Diagnosis:9ccs212:Ot bone dx:0.095
Maternal Procedure History:86580-postPregnancy:0.090
Maternal Lab History: HCG-otherPregnancy:0.090
Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.544
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.150
Number of Visits:0.143
Diagnosis:9ccs133:Oth low resp:0.134
Diagnosis:9ccs126:Ot up rsp in:0.114
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.096
Diagnosis:9ccs90:Eye infectn:0.095
Diagnosis:9ccs123:Influenza:0.093
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.087
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.492
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Diagnosis:9ccs168:PID:0.178
Maternal Lab History: A/G-otherPregnancy:-0.166
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.154
Maternal Lab History: GLOBULIN-otherPregnancy:0.141
Diagnosis:9ccs205:Back problem:0.140
Maternal Lab History: AST (SGOT)-otherPregnancy:0.131
Maternal Procedure History:86703-postPregnancy:0.116
Maternal Diagnosis:9ccs69:Affective dx:0.111
Diagnosis:9ccs219:Low birth wt:0.110
Diagnosis:9ccs135:Intest infct | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.206
Diagnosis:9ccs126:Ot up rsp in:0.190
Diagnosis:9ccs92:Otitis media:0.183
Diagnosis:9ccs7:Viral infect:0.156
Diagnosis:9ccs10:Immuniz/scrn:0.147
Diagnosis:9ccs125:Bronchitis:0.131
Diagnosis:9ccs253:Allergy:0.129
Diagnosis:9ccs255:Social admin:0.124
Diagnosis:9ccs257:Ot aftercare:0.120
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Number of Visits:0.143
Diagnosis:9ccs253:Allergy:0.139
Diagnosis:9ccs200:Oth skin dx:0.138
Diagnosis:9ccs155:Other GI dx:0.136
Diagnosis:9ccs256:Exam/eval:0.120
Diagnosis:9ccs126:Ot up rsp in:0.114
Diagnosis:9ccs133:Oth low resp:0.112
Diagnosis:9ccs7:Viral infect:0.107
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.106
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: PT-postPregnancy:0.129
Maternal Lab History: AMYLASE-postPregnancy:-0.120
Newborn Diagnosis:9ccs0:No DX:0.119
Newborn Diagnosis:9ccs95:Oth nerv dx:0.116
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.111
Maternal Lab History: INR-postPregnancy:0.104
Diagnosis:9ccs238:Complic proc:0.102
Diagnosis:9ccs216:Nerv cong an:0.092
Diagnosis:9ccs250:Nausea/vomit:0.085
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.080
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Diagnosis:9ccs133:Oth low resp:0.166
Number of Visits:0.148
Diagnosis:9ccs122:Pneumonia:0.147
Diagnosis:9ccs240:Burns:0.117
Diagnosis:9ccs125:Bronchitis:0.115
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.115
Maternal Lab History: POLYS-otherPregnancy:-0.111
Diagnosis:9ccs128:Asthma:0.109
Diagnosis:9ccs126:Ot up rsp in:0.108
Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.517
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:1.000
Diagnosis:9ccs243:Poisn nonmed:-0.414
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.180
Maternal Lab History: TP PERIOD-postPregnancy:-0.180
Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.173
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.120
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:-0.120
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.120
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.116
Diagnosis:9ccs204:Ot joint dx:0.103
Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs125:Bronchitis:0.241
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs122:Pneumonia:0.211
Number of Visits:0.184
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs126:Ot up rsp in:0.130
Diagnosis:9ccs7:Viral infect:0.112
Diagnosis:9ccs127:COPD:0.109
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.143
Maternal Lab History: TP VOLUME-otherPregnancy:0.135
Maternal Lab History: 3 HOUR-postPregnancy:0.132
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.123
Lab:292495 LEAD LEVEL - Sunrise:-0.097
Diagnosis:9ccs127:COPD:0.097
Diagnosis:9ccs92:Otitis media:0.094
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.084
Maternal Lab History: INR-postPregnancy:0.080
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.400
Diagnosis:9ccs159:UTI:0.240
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.172
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.139
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.134
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.133
Diagnosis:9ccs95:Oth nerv dx:0.098
Diagnosis:9ccs74:Ot mentl cnd:0.096
Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.435
Newborn Diagnosis:9ccs219:Low birth wt:0.413
Newborn Diagnosis:9ccs256:Exam/eval:0.187
Maternal Procedure History:97001-postPregnancy:0.125
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.123
Newborn Diagnosis:9ccs222:Perint jaund:0.119
Diagnosis:9ccs224:Ot perint dx:0.110
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.109
Diagnosis:9ccs140:Gastritis:0.095
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.517
Correlated most with:
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:1.000
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest:0.999
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:-0.466
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:-0.465
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.360
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.360
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:0.255
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:0.254
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.241
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.239
Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Maternal Procedure History:87880-postPregnancy:0.167
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.121
Diagnosis:9ccs47:Ot bnign neo:0.115
Number of Visits:0.112
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.111
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.111
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.103
Maternal Lab History: LIPASE-postPregnancy:-0.099
Maternal Lab History: ALT-postPregnancy:0.098
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.240
Number of Visits:0.160
Diagnosis:9ccs257:Ot aftercare:0.118
Diagnosis:9ccs74:Ot mentl cnd:0.115
Diagnosis:9ccs125:Bronchitis:0.113
Diagnosis:9ccs92:Otitis media:0.106
Diagnosis:9ccs163:Other GU dx:0.106
Diagnosis:9ccs63:Wht blood dx:0.099
Diagnosis:9ccs59:Anemia:0.096
Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs223:Birth trauma:1.000
Newborn Diagnosis:9ccs223:Birth trauma:0.196
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.193
Maternal Lab History: TP PERIOD-postPregnancy:0.151
Maternal Procedure History:S9470-postPregnancy:0.149
Maternal Diagnosis:9ccs188:Pelvic obstr:0.148
Maternal Procedure History:87880-postPregnancy:0.145
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.145
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.128
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.095
Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:1.000
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.192
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.120
Diagnosis:9ccs62:Coag/hemr dx:0.120
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.117
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.109
Maternal Procedure History:36415-postPregnancy:0.100
Diagnosis:9ccs204:Ot joint dx:0.100
Diagnosis:9ccs242:Poisn ot med:0.100
Diagnosis:9ccs175:Ot femal gen:0.100
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206
Maternal Procedure History:99211-otherPregnancy:0.164
Maternal Lab History: 2 HOUR-postPregnancy:0.144
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.127
Maternal Procedure History:97112-postPregnancy:0.126
Maternal Procedure History:97001-postPregnancy:0.096
Maternal Lab History: 3 HOUR-otherPregnancy:0.095
Maternal Lab History: 2 HOUR-otherPregnancy:0.095
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.093
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.501
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:1.000
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.394
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.393
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.391
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.391
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.380
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.379
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.341
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.340
Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs147:Anal/rectal:1.000
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.151
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.148
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.145
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.134
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.121
Maternal Lab History: GAMMA GT-postPregnancy:0.114
Diagnosis:9ccs153:GI hemorrhag:0.113
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.107
Diagnosis:9ccs211:Ot conn tiss:0.102
Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:0.196
Maternal Diagnosis:9ccs49:DiabMel no c:0.121
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.108
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.106
Maternal Lab History: RUBELLA-postPregnancy:-0.103
Diagnosis:9ccs214:GI cong anom:0.093
Diagnosis:9ccs4:Mycoses:0.087
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.082
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.074
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.070
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.284
Diagnosis:9ccs217:Ot cong anom:0.259
Diagnosis:9ccs62:Coag/hemr dx:0.150
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.135
Diagnosis:9ccs138:Esophgeal dx:0.117
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.113
Diagnosis:9ccs212:Ot bone dx:0.090
Diagnosis:9ccs205:Back problem:0.090
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.082
Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.131
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.121
Number of Visits:0.120
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.111
Maternal Lab History: LDH-postPregnancy:0.104
Diagnosis:9ccs163:Other GU dx:0.101
Maternal Diagnosis:9ccs238:Complic proc:0.099
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.096
Maternal Lab History: 1 HOUR-postPregnancy:-0.096
Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.495
Correlated most with:
Diagnosis:10ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.756
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.184
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.141
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.106
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.102
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.102
Maternal Lab History: AFP-otherPregnancy:0.100
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.090
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.089
Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs214:GI cong anom:1.000
Newborn Diagnosis:9ccs0:No DX:0.125
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.125
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.125
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.113
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.113
Maternal Diagnosis:9ccs238:Complic proc:0.113
Maternal Lab History: URINE PROTEIN-postPregnancy:0.109
Maternal Lab History: HCG-postPregnancy:0.108
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.104
Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs212:Ot bone dx:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.125
Diagnosis:9ccs209:Ot acq defor:0.095
Diagnosis:9ccs89:Blindness:0.090
Diagnosis:9ccs51:Ot endo dsor:0.077
Newborn Diagnosis:9ccs96:Hrt valve dx:0.070
Maternal Diagnosis:9ccs176:Contraceptiv:0.067
Newborn Diagnosis:9ccs222:Perint jaund:0.066
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.066
Newborn Diagnosis:9ccs213:Cardiac anom:0.065
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Diagnosis:9ccs95:Oth nerv dx:0.131
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.112
Maternal Diagnosis:9ccs5:HIV infectn:0.108
Newborn Diagnosis:9ccs219:Low birth wt:0.104
Diagnosis:9ccs219:Low birth wt:0.093
Diagnosis:9ccs215:gu cong anom:0.092
Diagnosis:9ccs63:Wht blood dx:0.091
Maternal Lab History: PTT-otherPregnancy:0.091
Maternal Diagnosis:9ccs184:Early labor:0.091
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.195
Diagnosis:9ccs143:Abdom hernia:0.131
Diagnosis:9ccs208:Acq foot def:0.129
Diagnosis:9ccs217:Ot cong anom:0.112
Newborn Diagnosis:9ccs200:Oth skin dx:0.108
Maternal Procedure History:90658-postPregnancy:0.102
Maternal Procedure History:87880-postPregnancy:0.101
Maternal Diagnosis:9ccs46:Bnign ut neo:0.100
Diagnosis:9ccs216:Nerv cong an:0.100
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:-0.137
Diagnosis:9ccs242:Poisn ot med:-0.137
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.128
Diagnosis:9ccs251:Abdomnl pain:-0.100
Diagnosis:9ccs167:Breast dx:-0.097
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.088
Newborn Diagnosis:9ccs213:Cardiac anom:0.085
Maternal Lab History: eGFR-postPregnancy:-0.081
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.078
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.077
Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs3:Oth bact inf:1.000
Maternal Lab History: eGFR-postPregnancy:-0.109
Maternal Lab History: COLONY COUNT-otherPregnancy:0.107
Maternal Lab History: RUBELLA-otherPregnancy:0.106
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.100
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.097
Maternal Procedure History:99401-otherPregnancy:0.090
Maternal Lab History: EOSINOPHIL-postPregnancy:0.088
Maternal Lab History: MUMPS IGG-postPregnancy:-0.087
Diagnosis:9ccs159:UTI:0.085
Vital: BP-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.104
Maternal Diagnosis:9ccs159:UTI-postPregnancy:-0.083
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.083
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.073
Diagnosis:9ccs96:Hrt valve dx:-0.068
Diagnosis:9ccs59:Anemia:0.066
Maternal Diagnosis:9ccs59:Anemia:-0.061
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.058
Maternal Diagnosis:9ccs186:DM in preg:-0.055
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.048
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.189
Diagnosis:9ccs204:Ot joint dx:0.163
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.142
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.134
Diagnosis:9ccs208:Acq foot def:0.127
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.127
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.119
Maternal Procedure History:87880-postPregnancy:0.116
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.111
Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:1.000
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.487
Maternal Lab History: GFR in African American-otherPregnancy:0.424
Maternal Lab History: GFR Calculation-otherPregnancy:0.423
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.259
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.230
Maternal Lab History: HCG-otherPregnancy:-0.224
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.216
Maternal Lab History: HERPES II IgG-otherPregnancy:0.215
Diagnosis:9ccs76:Meningitis:0.208
Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.502
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:1.000
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:0.997
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.914
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.912
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.721
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.719
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.713
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.711
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:0.709
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:0.708
Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:1.000
Diagnosis:9ccs83:Epilepsy/cnv:0.193
Diagnosis:9ccs51:Ot endo dsor:0.113
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.109
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Diagnosis:9ccs167:Breast dx:0.104
Maternal Diagnosis:9ccs182:Hemorr preg:0.083
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.083
Diagnosis:9ccs247:Lymph enlarg:0.075
Diagnosis:9ccs7:Viral infect:0.070
Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs64:Ot hematl dx:1.000
Diagnosis:9ccs61:Sickle cell:0.232
Maternal Lab History: FASTING-postPregnancy:0.227
Maternal Lab History: 1 HOUR-otherPregnancy:0.197
Maternal Lab History: 1/2 HOUR-postPregnancy:0.168
Maternal Lab History: URINE KETONES-otherPregnancy:0.166
Maternal Lab History: FASTING-otherPregnancy:0.165
Diagnosis:9ccs62:Coag/hemr dx:0.155
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.155
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.155
Vital: Wt for Len Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.489
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):0.133
Newborn Diagnosis:9ccs221:Resp distres:0.095
Newborn Diagnosis:9ccs253:Allergy:0.085
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.082
Diagnosis:9ccs239:Superfic inj:-0.068
Diagnosis:9ccs215:gu cong anom:0.067
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.065
Diagnosis:9ccs197:Skin infectn:-0.065
Maternal Diagnosis:9ccs106:Dysrhythmia:0.056
Diagnosis:9ccs90:Eye infectn:0.046
* Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.121
Maternal Procedure History:J7300-postPregnancy:0.113
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.099
Maternal Procedure History:58300-postPregnancy:0.098
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.093
Maternal Procedure History:81025-otherPregnancy:0.087
Lab:295669 BILIRUBIN DIRECT - LMC:-0.085
Diagnosis:9ccs238:Complic proc:0.084
Maternal Lab History: Varicella IgG-postPregnancy:-0.081
Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs61:Sickle cell:1.000
Diagnosis:9ccs64:Ot hematl dx:0.232
Maternal Diagnosis:9ccs61:Sickle cell:0.218
Maternal Diagnosis:9ccs172:Ovarian cyst:0.146
Maternal Diagnosis:9ccs46:Bnign ut neo:0.113
Diagnosis:9ccs259:Unclassified:0.111
Newborn Diagnosis:9ccs256:Exam/eval:0.082
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs198:Ot infl skin:0.075
Lab:295669 BILIRUBIN DIRECT - LMC:0.070
Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs8:Oth infectns:1.000
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.114
Maternal Lab History: eGFR-postPregnancy:0.114
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.113
Maternal Lab History: UIBC-postPregnancy:0.105
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.095
Maternal Lab History: HCG-otherPregnancy:0.088
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.087
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.085
Diagnosis:9ccs253:Allergy:0.085
Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.513
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.296
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.278
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.277
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.270
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.269
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.250
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.249
Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:1.000
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.998
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.947
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.944
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.930
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.928
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.778
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.776
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.721
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.721
Vital: Wt for Len Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.071
Newborn Diagnosis:9ccs221:Resp distres:0.068
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.064
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.062
Newborn Diagnosis:9ccs253:Allergy:0.060
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.058
Diagnosis:9ccs256:Exam/eval:-0.058
Diagnosis:9ccs258:Other screen:-0.057
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.052
Maternal Lab History: HCG-postPregnancy:0.050
Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs48:Thyroid dsor:0.193
Diagnosis:9ccs113:Late eff CVD:0.113
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.104
Maternal Diagnosis:9ccs69:Affective dx:0.104
Maternal Diagnosis:9ccs91:Other eye dx:0.104
Diagnosis:9ccs238:Complic proc:0.104
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.100
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.094
Diagnosis:9ccs2:Septicemia:0.094
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Diagnosis:9ccs154:Gastroent:0.188
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.161
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155
Maternal Lab History: GFR Calculation-otherPregnancy:-0.139
Maternal Lab History: GFR in African American-otherPregnancy:-0.139
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.134
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.133
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.128
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.515
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.999
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.696
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.694
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.655
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.654
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.635
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.634
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.351
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.350
Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.145
Maternal Procedure History:97014-postPregnancy:0.127
Maternal Lab History: AFP-otherPregnancy:0.112
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.103
Maternal Lab History: PT-postPregnancy:-0.093
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.093
Newborn Diagnosis:9ccs0:No DX:-0.088
Maternal Procedure History:97110-postPregnancy:0.087
Maternal Lab History: AMYLASE-postPregnancy:0.086
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.085
Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:97014-postPregnancy:-0.193
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.156
Maternal Procedure History:97110-postPregnancy:-0.133
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.128
Newborn Diagnosis:9ccs95:Oth nerv dx:0.127
Maternal Diagnosis:9ccs172:Ovarian cyst:0.127
Maternal Lab History: AFP-otherPregnancy:-0.109
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.101
Diagnosis:9ccs216:Nerv cong an:0.100
Maternal Lab History: GLUCOSE-postPregnancy:-0.099
Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Lab:292495 LEAD LEVEL - Sunrise:-0.414
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.213
Maternal Lab History: TP PERIOD-postPregnancy:0.213
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.205
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.138
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.138
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.138
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.137
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.125
Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.502
Correlated most with:
Maternal Procedure History:97014-postPregnancy:0.154
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.129
Diagnosis:9ccs3:Oth bact inf:0.124
Diagnosis:9ccs163:Other GU dx:0.114
Maternal Procedure History:97110-postPregnancy:0.106
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.101
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.101
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.089
Diagnosis:9ccs238:Complic proc:-0.084
Diagnosis:9ccs216:Nerv cong an:-0.080
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.176
Maternal Lab History: FREE T-4-postPregnancy:0.148
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.131
Diagnosis:9ccs95:Oth nerv dx:0.129
Diagnosis:9ccs211:Ot conn tiss:0.127
Maternal Lab History: URIC ACID-postPregnancy:-0.125
Maternal Lab History: GFR Calculation-postPregnancy:-0.119
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.119
Maternal Lab History: GFR in African American-postPregnancy:-0.118
Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs163:Other GU dx:1.000
Diagnosis:9ccs168:PID:0.200
Diagnosis:9ccs215:gu cong anom:0.137
Diagnosis:9ccs159:UTI:0.106
Diagnosis:9ccs242:Poisn ot med:0.104
Diagnosis:9ccs175:Ot femal gen:0.104
Diagnosis:9ccs244:Other injury:0.101
Diagnosis:9ccs224:Ot perint dx:0.101
Diagnosis:9ccs243:Poisn nonmed:0.085
Diagnosis:9ccs205:Back problem:0.077
Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.506
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.991
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.521
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.520
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.495
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.493
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.475
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.474
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth:-0.397
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest:-0.397
Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:1.000
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.319
Diagnosis:9ccs242:Poisn ot med:0.283
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.213
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.200
Diagnosis:9ccs211:Ot conn tiss:0.163
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.151
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.151
Lab:292495 LEAD LEVEL - Sunrise:0.103
Diagnosis:9ccs251:Abdomnl pain:0.100
Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs238:Complic proc:-0.304
Maternal Lab History: eGFR-postPregnancy:-0.156
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.151
Diagnosis:9ccs3:Oth bact inf:0.144
Maternal Lab History: MUMPS IGG-postPregnancy:-0.124
Maternal Diagnosis:9ccs49:DiabMel no c:-0.121
Diagnosis:9ccs95:Oth nerv dx:-0.106
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.100
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.100
Diagnosis:9ccs143:Abdom hernia:-0.099
Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:-0.148
Diagnosis:9ccs242:Poisn ot med:-0.148
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.126
Diagnosis:9ccs3:Oth bact inf:-0.121
Diagnosis:9ccs251:Abdomnl pain:-0.109
Newborn Diagnosis:9ccs95:Oth nerv dx:0.106
Diagnosis:9ccs167:Breast dx:-0.105
Diagnosis:9ccs238:Complic proc:0.096
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.087
Diagnosis:9ccs216:Nerv cong an:0.084
Vital: BP-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2:Septicemia:-0.124
Maternal Diagnosis:9ccs62:Coag/hemr dx:-0.124
Diagnosis:9ccs159:UTI:0.085
Diagnosis:9ccs58:Ot nutrit dx:0.083
Diagnosis:9ccs224:Ot perint dx:-0.082
Diagnosis:9ccs83:Epilepsy/cnv:-0.074
Diagnosis:9ccs208:Acq foot def:0.068
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.068
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.068
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.058
Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:1.000
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.168
Newborn Diagnosis:9ccs95:Oth nerv dx:0.155
Maternal Diagnosis:9ccs5:HIV infectn:0.141
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.136
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.120
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.113
Maternal Lab History: MONOCYTE-otherPregnancy:-0.113
Maternal Lab History: GLUCOSE-otherPregnancy:-0.113
Diagnosis:9ccs208:Acq foot def:0.102
Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs240:Burns:1.000
Maternal Procedure History:58300-postPregnancy:0.135
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.125
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.119
Diagnosis:9ccs127:COPD:0.117
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.116
Diagnosis:9ccs2:Septicemia:0.113
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.113
Maternal Procedure History:97112-postPregnancy:0.113
Maternal Procedure History:96372-postPregnancy:0.108
Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.508
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.999
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.930
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.928
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:0.769
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.767
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.706
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.704
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth:-0.664
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest:-0.663
Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:0.133
Diagnosis:9ccs242:Poisn ot med:0.133
Maternal Procedure History:86703-postPregnancy:0.114
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.100
Diagnosis:9ccs251:Abdomnl pain:0.098
Diagnosis:9ccs167:Breast dx:0.094
Diagnosis:9ccs238:Complic proc:-0.090
Maternal Lab History: MAGNESIUM-postPregnancy:0.089
Maternal Lab History: PTT-postPregnancy:-0.087
Diagnosis:9ccs153:GI hemorrhag:0.086
Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.292
Maternal Procedure History:97014-postPregnancy:-0.111
Diagnosis:9ccs138:Esophgeal dx:-0.108
Diagnosis:9ccs250:Nausea/vomit:-0.100
Diagnosis:9ccs74:Ot mentl cnd:-0.082
Maternal Procedure History:97110-postPregnancy:-0.076
Diagnosis:9ccs133:Oth low resp:-0.071
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.069
Newborn Diagnosis:9ccs222:Perint jaund:-0.068
Diagnosis:9ccs198:Ot infl skin:-0.066
Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs205:Back problem:1.000
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.223
Maternal Lab History: APF MoM-otherPregnancy:0.213
Maternal Lab History: INHMOM-otherPregnancy:0.210
Diagnosis:9ccs168:PID:0.200
Maternal Lab History: PAPP-A-postPregnancy:0.158
Maternal Lab History: PAPP-A-otherPregnancy:0.146
Diagnosis:9ccs224:Ot perint dx:0.140
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.125
Maternal Diagnosis:9ccs69:Affective dx:0.125
Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.245
Maternal Diagnosis:9ccs46:Bnign ut neo:0.171
Newborn Diagnosis:9ccs253:Allergy:0.152
Diagnosis:9ccs163:Other GU dx:0.137
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.107
Maternal Diagnosis:9ccs5:HIV infectn:0.097
Diagnosis:9ccs2:Septicemia:0.097
Maternal Diagnosis:9ccs238:Complic proc:0.097
Diagnosis:9ccs143:Abdom hernia:0.092
Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs167:Breast dx:1.000
Maternal Lab History: HCG-postPregnancy:0.127
Maternal Lab History: Varicella IgG-postPregnancy:-0.108
Maternal Diagnosis:9ccs163:Other GU dx:0.104
Diagnosis:9ccs48:Thyroid dsor:0.104
Maternal Diagnosis:9ccs5:HIV infectn:0.104
Maternal Lab History: AST-otherPregnancy:0.100
Maternal Lab History: INHMOM-postPregnancy:0.098
Diagnosis:9ccs204:Ot joint dx:0.096
Diagnosis:9ccs242:Poisn ot med:0.096
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.496
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:0.997
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:0.947
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:0.945
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:0.769
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:0.768
Census:Percent; Estimate; Percent high school graduate or higher-birth:0.759
Census:Percent; Estimate; Percent high school graduate or higher-latest:0.757
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.713
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.711
Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs238:Complic proc:-0.367
Diagnosis:9ccs204:Ot joint dx:0.161
Diagnosis:9ccs242:Poisn ot med:0.161
Maternal Diagnosis:9ccs49:DiabMel no c:-0.146
Diagnosis:9ccs95:Oth nerv dx:-0.128
Diagnosis:9ccs143:Abdom hernia:-0.119
Diagnosis:9ccs251:Abdomnl pain:0.118
Diagnosis:9ccs167:Breast dx:0.114
Newborn Diagnosis:9ccs94:Other ear dx:0.111
Diagnosis:9ccs138:Esophgeal dx:-0.111
Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs168:PID:1.000
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.273
Diagnosis:9ccs205:Back problem:0.200
Diagnosis:9ccs163:Other GU dx:0.200
Diagnosis:9ccs224:Ot perint dx:0.178
Maternal Diagnosis:9ccs138:Esophgeal dx:0.155
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.141
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.121
Diagnosis:9ccs63:Wht blood dx:0.121
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs51:Ot endo dsor:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.262
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.172
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.141
Maternal Lab History: LDL-otherPregnancy:-0.134
Maternal Lab History: INR-otherPregnancy:0.132
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.125
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.113
Diagnosis:9ccs48:Thyroid dsor:0.113
Maternal Lab History: PTT-otherPregnancy:0.111
Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.508
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest:0.999
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.277
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.276
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.188
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.188
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth:0.164
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest:0.164
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth:-0.153
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest:-0.153
Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs76:Meningitis:1.000
Maternal Lab History: A/G-otherPregnancy:-0.318
Maternal Lab History: GLOBULIN-otherPregnancy:0.242
Maternal Lab History: A/G-postPregnancy:-0.229
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.226
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.214
Lab:323825 STREP SCREEN THROAT - Sunrise:0.208
Maternal Lab History: URIC ACID-otherPregnancy:0.191
Maternal Lab History: GLOBULIN-postPregnancy:0.188
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.181
* Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:97014-postPregnancy:-0.371
Maternal Procedure History:97110-postPregnancy:-0.256
Maternal Lab History: GLUCOSE-postPregnancy:-0.191
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.139
Maternal Diagnosis:9ccs74:Ot mentl cnd-postPregnancy:0.128
Diagnosis:9ccs216:Nerv cong an:-0.110
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.104
Maternal Lab History: GFR Calculation-postPregnancy:0.104
Maternal Procedure History:86703-postPregnancy:-0.103
Maternal Lab History: GFR in African American-postPregnancy:0.101
Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs140:Gastritis:1.000
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.155
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.122
Maternal Lab History: HERPES II IgG-otherPregnancy:0.121
Maternal Lab History: Varicella IgG-postPregnancy:-0.108
Maternal Procedure History:90471-postPregnancy:0.107
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.105
Maternal Diagnosis:9ccs163:Other GU dx:0.104
Diagnosis:9ccs136:Teeth dx:0.096
Diagnosis:9ccs219:Low birth wt:0.095
Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs2:Septicemia:1.000
Maternal Procedure History:58300-postPregnancy:0.191
Maternal Lab History: FASTING-postPregnancy:-0.169
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.164
Newborn Diagnosis:9ccs215:gu cong anom:0.132
Maternal Lab History: AFP-postPregnancy:0.126
Diagnosis:9ccs240:Burns:0.113
Diagnosis:9ccs215:gu cong anom:0.097
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.094
Diagnosis:9ccs83:Epilepsy/cnv:0.094
Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs55:Fluid/elc dx:1.000
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.129
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.100
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.100
Maternal Procedure History:90656-postPregnancy:0.093
Diagnosis:9ccs204:Ot joint dx:0.092
Diagnosis:9ccs242:Poisn ot med:0.092
Diagnosis:9ccs219:Low birth wt:0.091
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.087
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.085
Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs163:Other GU dx:-0.238
Diagnosis:9ccs219:Low birth wt:-0.163
Maternal Diagnosis:9ccs128:Asthma:-0.132
Diagnosis:9ccs204:Ot joint dx:0.117
Diagnosis:9ccs242:Poisn ot med:0.117
Diagnosis:9ccs224:Ot perint dx:-0.111
Maternal Procedure History:86703-postPregnancy:0.101
Diagnosis:9ccs113:Late eff CVD:-0.092
Diagnosis:9ccs159:UTI:-0.089
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.089
Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs63:Wht blood dx:1.000
Maternal Diagnosis:9ccs138:Esophgeal dx:0.155
Maternal Diagnosis:9ccs182:Hemorr preg:0.148
Diagnosis:9ccs209:Ot acq defor:0.121
Newborn Diagnosis:9ccs221:Resp distres:0.121
Diagnosis:9ccs168:PID:0.121
Diagnosis:9ccs159:UTI:0.099
Maternal Diagnosis:9ccs191:Amnios dx:0.091
Diagnosis:9ccs143:Abdom hernia:0.091
Diagnosis:9ccs161:Ot dx kidney:0.079
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.125
Diagnosis:9ccs250:Nausea/vomit:0.120
Newborn Diagnosis:9ccs215:gu cong anom:0.100
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.090
Diagnosis:9ccs240:Burns:0.085
Maternal Diagnosis:9ccs48:Thyroid dsor:0.082
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.078
Diagnosis:9ccs215:gu cong anom:0.072
Diagnosis:9ccs138:Esophgeal dx:0.072
Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.125
Maternal Lab History: HEMATOCRIT-postPregnancy:0.092
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.087
Maternal Procedure History:97014-postPregnancy:-0.083
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.081
Diagnosis:9ccs239:Superfic inj:-0.080
Maternal Lab History: ABS LYMPH-postPregnancy:-0.069
Newborn Diagnosis:9ccs95:Oth nerv dx:0.068
Maternal Diagnosis:9ccs172:Ovarian cyst:0.068
Maternal Diagnosis:9ccs191:Amnios dx:-0.066
Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.312
Diagnosis:9ccs213:Cardiac anom:0.310
Diagnosis:9ccs96:Hrt valve dx:0.230
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.153
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.120
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.119
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.113
Diagnosis:9ccs205:Back problem:0.091
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.088
Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:1.000
Diagnosis:9ccs64:Ot hematl dx:0.155
Diagnosis:9ccs134:Ot uppr resp:0.150
Diagnosis:9ccs89:Blindness:0.150
Diagnosis:9ccs212:Ot bone dx:0.125
Diagnosis:9ccs251:Abdomnl pain:0.120
Maternal Diagnosis:9ccs7:Viral infect:0.115
Diagnosis:9ccs154:Gastroent:0.086
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.066
Diagnosis:9ccs91:Other eye dx:0.063
Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs242:Poisn ot med:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.336
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.329
Diagnosis:9ccs204:Ot joint dx:0.283
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.217
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.173
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.166
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.159
Diagnosis:9ccs243:Poisn nonmed:0.115
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.109
Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:0.447
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.363
Maternal Lab History: GFR in African American-otherPregnancy:0.316
Maternal Lab History: GFR Calculation-otherPregnancy:0.315
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.193
Maternal Procedure History:97014-postPregnancy:0.190
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.171
Diagnosis:9ccs163:Other GU dx:0.167
Maternal Lab History: HCG-otherPregnancy:-0.167
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.161
Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.502
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.334
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.246
Maternal Procedure History:90746-postPregnancy:0.240
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.211
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.211
Diagnosis:9ccs247:Lymph enlarg:0.206
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.206
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.194
Maternal Lab History: A/G-otherPregnancy:-0.179
Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs238:Complic proc:1.000
Maternal Procedure History:81025-otherPregnancy:0.194
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.180
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.180
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.166
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.166
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.155
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.146
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.146
Maternal Procedure History:36415-otherPregnancy:0.141
Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs238:Complic proc:-0.305
Maternal Diagnosis:9ccs49:DiabMel no c:-0.122
Diagnosis:9ccs95:Oth nerv dx:-0.106
Newborn Diagnosis:9ccs96:Hrt valve dx:0.096
Newborn Diagnosis:9ccs94:Other ear dx:0.093
Diagnosis:9ccs138:Esophgeal dx:-0.093
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.075
Newborn Diagnosis:9ccs219:Low birth wt:-0.070
Diagnosis:9ccs140:Gastritis:0.069
Newborn Diagnosis:9ccs256:Exam/eval:-0.069
Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.502
Correlated most with:
Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000
Maternal Procedure History:99211-otherPregnancy:0.391
Maternal Lab History: 2 HOUR-postPregnancy:0.343
Maternal Procedure History:90746-postPregnancy:0.259
Maternal Lab History: 3 HOUR-otherPregnancy:0.227
Maternal Lab History: 2 HOUR-otherPregnancy:0.227
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.222
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.212
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.210
Maternal Lab History: 1 HOUR-postPregnancy:0.208
Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs175:Ot femal gen:1.000
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.205
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.166
Maternal Diagnosis:9ccs172:Ovarian cyst:0.166
Maternal Procedure History:96372-postPregnancy:0.141
Maternal Diagnosis:9ccs46:Bnign ut neo:0.130
Maternal Lab History: MAGNESIUM-postPregnancy:-0.117
Diagnosis:9ccs240:Burns:0.104
Diagnosis:9ccs163:Other GU dx:0.104
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.100
Vital : 0.944746408477
Number of Visits : 0.00836269626695
MatDeliveryAge : 0.00645448230939
Diagnosis : 0.0337985658479
Lab : 0.00260864161579
Newborn Diagnosis : 0.00402920548274
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_index_min_5_no_census
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_results_min_5_no_census
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_models_min_5_no_census.pkl
-----------------------------------------------------
girls min_5 no_wt_bmi lasso
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.867, R^2 test: -2.114
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.656, R^2 test: -0.657
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.547, R^2 test: -0.364
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.018, R^2 test: -0.008
best alpha via bootstrap CV: 0.1
AUC Train: 0.619, Explained Variance Score Train: 0.018
AUC Validation: 0.666, Explained Variance Score Validation: 0.018
AUC Test: 0.538, Explained Variance Score Test: 0.003
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.904, R^2 test: -2.189
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.735, R^2 test: -0.707
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.645, R^2 test: -0.429
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.098, R^2 test: 0.007
best alpha via bootstrap CV: 0.1
AUC Train: 0.717, Explained Variance Score Train: 0.098
AUC Validation: 0.584, Explained Variance Score Validation: -0.007
AUC Test: 0.559, Explained Variance Score Test: 0.007
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.853, R^2 test: -1.664
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.665, R^2 test: -0.446
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.563, R^2 test: -0.226
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.073, R^2 test: 0.005
best alpha via bootstrap CV: 0.1
AUC Train: 0.772, Explained Variance Score Train: 0.073
AUC Validation: 0.568, Explained Variance Score Validation: 0.014
AUC Test: 0.604, Explained Variance Score Test: 0.014
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.899, R^2 test: -2.747
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.713, R^2 test: -0.765
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.588, R^2 test: -0.456
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.087, R^2 test: 0.005
best alpha via bootstrap CV: 0.1
AUC Train: 0.740, Explained Variance Score Train: 0.087
AUC Validation: 0.401, Explained Variance Score Validation: -0.084
AUC Test: 0.646, Explained Variance Score Test: 0.010
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.885, R^2 test: -1.240
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.701, R^2 test: -0.498
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.537, R^2 test: -0.309
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.029, R^2 test: -0.003
best alpha via bootstrap CV: 0.1
AUC Train: 0.600, Explained Variance Score Train: 0.029
AUC Validation: 0.551, Explained Variance Score Validation: -0.001
AUC Test: 0.494, Explained Variance Score Test: -0.002
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.912, R^2 test: -1.427
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.668, R^2 test: -0.294
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.518, R^2 test: -0.029
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.064, R^2 test: 0.014
best alpha via bootstrap CV: 0.1
AUC Train: 0.765, Explained Variance Score Train: 0.064
AUC Validation: 0.628, Explained Variance Score Validation: 0.015
AUC Test: 0.594, Explained Variance Score Test: 0.015
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.867, R^2 test: -1.129
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.684, R^2 test: -0.310
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.508, R^2 test: -0.079
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.022, R^2 test: -0.004
best alpha via bootstrap CV: 0.1
AUC Train: 0.682, Explained Variance Score Train: 0.022
AUC Validation: 0.552, Explained Variance Score Validation: 0.005
AUC Test: 0.549, Explained Variance Score Test: 0.008
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.872, R^2 test: -0.874
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.693, R^2 test: -0.330
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.569, R^2 test: -0.187
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.014, R^2 test: 0.006
best alpha via bootstrap CV: 0.1
AUC Train: 0.671, Explained Variance Score Train: 0.014
AUC Validation: 0.598, Explained Variance Score Validation: 0.010
AUC Test: 0.558, Explained Variance Score Test: 0.006
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.916, R^2 test: -1.842
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.760, R^2 test: -0.645
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.630, R^2 test: -0.338
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.075, R^2 test: -0.021
best alpha via bootstrap CV: 0.1
AUC Train: 0.639, Explained Variance Score Train: 0.075
AUC Validation: 0.463, Explained Variance Score Validation: 0.008
AUC Test: 0.546, Explained Variance Score Test: 0.007
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.862, R^2 test: -1.747
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.657, R^2 test: -0.348
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.514, R^2 test: -0.178
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.067, R^2 test: 0.000
best alpha via bootstrap CV: 0.1
AUC Train: 0.667, Explained Variance Score Train: 0.067
AUC Validation: 0.542, Explained Variance Score Validation: 0.011
AUC Test: 0.533, Explained Variance Score Test: 0.004
total variables 257 and total subjects: 1698
->AUC validation: 0.555 95% CI: [0.510 , 0.600]
->AUC test: 0.562 95% CI: [0.537 , 0.587]
->Explained Variance (R2) validation: -0.001 95% CI: [-0.019 , 0.017]
->Explained Variance (R2) test: 0.007 95% CI: [0.004 , 0.010]
Test set metrics:
@threshold:1.200, sens:0.000, spec:1.000, ppv:0.000, acc:0.847, f1:0.000, total+:0, total-:339
@threshold:0.200, sens:0.000, spec:1.000, ppv:0.000, acc:0.847, f1:0.000, total+:0, total-:339
@threshold:0.170, sens:0.038, spec:0.997, ppv:0.667, acc:0.850, f1:0.073, total+:3, total-:336
@threshold:0.123, sens:0.058, spec:0.969, ppv:0.250, acc:0.829, f1:0.094, total+:12, total-:327
@threshold:0.123, sens:0.058, spec:0.965, ppv:0.231, acc:0.826, f1:0.092, total+:13, total-:326
@threshold:0.114, sens:0.077, spec:0.958, ppv:0.250, acc:0.823, f1:0.118, total+:16, total-:323
@threshold:0.113, sens:0.077, spec:0.955, ppv:0.235, acc:0.820, f1:0.116, total+:17, total-:322
@threshold:0.111, sens:0.096, spec:0.955, ppv:0.278, acc:0.823, f1:0.143, total+:18, total-:321
@threshold:0.110, sens:0.096, spec:0.951, ppv:0.263, acc:0.820, f1:0.141, total+:19, total-:320
@threshold:0.108, sens:0.115, spec:0.948, ppv:0.286, acc:0.820, f1:0.164, total+:21, total-:318
@threshold:0.107, sens:0.115, spec:0.944, ppv:0.273, acc:0.817, f1:0.162, total+:22, total-:317
@threshold:0.091, sens:0.135, spec:0.916, ppv:0.226, acc:0.796, f1:0.169, total+:31, total-:308
@threshold:0.090, sens:0.135, spec:0.913, ppv:0.219, acc:0.794, f1:0.167, total+:32, total-:307
@threshold:0.080, sens:0.154, spec:0.882, ppv:0.190, acc:0.770, f1:0.170, total+:42, total-:297
@threshold:0.078, sens:0.154, spec:0.878, ppv:0.186, acc:0.767, f1:0.168, total+:43, total-:296
@threshold:0.070, sens:0.173, spec:0.847, ppv:0.170, acc:0.743, f1:0.171, total+:53, total-:286
@threshold:0.070, sens:0.173, spec:0.843, ppv:0.167, acc:0.740, f1:0.170, total+:54, total-:285
@threshold:0.070, sens:0.192, spec:0.840, ppv:0.179, acc:0.740, f1:0.185, total+:56, total-:283
@threshold:0.069, sens:0.212, spec:0.836, ppv:0.190, acc:0.740, f1:0.200, total+:58, total-:281
@threshold:0.064, sens:0.231, spec:0.808, ppv:0.179, acc:0.720, f1:0.202, total+:67, total-:272
@threshold:0.064, sens:0.231, spec:0.805, ppv:0.176, acc:0.717, f1:0.200, total+:68, total-:271
@threshold:0.063, sens:0.250, spec:0.798, ppv:0.183, acc:0.714, f1:0.211, total+:71, total-:268
@threshold:0.062, sens:0.250, spec:0.794, ppv:0.181, acc:0.711, f1:0.210, total+:72, total-:267
@threshold:0.061, sens:0.250, spec:0.780, ppv:0.171, acc:0.699, f1:0.203, total+:76, total-:263
@threshold:0.061, sens:0.250, spec:0.777, ppv:0.169, acc:0.696, f1:0.202, total+:77, total-:262
@threshold:0.058, sens:0.269, spec:0.753, ppv:0.165, acc:0.678, f1:0.204, total+:85, total-:254
@threshold:0.057, sens:0.269, spec:0.749, ppv:0.163, acc:0.676, f1:0.203, total+:86, total-:253
@threshold:0.056, sens:0.288, spec:0.739, ppv:0.167, acc:0.670, f1:0.211, total+:90, total-:249
@threshold:0.052, sens:0.308, spec:0.735, ppv:0.174, acc:0.670, f1:0.222, total+:92, total-:247
@threshold:0.051, sens:0.327, spec:0.728, ppv:0.179, acc:0.667, f1:0.231, total+:95, total-:244
@threshold:0.051, sens:0.327, spec:0.725, ppv:0.177, acc:0.664, f1:0.230, total+:96, total-:243
@threshold:0.041, sens:0.346, spec:0.666, ppv:0.158, acc:0.617, f1:0.217, total+:114, total-:225
@threshold:0.041, sens:0.346, spec:0.662, ppv:0.157, acc:0.614, f1:0.216, total+:115, total-:224
@threshold:0.039, sens:0.365, spec:0.652, ppv:0.160, acc:0.608, f1:0.222, total+:119, total-:220
@threshold:0.039, sens:0.365, spec:0.648, ppv:0.158, acc:0.605, f1:0.221, total+:120, total-:219
@threshold:0.038, sens:0.385, spec:0.634, ppv:0.160, acc:0.596, f1:0.226, total+:125, total-:214
@threshold:0.038, sens:0.385, spec:0.631, ppv:0.159, acc:0.593, f1:0.225, total+:126, total-:213
@threshold:0.033, sens:0.385, spec:0.585, ppv:0.144, acc:0.555, f1:0.209, total+:139, total-:200
@threshold:0.033, sens:0.385, spec:0.582, ppv:0.143, acc:0.552, f1:0.208, total+:140, total-:199
@threshold:0.032, sens:0.404, spec:0.578, ppv:0.148, acc:0.552, f1:0.216, total+:142, total-:197
@threshold:0.032, sens:0.404, spec:0.575, ppv:0.147, acc:0.549, f1:0.215, total+:143, total-:196
@threshold:0.030, sens:0.423, spec:0.568, ppv:0.151, acc:0.546, f1:0.222, total+:146, total-:193
@threshold:0.029, sens:0.423, spec:0.564, ppv:0.150, acc:0.543, f1:0.221, total+:147, total-:192
@threshold:0.028, sens:0.442, spec:0.547, ppv:0.150, acc:0.531, f1:0.224, total+:153, total-:186
@threshold:0.028, sens:0.442, spec:0.544, ppv:0.149, acc:0.528, f1:0.223, total+:154, total-:185
@threshold:0.026, sens:0.462, spec:0.537, ppv:0.153, acc:0.525, f1:0.230, total+:157, total-:182
@threshold:0.025, sens:0.462, spec:0.533, ppv:0.152, acc:0.522, f1:0.229, total+:158, total-:181
@threshold:0.025, sens:0.538, spec:0.453, ppv:0.151, acc:0.466, f1:0.236, total+:185, total-:154
@threshold:0.021, sens:0.558, spec:0.436, ppv:0.152, acc:0.454, f1:0.239, total+:191, total-:148
@threshold:0.021, sens:0.558, spec:0.432, ppv:0.151, acc:0.451, f1:0.238, total+:192, total-:147
@threshold:0.020, sens:0.558, spec:0.425, ppv:0.149, acc:0.445, f1:0.236, total+:194, total-:145
@threshold:0.019, sens:0.558, spec:0.422, ppv:0.149, acc:0.442, f1:0.235, total+:195, total-:144
@threshold:0.018, sens:0.577, spec:0.415, ppv:0.152, acc:0.440, f1:0.240, total+:198, total-:141
@threshold:0.018, sens:0.577, spec:0.411, ppv:0.151, acc:0.437, f1:0.239, total+:199, total-:140
@threshold:0.017, sens:0.596, spec:0.411, ppv:0.155, acc:0.440, f1:0.246, total+:200, total-:139
@threshold:0.016, sens:0.615, spec:0.404, ppv:0.158, acc:0.437, f1:0.251, total+:203, total-:136
@threshold:0.014, sens:0.615, spec:0.401, ppv:0.157, acc:0.434, f1:0.250, total+:204, total-:135
@threshold:0.013, sens:0.635, spec:0.394, ppv:0.159, acc:0.431, f1:0.255, total+:207, total-:132
@threshold:0.012, sens:0.635, spec:0.390, ppv:0.159, acc:0.428, f1:0.254, total+:208, total-:131
@threshold:0.007, sens:0.635, spec:0.348, ppv:0.150, acc:0.392, f1:0.243, total+:220, total-:119
@threshold:0.007, sens:0.635, spec:0.345, ppv:0.149, acc:0.389, f1:0.242, total+:221, total-:118
@threshold:0.005, sens:0.635, spec:0.331, ppv:0.147, acc:0.378, f1:0.238, total+:225, total-:114
@threshold:0.005, sens:0.635, spec:0.328, ppv:0.146, acc:0.375, f1:0.237, total+:226, total-:113
@threshold:0.002, sens:0.635, spec:0.314, ppv:0.143, acc:0.363, f1:0.234, total+:230, total-:109
@threshold:0.002, sens:0.635, spec:0.310, ppv:0.143, acc:0.360, f1:0.233, total+:231, total-:108
@threshold:-0.001, sens:0.654, spec:0.303, ppv:0.145, acc:0.357, f1:0.238, total+:234, total-:105
@threshold:-0.001, sens:0.654, spec:0.300, ppv:0.145, acc:0.354, f1:0.237, total+:235, total-:104
@threshold:-0.002, sens:0.673, spec:0.293, ppv:0.147, acc:0.351, f1:0.241, total+:238, total-:101
@threshold:-0.002, sens:0.673, spec:0.289, ppv:0.146, acc:0.348, f1:0.241, total+:239, total-:100
@threshold:-0.007, sens:0.673, spec:0.261, ppv:0.142, acc:0.324, f1:0.234, total+:247, total-:92
@threshold:-0.007, sens:0.673, spec:0.258, ppv:0.141, acc:0.322, f1:0.233, total+:248, total-:91
@threshold:-0.009, sens:0.673, spec:0.247, ppv:0.139, acc:0.313, f1:0.231, total+:251, total-:88
@threshold:-0.009, sens:0.673, spec:0.244, ppv:0.139, acc:0.310, f1:0.230, total+:252, total-:87
@threshold:-0.012, sens:0.673, spec:0.226, ppv:0.136, acc:0.295, f1:0.227, total+:257, total-:82
@threshold:-0.012, sens:0.673, spec:0.223, ppv:0.136, acc:0.292, f1:0.226, total+:258, total-:81
@threshold:-0.016, sens:0.692, spec:0.213, ppv:0.137, acc:0.286, f1:0.229, total+:262, total-:77
@threshold:-0.016, sens:0.692, spec:0.209, ppv:0.137, acc:0.283, f1:0.229, total+:263, total-:76
@threshold:-0.016, sens:0.712, spec:0.206, ppv:0.140, acc:0.283, f1:0.233, total+:265, total-:74
@threshold:-0.016, sens:0.712, spec:0.202, ppv:0.139, acc:0.280, f1:0.233, total+:266, total-:73
@threshold:-0.018, sens:0.731, spec:0.202, ppv:0.142, acc:0.283, f1:0.238, total+:267, total-:72
@threshold:-0.018, sens:0.731, spec:0.199, ppv:0.142, acc:0.280, f1:0.237, total+:268, total-:71
@threshold:-0.020, sens:0.731, spec:0.188, ppv:0.140, acc:0.271, f1:0.235, total+:271, total-:68
@threshold:-0.021, sens:0.731, spec:0.185, ppv:0.140, acc:0.268, f1:0.235, total+:272, total-:67
@threshold:-0.023, sens:0.750, spec:0.167, ppv:0.140, acc:0.257, f1:0.236, total+:278, total-:61
@threshold:-0.023, sens:0.750, spec:0.164, ppv:0.140, acc:0.254, f1:0.236, total+:279, total-:60
@threshold:-0.032, sens:0.769, spec:0.129, ppv:0.138, acc:0.227, f1:0.234, total+:290, total-:49
@threshold:-0.033, sens:0.769, spec:0.125, ppv:0.137, acc:0.224, f1:0.233, total+:291, total-:48
@threshold:-0.034, sens:0.788, spec:0.122, ppv:0.140, acc:0.224, f1:0.238, total+:293, total-:46
@threshold:-0.037, sens:0.808, spec:0.118, ppv:0.142, acc:0.224, f1:0.242, total+:295, total-:44
@threshold:-0.043, sens:0.827, spec:0.098, ppv:0.142, acc:0.209, f1:0.243, total+:302, total-:37
@threshold:-0.045, sens:0.827, spec:0.094, ppv:0.142, acc:0.206, f1:0.242, total+:303, total-:36
@threshold:-0.048, sens:0.846, spec:0.094, ppv:0.145, acc:0.209, f1:0.247, total+:304, total-:35
@threshold:-0.053, sens:0.846, spec:0.091, ppv:0.144, acc:0.206, f1:0.246, total+:305, total-:34
@threshold:-0.054, sens:0.865, spec:0.087, ppv:0.147, acc:0.206, f1:0.251, total+:307, total-:32
@threshold:-0.055, sens:0.865, spec:0.084, ppv:0.146, acc:0.204, f1:0.250, total+:308, total-:31
@threshold:-0.059, sens:0.865, spec:0.070, ppv:0.144, acc:0.192, f1:0.247, total+:312, total-:27
@threshold:-0.059, sens:0.865, spec:0.066, ppv:0.144, acc:0.189, f1:0.247, total+:313, total-:26
@threshold:-0.068, sens:0.885, spec:0.059, ppv:0.146, acc:0.186, f1:0.250, total+:316, total-:23
@threshold:-0.069, sens:0.885, spec:0.056, ppv:0.145, acc:0.183, f1:0.249, total+:317, total-:22
@threshold:-0.069, sens:0.904, spec:0.056, ppv:0.148, acc:0.186, f1:0.254, total+:318, total-:21
@threshold:-0.070, sens:0.904, spec:0.052, ppv:0.147, acc:0.183, f1:0.253, total+:319, total-:20
@threshold:-0.071, sens:0.923, spec:0.052, ppv:0.150, acc:0.186, f1:0.258, total+:320, total-:19
@threshold:-0.073, sens:0.923, spec:0.049, ppv:0.150, acc:0.183, f1:0.257, total+:321, total-:18
@threshold:-0.097, sens:0.942, spec:0.028, ppv:0.149, acc:0.168, f1:0.258, total+:328, total-:11
@threshold:-0.102, sens:0.942, spec:0.024, ppv:0.149, acc:0.165, f1:0.257, total+:329, total-:10
@threshold:-0.115, sens:0.962, spec:0.017, ppv:0.151, acc:0.162, f1:0.260, total+:332, total-:7
@threshold:-0.127, sens:0.962, spec:0.014, ppv:0.150, acc:0.159, f1:0.260, total+:333, total-:6
@threshold:-0.201, sens:0.981, spec:0.003, ppv:0.151, acc:0.153, f1:0.262, total+:337, total-:2
@threshold:-0.202, sens:0.981, spec:0.000, ppv:0.151, acc:0.150, f1:0.262, total+:338, total-:1
Vital: HC-latest | coef 0.051 95% CI: [0.023 , 0.078] | OR_adj 1.052 [1.023 1.081] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.529
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.107
Maternal Lab History: 2 HOUR-postPregnancy:0.100
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.093
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.086
Maternal Procedure History:99211-otherPregnancy:0.080
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.078
Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Lab History: 3 HOUR-otherPregnancy:0.075
Maternal Lab History: CHLORIDE-otherPregnancy:0.073
Vital: Ht Percentile-gain7to13 | coef 0.020 95% CI: [-0.006 , 0.046] | OR_adj 1.020 [0.994 1.047] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs163:Other GU dx:-0.238
Diagnosis:9ccs219:Low birth wt:-0.163
Maternal Diagnosis:9ccs128:Asthma:-0.132
Diagnosis:9ccs204:Ot joint dx:0.117
Diagnosis:9ccs242:Poisn ot med:0.117
Diagnosis:9ccs224:Ot perint dx:-0.111
Maternal Procedure History:86703-postPregnancy:0.101
Diagnosis:9ccs113:Late eff CVD:-0.092
Diagnosis:9ccs159:UTI:-0.089
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.089
* Vital: Ht Percentile-latest | coef 0.015 95% CI: [-0.004 , 0.035] | OR_adj 1.015 [0.996 1.035] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.571
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.169
Lab:323825 STREP SCREEN THROAT - Sunrise:0.122
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.099
Maternal Lab History: GFR in African American-otherPregnancy:0.086
Maternal Lab History: GFR Calculation-otherPregnancy:0.086
Maternal Lab History: HEMATOCRIT-postPregnancy:0.080
Maternal Diagnosis:9ccs60:Acut p-h anm:0.079
Maternal Procedure History:97014-postPregnancy:-0.074
Maternal Lab History: RBC-postPregnancy:0.070
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.069
* Vital: HC-avg13to16 | coef 0.014 95% CI: [-0.001 , 0.029] | OR_adj 1.014 [0.999 1.030] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.519
Correlated most with:
Maternal Procedure History:90658-postPregnancy:-0.121
Maternal Lab History: 3 HOUR-postPregnancy:0.113
Maternal Diagnosis:9ccs98:HTN:0.111
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.102
Newborn Diagnosis:9ccs256:Exam/eval:0.091
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.082
Diagnosis:9ccs167:Breast dx:0.081
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.079
Maternal Diagnosis:9ccs182:Hemorr preg:0.078
Maternal Procedure History:90649-postPregnancy:-0.076
Vital: Ht Percentile-gain16to24 | coef 0.013 95% CI: [-0.011 , 0.037] | OR_adj 1.013 [0.989 1.038] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.578
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:0.081
Maternal Lab History: PH-postPregnancy:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.073
Diagnosis:9ccs128:Asthma:0.071
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.068
Maternal Lab History: HCG-otherPregnancy:-0.068
Maternal Lab History: UREA NITROGEN-postPregnancy:0.067
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.011 95% CI: [-0.005 , 0.026] | OR_adj 1.011 [0.995 1.027] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.635
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.119
Diagnosis:9ccs83:Epilepsy/cnv:-0.101
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.078
Diagnosis:9ccs90:Eye infectn:0.070
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.066
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.065
Diagnosis:9ccs94:Other ear dx:-0.063
Diagnosis:9ccs247:Lymph enlarg:0.062
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.059
Maternal Lab History: eGFR-postPregnancy:0.056
Vital: Temp-latest | coef 0.010 95% CI: [-0.003 , 0.024] | OR_adj 1.010 [0.997 1.024] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.533
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.345
Diagnosis:9ccs126:Ot up rsp in:0.315
Number of Visits:0.273
Diagnosis:9ccs92:Otitis media:0.265
Diagnosis:9ccs7:Viral infect:0.206
Diagnosis:9ccs257:Ot aftercare:0.188
Diagnosis:9ccs135:Intest infct:0.156
Diagnosis:9ccs90:Eye infectn:0.148
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137
* Vital: HC-avg5to7 | coef 0.009 95% CI: [-0.008 , 0.027] | OR_adj 1.009 [0.992 1.027] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs238:Complic proc:-0.304
Maternal Lab History: eGFR-postPregnancy:-0.156
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.151
Diagnosis:9ccs3:Oth bact inf:0.144
Maternal Lab History: MUMPS IGG-postPregnancy:-0.124
Maternal Diagnosis:9ccs49:DiabMel no c:-0.121
Diagnosis:9ccs95:Oth nerv dx:-0.106
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.100
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.100
Diagnosis:9ccs143:Abdom hernia:-0.099
Number of Visits | coef -0.009 95% CI: [-0.021 , 0.003] | OR_adj 0.991 [0.979 1.003] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.418
Correlated most with:
Diagnosis:9ccs255:Social admin:-0.143
Diagnosis:9ccs10:Immuniz/scrn:-0.132
Diagnosis:9ccs257:Ot aftercare:-0.106
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.102
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.102
Number of Visits:-0.100
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.097
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.097
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.094
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.094
* Vital: Ht Percentile-gain0to24 | coef 0.008 95% CI: [-0.007 , 0.022] | OR_adj 1.008 [0.993 1.022] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.587
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106
Diagnosis:9ccs48:Thyroid dsor:-0.085
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.080
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.077
Maternal Procedure History:90746-postPregnancy:-0.073
Diagnosis:9ccs208:Acq foot def:0.072
Diagnosis:9ccs205:Back problem:-0.071
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.069
Maternal Diagnosis:9ccs182:Hemorr preg:-0.068
Vital: Ht Percentile-gain13to19 | coef -0.007 95% CI: [-0.016 , 0.002] | OR_adj 0.993 [0.984 1.002] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Diagnosis:9ccs125:Bronchitis:0.082
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.072
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.071
Diagnosis:9ccs48:Thyroid dsor:-0.071
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.068
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.067
Maternal Lab History: MPV-postPregnancy:0.066
Maternal Lab History: INHMOM-otherPregnancy:-0.063
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.007 95% CI: [-0.006 , 0.019] | OR_adj 1.007 [0.994 1.019] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.530
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.101
Diagnosis:9ccs128:Asthma:0.088
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.084
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Diagnosis:9ccs200:Oth skin dx:0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.082
Maternal Lab History: 1 HOUR-postPregnancy:0.080
Diagnosis:9ccs64:Ot hematl dx:0.074
Maternal Diagnosis:9ccs168:PID:-0.069
Number of Visits:0.068
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef -0.006 95% CI: [-0.014 , 0.002] | OR_adj 0.994 [0.986 1.002] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.078
Maternal Lab History: PLATELET COUNT-postPregnancy:0.073
Diagnosis:9ccs213:Cardiac anom:-0.072
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.068
Maternal Procedure History:90658-postPregnancy:-0.064
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.064
Maternal Lab History: INHMOM-postPregnancy:-0.063
Maternal Lab History: COLONY COUNT-postPregnancy:0.063
Diagnosis:9ccs10:Immuniz/scrn:0.060
Diagnosis:10ccs58:Ot nutrit dx:-0.060
Vital: Temp-avg5to7 | coef -0.006 95% CI: [-0.018 , 0.005] | OR_adj 0.994 [0.982 1.005] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.141
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.118
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.109
Maternal Lab History: INHMOM-postPregnancy:0.103
Maternal Lab History: 1 HOUR-postPregnancy:-0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.091
Lab:295669 BILIRUBIN DIRECT - LMC:0.088
Maternal Procedure History:90656-postPregnancy:0.084
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.083
Maternal Lab History: POLYS-postPregnancy:-0.079
Vital: HC-gain3to7 | coef 0.006 95% CI: [-0.005 , 0.017] | OR_adj 1.006 [0.995 1.017] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs238:Complic proc:-0.305
Maternal Diagnosis:9ccs49:DiabMel no c:-0.122
Diagnosis:9ccs95:Oth nerv dx:-0.106
Newborn Diagnosis:9ccs96:Hrt valve dx:0.096
Newborn Diagnosis:9ccs94:Other ear dx:0.093
Diagnosis:9ccs138:Esophgeal dx:-0.093
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.075
Newborn Diagnosis:9ccs219:Low birth wt:-0.070
Diagnosis:9ccs140:Gastritis:0.069
Newborn Diagnosis:9ccs256:Exam/eval:-0.069
Vital: Ht-avg5to7 | coef 0.005 95% CI: [-0.004 , 0.015] | OR_adj 1.005 [0.996 1.015] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.445
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.107
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.103
Maternal Diagnosis:9ccs184:Early labor:-0.102
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.089
Maternal Lab History: 1 HOUR-otherPregnancy:0.079
Newborn Diagnosis:9ccs200:Oth skin dx:-0.076
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.074
Diagnosis:9ccs208:Acq foot def:0.072
Maternal Procedure History:90746-postPregnancy:-0.071
Maternal Diagnosis:9ccs185:Long pregncy:0.070
Vital: Ht-gain5to10 | coef 0.005 95% CI: [-0.002 , 0.012] | OR_adj 1.005 [0.998 1.012] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.430
Correlated most with:
Diagnosis:9ccs175:Ot femal gen:-0.199
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.199
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.146
Diagnosis:9ccs223:Birth trauma:-0.120
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.105
Diagnosis:9ccs247:Lymph enlarg:-0.090
Newborn Diagnosis:9ccs259:Unclassified:-0.079
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.079
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.079
Maternal Diagnosis:9ccs238:Complic proc:0.075
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.005 95% CI: [-0.004 , 0.013] | OR_adj 1.005 [0.996 1.013] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.546
Correlated most with:
Number of Visits:0.125
Diagnosis:9ccs126:Ot up rsp in:0.116
Maternal Diagnosis:9ccs184:Early labor:0.084
Diagnosis:9ccs92:Otitis media:0.082
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.076
Maternal Lab History: HERPES II IgG-otherPregnancy:0.070
Diagnosis:9ccs128:Asthma:0.069
Newborn Diagnosis:9ccs256:Exam/eval:0.068
Diagnosis:9ccs122:Pneumonia:0.068
Maternal Lab History: INR-otherPregnancy:-0.067
Vital: Ht-gain16to24 | coef 0.004 95% CI: [-0.001 , 0.010] | OR_adj 1.004 [0.999 1.010] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.551
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.120
Maternal Diagnosis:9ccs184:Early labor:-0.094
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.091
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Maternal Lab History: UREA NITROGEN-postPregnancy:0.078
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.074
Maternal Procedure History:90772-postPregnancy:0.074
Newborn Diagnosis:9ccs221:Resp distres:-0.072
Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.072
Vital: Ht-gain0to3 | coef 0.004 95% CI: [-0.001 , 0.009] | OR_adj 1.004 [0.999 1.009] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.473
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.109
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.099
Maternal Lab History: IRON-postPregnancy:-0.090
Maternal Lab History: INHMOM-postPregnancy:0.084
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Procedure History:86580-postPregnancy:-0.081
Maternal Lab History: 1 HOUR-otherPregnancy:0.080
Newborn Diagnosis:9ccs200:Oth skin dx:-0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.077
Vital: HC-gain0to3 | coef -0.003 95% CI: [-0.009 , 0.003] | OR_adj 0.997 [0.991 1.003] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.518
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.094
Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.083
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.081
Diagnosis:9ccs238:Complic proc:-0.079
Diagnosis:9ccs125:Bronchitis:0.075
Maternal Diagnosis:9ccs182:Hemorr preg:-0.074
Vital: Ht-avg10to13 | coef 0.003 95% CI: [-0.003 , 0.009] | OR_adj 1.003 [0.997 1.009] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.515
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.220
Maternal Diagnosis:9ccs184:Early labor:-0.140
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Diagnosis:9ccs219:Low birth wt:-0.108
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.098
Maternal Diagnosis:9ccs128:Asthma:-0.094
Maternal Lab History: INHMOM-otherPregnancy:-0.091
Newborn Diagnosis:9ccs222:Perint jaund:-0.085
Newborn Diagnosis:9ccs221:Resp distres:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.003 95% CI: [-0.003 , 0.008] | OR_adj 1.003 [0.997 1.008] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106
Diagnosis:9ccs48:Thyroid dsor:-0.101
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.092
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.074
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.071
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.071
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.070
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.067
Maternal Diagnosis:9ccs182:Hemorr preg:-0.067
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef -0.003 95% CI: [-0.007 , 0.002] | OR_adj 0.997 [0.993 1.002] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.081
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
Vital: HC-gain7to13 | coef -0.002 95% CI: [-0.005 , 0.001] | OR_adj 0.998 [0.995 1.001] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.499
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.096
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Diagnosis:9ccs125:Bronchitis:0.079
Maternal Lab History: 1 HOUR-otherPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.074
Diagnosis:9ccs10:Immuniz/scrn:-0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.070
Maternal Lab History: 3 HOUR-otherPregnancy:0.068
* Vital: HC-avg10to13 | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.549
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.251
Maternal Diagnosis:9ccs184:Early labor:-0.199
Maternal Diagnosis:9ccs185:Long pregncy:0.130
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.109
Newborn Diagnosis:9ccs221:Resp distres:-0.104
Diagnosis:9ccs219:Low birth wt:-0.099
Newborn Diagnosis:9ccs222:Perint jaund:-0.097
Maternal Diagnosis:9ccs183:HTN in preg:-0.092
Newborn Diagnosis:9ccs256:Exam/eval:-0.091
Diagnosis:9ccs143:Abdom hernia:-0.083
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.544
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.081
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.073
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.072
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.071
Lab:292495 LEAD LEVEL - Sunrise:-0.071
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.069
Maternal Procedure History:99401-postPregnancy:-0.068
Vital: Ht-avg0to1 | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.381
Correlated most with:
Diagnosis:9ccs154:Gastroent:-0.089
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.079
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.079
Maternal Lab History: INHMOM-postPregnancy:0.078
Maternal Lab History: AST-otherPregnancy:0.075
Maternal Diagnosis:9ccs181:Ot preg comp:0.070
Maternal Diagnosis:9ccs91:Other eye dx:0.069
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.069
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.069
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.066
* Vital: Ht Percentile-avg19to24 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.580
Correlated most with:
Maternal Procedure History:97140-postPregnancy:0.480
Maternal Lab History: BASE DEFICIT-postPregnancy:0.324
Maternal Lab History: BICARBONATE-postPregnancy:-0.297
Maternal Procedure History:97110-postPregnancy:0.292
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.205
Maternal Lab History: PTT-postPregnancy:-0.184
Maternal Lab History: O2 SATURATION-postPregnancy:0.183
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.170
Maternal Lab History: URIC ACID-postPregnancy:0.169
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.137
* Vital: Ht-gain7to13 | coef -0.000 95% CI: [-0.001 , 0.000] | OR_adj 1.000 [0.999 1.000] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.087
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084
Maternal Lab History: PTT-otherPregnancy:-0.079
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.079
Maternal Lab History: MONOS-postPregnancy:-0.073
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.063
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.063
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.062
Maternal Diagnosis:9ccs187:Malposition:0.061
Maternal Lab History: IRON-postPregnancy:0.059
Vital : 0.151774339219
Census : 0.0174913380361
Number of Visits : -0.00907532142742
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_index_min_5_no_wt_bmi
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_results_min_5_no_wt_bmi
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_models_min_5_no_wt_bmi.pkl
-----------------------------------------------------
girls min_5 no_wt_bmi randomforest
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.870, R^2 test: -0.076
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.813, R^2 test: -0.039
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.632, R^2 test: -0.001
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.551, R^2 test: 0.017
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.919, Explained Variance Score Train: 0.551
AUC Validation: 0.451, Explained Variance Score Validation: -0.106
AUC Test: 0.661, Explained Variance Score Test: 0.029
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.857, R^2 test: -0.026
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.797, R^2 test: -0.015
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.608, R^2 test: -0.012
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.511, R^2 test: -0.009
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.959, Explained Variance Score Train: 0.512
AUC Validation: 0.453, Explained Variance Score Validation: -0.016
AUC Test: 0.595, Explained Variance Score Test: -0.008
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.845, R^2 test: 0.007
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.778, R^2 test: 0.019
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.584, R^2 test: 0.026
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.498, R^2 test: 0.032
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.977, Explained Variance Score Train: 0.498
AUC Validation: 0.637, Explained Variance Score Validation: 0.054
AUC Test: 0.625, Explained Variance Score Test: 0.039
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: -0.101
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.726, R^2 test: -0.039
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.530, R^2 test: 0.001
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.449, R^2 test: 0.004
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.955, Explained Variance Score Train: 0.449
AUC Validation: 0.469, Explained Variance Score Validation: -0.044
AUC Test: 0.595, Explained Variance Score Test: 0.012
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.854, R^2 test: -0.322
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.698, R^2 test: -0.070
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.513, R^2 test: 0.003
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.433, R^2 test: 0.008
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.968, Explained Variance Score Train: 0.433
AUC Validation: 0.658, Explained Variance Score Validation: 0.107
AUC Test: 0.612, Explained Variance Score Test: 0.009
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: 0.022
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.781, R^2 test: 0.034
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.571, R^2 test: 0.042
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.475, R^2 test: 0.047
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.942, Explained Variance Score Train: 0.476
AUC Validation: 0.561, Explained Variance Score Validation: 0.027
AUC Test: 0.661, Explained Variance Score Test: 0.052
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: -0.059
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.792, R^2 test: -0.029
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.579, R^2 test: -0.002
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.487, R^2 test: 0.020
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.920, Explained Variance Score Train: 0.487
AUC Validation: 0.579, Explained Variance Score Validation: -0.058
AUC Test: 0.670, Explained Variance Score Test: 0.028
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.846, R^2 test: -0.111
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.776, R^2 test: -0.045
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.564, R^2 test: -0.010
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.475, R^2 test: 0.020
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.932, Explained Variance Score Train: 0.475
AUC Validation: 0.562, Explained Variance Score Validation: -0.017
AUC Test: 0.652, Explained Variance Score Test: 0.022
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.842, R^2 test: -0.139
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.771, R^2 test: -0.054
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.575, R^2 test: 0.001
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.485, R^2 test: 0.020
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.971, Explained Variance Score Train: 0.485
AUC Validation: 0.613, Explained Variance Score Validation: 0.024
AUC Test: 0.650, Explained Variance Score Test: 0.022
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.856, R^2 test: 0.023
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.809, R^2 test: 0.023
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.637, R^2 test: 0.021
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.548, R^2 test: 0.018
best alpha via bootstrap CV: (3000, 2, 1)
AUC Train: 0.998, Explained Variance Score Train: 0.856
AUC Validation: 0.637, Explained Variance Score Validation: 0.052
AUC Test: 0.619, Explained Variance Score Test: 0.023
total variables 257 and total subjects: 1698
->AUC validation: 0.562 95% CI: [0.516 , 0.608]
->AUC test: 0.634 95% CI: [0.617 , 0.651]
->Explained Variance (R2) validation: 0.002 95% CI: [-0.035 , 0.039]
->Explained Variance (R2) test: 0.023 95% CI: [0.013 , 0.033]
Test set metrics:
@threshold:1.715, sens:0.000, spec:1.000, ppv:0.000, acc:0.873, f1:0.000, total+:0, total-:339
@threshold:0.715, sens:0.000, spec:1.000, ppv:0.000, acc:0.873, f1:0.000, total+:0, total-:339
@threshold:0.575, sens:0.000, spec:0.976, ppv:0.000, acc:0.853, f1:0.000, total+:7, total-:332
@threshold:0.563, sens:0.000, spec:0.973, ppv:0.000, acc:0.850, f1:0.000, total+:8, total-:331
@threshold:0.555, sens:0.023, spec:0.970, ppv:0.100, acc:0.850, f1:0.038, total+:10, total-:329
@threshold:0.550, sens:0.023, spec:0.966, ppv:0.091, acc:0.847, f1:0.037, total+:11, total-:328
@threshold:0.510, sens:0.047, spec:0.956, ppv:0.133, acc:0.841, f1:0.069, total+:15, total-:324
@threshold:0.506, sens:0.047, spec:0.953, ppv:0.125, acc:0.838, f1:0.068, total+:16, total-:323
@threshold:0.460, sens:0.070, spec:0.946, ppv:0.158, acc:0.835, f1:0.097, total+:19, total-:320
@threshold:0.455, sens:0.070, spec:0.943, ppv:0.150, acc:0.832, f1:0.095, total+:20, total-:319
@threshold:0.367, sens:0.093, spec:0.882, ppv:0.103, acc:0.782, f1:0.098, total+:39, total-:300
@threshold:0.360, sens:0.093, spec:0.878, ppv:0.100, acc:0.779, f1:0.096, total+:40, total-:299
@threshold:0.357, sens:0.116, spec:0.875, ppv:0.119, acc:0.779, f1:0.118, total+:42, total-:297
@threshold:0.357, sens:0.116, spec:0.872, ppv:0.116, acc:0.776, f1:0.116, total+:43, total-:296
@threshold:0.337, sens:0.140, spec:0.868, ppv:0.133, acc:0.776, f1:0.136, total+:45, total-:294
@threshold:0.334, sens:0.163, spec:0.865, ppv:0.149, acc:0.776, f1:0.156, total+:47, total-:292
@threshold:0.320, sens:0.186, spec:0.858, ppv:0.160, acc:0.773, f1:0.172, total+:50, total-:289
@threshold:0.311, sens:0.209, spec:0.855, ppv:0.173, acc:0.773, f1:0.189, total+:52, total-:287
@threshold:0.285, sens:0.233, spec:0.834, ppv:0.169, acc:0.758, f1:0.196, total+:59, total-:280
@threshold:0.275, sens:0.256, spec:0.831, ppv:0.180, acc:0.758, f1:0.212, total+:61, total-:278
@threshold:0.273, sens:0.279, spec:0.831, ppv:0.194, acc:0.761, f1:0.229, total+:62, total-:277
@threshold:0.268, sens:0.302, spec:0.828, ppv:0.203, acc:0.761, f1:0.243, total+:64, total-:275
@threshold:0.265, sens:0.326, spec:0.828, ppv:0.215, acc:0.764, f1:0.259, total+:65, total-:274
@threshold:0.265, sens:0.326, spec:0.824, ppv:0.212, acc:0.761, f1:0.257, total+:66, total-:273
@threshold:0.258, sens:0.349, spec:0.824, ppv:0.224, acc:0.764, f1:0.273, total+:67, total-:272
@threshold:0.254, sens:0.349, spec:0.821, ppv:0.221, acc:0.761, f1:0.270, total+:68, total-:271
@threshold:0.231, sens:0.372, spec:0.811, ppv:0.222, acc:0.755, f1:0.278, total+:72, total-:267
@threshold:0.227, sens:0.372, spec:0.807, ppv:0.219, acc:0.752, f1:0.276, total+:73, total-:266
@threshold:0.223, sens:0.395, spec:0.804, ppv:0.227, acc:0.752, f1:0.288, total+:75, total-:264
@threshold:0.219, sens:0.395, spec:0.801, ppv:0.224, acc:0.749, f1:0.286, total+:76, total-:263
@threshold:0.189, sens:0.419, spec:0.774, ppv:0.212, acc:0.729, f1:0.281, total+:85, total-:254
@threshold:0.188, sens:0.419, spec:0.770, ppv:0.209, acc:0.726, f1:0.279, total+:86, total-:253
@threshold:0.172, sens:0.442, spec:0.757, ppv:0.209, acc:0.717, f1:0.284, total+:91, total-:248
@threshold:0.170, sens:0.442, spec:0.753, ppv:0.207, acc:0.714, f1:0.281, total+:92, total-:247
@threshold:0.167, sens:0.465, spec:0.753, ppv:0.215, acc:0.717, f1:0.294, total+:93, total-:246
@threshold:0.164, sens:0.465, spec:0.750, ppv:0.213, acc:0.714, f1:0.292, total+:94, total-:245
@threshold:0.133, sens:0.488, spec:0.726, ppv:0.206, acc:0.696, f1:0.290, total+:102, total-:237
@threshold:0.132, sens:0.488, spec:0.723, ppv:0.204, acc:0.693, f1:0.288, total+:103, total-:236
@threshold:0.119, sens:0.512, spec:0.720, ppv:0.210, acc:0.693, f1:0.297, total+:105, total-:234
@threshold:0.115, sens:0.512, spec:0.716, ppv:0.208, acc:0.690, f1:0.295, total+:106, total-:233
@threshold:0.090, sens:0.535, spec:0.693, ppv:0.202, acc:0.673, f1:0.293, total+:114, total-:225
@threshold:0.088, sens:0.535, spec:0.689, ppv:0.200, acc:0.670, f1:0.291, total+:115, total-:224
@threshold:0.066, sens:0.558, spec:0.666, ppv:0.195, acc:0.652, f1:0.289, total+:123, total-:216
@threshold:0.063, sens:0.581, spec:0.662, ppv:0.200, acc:0.652, f1:0.298, total+:125, total-:214
@threshold:0.046, sens:0.605, spec:0.649, ppv:0.200, acc:0.643, f1:0.301, total+:130, total-:209
@threshold:0.045, sens:0.605, spec:0.645, ppv:0.198, acc:0.640, f1:0.299, total+:131, total-:208
@threshold:0.013, sens:0.628, spec:0.618, ppv:0.193, acc:0.619, f1:0.295, total+:140, total-:199
@threshold:0.011, sens:0.628, spec:0.615, ppv:0.191, acc:0.617, f1:0.293, total+:141, total-:198
@threshold:-0.008, sens:0.651, spec:0.578, ppv:0.183, acc:0.587, f1:0.286, total+:153, total-:186
@threshold:-0.010, sens:0.651, spec:0.574, ppv:0.182, acc:0.584, f1:0.284, total+:154, total-:185
@threshold:-0.025, sens:0.674, spec:0.564, ppv:0.184, acc:0.578, f1:0.289, total+:158, total-:181
@threshold:-0.026, sens:0.674, spec:0.561, ppv:0.182, acc:0.575, f1:0.287, total+:159, total-:180
@threshold:-0.052, sens:0.698, spec:0.500, ppv:0.169, acc:0.525, f1:0.271, total+:178, total-:161
@threshold:-0.055, sens:0.698, spec:0.497, ppv:0.168, acc:0.522, f1:0.270, total+:179, total-:160
@threshold:-0.060, sens:0.721, spec:0.490, ppv:0.170, acc:0.519, f1:0.276, total+:182, total-:157
@threshold:-0.063, sens:0.721, spec:0.486, ppv:0.169, acc:0.516, f1:0.274, total+:183, total-:156
@threshold:-0.094, sens:0.744, spec:0.446, ppv:0.163, acc:0.484, f1:0.268, total+:196, total-:143
@threshold:-0.094, sens:0.744, spec:0.443, ppv:0.162, acc:0.481, f1:0.267, total+:197, total-:142
@threshold:-0.110, sens:0.767, spec:0.429, ppv:0.163, acc:0.472, f1:0.269, total+:202, total-:137
@threshold:-0.111, sens:0.767, spec:0.426, ppv:0.163, acc:0.469, f1:0.268, total+:203, total-:136
@threshold:-0.129, sens:0.791, spec:0.395, ppv:0.160, acc:0.445, f1:0.266, total+:213, total-:126
@threshold:-0.132, sens:0.791, spec:0.392, ppv:0.159, acc:0.442, f1:0.265, total+:214, total-:125
@threshold:-0.151, sens:0.814, spec:0.361, ppv:0.156, acc:0.419, f1:0.262, total+:224, total-:115
@threshold:-0.155, sens:0.814, spec:0.358, ppv:0.156, acc:0.416, f1:0.261, total+:225, total-:114
@threshold:-0.179, sens:0.837, spec:0.334, ppv:0.155, acc:0.398, f1:0.261, total+:233, total-:106
@threshold:-0.179, sens:0.837, spec:0.331, ppv:0.154, acc:0.395, f1:0.260, total+:234, total-:105
@threshold:-0.184, sens:0.860, spec:0.304, ppv:0.152, acc:0.375, f1:0.259, total+:243, total-:96
@threshold:-0.186, sens:0.860, spec:0.301, ppv:0.152, acc:0.372, f1:0.258, total+:244, total-:95
@threshold:-0.186, sens:0.884, spec:0.301, ppv:0.155, acc:0.375, f1:0.264, total+:245, total-:94
@threshold:-0.187, sens:0.884, spec:0.297, ppv:0.154, acc:0.372, f1:0.263, total+:246, total-:93
@threshold:-0.224, sens:0.907, spec:0.233, ppv:0.147, acc:0.319, f1:0.252, total+:266, total-:73
@threshold:-0.227, sens:0.907, spec:0.230, ppv:0.146, acc:0.316, f1:0.252, total+:267, total-:72
@threshold:-0.240, sens:0.930, spec:0.206, ppv:0.145, acc:0.298, f1:0.252, total+:275, total-:64
@threshold:-0.245, sens:0.930, spec:0.203, ppv:0.145, acc:0.295, f1:0.251, total+:276, total-:63
@threshold:-0.253, sens:0.953, spec:0.199, ppv:0.147, acc:0.295, f1:0.255, total+:278, total-:61
@threshold:-0.253, sens:0.953, spec:0.196, ppv:0.147, acc:0.292, f1:0.255, total+:279, total-:60
@threshold:-0.399, sens:0.977, spec:0.081, ppv:0.134, acc:0.195, f1:0.235, total+:314, total-:25
@threshold:-0.405, sens:0.977, spec:0.078, ppv:0.133, acc:0.192, f1:0.235, total+:315, total-:24
@threshold:-0.657, sens:1.000, spec:0.003, ppv:0.127, acc:0.130, f1:0.226, total+:338, total-:1
Number of Visits | coef 0.028 95% CI: [0.021 , 0.034] | OR_adj 1.028 [1.021 1.035] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccs255:Social admin:-0.143
Diagnosis:9ccs10:Immuniz/scrn:-0.132
Diagnosis:9ccs257:Ot aftercare:-0.106
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.102
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.102
Number of Visits:-0.100
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.097
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.097
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.094
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.094
Vital: HC-latest | coef 0.027 95% CI: [0.022 , 0.033] | OR_adj 1.028 [1.022 1.034] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.612
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.107
Maternal Lab History: 2 HOUR-postPregnancy:0.100
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.093
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.086
Maternal Procedure History:99211-otherPregnancy:0.080
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.078
Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Lab History: 3 HOUR-otherPregnancy:0.075
Maternal Lab History: CHLORIDE-otherPregnancy:0.073
* Vital: Ht-gain7to13 | coef 0.023 95% CI: [0.010 , 0.035] | OR_adj 1.023 [1.010 1.036] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.087
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084
Maternal Lab History: PTT-otherPregnancy:-0.079
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.079
Maternal Lab History: MONOS-postPregnancy:-0.073
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.063
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.063
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.062
Maternal Diagnosis:9ccs187:Malposition:0.061
Maternal Lab History: IRON-postPregnancy:0.059
MatDeliveryAge | coef 0.022 95% CI: [0.016 , 0.028] | OR_adj 1.022 [1.016 1.028] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.472
Correlated most with:
Maternal Procedure History:86580-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.070
Maternal Lab History: WBC-postPregnancy:-0.070
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.067
Diagnosis:9ccs10:Immuniz/scrn:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.062
Lab:292495 LEAD LEVEL - Sunrise:-0.061
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.060
Maternal Lab History: LDL-otherPregnancy:0.059
Maternal Diagnosis:9ccs155:Other GI dx:0.058
Vital: Ht-gain16to24 | coef 0.021 95% CI: [0.014 , 0.027] | OR_adj 1.021 [1.014 1.028] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.521
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.120
Maternal Diagnosis:9ccs184:Early labor:-0.094
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.091
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Maternal Lab History: UREA NITROGEN-postPregnancy:0.078
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.074
Maternal Procedure History:90772-postPregnancy:0.074
Newborn Diagnosis:9ccs221:Resp distres:-0.072
Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.072
* Vital: HC-avg10to13 | coef 0.020 95% CI: [0.011 , 0.029] | OR_adj 1.020 [1.011 1.029] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.584
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.251
Maternal Diagnosis:9ccs184:Early labor:-0.199
Maternal Diagnosis:9ccs185:Long pregncy:0.130
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.109
Newborn Diagnosis:9ccs221:Resp distres:-0.104
Diagnosis:9ccs219:Low birth wt:-0.099
Newborn Diagnosis:9ccs222:Perint jaund:-0.097
Maternal Diagnosis:9ccs183:HTN in preg:-0.092
Newborn Diagnosis:9ccs256:Exam/eval:-0.091
Diagnosis:9ccs143:Abdom hernia:-0.083
* Vital: Ht Percentile-latest | coef 0.019 95% CI: [0.004 , 0.034] | OR_adj 1.020 [1.004 1.035] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.646
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.169
Lab:323825 STREP SCREEN THROAT - Sunrise:0.122
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.099
Maternal Lab History: GFR in African American-otherPregnancy:0.086
Maternal Lab History: GFR Calculation-otherPregnancy:0.086
Maternal Lab History: HEMATOCRIT-postPregnancy:0.080
Maternal Diagnosis:9ccs60:Acut p-h anm:0.079
Maternal Procedure History:97014-postPregnancy:-0.074
Maternal Lab History: RBC-postPregnancy:0.070
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.069
* Vital: HC-avg13to16 | coef 0.019 95% CI: [0.014 , 0.024] | OR_adj 1.019 [1.014 1.024] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.621
Correlated most with:
Maternal Procedure History:90658-postPregnancy:-0.121
Maternal Lab History: 3 HOUR-postPregnancy:0.113
Maternal Diagnosis:9ccs98:HTN:0.111
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.102
Newborn Diagnosis:9ccs256:Exam/eval:0.091
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.082
Diagnosis:9ccs167:Breast dx:0.081
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.079
Maternal Diagnosis:9ccs182:Hemorr preg:0.078
Maternal Procedure History:90649-postPregnancy:-0.076
Vital: Ht-gain0to3 | coef 0.018 95% CI: [0.010 , 0.026] | OR_adj 1.018 [1.010 1.026] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.472
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.109
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.099
Maternal Lab History: IRON-postPregnancy:-0.090
Maternal Lab History: INHMOM-postPregnancy:0.084
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Procedure History:86580-postPregnancy:-0.081
Maternal Lab History: 1 HOUR-otherPregnancy:0.080
Newborn Diagnosis:9ccs200:Oth skin dx:-0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.077
Vital: Temp-avg0to1 | coef 0.017 95% CI: [0.010 , 0.024] | OR_adj 1.017 [1.010 1.025] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.112
Diagnosis:9ccs217:Ot cong anom:0.083
Maternal Lab History: BUN-postPregnancy:-0.081
Maternal Lab History: PLATELET COUNT-postPregnancy:0.071
Newborn Diagnosis:9ccs256:Exam/eval:0.069
Number of Visits:-0.068
Diagnosis:9ccs47:Ot bnign neo:0.063
Diagnosis:9ccs122:Pneumonia:-0.063
Maternal Diagnosis:9ccs98:HTN:0.063
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.061
Vital: Ht-gain3to7 | coef 0.017 95% CI: [0.006 , 0.028] | OR_adj 1.017 [1.006 1.028] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.535
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.111
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110
Newborn Diagnosis:9ccs219:Low birth wt:-0.102
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.087
Maternal Diagnosis:9ccs184:Early labor:-0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.079
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.077
Maternal Lab History: 1/2 HOUR-postPregnancy:0.075
Maternal Lab History: PH-postPregnancy:-0.075
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.073
* Vital: HC-avg16to19 | coef 0.017 95% CI: [0.010 , 0.023] | OR_adj 1.017 [1.010 1.023] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.691
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110
Newborn Diagnosis:9ccs219:Low birth wt:-0.108
Maternal Diagnosis:9ccs259:Unclassified:-0.099
Maternal Diagnosis:9ccs184:Early labor:-0.094
Maternal Procedure History:86580-postPregnancy:-0.089
Newborn Diagnosis:9ccs200:Oth skin dx:-0.081
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.080
Maternal Lab History: HCG-otherPregnancy:-0.079
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.073
Maternal Lab History: HERPES II IgG-otherPregnancy:0.072
Vital: Temp-avg10to13 | coef 0.016 95% CI: [0.010 , 0.022] | OR_adj 1.016 [1.010 1.022] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.592
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.135
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125
Maternal Lab History: INHMOM-postPregnancy:0.124
Maternal Lab History: INHMOM-otherPregnancy:-0.107
Maternal Diagnosis:9ccs128:Asthma:-0.099
Diagnosis:9ccs117:Ot circul dx:-0.095
Newborn Diagnosis:9ccs200:Oth skin dx:-0.094
Newborn Diagnosis:9ccs219:Low birth wt:-0.089
Maternal Lab History: APF MoM-otherPregnancy:-0.088
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.088
Vital: HC-gain3to7 | coef 0.016 95% CI: [0.001 , 0.030] | OR_adj 1.016 [1.001 1.030] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs238:Complic proc:-0.305
Maternal Diagnosis:9ccs49:DiabMel no c:-0.122
Diagnosis:9ccs95:Oth nerv dx:-0.106
Newborn Diagnosis:9ccs96:Hrt valve dx:0.096
Newborn Diagnosis:9ccs94:Other ear dx:0.093
Diagnosis:9ccs138:Esophgeal dx:-0.093
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.075
Newborn Diagnosis:9ccs219:Low birth wt:-0.070
Diagnosis:9ccs140:Gastritis:0.069
Newborn Diagnosis:9ccs256:Exam/eval:-0.069
Vital: HC-avg3to5 | coef 0.016 95% CI: [0.005 , 0.026] | OR_adj 1.016 [1.005 1.026] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.543
Correlated most with:
Maternal Lab History: FASTING-postPregnancy:-0.109
Lab:323825 STREP SCREEN THROAT - Sunrise:0.107
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.096
Maternal Lab History: FASTING-otherPregnancy:-0.095
Maternal Procedure History:96372-otherPregnancy:-0.091
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.087
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.087
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.086
Diagnosis:9ccs151:Oth liver dx:-0.084
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.076
Vital: HC-avg1to3 | coef 0.015 95% CI: [0.006 , 0.024] | OR_adj 1.015 [1.006 1.024] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.590
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.237
Maternal Diagnosis:9ccs184:Early labor:-0.227
Diagnosis:9ccs219:Low birth wt:-0.162
Maternal Diagnosis:9ccs185:Long pregncy:0.156
Newborn Diagnosis:9ccs224:Ot perint dx:0.093
Maternal Lab History: PTT-otherPregnancy:-0.093
Newborn Diagnosis:9ccs221:Resp distres:-0.090
Newborn Diagnosis:9ccs253:Allergy:-0.090
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.087
Maternal Diagnosis:9ccs183:HTN in preg:-0.085
Vital: Temp-avg19to24 | coef 0.014 95% CI: [0.009 , 0.019] | OR_adj 1.014 [1.009 1.020] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.617
Correlated most with:
Diagnosis:9ccs238:Complic proc:-0.367
Diagnosis:9ccs204:Ot joint dx:0.161
Diagnosis:9ccs242:Poisn ot med:0.161
Maternal Diagnosis:9ccs49:DiabMel no c:-0.146
Diagnosis:9ccs95:Oth nerv dx:-0.128
Diagnosis:9ccs143:Abdom hernia:-0.119
Diagnosis:9ccs251:Abdomnl pain:0.118
Diagnosis:9ccs167:Breast dx:0.114
Newborn Diagnosis:9ccs94:Other ear dx:0.111
Diagnosis:9ccs138:Esophgeal dx:-0.111
* Vital: HC-avg7to10 | coef 0.014 95% CI: [0.007 , 0.021] | OR_adj 1.014 [1.007 1.021] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.613
Correlated most with:
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.105
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.101
Maternal Lab History: URIC ACID-otherPregnancy:0.083
Maternal Procedure History:36415-otherPregnancy:-0.077
Diagnosis:9ccs90:Eye infectn:-0.077
Diagnosis:9ccs7:Viral infect:-0.077
Maternal Lab History: MONOS-postPregnancy:0.072
Maternal Procedure History:99401-otherPregnancy:0.071
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.068
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068
Vital: Temp-avg1to3 | coef 0.014 95% CI: [0.007 , 0.021] | OR_adj 1.014 [1.007 1.021] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.581
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.102
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.091
Maternal Diagnosis:9ccs184:Early labor:-0.090
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.086
Diagnosis:9ccs211:Ot conn tiss:0.085
Newborn Diagnosis:9ccs200:Oth skin dx:-0.084
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.084
Maternal Lab History: FASTING-postPregnancy:0.079
Maternal Lab History: 2 HOUR-postPregnancy:0.078
Maternal Lab History: 1/2 HOUR-postPregnancy:0.077
Vital: Ht-avg1to3 | coef 0.013 95% CI: [0.008 , 0.019] | OR_adj 1.013 [1.008 1.019] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.573
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:-0.137
Diagnosis:9ccs242:Poisn ot med:-0.137
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.128
Diagnosis:9ccs251:Abdomnl pain:-0.100
Diagnosis:9ccs167:Breast dx:-0.097
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.088
Newborn Diagnosis:9ccs213:Cardiac anom:0.085
Maternal Lab History: eGFR-postPregnancy:-0.081
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.078
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.077
Vital: Ht-latest | coef 0.013 95% CI: [0.009 , 0.017] | OR_adj 1.013 [1.009 1.018] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.594
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.252
Diagnosis:9ccs10:Immuniz/scrn:0.246
Diagnosis:9ccs92:Otitis media:0.214
Diagnosis:9ccs257:Ot aftercare:0.211
Number of Visits:0.162
Diagnosis:9ccs7:Viral infect:0.160
Diagnosis:9ccs125:Bronchitis:0.152
Diagnosis:9ccs135:Intest infct:0.150
Diagnosis:9ccs90:Eye infectn:0.137
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.111
Vital: Ht-gain1to5 | coef 0.013 95% CI: [0.010 , 0.016] | OR_adj 1.013 [1.010 1.016] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.466
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.091
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.080
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.074
Diagnosis:9ccs242:Poisn ot med:0.072
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.071
Newborn Diagnosis:9ccs223:Birth trauma:0.071
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.070
Maternal Lab History: VLDL-postPregnancy:0.070
Maternal Lab History: INHMOM-otherPregnancy:-0.069
Vital: Ht-postPregnancy | coef 0.013 95% CI: [0.001 , 0.025] | OR_adj 1.013 [1.001 1.025] | occ: 544 | OR_unadj: 0.933 [0.645 1.348] | indivs AUC:0.602
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.092
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.079
Maternal Lab History: PAPP-A-postPregnancy:-0.073
Maternal Procedure History:36416-postPregnancy:0.072
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.072
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.068
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.068
Maternal Lab History: MONOCYTE-otherPregnancy:-0.066
Maternal Diagnosis:9ccs5:HIV infectn:-0.065
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.064
Vital: Ht-gain13to19 | coef 0.013 95% CI: [0.010 , 0.016] | OR_adj 1.013 [1.010 1.016] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccs140:Gastritis:0.111
Diagnosis:9ccs240:Burns:0.076
Diagnosis:9ccs168:PID:0.074
Maternal Lab History: HCG-postPregnancy:-0.070
Maternal Diagnosis:9ccs98:HTN:0.070
Diagnosis:9ccs10:Immuniz/scrn:0.068
Diagnosis:9ccs163:Other GU dx:0.068
Maternal Diagnosis:9ccs149:Biliary dx:0.067
Diagnosis:9ccs257:Ot aftercare:0.065
Maternal Lab History: GAMMA GT-otherPregnancy:-0.064
* Vital: Ht-avg16to19 | coef 0.013 95% CI: [0.006 , 0.019] | OR_adj 1.013 [1.006 1.019] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.599
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.190
Maternal Diagnosis:9ccs184:Early labor:-0.126
Diagnosis:9ccs238:Complic proc:-0.108
Newborn Diagnosis:9ccs221:Resp distres:-0.103
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Diagnosis:9ccs219:Low birth wt:-0.091
Newborn Diagnosis:9ccs253:Allergy:-0.072
Newborn Diagnosis:9ccs200:Oth skin dx:-0.071
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.070
Diagnosis:9ccs138:Esophgeal dx:-0.069
Vital: Temp-avg7to10 | coef 0.013 95% CI: [0.008 , 0.017] | OR_adj 1.013 [1.008 1.017] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.520
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.147
Newborn Diagnosis:9ccs219:Low birth wt:-0.133
Diagnosis:9ccs219:Low birth wt:-0.093
Newborn Diagnosis:9ccs94:Other ear dx:0.092
Maternal Procedure History:81000-postPregnancy:-0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.073
Maternal Diagnosis:9ccs185:Long pregncy:0.072
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072
Newborn Diagnosis:9ccs256:Exam/eval:-0.069
Vital: Temp-latest | coef 0.012 95% CI: [0.009 , 0.016] | OR_adj 1.013 [1.009 1.016] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.654
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.345
Diagnosis:9ccs126:Ot up rsp in:0.315
Number of Visits:0.273
Diagnosis:9ccs92:Otitis media:0.265
Diagnosis:9ccs7:Viral infect:0.206
Diagnosis:9ccs257:Ot aftercare:0.188
Diagnosis:9ccs135:Intest infct:0.156
Diagnosis:9ccs90:Eye infectn:0.148
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137
Vital: Ht-gain10to16 | coef 0.012 95% CI: [0.010 , 0.015] | OR_adj 1.012 [1.010 1.015] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.557
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.095
Maternal Lab History: 1 HOUR-otherPregnancy:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Diagnosis:9ccs242:Poisn ot med:0.085
Maternal Lab History: 2 HOUR-otherPregnancy:0.079
Maternal Lab History: 2 HOUR-postPregnancy:0.074
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.073
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.070
Maternal Lab History: MPV-postPregnancy:0.070
Vital: Temp-avg16to19 | coef 0.012 95% CI: [0.009 , 0.015] | OR_adj 1.012 [1.009 1.015] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.557
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.107
Maternal Procedure History:86580-postPregnancy:-0.103
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Diagnosis:9ccs208:Acq foot def:0.086
Maternal Procedure History:97014-postPregnancy:0.080
Diagnosis:9ccs217:Ot cong anom:-0.077
Newborn Diagnosis:9ccs200:Oth skin dx:-0.075
Maternal Diagnosis:9ccs184:Early labor:-0.075
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.074
Maternal Lab History: Varicella IgG-postPregnancy:0.073
Vital: Ht-gain5to10 | coef 0.012 95% CI: [0.006 , 0.017] | OR_adj 1.012 [1.006 1.017] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccs175:Ot femal gen:-0.199
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.199
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.146
Diagnosis:9ccs223:Birth trauma:-0.120
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.105
Diagnosis:9ccs247:Lymph enlarg:-0.090
Newborn Diagnosis:9ccs259:Unclassified:-0.079
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.079
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.079
Maternal Diagnosis:9ccs238:Complic proc:0.075
Vital: Ht-avg19to24 | coef 0.011 95% CI: [0.005 , 0.017] | OR_adj 1.011 [1.005 1.018] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.545
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.103
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Maternal Procedure History:81025-postPregnancy:0.084
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.080
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.076
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.076
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.073
Maternal Diagnosis:9ccs5:HIV infectn:0.071
Maternal Procedure History:J1055-postPregnancy:-0.069
Vital: HC-gain0to3 | coef 0.011 95% CI: [0.007 , 0.014] | OR_adj 1.011 [1.007 1.015] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.464
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.094
Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.083
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.081
Diagnosis:9ccs238:Complic proc:-0.079
Diagnosis:9ccs125:Bronchitis:0.075
Maternal Diagnosis:9ccs182:Hemorr preg:-0.074
* Vital: HC-avg5to7 | coef 0.011 95% CI: [0.008 , 0.014] | OR_adj 1.011 [1.008 1.014] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.600
Correlated most with:
Diagnosis:9ccs238:Complic proc:-0.304
Maternal Lab History: eGFR-postPregnancy:-0.156
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.151
Diagnosis:9ccs3:Oth bact inf:0.144
Maternal Lab History: MUMPS IGG-postPregnancy:-0.124
Maternal Diagnosis:9ccs49:DiabMel no c:-0.121
Diagnosis:9ccs95:Oth nerv dx:-0.106
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.100
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.100
Diagnosis:9ccs143:Abdom hernia:-0.099
Vital: Temp-avg13to16 | coef 0.010 95% CI: [0.007 , 0.014] | OR_adj 1.010 [1.007 1.014] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.584
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.125
Maternal Lab History: HEMATOCRIT-postPregnancy:0.092
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.087
Maternal Procedure History:97014-postPregnancy:-0.083
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.081
Diagnosis:9ccs239:Superfic inj:-0.080
Maternal Lab History: ABS LYMPH-postPregnancy:-0.069
Newborn Diagnosis:9ccs95:Oth nerv dx:0.068
Maternal Diagnosis:9ccs172:Ovarian cyst:0.068
Maternal Diagnosis:9ccs191:Amnios dx:-0.066
Vital: Temp-avg5to7 | coef 0.010 95% CI: [0.007 , 0.014] | OR_adj 1.010 [1.007 1.014] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.571
Correlated most with:
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.141
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.118
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.109
Maternal Lab History: INHMOM-postPregnancy:0.103
Maternal Lab History: 1 HOUR-postPregnancy:-0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.091
Lab:295669 BILIRUBIN DIRECT - LMC:0.088
Maternal Procedure History:90656-postPregnancy:0.084
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.083
Maternal Lab History: POLYS-postPregnancy:-0.079
Vital: Ht-avg10to13 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.013] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.523
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.220
Maternal Diagnosis:9ccs184:Early labor:-0.140
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Diagnosis:9ccs219:Low birth wt:-0.108
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.098
Maternal Diagnosis:9ccs128:Asthma:-0.094
Maternal Lab History: INHMOM-otherPregnancy:-0.091
Newborn Diagnosis:9ccs222:Perint jaund:-0.085
Newborn Diagnosis:9ccs221:Resp distres:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Vital: Ht-avg5to7 | coef 0.010 95% CI: [0.004 , 0.016] | OR_adj 1.010 [1.004 1.016] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.538
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.107
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.103
Maternal Diagnosis:9ccs184:Early labor:-0.102
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.089
Maternal Lab History: 1 HOUR-otherPregnancy:0.079
Newborn Diagnosis:9ccs200:Oth skin dx:-0.076
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.074
Diagnosis:9ccs208:Acq foot def:0.072
Maternal Procedure History:90746-postPregnancy:-0.071
Maternal Diagnosis:9ccs185:Long pregncy:0.070
Vital: Ht Percentile-avg5to7 | coef 0.010 95% CI: [-0.002 , 0.022] | OR_adj 1.010 [0.998 1.022] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.538
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.278
Maternal Diagnosis:9ccs184:Early labor:-0.237
Diagnosis:9ccs219:Low birth wt:-0.169
Maternal Diagnosis:9ccs185:Long pregncy:0.151
Newborn Diagnosis:9ccs256:Exam/eval:-0.136
Newborn Diagnosis:9ccs221:Resp distres:-0.113
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.099
Maternal Procedure History:86580-postPregnancy:-0.098
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.095
Diagnosis:9ccs143:Abdom hernia:-0.090
Vital: HC-gain1to5 | coef 0.009 95% CI: [0.007 , 0.012] | OR_adj 1.009 [1.007 1.012] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.483
Correlated most with:
Maternal Diagnosis:9ccs187:Malposition:0.100
Diagnosis:9ccs10:Immuniz/scrn:0.089
Diagnosis:9ccs217:Ot cong anom:0.086
Maternal Procedure History:90658-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.082
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.077
Maternal Lab History: PROLACTIN-postPregnancy:0.071
Maternal Lab History: GAMMA GT-otherPregnancy:-0.068
Diagnosis:9ccs257:Ot aftercare:0.064
Diagnosis:9ccs7:Viral infect:0.063
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.009 95% CI: [0.003 , 0.016] | OR_adj 1.009 [1.003 1.016] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.115
Maternal Lab History: URIC ACID-otherPregnancy:0.096
Maternal Lab History: 3 HOUR-postPregnancy:-0.086
Maternal Lab History: MPV-otherPregnancy:0.080
Maternal Lab History: NEUTROPHIL-postPregnancy:0.070
Maternal Diagnosis:9ccs7:Viral infect:0.070
Maternal Lab History: 1 HOUR-otherPregnancy:0.069
Newborn Diagnosis:9ccs222:Perint jaund:0.067
Maternal Diagnosis:9ccs91:Other eye dx:0.067
Diagnosis:9ccs91:Other eye dx:0.063
Vital: HC-gain16to24 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.504
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Procedure History:J1055-postPregnancy:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.080
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.073
Maternal Lab History: 2 HOUR-postPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs133:Oth low resp:-0.070
Diagnosis:9ccs48:Thyroid dsor:-0.069
Maternal Diagnosis:9ccs106:Dysrhythmia:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
Vital: HC-gain10to16 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.011] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.514
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.120
Maternal Lab History: 1 HOUR-postPregnancy:0.092
Diagnosis:9ccs2:Septicemia:0.082
Maternal Lab History: 1 HOUR-otherPregnancy:0.079
Maternal Lab History: 1/2 HOUR-postPregnancy:0.076
Maternal Diagnosis:9ccs184:Early labor:-0.074
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.074
Diagnosis:9ccs58:Ot nutrit dx:-0.073
Diagnosis:9ccs238:Complic proc:-0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.071
Vital: Temp-avg3to5 | coef 0.009 95% CI: [0.007 , 0.010] | OR_adj 1.009 [1.007 1.010] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.602
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.141
Newborn Diagnosis:9ccs219:Low birth wt:-0.109
Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.071
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.070
Diagnosis:9ccs147:Anal/rectal:0.070
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.069
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.069
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.068
Vital: Ht-avg7to10 | coef 0.008 95% CI: [0.006 , 0.011] | OR_adj 1.008 [1.006 1.011] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.071
Newborn Diagnosis:9ccs221:Resp distres:0.068
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.064
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.062
Newborn Diagnosis:9ccs253:Allergy:0.060
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.058
Diagnosis:9ccs256:Exam/eval:-0.058
Diagnosis:9ccs258:Other screen:-0.057
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.052
Maternal Lab History: HCG-postPregnancy:0.050
Vital: HC-gain7to13 | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.011] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.473
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.096
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Diagnosis:9ccs125:Bronchitis:0.079
Maternal Lab History: 1 HOUR-otherPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.074
Diagnosis:9ccs10:Immuniz/scrn:-0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.070
Maternal Lab History: 3 HOUR-otherPregnancy:0.068
Vital: Ht Percentile-gain16to24 | coef 0.008 95% CI: [0.004 , 0.012] | OR_adj 1.008 [1.004 1.012] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.502
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:0.081
Maternal Lab History: PH-postPregnancy:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.073
Diagnosis:9ccs128:Asthma:0.071
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.068
Maternal Lab History: HCG-otherPregnancy:-0.068
Maternal Lab History: UREA NITROGEN-postPregnancy:0.067
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.008 95% CI: [0.002 , 0.014] | OR_adj 1.008 [1.002 1.014] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs2:Septicemia:-0.124
Maternal Diagnosis:9ccs62:Coag/hemr dx:-0.124
Diagnosis:9ccs159:UTI:0.085
Diagnosis:9ccs58:Ot nutrit dx:0.083
Diagnosis:9ccs224:Ot perint dx:-0.082
Diagnosis:9ccs83:Epilepsy/cnv:-0.074
Diagnosis:9ccs208:Acq foot def:0.068
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.068
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.068
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.058
Vital: Ht-avg0to1 | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.011] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.612
Correlated most with:
Diagnosis:9ccs154:Gastroent:-0.089
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.079
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.079
Maternal Lab History: INHMOM-postPregnancy:0.078
Maternal Lab History: AST-otherPregnancy:0.075
Maternal Diagnosis:9ccs181:Ot preg comp:0.070
Maternal Diagnosis:9ccs91:Other eye dx:0.069
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.069
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.069
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.066
Diagnosis:9ccs113:Late eff CVD | coef 0.008 95% CI: [-0.005 , 0.020] | OR_adj 1.008 [0.995 1.021] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.180
Diagnosis:9ccs94:Other ear dx:0.141
Maternal Procedure History:97001-postPregnancy:0.141
Number of Visits:0.138
Diagnosis:9ccs83:Epilepsy/cnv:0.113
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.098
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.087
Maternal Diagnosis:9ccs69:Affective dx:0.087
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.083
Vital: Ht-gain0to24 | coef 0.008 95% CI: [0.004 , 0.011] | OR_adj 1.008 [1.004 1.011] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.547
Correlated most with:
Number of Visits:-0.152
Diagnosis:9ccs90:Eye infectn:-0.120
Diagnosis:9ccs257:Ot aftercare:-0.120
Diagnosis:9ccs10:Immuniz/scrn:-0.119
Diagnosis:9ccs135:Intest infct:-0.119
Diagnosis:9ccs126:Ot up rsp in:-0.116
Diagnosis:9ccs92:Otitis media:-0.111
Diagnosis:9ccs242:Poisn ot med:-0.100
Diagnosis:9ccs7:Viral infect:-0.099
Diagnosis:9ccs133:Oth low resp:-0.093
Vital: HC-avg0to1 | coef 0.007 95% CI: [0.004 , 0.011] | OR_adj 1.007 [1.004 1.011] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.620
Correlated most with:
Number of Visits:-0.166
Diagnosis:9ccs126:Ot up rsp in:-0.138
Diagnosis:9ccs92:Otitis media:-0.120
Diagnosis:9ccs125:Bronchitis:-0.110
Maternal Procedure History:90746-postPregnancy:-0.099
Diagnosis:9ccs133:Oth low resp:-0.082
Newborn Diagnosis:9ccs0:No DX:0.081
Diagnosis:9ccs135:Intest infct:-0.079
Diagnosis:9ccs257:Ot aftercare:-0.078
Maternal Procedure History:96372-otherPregnancy:0.073
Vital: HC-gain13to19 | coef 0.007 95% CI: [0.006 , 0.009] | OR_adj 1.007 [1.006 1.009] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.465
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.105
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101
Maternal Lab History: INHMOM-otherPregnancy:-0.085
Maternal Lab History: 1 HOUR-otherPregnancy:0.080
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079
Maternal Lab History: 2 HOUR-otherPregnancy:0.077
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.077
Maternal Procedure History:90746-postPregnancy:-0.075
Maternal Diagnosis:9ccs182:Hemorr preg:-0.075
Maternal Lab History: APF MoM-otherPregnancy:-0.074
Vital: Ht Percentile-avg16to19 | coef 0.007 95% CI: [0.002 , 0.012] | OR_adj 1.007 [1.002 1.012] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.599
Correlated most with:
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.099
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.095
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.083
Maternal Procedure History:90772-postPregnancy:0.071
Maternal Procedure History:90471-otherPregnancy:0.069
Diagnosis:9ccs124:Tonsillitis:-0.068
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.067
Maternal Procedure History:86580-postPregnancy:-0.066
Diagnosis:9ccs47:Ot bnign neo:0.065
Maternal Lab History: APF MoM-otherPregnancy:-0.065
Vital: HR-avg13to16 | coef 0.007 95% CI: [0.000 , 0.014] | OR_adj 1.007 [1.000 1.014] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.531
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.219
Maternal Diagnosis:9ccs184:Early labor:-0.170
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.118
Newborn Diagnosis:9ccs221:Resp distres:-0.116
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Newborn Diagnosis:9ccs222:Perint jaund:-0.087
Maternal Diagnosis:9ccs259:Unclassified:-0.085
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085
Newborn Diagnosis:9ccs200:Oth skin dx:-0.084
Diagnosis:9ccs219:Low birth wt:-0.083
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.007 95% CI: [0.003 , 0.010] | OR_adj 1.007 [1.003 1.010] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.511
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.081
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.073
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.072
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.071
Lab:292495 LEAD LEVEL - Sunrise:-0.071
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.069
Maternal Procedure History:99401-postPregnancy:-0.068
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.007 95% CI: [-0.003 , 0.017] | OR_adj 1.007 [0.997 1.017] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.524
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Number of Visits:0.138
Diagnosis:9ccs74:Ot mentl cnd:0.102
Lab:294203 BILIRUBIN TOTAL - LMC:0.092
Diagnosis:9ccs256:Exam/eval:0.090
Diagnosis:9ccs253:Allergy:0.088
Diagnosis:9ccs155:Other GI dx:0.087
Diagnosis:9ccs134:Ot uppr resp:0.085
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.081
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.079
* Vital: Ht-avg13to16 | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.568
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.099
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.090
Diagnosis:9ccs238:Complic proc:-0.089
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.081
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.074
Maternal Lab History: TP PERIOD-postPregnancy:0.073
Maternal Lab History: RDW-otherPregnancy:0.070
Newborn Diagnosis:9ccs219:Low birth wt:-0.067
Maternal Lab History: FIBRINOGEN-postPregnancy:0.065
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.006 95% CI: [0.003 , 0.010] | OR_adj 1.007 [1.003 1.010] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.511
Correlated most with:
Number of Visits:0.125
Diagnosis:9ccs126:Ot up rsp in:0.116
Maternal Diagnosis:9ccs184:Early labor:0.084
Diagnosis:9ccs92:Otitis media:0.082
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.076
Maternal Lab History: HERPES II IgG-otherPregnancy:0.070
Diagnosis:9ccs128:Asthma:0.069
Newborn Diagnosis:9ccs256:Exam/eval:0.068
Diagnosis:9ccs122:Pneumonia:0.068
Maternal Lab History: INR-otherPregnancy:-0.067
Vital: HC-gain5to10 | coef 0.006 95% CI: [0.006 , 0.007] | OR_adj 1.006 [1.006 1.007] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.568
Correlated most with:
Maternal Procedure History:J7300-postPregnancy:0.114
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.097
Diagnosis:9ccs256:Exam/eval:0.095
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.086
Maternal Procedure History:58300-postPregnancy:0.085
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.082
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.078
Diagnosis:9ccs133:Oth low resp:-0.078
Diagnosis:9ccs136:Teeth dx:-0.078
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.006 95% CI: [0.002 , 0.010] | OR_adj 1.006 [1.002 1.010] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.618
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.101
Diagnosis:9ccs128:Asthma:0.088
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.084
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Diagnosis:9ccs200:Oth skin dx:0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.082
Maternal Lab History: 1 HOUR-postPregnancy:0.080
Diagnosis:9ccs64:Ot hematl dx:0.074
Maternal Diagnosis:9ccs168:PID:-0.069
Number of Visits:0.068
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.618
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.101
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.100
Number of Visits:0.090
Maternal Procedure History:90472-postPregnancy:0.078
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.072
Diagnosis:9ccs239:Superfic inj:0.070
Diagnosis:9ccs135:Intest infct:0.068
Diagnosis:9ccs154:Gastroent:-0.068
Diagnosis:9ccs217:Ot cong anom:0.065
Diagnosis:9ccs159:UTI:0.065
Vital: BP-postPregnancy | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 666 | OR_unadj: 1.322 [0.954 1.832] | indivs AUC:0.602
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.085
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.079
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.075
Maternal Lab History: FREE T-4-otherPregnancy:-0.068
Diagnosis:9ccs163:Other GU dx:-0.067
Maternal Procedure History:86580-postPregnancy:0.066
Diagnosis:9ccs92:Otitis media:0.065
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.063
Maternal Lab History: WEIGHT-otherPregnancy:0.061
Maternal Diagnosis:9ccs69:Affective dx:0.061
Vital: Ht-avg3to5 | coef 0.006 95% CI: [0.004 , 0.007] | OR_adj 1.006 [1.004 1.007] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.092
Maternal Procedure History:81025-postPregnancy:-0.065
Maternal Procedure History:J1055-postPregnancy:-0.065
Diagnosis:9ccs76:Meningitis:0.063
Diagnosis:9ccs216:Nerv cong an:0.063
Diagnosis:9ccs58:Ot nutrit dx:-0.063
Maternal Lab History: POLYS-postPregnancy:-0.061
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.061
Diagnosis:9ccs7:Viral infect:-0.061
Maternal Lab History: MCV-otherPregnancy:-0.060
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.509
Correlated most with:
Number of Visits:0.145
Diagnosis:9ccs126:Ot up rsp in:0.121
Diagnosis:9ccs92:Otitis media:0.100
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.096
Diagnosis:9ccs10:Immuniz/scrn:0.083
Diagnosis:9ccs137:Mouth dx:0.071
Maternal Lab History: URINE SUGAR-postPregnancy:0.068
Maternal Lab History: HERPES II IgG-otherPregnancy:0.066
Diagnosis:9ccs128:Asthma:0.066
Diagnosis:9ccs122:Pneumonia:0.064
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.509
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.083
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.077
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.077
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.077
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.074
Vital: Ht Percentile-gain3to7 | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.492
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.118
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.116
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.103
Newborn Diagnosis:9ccs219:Low birth wt:-0.094
Diagnosis:9ccs219:Low birth wt:-0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.074
Newborn Diagnosis:9ccs223:Birth trauma:0.074
Maternal Lab History: INHMOM-otherPregnancy:-0.072
Maternal Lab History: 2 HOUR-otherPregnancy:0.070
Newborn Diagnosis:9ccs215:gu cong anom:0.070
* Vital: HC-avg19to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.658
Correlated most with:
Maternal Lab History: ANION GAP-otherPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.066
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.060
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.060
Diagnosis:9ccs222:Perint jaund:-0.059
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.057
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.055
Diagnosis:9ccs217:Ot cong anom:-0.055
Maternal Procedure History:90472-postPregnancy:0.054
Maternal Procedure History:J1055-postPregnancy:-0.054
Vital: HR-latest | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.281
Diagnosis:9ccs10:Immuniz/scrn:0.260
Number of Visits:0.240
Diagnosis:9ccs92:Otitis media:0.212
Diagnosis:9ccs7:Viral infect:0.178
Diagnosis:9ccs257:Ot aftercare:0.155
Diagnosis:9ccs135:Intest infct:0.138
Diagnosis:9ccs90:Eye infectn:0.129
Maternal Procedure History:36415-otherPregnancy:-0.110
Diagnosis:9ccs125:Bronchitis:0.109
Vital: Ht Percentile-avg3to5 | coef 0.005 95% CI: [-0.002 , 0.012] | OR_adj 1.005 [0.998 1.012] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.493
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.132
Maternal Lab History: GFR in African American-otherPregnancy:-0.126
Maternal Lab History: GFR Calculation-otherPregnancy:-0.126
Maternal Lab History: PT-postPregnancy:-0.112
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.111
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.105
Newborn Diagnosis:9ccs253:Allergy:0.094
Maternal Diagnosis:9ccs238:Complic proc:-0.088
Maternal Lab History: INR-postPregnancy:-0.087
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.455
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106
Diagnosis:9ccs48:Thyroid dsor:-0.101
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.092
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.074
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.071
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.071
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.070
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.067
Maternal Diagnosis:9ccs182:Hemorr preg:-0.067
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.455
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.101
Maternal Lab History: MPV-otherPregnancy:0.096
Maternal Procedure History:99211-otherPregnancy:0.092
Maternal Procedure History:96372-otherPregnancy:-0.088
Maternal Lab History: FASTING-postPregnancy:-0.076
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.073
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.072
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070
Diagnosis:9ccs242:Poisn ot med:0.066
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.065
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.602
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.119
Diagnosis:9ccs83:Epilepsy/cnv:-0.101
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.078
Diagnosis:9ccs90:Eye infectn:0.070
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.066
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.065
Diagnosis:9ccs94:Other ear dx:-0.063
Diagnosis:9ccs247:Lymph enlarg:0.062
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.059
Maternal Lab History: eGFR-postPregnancy:0.056
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.593
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.145
Maternal Procedure History:97014-postPregnancy:0.127
Maternal Lab History: AFP-otherPregnancy:0.112
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.103
Maternal Lab History: PT-postPregnancy:-0.093
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.093
Newborn Diagnosis:9ccs0:No DX:-0.088
Maternal Procedure History:97110-postPregnancy:0.087
Maternal Lab History: AMYLASE-postPregnancy:0.086
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.085
Vital: Ht Percentile-gain13to19 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.484
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Diagnosis:9ccs125:Bronchitis:0.082
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.072
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.071
Diagnosis:9ccs48:Thyroid dsor:-0.071
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.068
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.067
Maternal Lab History: MPV-postPregnancy:0.066
Maternal Lab History: INHMOM-otherPregnancy:-0.063
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.477
Correlated most with:
Number of Visits:0.126
Diagnosis:9ccs126:Ot up rsp in:0.121
Diagnosis:9ccs7:Viral infect:0.096
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.086
Diagnosis:9ccs239:Superfic inj:0.084
Maternal Procedure History:90472-postPregnancy:0.080
Diagnosis:9ccs154:Gastroent:-0.075
Diagnosis:9ccs135:Intest infct:0.074
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.069
Diagnosis:9ccs159:UTI:0.068
Vital: Ht Percentile-gain5to10 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.088
Maternal Lab History: PAPP-A-postPregnancy:0.078
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.077
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.072
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.071
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.071
Maternal Lab History: URINE SUGAR-postPregnancy:0.070
Diagnosis:9ccs212:Ot bone dx:0.069
Maternal Lab History: MCV-otherPregnancy:0.067
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.066
Vital: Ht Percentile-gain10to16 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.528
Correlated most with:
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.115
Maternal Procedure History:87880-postPregnancy:0.102
Maternal Lab History: POLYS-postPregnancy:0.093
Maternal Diagnosis:9ccs10:Immuniz/scrn:-0.093
Diagnosis:9ccs126:Ot up rsp in:-0.089
Number of Visits:-0.089
Diagnosis:9ccs63:Wht blood dx:0.082
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.082
Diagnosis:9ccs155:Other GI dx:-0.082
Diagnosis:9ccs133:Oth low resp:-0.079
* Vital: HC-gain0to24 | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.657
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.081
Maternal Lab History: 2 HOUR-postPregnancy:0.070
Diagnosis:9ccs48:Thyroid dsor:-0.070
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Diagnosis:9ccs182:Hemorr preg:-0.064
Diagnosis:9ccs128:Asthma:0.064
Lab:297262 HEMOGLOBIN (HEMOCUE):0.064
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.005 95% CI: [0.003 , 0.006] | OR_adj 1.005 [1.003 1.006] | occ: 1060 | OR_unadj: 1.433 [1.080 1.900] | indivs AUC:0.602
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):0.133
Newborn Diagnosis:9ccs221:Resp distres:0.095
Newborn Diagnosis:9ccs253:Allergy:0.085
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.082
Diagnosis:9ccs239:Superfic inj:-0.068
Diagnosis:9ccs215:gu cong anom:0.067
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.065
Diagnosis:9ccs197:Skin infectn:-0.065
Maternal Diagnosis:9ccs106:Dysrhythmia:0.056
Diagnosis:9ccs90:Eye infectn:0.046
* Diagnosis:9ccs10:Immuniz/scrn | coef 0.005 95% CI: [0.000 , 0.009] | OR_adj 1.005 [1.000 1.009] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.468
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.458
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.207
Diagnosis:9ccs257:Ot aftercare:0.194
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs253:Allergy:0.179
Number of Visits:0.166
Diagnosis:9ccs135:Intest infct:0.147
Diagnosis:9ccs90:Eye infectn:0.143
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.593
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.098
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 1 HOUR-otherPregnancy:0.092
Maternal Lab History: 2 HOUR-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: 2 HOUR-otherPregnancy:0.071
Lab:297262 HEMOGLOBIN (HEMOCUE):0.066
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.573
Correlated most with:
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.108
Maternal Lab History: INR-otherPregnancy:-0.086
Diagnosis:9ccs10:Immuniz/scrn:0.076
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.074
Diagnosis:9ccs92:Otitis media:0.074
Maternal Diagnosis:9ccs7:Viral infect:-0.071
Maternal Lab History: WBC-postPregnancy:0.069
Maternal Lab History: 3 HOUR-postPregnancy:-0.068
Maternal Lab History: URINE SUGAR-postPregnancy:0.068
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.573
Correlated most with:
Maternal Lab History: LDH-otherPregnancy:-0.088
Maternal Lab History: HCG-postPregnancy:-0.087
Diagnosis:9ccs240:Burns:0.086
Maternal Diagnosis:9ccs184:Early labor:0.085
Maternal Procedure History:90658-postPregnancy:-0.082
Diagnosis:9ccs217:Ot cong anom:0.077
Maternal Lab History: PLATELET COUNT-postPregnancy:0.075
Maternal Diagnosis:9ccs191:Amnios dx:0.073
Diagnosis:9ccs161:Ot dx kidney:0.073
Diagnosis:9ccs63:Wht blood dx:0.071
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.004 95% CI: [0.001 , 0.007] | OR_adj 1.004 [1.001 1.007] | occ: 1058 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.527
Correlated most with:
Number of Visits:0.115
Diagnosis:9ccs126:Ot up rsp in:0.103
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.095
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.085
Diagnosis:9ccs135:Intest infct:0.079
Diagnosis:9ccs154:Gastroent:-0.070
Maternal Procedure History:90472-postPregnancy:0.069
Diagnosis:9ccs239:Superfic inj:0.068
Diagnosis:9ccs257:Ot aftercare:0.067
Diagnosis:9ccs159:UTI:0.067
Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 1059 | OR_unadj: 1.050 [0.773 1.426] | indivs AUC:0.550
Correlated most with:
Maternal Lab History: PT-postPregnancy:0.129
Maternal Lab History: AMYLASE-postPregnancy:-0.120
Newborn Diagnosis:9ccs0:No DX:0.119
Newborn Diagnosis:9ccs95:Oth nerv dx:0.116
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.111
Maternal Lab History: INR-postPregnancy:0.104
Diagnosis:9ccs238:Complic proc:0.102
Diagnosis:9ccs216:Nerv cong an:0.092
Diagnosis:9ccs250:Nausea/vomit:0.085
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.080
Vital: Ht Percentile-avg10to13 | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.557
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:-0.112
Maternal Lab History: GFR in African American-postPregnancy:-0.112
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.111
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.108
Maternal Lab History: APF MoM-otherPregnancy:-0.108
Maternal Lab History: INHMOM-otherPregnancy:-0.098
Maternal Lab History: INHMOM-postPregnancy:0.087
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.085
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.080
Maternal Procedure History:90471-postPregnancy:-0.078
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 994 | OR_unadj: 1.205 [0.891 1.630] | indivs AUC:0.477
Correlated most with:
Diagnosis:9ccs133:Oth low resp:-0.092
Maternal Lab History: INHMOM-postPregnancy:0.085
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.074
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.071
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.069
Diagnosis:9ccs154:Gastroent:-0.068
Diagnosis:9ccs92:Otitis media:0.066
Diagnosis:9ccs10:Immuniz/scrn:-0.065
Diagnosis:9ccs238:Complic proc:0.065
Maternal Lab History: ESTRIOL-postPregnancy:0.063
Vital: HR-avg1to3 | coef 0.004 95% CI: [-0.002 , 0.010] | OR_adj 1.004 [0.998 1.010] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.487
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.362
Maternal Diagnosis:9ccs184:Early labor:-0.355
Diagnosis:9ccs219:Low birth wt:-0.222
Maternal Diagnosis:9ccs185:Long pregncy:0.217
Newborn Diagnosis:9ccs221:Resp distres:-0.150
Newborn Diagnosis:9ccs256:Exam/eval:-0.139
Newborn Diagnosis:9ccs224:Ot perint dx:0.130
Maternal Diagnosis:9ccs183:HTN in preg:-0.125
Newborn Diagnosis:9ccs253:Allergy:-0.111
Newborn Diagnosis:9ccs222:Perint jaund:-0.107
Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.006] | occ: 1056 | OR_unadj: 1.054 [0.776 1.431] | indivs AUC:0.550
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.104
Maternal Diagnosis:9ccs159:UTI-postPregnancy:-0.083
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.083
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.073
Diagnosis:9ccs96:Hrt valve dx:-0.068
Diagnosis:9ccs59:Anemia:0.066
Maternal Diagnosis:9ccs59:Anemia:-0.061
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.058
Maternal Diagnosis:9ccs186:DM in preg:-0.055
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.048
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 1060 | OR_unadj: 0.950 [0.691 1.307] | indivs AUC:0.445
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.088
Maternal Lab History: PAPP-A-otherPregnancy:-0.081
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.080
Maternal Lab History: BASOPHIL-postPregnancy:0.080
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.076
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.075
Diagnosis:9ccs127:COPD:0.074
Maternal Lab History: HERPES II IgG-otherPregnancy:0.072
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.071
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.499
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.113
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.102
Newborn Diagnosis:9ccs221:Resp distres:-0.094
Newborn Diagnosis:9ccs253:Allergy:-0.084
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.080
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.074
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.070
Maternal Lab History: TP PERIOD-postPregnancy:0.070
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.069
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1013 | OR_unadj: 0.877 [0.644 1.195] | indivs AUC:0.481
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.095
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.086
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.084
Maternal Lab History: FIBRINOGEN-postPregnancy:0.081
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.076
Maternal Procedure History:86580-postPregnancy:-0.072
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.071
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.071
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.071
Maternal Diagnosis:9ccs98:HTN:-0.069
Vital: Ht Percentile-gain7to13 | coef 0.003 95% CI: [0.002 , 0.005] | OR_adj 1.003 [1.002 1.005] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccs163:Other GU dx:-0.238
Diagnosis:9ccs219:Low birth wt:-0.163
Maternal Diagnosis:9ccs128:Asthma:-0.132
Diagnosis:9ccs204:Ot joint dx:0.117
Diagnosis:9ccs242:Poisn ot med:0.117
Diagnosis:9ccs224:Ot perint dx:-0.111
Maternal Procedure History:86703-postPregnancy:0.101
Diagnosis:9ccs113:Late eff CVD:-0.092
Diagnosis:9ccs159:UTI:-0.089
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.089
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.081
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
Vital: Ht Percentile-avg13to16 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.561
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.130
Newborn Diagnosis:9ccs219:Low birth wt:-0.118
Newborn Diagnosis:9ccs221:Resp distres:-0.085
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.082
Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.082
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.078
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.074
Maternal Diagnosis:9ccs106:Dysrhythmia:-0.073
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.072
Diagnosis:9ccs219:Low birth wt:-0.070
Diagnosis:9ccs255:Social admin | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.458
Diagnosis:9ccs126:Ot up rsp in:0.355
Number of Visits:0.240
Diagnosis:9ccs253:Allergy:0.212
Diagnosis:9ccs92:Otitis media:0.192
Diagnosis:9ccs257:Ot aftercare:0.190
Diagnosis:9ccs7:Viral infect:0.187
Diagnosis:9ccs90:Eye infectn:0.125
Diagnosis:9ccs125:Bronchitis:0.124
* Vital: Ht Percentile-avg19to24 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.633
Correlated most with:
Maternal Procedure History:97140-postPregnancy:0.480
Maternal Lab History: BASE DEFICIT-postPregnancy:0.324
Maternal Lab History: BICARBONATE-postPregnancy:-0.297
Maternal Procedure History:97110-postPregnancy:0.292
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.205
Maternal Lab History: PTT-postPregnancy:-0.184
Maternal Lab History: O2 SATURATION-postPregnancy:0.183
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.170
Maternal Lab History: URIC ACID-postPregnancy:0.169
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.137
Vital: HR-avg16to19 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.505
Correlated most with:
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.139
Maternal Procedure History:90658-postPregnancy:-0.085
Maternal Lab History: 3 HOUR-postPregnancy:0.085
Newborn Diagnosis:9ccs94:Other ear dx:-0.077
Newborn Diagnosis:9ccs221:Resp distres:0.075
Diagnosis:9ccs125:Bronchitis:0.073
Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.071
Maternal Lab History: 1 HOUR-postPregnancy:-0.070
Diagnosis:9ccs244:Other injury:0.068
Diagnosis:9ccs135:Intest infct:0.068
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.554
Correlated most with:
Diagnosis:9ccs125:Bronchitis:0.091
Diagnosis:9ccs154:Gastroent:-0.089
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.082
Newborn Diagnosis:9ccs222:Perint jaund:0.077
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.076
Diagnosis:9ccs163:Other GU dx:0.076
Diagnosis:9ccs126:Ot up rsp in:0.075
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Lab History: APF MoM-otherPregnancy:-0.071
Number of Visits:0.071
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1059 | OR_unadj: 1.001 [0.752 1.332] | indivs AUC:0.422
Correlated most with:
Maternal Lab History: NEUTROPHIL-postPregnancy:0.146
Maternal Lab History: 3 HOUR-postPregnancy:-0.129
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.108
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.086
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.075
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.074
Maternal Lab History: INR-postPregnancy:-0.074
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.072
Maternal Lab History: 1 HOUR-postPregnancy:-0.071
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.070
Vital: Ht Percentile-avg7to10 | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.578
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.104
Maternal Lab History: INHMOM-postPregnancy:0.101
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.093
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.085
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.084
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.080
Maternal Lab History: INHMOM-otherPregnancy:-0.079
Maternal Lab History: VLDL-postPregnancy:0.079
Maternal Lab History: AST (SGOT)-postPregnancy:0.078
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.076
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.003 95% CI: [0.001 , 0.004] | OR_adj 1.003 [1.001 1.004] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.499
Correlated most with:
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.078
Maternal Lab History: PLATELET COUNT-postPregnancy:0.073
Diagnosis:9ccs213:Cardiac anom:-0.072
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.068
Maternal Procedure History:90658-postPregnancy:-0.064
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.064
Maternal Lab History: INHMOM-postPregnancy:-0.063
Maternal Lab History: COLONY COUNT-postPregnancy:0.063
Diagnosis:9ccs10:Immuniz/scrn:0.060
Diagnosis:10ccs58:Ot nutrit dx:-0.060
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.003 95% CI: [-0.000 , 0.006] | OR_adj 1.003 [1.000 1.006] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.468
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.069
Maternal Diagnosis:9ccs238:Complic proc:-0.067
Diagnosis:9ccs251:Abdomnl pain:0.066
Maternal Procedure History:97140-postPregnancy:-0.065
Maternal Lab History: URINE CULTURE-postPregnancy:-0.065
Maternal Procedure History:36416-postPregnancy:-0.062
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.059
Maternal Procedure History:87880-postPregnancy:0.058
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.057
Maternal Procedure History:86580-postPregnancy:-0.055
Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 1060 | OR_unadj: 1.130 [0.854 1.496] | indivs AUC:0.557
Correlated most with:
Maternal Procedure History:97014-postPregnancy:-0.193
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.156
Maternal Procedure History:97110-postPregnancy:-0.133
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.128
Newborn Diagnosis:9ccs95:Oth nerv dx:0.127
Maternal Diagnosis:9ccs172:Ovarian cyst:0.127
Maternal Lab History: AFP-otherPregnancy:-0.109
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.101
Diagnosis:9ccs216:Nerv cong an:0.100
Maternal Lab History: GLUCOSE-postPregnancy:-0.099
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.462
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.113
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.101
Maternal Lab History: FERRITIN-postPregnancy:-0.078
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.078
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.073
Maternal Lab History: HERPES II IgG-postPregnancy:-0.072
Maternal Diagnosis:9ccs69:Affective dx:0.069
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.066
Diagnosis:9ccs215:gu cong anom:0.066
Maternal Lab History: FASTING-postPregnancy:0.066
Vital: Ht-otherPregnancy | coef 0.003 95% CI: [-0.000 , 0.005] | OR_adj 1.003 [1.000 1.005] | occ: 309 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.549
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:0.133
Diagnosis:9ccs242:Poisn ot med:0.133
Maternal Procedure History:86703-postPregnancy:0.114
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.100
Diagnosis:9ccs251:Abdomnl pain:0.098
Diagnosis:9ccs167:Breast dx:0.094
Diagnosis:9ccs238:Complic proc:-0.090
Maternal Lab History: MAGNESIUM-postPregnancy:0.089
Maternal Lab History: PTT-postPregnancy:-0.087
Diagnosis:9ccs153:GI hemorrhag:0.086
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 1056 | OR_unadj: 0.986 [0.740 1.313] | indivs AUC:0.422
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs163:Other GU dx:-0.084
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.081
Maternal Procedure History:J1055-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.073
Diagnosis:9ccs234:Crush injury:0.072
Maternal Lab History: PH-otherPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs92:Otitis media:0.068
Vital: Ht Percentile-gain1to5 | coef 0.002 95% CI: [0.001 , 0.004] | OR_adj 1.002 [1.001 1.004] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.448
Correlated most with:
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.093
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.088
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.080
Maternal Lab History: URINE KETONES-postPregnancy:0.074
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.072
Maternal Lab History: AST-postPregnancy:-0.070
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.065
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.064
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.064
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.064
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.554
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Lab History: RBC-otherPregnancy:0.088
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.084
Maternal Lab History: 1 HOUR-postPregnancy:0.079
Maternal Procedure History:96372-otherPregnancy:-0.079
Diagnosis:9ccs128:Asthma:0.079
Diagnosis:9ccs89:Blindness:0.079
Maternal Diagnosis:9ccs184:Early labor:-0.075
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073
Vital: HR-avg19to24 | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.104
Maternal Lab History: MONOCYTE-postPregnancy:0.099
Maternal Diagnosis:9ccs5:HIV infectn:-0.096
Maternal Diagnosis:9ccs184:Early labor:-0.091
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086
Maternal Lab History: WEIGHT-postPregnancy:0.085
Maternal Lab History: 1 HOUR-postPregnancy:0.079
Maternal Lab History: GFR Calculation-postPregnancy:-0.075
* Vital: Ht Percentile-gain0to24 | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.633
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106
Diagnosis:9ccs48:Thyroid dsor:-0.085
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.080
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.077
Maternal Procedure History:90746-postPregnancy:-0.073
Diagnosis:9ccs208:Acq foot def:0.072
Diagnosis:9ccs205:Back problem:-0.071
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.069
Maternal Diagnosis:9ccs182:Hemorr preg:-0.068
Vital: HR-postPregnancy | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 587 | OR_unadj: 0.960 [0.669 1.378] | indivs AUC:0.654
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:0.090
Diagnosis:9ccs256:Exam/eval:-0.077
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.076
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.075
Diagnosis:9ccs154:Gastroent:-0.070
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.068
Maternal Lab History: POLYS-otherPregnancy:-0.065
Maternal Diagnosis:9ccs159:UTI:0.065
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.065
Vital: HR-otherPregnancy | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 291 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.539
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.069
Maternal Lab History: FREE T-4-otherPregnancy:-0.066
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.065
Maternal Procedure History:86580-postPregnancy:0.063
Diagnosis:9ccs96:Hrt valve dx:-0.063
Diagnosis:9ccs92:Otitis media:0.061
Newborn Diagnosis:9ccs215:gu cong anom:-0.061
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.059
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.059
Maternal Procedure History:97014-postPregnancy:-0.058
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.527
Correlated most with:
Number of Visits:-0.161
Diagnosis:9ccs92:Otitis media:-0.142
Diagnosis:9ccs126:Ot up rsp in:-0.126
Maternal Procedure History:97014-postPregnancy:-0.105
Diagnosis:9ccs133:Oth low resp:-0.099
Maternal Lab History: PH-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:-0.085
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.084
Maternal Procedure History:96372-otherPregnancy:0.081
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.081
Diagnosis:9ccs155:Other GI dx | coef 0.002 95% CI: [-0.000 , 0.005] | OR_adj 1.002 [1.000 1.005] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.246
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs7:Viral infect:0.153
Diagnosis:9ccs126:Ot up rsp in:0.144
Diagnosis:9ccs239:Superfic inj:0.136
Diagnosis:9ccs10:Immuniz/scrn:0.130
Diagnosis:9ccs250:Nausea/vomit:0.124
Diagnosis:9ccs133:Oth low resp:0.116
Diagnosis:9ccs91:Other eye dx:0.113
Vital: Ht Percentile-avg0to1 | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:0.196
Maternal Diagnosis:9ccs49:DiabMel no c:0.121
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.108
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.106
Maternal Lab History: RUBELLA-postPregnancy:-0.103
Diagnosis:9ccs214:GI cong anom:0.093
Diagnosis:9ccs4:Mycoses:0.087
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.082
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.074
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.070
Diagnosis:9ccs83:Epilepsy/cnv | coef 0.002 95% CI: [-0.002 , 0.005] | OR_adj 1.002 [0.998 1.005] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs48:Thyroid dsor:0.193
Diagnosis:9ccs113:Late eff CVD:0.113
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.104
Maternal Diagnosis:9ccs69:Affective dx:0.104
Maternal Diagnosis:9ccs91:Other eye dx:0.104
Diagnosis:9ccs238:Complic proc:0.104
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.100
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.094
Diagnosis:9ccs2:Septicemia:0.094
Vital: Ht Percentile-avg1to3 | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.494
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.348
Maternal Diagnosis:9ccs184:Early labor:-0.342
Diagnosis:9ccs219:Low birth wt:-0.204
Newborn Diagnosis:9ccs221:Resp distres:-0.162
Maternal Diagnosis:9ccs185:Long pregncy:0.159
Newborn Diagnosis:9ccs222:Perint jaund:-0.135
Maternal Diagnosis:9ccs183:HTN in preg:-0.127
Newborn Diagnosis:9ccs256:Exam/eval:-0.126
Diagnosis:9ccs143:Abdom hernia:-0.112
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103
Vital: BP-otherPregnancy | coef 0.002 95% CI: [0.000 , 0.004] | OR_adj 1.002 [1.000 1.004] | occ: 314 | OR_unadj: 1.341 [0.868 2.070] | indivs AUC:0.567
Correlated most with:
Maternal Procedure History:97014-postPregnancy:-0.083
Maternal Lab History: 3 HOUR-postPregnancy:-0.081
Diagnosis:9ccs125:Bronchitis:-0.077
Maternal Lab History: NEUTROPHIL-postPregnancy:0.074
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.073
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.071
Maternal Lab History: ESTRIOL-otherPregnancy:-0.069
Lab:295669 BILIRUBIN DIRECT - LMC:-0.069
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.067
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.067
Diagnosis:9ccs253:Allergy | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs255:Social admin:0.212
Diagnosis:9ccs200:Oth skin dx:0.201
Number of Visits:0.180
Diagnosis:9ccs10:Immuniz/scrn:0.179
Diagnosis:9ccs4:Mycoses:0.177
Diagnosis:9ccs126:Ot up rsp in:0.157
Diagnosis:9ccs257:Ot aftercare:0.157
Diagnosis:9ccs7:Viral infect:0.155
Diagnosis:9ccs239:Superfic inj:0.139
Diagnosis:9ccs59:Anemia | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.105
Diagnosis:9ccs122:Pneumonia:0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.096
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.096
Diagnosis:9ccs159:UTI:0.096
Diagnosis:9ccs243:Poisn nonmed:0.091
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs10:Immuniz/scrn:0.088
Diagnosis:9ccs135:Intest infct | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.206
Diagnosis:9ccs126:Ot up rsp in:0.190
Diagnosis:9ccs92:Otitis media:0.183
Diagnosis:9ccs7:Viral infect:0.156
Diagnosis:9ccs10:Immuniz/scrn:0.147
Diagnosis:9ccs125:Bronchitis:0.131
Diagnosis:9ccs253:Allergy:0.129
Diagnosis:9ccs255:Social admin:0.124
Diagnosis:9ccs257:Ot aftercare:0.120
Diagnosis:9ccs7:Viral infect | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.438
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Number of Visits:0.306
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs10:Immuniz/scrn:0.207
Diagnosis:9ccs90:Eye infectn:0.205
Diagnosis:9ccs255:Social admin:0.187
Diagnosis:9ccs133:Oth low resp:0.182
Diagnosis:9ccs92:Otitis media:0.174
Diagnosis:9ccs257:Ot aftercare:0.169
Diagnosis:9ccs125:Bronchitis:0.159
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1057 | OR_unadj: 1.134 [0.857 1.501] | indivs AUC:0.557
Correlated most with:
Number of Visits:0.110
Maternal Lab History: INR-otherPregnancy:-0.090
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.074
Diagnosis:9ccs126:Ot up rsp in:0.073
Maternal Diagnosis:9ccs7:Viral infect:-0.072
Diagnosis:9ccs137:Mouth dx:0.072
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.069
Maternal Lab History: GLUCOSE-otherPregnancy:0.068
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.065
Maternal Lab History: HERPES II IgG-otherPregnancy:0.064
Diagnosis:9ccs257:Ot aftercare | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Number of Visits:0.231
Diagnosis:9ccs126:Ot up rsp in:0.228
Diagnosis:9ccs92:Otitis media:0.226
Diagnosis:9ccs125:Bronchitis:0.216
Diagnosis:9ccs10:Immuniz/scrn:0.194
Diagnosis:9ccs255:Social admin:0.190
Diagnosis:9ccs7:Viral infect:0.169
Diagnosis:9ccs253:Allergy:0.157
Diagnosis:9ccs128:Asthma:0.152
Newborn Diagnosis:9ccs259:Unclassified | coef 0.002 95% CI: [-0.001 , 0.004] | OR_adj 1.002 [0.999 1.004] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.475
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect:-0.085
Maternal Lab History: GFR in African American-postPregnancy:0.081
Maternal Lab History: GFR Calculation-postPregnancy:0.081
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.080
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.076
Maternal Lab History: MONOCYTE-postPregnancy:-0.076
Maternal Diagnosis:9ccs59:Anemia:0.074
Newborn Diagnosis:9ccs94:Other ear dx:-0.072
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.070
Diagnosis:9ccs217:Ot cong anom:-0.070
Vital: HR-avg10to13 | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.102
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.086
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.083
Maternal Lab History: Immunoglobulin E-postPregnancy:0.077
Maternal Procedure History:97014-postPregnancy:0.077
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.076
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.075
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.073
Maternal Lab History: AST-otherPregnancy:0.070
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.069
Diagnosis:9ccs92:Otitis media | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.558
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.337
Number of Visits:0.296
Diagnosis:9ccs90:Eye infectn:0.231
Diagnosis:9ccs125:Bronchitis:0.228
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs255:Social admin:0.192
Diagnosis:9ccs10:Immuniz/scrn:0.191
Diagnosis:9ccs135:Intest infct:0.183
Diagnosis:9ccs7:Viral infect:0.174
Vital: BP-avg19to24 | coef 0.001 95% CI: [-0.001 , 0.004] | OR_adj 1.001 [0.999 1.004] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.129
Maternal Diagnosis:9ccs5:HIV infectn:-0.099
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.094
Diagnosis:9ccs219:Low birth wt:-0.079
Diagnosis:9ccs238:Complic proc:-0.075
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.074
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.074
Newborn Diagnosis:9ccs224:Ot perint dx:0.069
* Diagnosis:9ccs200:Oth skin dx | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.201
Number of Visits:0.184
Diagnosis:9ccs155:Other GI dx:0.168
Diagnosis:9ccs7:Viral infect:0.158
Diagnosis:9ccs256:Exam/eval:0.140
Diagnosis:9ccs239:Superfic inj:0.138
Diagnosis:9ccs126:Ot up rsp in:0.119
Diagnosis:9ccs255:Social admin:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.106
Vital: Temp-postPregnancy | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 268 | OR_unadj: 1.249 [0.793 1.967] | indivs AUC:0.471
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.070
Diagnosis:9ccs10:Immuniz/scrn:-0.067
Maternal Diagnosis:9ccs69:Affective dx:-0.064
Maternal Procedure History:86580-postPregnancy:-0.062
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.061
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.061
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.061
Maternal Procedure History:36416-postPregnancy:-0.059
Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.059
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.058
Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.452
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs128:Asthma:0.241
Diagnosis:9ccs92:Otitis media:0.228
Diagnosis:9ccs257:Ot aftercare:0.216
Number of Visits:0.180
Diagnosis:9ccs126:Ot up rsp in:0.165
Diagnosis:9ccs122:Pneumonia:0.164
Diagnosis:9ccs7:Viral infect:0.159
Diagnosis:9ccs133:Oth low resp:0.156
Diagnosis:9ccs135:Intest infct:0.131
* Newborn Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.503
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:-0.090
Maternal Procedure History:86580-postPregnancy:-0.077
Maternal Procedure History:36416-postPregnancy:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.061
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.061
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.061
Diagnosis:9ccs10:Immuniz/scrn:-0.060
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.058
Maternal Lab History: LDL-otherPregnancy:0.058
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.057
Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.515
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs92:Otitis media:0.231
Diagnosis:9ccs7:Viral infect:0.205
Diagnosis:9ccs126:Ot up rsp in:0.191
Number of Visits:0.174
Diagnosis:9ccs10:Immuniz/scrn:0.143
Diagnosis:9ccs125:Bronchitis:0.129
Diagnosis:9ccs255:Social admin:0.125
Diagnosis:9ccs133:Oth low resp:0.117
Diagnosis:9ccs135:Intest infct:0.112
Vital: HR-avg3to5 | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.516
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.219
Newborn Diagnosis:9ccs219:Low birth wt:-0.212
Maternal Lab History: FREE T-4-otherPregnancy:-0.130
Diagnosis:9ccs219:Low birth wt:-0.111
Maternal Diagnosis:9ccs185:Long pregncy:0.101
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.097
Newborn Diagnosis:9ccs256:Exam/eval:-0.090
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.085
Maternal Lab History: ALBUMIN-postPregnancy:0.082
Diagnosis:9ccs122:Pneumonia | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.211
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.164
Diagnosis:9ccs133:Oth low resp:0.161
Diagnosis:9ccs127:COPD:0.147
Diagnosis:9ccs92:Otitis media:0.145
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.111
Diagnosis:9ccs59:Anemia:0.103
Vital: Ht Percentile-gain0to3 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.519
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.195
Diagnosis:9ccs255:Social admin:-0.173
Diagnosis:9ccs7:Viral infect:-0.111
Diagnosis:9ccs126:Ot up rsp in:-0.105
Diagnosis:9ccs74:Ot mentl cnd:-0.095
Diagnosis:9ccs217:Ot cong anom:-0.094
Diagnosis:9ccs257:Ot aftercare:-0.090
Number of Visits:-0.085
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.079
Diagnosis:9ccs197:Skin infectn:-0.074
Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.483
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs136:Teeth dx:0.088
Diagnosis:9ccs137:Mouth dx:0.083
Diagnosis:9ccs239:Superfic inj:0.080
Diagnosis:9ccs2:Septicemia:0.079
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.079
Diagnosis:9ccs90:Eye infectn:0.077
Diagnosis:9ccs255:Social admin:0.075
Diagnosis:9ccs7:Viral infect:0.074
Vital: HR-avg7to10 | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.292
Maternal Procedure History:97014-postPregnancy:-0.111
Diagnosis:9ccs138:Esophgeal dx:-0.108
Diagnosis:9ccs250:Nausea/vomit:-0.100
Diagnosis:9ccs74:Ot mentl cnd:-0.082
Maternal Procedure History:97110-postPregnancy:-0.076
Diagnosis:9ccs133:Oth low resp:-0.071
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.069
Newborn Diagnosis:9ccs222:Perint jaund:-0.068
Diagnosis:9ccs198:Ot infl skin:-0.066
Diagnosis:9ccs126:Ot up rsp in | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.557
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs255:Social admin:0.355
Diagnosis:9ccs92:Otitis media:0.337
Diagnosis:9ccs10:Immuniz/scrn:0.312
Number of Visits:0.312
Diagnosis:9ccs7:Viral infect:0.236
Diagnosis:9ccs257:Ot aftercare:0.228
Diagnosis:9ccs90:Eye infectn:0.191
Diagnosis:9ccs135:Intest infct:0.190
Diagnosis:9ccs133:Oth low resp:0.167
Diagnosis:9ccs96:Hrt valve dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.525
Diagnosis:9ccs117:Ot circul dx:0.230
Newborn Diagnosis:9ccs96:Hrt valve dx:0.220
Newborn Diagnosis:9ccs213:Cardiac anom:0.181
Maternal Procedure History:96372-otherPregnancy:0.107
Diagnosis:9ccs259:Unclassified:0.096
Diagnosis:9ccs10:Immuniz/scrn:0.090
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.090
Diagnosis:9ccs257:Ot aftercare:0.088
Diagnosis:9ccs89:Blindness | coef 0.001 95% CI: [-0.001 , 0.002] | OR_adj 1.001 [0.999 1.002] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.284
Diagnosis:9ccs217:Ot cong anom:0.259
Diagnosis:9ccs62:Coag/hemr dx:0.150
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.135
Diagnosis:9ccs138:Esophgeal dx:0.117
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.113
Diagnosis:9ccs212:Ot bone dx:0.090
Diagnosis:9ccs205:Back problem:0.090
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.082
Diagnosis:9ccs151:Oth liver dx | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.128
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.113
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.099
Diagnosis:9ccs224:Ot perint dx:0.092
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.091
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.087
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs2:Septicemia | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2:Septicemia:1.000
Maternal Procedure History:58300-postPregnancy:0.191
Maternal Lab History: FASTING-postPregnancy:-0.169
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.164
Newborn Diagnosis:9ccs215:gu cong anom:0.132
Maternal Lab History: AFP-postPregnancy:0.126
Diagnosis:9ccs240:Burns:0.113
Diagnosis:9ccs215:gu cong anom:0.097
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.094
Diagnosis:9ccs83:Epilepsy/cnv:0.094
Diagnosis:9ccs243:Poisn nonmed | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Lab:292495 LEAD LEVEL - Sunrise:-0.414
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.213
Maternal Lab History: TP PERIOD-postPregnancy:0.213
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.205
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.138
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.138
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.138
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.137
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.125
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.496
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:0.096
Maternal Diagnosis:9ccs149:Biliary dx:0.074
Maternal Lab History: MCV-otherPregnancy:-0.074
Number of Visits:0.069
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.067
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.066
Diagnosis:9ccs200:Oth skin dx:-0.066
Maternal Diagnosis:9ccs155:Other GI dx:-0.065
Newborn Diagnosis:9ccs94:Other ear dx:-0.065
Maternal Procedure History:81000-postPregnancy:0.064
Diagnosis:9ccs239:Superfic inj | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.526
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Number of Visits:0.143
Diagnosis:9ccs253:Allergy:0.139
Diagnosis:9ccs200:Oth skin dx:0.138
Diagnosis:9ccs155:Other GI dx:0.136
Diagnosis:9ccs256:Exam/eval:0.120
Diagnosis:9ccs126:Ot up rsp in:0.114
Diagnosis:9ccs133:Oth low resp:0.112
Diagnosis:9ccs7:Viral infect:0.107
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.106
Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs125:Bronchitis:0.241
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs122:Pneumonia:0.211
Number of Visits:0.184
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs126:Ot up rsp in:0.130
Diagnosis:9ccs7:Viral infect:0.112
Diagnosis:9ccs127:COPD:0.109
Vital: BP-latest | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.098
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Diagnosis:9ccs89:Blindness:0.081
Maternal Procedure History:96372-otherPregnancy:-0.074
Maternal Lab History: RBC-otherPregnancy:0.072
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.071
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.070
Maternal Lab History: PH-postPregnancy:-0.067
Maternal Procedure History:90656-otherPregnancy:0.067
Maternal Diagnosis:9ccs184:Early labor:-0.066
Vital: HR-avg5to7 | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.517
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.141
Diagnosis:9ccs117:Ot circul dx:-0.117
Maternal Lab History: INHMOM-postPregnancy:0.114
Newborn Diagnosis:9ccs219:Low birth wt:-0.111
Maternal Procedure History:86580-postPregnancy:-0.110
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.110
Maternal Diagnosis:9ccs184:Early labor:-0.110
Maternal Lab History: INHMOM-otherPregnancy:-0.107
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.097
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.088
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.527
Correlated most with:
Maternal Procedure History:90472-postPregnancy:-0.099
Diagnosis:9ccs92:Otitis media:0.085
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.082
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.071
Maternal Lab History: ALT-otherPregnancy:0.070
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.070
Diagnosis:9ccs136:Teeth dx:0.069
Maternal Lab History: FASTING-postPregnancy:0.069
Maternal Lab History: A/G-postPregnancy:-0.068
Diagnosis:9ccs74:Ot mentl cnd:0.066
Diagnosis:9ccs91:Other eye dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.284
Diagnosis:9ccs217:Ot cong anom:0.181
Diagnosis:9ccs155:Other GI dx:0.113
Diagnosis:9ccs90:Eye infectn:0.101
Number of Visits:0.095
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.093
Diagnosis:9ccs10:Immuniz/scrn:0.086
Diagnosis:9ccs253:Allergy:0.080
Diagnosis:9ccs239:Superfic inj:0.079
Diagnosis:9ccs134:Ot uppr resp | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.499
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.150
Number of Visits:0.143
Diagnosis:9ccs133:Oth low resp:0.134
Diagnosis:9ccs126:Ot up rsp in:0.114
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.096
Diagnosis:9ccs90:Eye infectn:0.095
Diagnosis:9ccs123:Influenza:0.093
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.087
Diagnosis:9ccs198:Ot infl skin | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.476
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs200:Oth skin dx:0.104
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.090
Diagnosis:9ccs94:Other ear dx:0.084
Diagnosis:9ccs133:Oth low resp:0.084
Diagnosis:9ccs211:Ot conn tiss:0.081
Diagnosis:9ccs61:Sickle cell:0.075
Diagnosis:9ccs257:Ot aftercare:0.075
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.075
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.518
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:0.105
Lab:292495 LEAD LEVEL - Sunrise:0.094
Maternal Diagnosis:9ccs184:Early labor:0.093
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.078
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077
Maternal Diagnosis:9ccs60:Acut p-h anm:0.073
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.070
Diagnosis:9ccs200:Oth skin dx:-0.069
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.065
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.064
Vital: Temp-otherPregnancy | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 122 | OR_unadj: 1.356 [0.745 2.467] | indivs AUC:0.535
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.090
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.078
Maternal Lab History: WEIGHT-otherPregnancy:0.076
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.075
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.071
Maternal Lab History: FREE T-4-otherPregnancy:-0.068
Diagnosis:9ccs92:Otitis media:0.067
Maternal Procedure History:86580-postPregnancy:0.062
Maternal Diagnosis:9ccs69:Affective dx:0.061
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.061
Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Number of Visits:0.166
Diagnosis:9ccs113:Late eff CVD:0.141
Diagnosis:9ccs126:Ot up rsp in:0.123
Diagnosis:9ccs74:Ot mentl cnd:0.111
Diagnosis:9ccs155:Other GI dx:0.100
Diagnosis:9ccs257:Ot aftercare:0.099
Diagnosis:9ccs135:Intest infct:0.095
Diagnosis:9ccs239:Superfic inj:0.090
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.087
Vital: HR-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.477
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.094
Diagnosis:9ccs48:Thyroid dsor:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs259:Unclassified:-0.073
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Maternal Lab History: 1 HOUR-otherPregnancy:0.067
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.065
Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs95:Oth nerv dx:0.195
Diagnosis:9ccs113:Late eff CVD:0.180
Number of Visits:0.131
Newborn Diagnosis:9ccs219:Low birth wt:0.126
Diagnosis:9ccs159:UTI:0.115
Diagnosis:9ccs94:Other ear dx:0.111
Diagnosis:9ccs58:Ot nutrit dx:0.102
Diagnosis:9ccs238:Complic proc:0.100
Diagnosis:9ccs217:Ot cong anom:0.099
* Diagnosis:9ccs222:Perint jaund | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.001] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.151
Newborn Diagnosis:9ccs222:Perint jaund:0.115
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Diagnosis:9ccs155:Other GI dx:0.090
Diagnosis:9ccs257:Ot aftercare:0.087
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.082
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.078
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077
Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs55:Fluid/elc dx:1.000
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.129
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.100
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.100
Maternal Procedure History:90656-postPregnancy:0.093
Diagnosis:9ccs204:Ot joint dx:0.092
Diagnosis:9ccs242:Poisn ot med:0.092
Diagnosis:9ccs219:Low birth wt:0.091
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.087
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.085
Diagnosis:9ccs133:Oth low resp | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Diagnosis:9ccs128:Asthma:0.220
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.182
Diagnosis:9ccs126:Ot up rsp in:0.167
Diagnosis:9ccs127:COPD:0.166
Diagnosis:9ccs122:Pneumonia:0.161
Diagnosis:9ccs125:Bronchitis:0.156
Diagnosis:9ccs257:Ot aftercare:0.147
Diagnosis:9ccs256:Exam/eval:0.146
Diagnosis:9ccs4:Mycoses | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs253:Allergy:0.177
Diagnosis:9ccs200:Oth skin dx:0.102
Number of Visits:0.102
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.087
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.086
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.079
Diagnosis:9ccs7:Viral infect:0.077
Diagnosis:9ccs256:Exam/eval:0.076
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.075
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs7:Viral infect:0.127
Number of Visits:0.109
Diagnosis:9ccs92:Otitis media:0.103
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.090
Maternal Lab History: GLOBULIN-otherPregnancy:0.089
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.083
Diagnosis:9ccs197:Skin infectn:0.083
Diagnosis:9ccs136:Teeth dx:0.078
Diagnosis:9ccs126:Ot up rsp in:0.077
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.195
Diagnosis:9ccs143:Abdom hernia:0.131
Diagnosis:9ccs208:Acq foot def:0.129
Diagnosis:9ccs217:Ot cong anom:0.112
Newborn Diagnosis:9ccs200:Oth skin dx:0.108
Maternal Procedure History:90658-postPregnancy:0.102
Maternal Procedure History:87880-postPregnancy:0.101
Maternal Diagnosis:9ccs46:Bnign ut neo:0.100
Diagnosis:9ccs216:Nerv cong an:0.100
Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.476
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.259
Diagnosis:9ccs91:Other eye dx:0.181
Diagnosis:9ccs47:Ot bnign neo:0.154
Diagnosis:9ccs95:Oth nerv dx:0.112
Diagnosis:9ccs257:Ot aftercare:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs216:Nerv cong an:0.101
Diagnosis:9ccs74:Ot mentl cnd:0.099
Diagnosis:9ccs51:Ot endo dsor:0.099
Diagnosis:9ccs256:Exam/eval | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.146
Diagnosis:9ccs200:Oth skin dx:0.140
Number of Visits:0.133
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.133
Diagnosis:9ccs239:Superfic inj:0.120
Diagnosis:9ccs155:Other GI dx:0.112
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.111
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.105
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.105
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.143
Maternal Lab History: TP VOLUME-otherPregnancy:0.135
Maternal Lab History: 3 HOUR-postPregnancy:0.132
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.123
Lab:292495 LEAD LEVEL - Sunrise:-0.097
Diagnosis:9ccs127:COPD:0.097
Diagnosis:9ccs92:Otitis media:0.094
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.084
Maternal Lab History: INR-postPregnancy:0.080
Diagnosis:9ccs250:Nausea/vomit | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.538
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs155:Other GI dx:0.124
Number of Visits:0.122
Diagnosis:9ccs141:Ot dx stomch:0.120
Diagnosis:9ccs200:Oth skin dx:0.100
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.096
Diagnosis:9ccs135:Intest infct:0.090
Diagnosis:9ccs138:Esophgeal dx:0.090
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.088
Diagnosis:9ccs90:Eye infectn:0.087
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.506
Correlated most with:
Number of Visits:0.080
Lab:292495 LEAD LEVEL - Sunrise:0.079
Maternal Procedure History:81000-postPregnancy:0.068
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.066
Maternal Diagnosis:9ccs98:HTN:0.066
Maternal Diagnosis:9ccs149:Biliary dx:0.065
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.064
Diagnosis:9ccs89:Blindness:0.064
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.063
Maternal Diagnosis:9ccs192:Umbil cord:-0.063
Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.478
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.525
Newborn Diagnosis:9ccs213:Cardiac anom:0.330
Diagnosis:9ccs117:Ot circul dx:0.310
Newborn Diagnosis:9ccs96:Hrt valve dx:0.280
Maternal Procedure History:97140-postPregnancy:0.123
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.123
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.120
Maternal Diagnosis:9ccs6:Hepatitis:0.102
Maternal Diagnosis:9ccs163:Other GU dx:0.102
Diagnosis:9ccs136:Teeth dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs258:Other screen:0.143
Diagnosis:9ccs7:Viral infect:0.130
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs140:Gastritis:0.096
Number of Visits:0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs197:Skin infectn:0.088
Maternal Lab History: ALT-otherPregnancy:0.084
Diagnosis:9ccs126:Ot up rsp in:0.082
Diagnosis:9ccs259:Unclassified | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.529
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs61:Sickle cell:0.111
Diagnosis:9ccs96:Hrt valve dx:0.096
Diagnosis:9ccs242:Poisn ot med:0.093
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.089
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.085
Maternal Diagnosis:9ccs61:Sickle cell:0.078
Diagnosis:9ccs134:Ot uppr resp:0.077
Diagnosis:9ccs55:Fluid/elc dx:0.076
Diagnosis:9ccs250:Nausea/vomit:0.075
Diagnosis:9ccs159:UTI | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.489
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.240
Number of Visits:0.160
Diagnosis:9ccs257:Ot aftercare:0.118
Diagnosis:9ccs74:Ot mentl cnd:0.115
Diagnosis:9ccs125:Bronchitis:0.113
Diagnosis:9ccs92:Otitis media:0.106
Diagnosis:9ccs163:Other GU dx:0.106
Diagnosis:9ccs63:Wht blood dx:0.099
Diagnosis:9ccs59:Anemia:0.096
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.505
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Lab:294203 BILIRUBIN TOTAL - LMC:0.191
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.112
Maternal Lab History: URINE CULTURE-postPregnancy:0.102
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.097
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.096
Maternal Lab History: URINE CULTURE-otherPregnancy:0.094
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.093
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.088
Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.131
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.121
Number of Visits:0.120
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.111
Maternal Lab History: LDH-postPregnancy:0.104
Diagnosis:9ccs163:Other GU dx:0.101
Maternal Diagnosis:9ccs238:Complic proc:0.099
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.096
Maternal Lab History: 1 HOUR-postPregnancy:-0.096
Diagnosis:9ccs127:COPD | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Diagnosis:9ccs133:Oth low resp:0.166
Number of Visits:0.148
Diagnosis:9ccs122:Pneumonia:0.147
Diagnosis:9ccs240:Burns:0.117
Diagnosis:9ccs125:Bronchitis:0.115
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.115
Maternal Lab History: POLYS-otherPregnancy:-0.111
Diagnosis:9ccs128:Asthma:0.109
Diagnosis:9ccs126:Ot up rsp in:0.108
Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: HERPES II IgG-postPregnancy:0.102
Maternal Lab History: FERRITIN-postPregnancy:0.085
Maternal Lab History: UIBC-postPregnancy:-0.082
Maternal Lab History: POTASSIUM-postPregnancy:0.081
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.077
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.077
Maternal Procedure History:90471-otherPregnancy:0.073
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.072
Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:1.000
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.168
Newborn Diagnosis:9ccs95:Oth nerv dx:0.155
Maternal Diagnosis:9ccs5:HIV infectn:0.141
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.136
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.120
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.113
Maternal Lab History: MONOCYTE-otherPregnancy:-0.113
Maternal Lab History: GLUCOSE-otherPregnancy:-0.113
Diagnosis:9ccs208:Acq foot def:0.102
Diagnosis:9ccs143:Abdom hernia | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Diagnosis:9ccs95:Oth nerv dx:0.131
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.112
Maternal Diagnosis:9ccs5:HIV infectn:0.108
Newborn Diagnosis:9ccs219:Low birth wt:0.104
Diagnosis:9ccs219:Low birth wt:0.093
Diagnosis:9ccs215:gu cong anom:0.092
Diagnosis:9ccs63:Wht blood dx:0.091
Maternal Lab History: PTT-otherPregnancy:0.091
Maternal Diagnosis:9ccs184:Early labor:0.091
Diagnosis:9ccs224:Ot perint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Diagnosis:9ccs168:PID:0.178
Maternal Lab History: A/G-otherPregnancy:-0.166
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.154
Maternal Lab History: GLOBULIN-otherPregnancy:0.141
Diagnosis:9ccs205:Back problem:0.140
Maternal Lab History: AST (SGOT)-otherPregnancy:0.131
Maternal Procedure History:86703-postPregnancy:0.116
Maternal Diagnosis:9ccs69:Affective dx:0.111
Diagnosis:9ccs219:Low birth wt:0.110
Diagnosis:9ccs2603:E Codes: Fall | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.756
Newborn Diagnosis:9ccs95:Oth nerv dx:0.150
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.140
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.135
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.114
Maternal Lab History: FASTING-postPregnancy:0.113
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.107
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.107
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.104
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Maternal Lab History: GFR in African American-postPregnancy:-0.152
Maternal Lab History: GFR Calculation-postPregnancy:-0.152
Diagnosis:9ccs136:Teeth dx:0.143
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.142
Maternal Lab History: MONOCYTE-otherPregnancy:0.120
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.104
Maternal Lab History: MONOCYTE-postPregnancy:0.103
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.097
Diagnosis:9ccs239:Superfic inj:0.096
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.511
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:295669 BILIRUBIN DIRECT - LMC:0.191
Diagnosis:9ccs222:Perint jaund:-0.151
Diagnosis:9ccs151:Oth liver dx:-0.128
Diagnosis:9ccs58:Ot nutrit dx:0.092
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.084
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.084
Diagnosis:9ccs234:Crush injury:-0.080
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.075
Maternal Procedure History:90471-postPregnancy:0.073
Vital: HC Percentile-latest | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.114
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.086
Diagnosis:9ccs58:Ot nutrit dx:0.081
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.076
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.072
Maternal Lab History: FASTING-postPregnancy:0.071
Diagnosis:9ccs215:gu cong anom:0.070
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.069
Diagnosis:9ccs137:Mouth dx:-0.069
Diagnosis:9ccs240:Burns:-0.068
Diagnosis:9ccs138:Esophgeal dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.126
Diagnosis:9ccs89:Blindness:0.117
Diagnosis:9ccs238:Complic proc:0.112
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.111
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.108
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.106
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.105
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.100
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.099
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.495
Correlated most with:
Maternal Procedure History:97014-postPregnancy:0.154
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.129
Diagnosis:9ccs3:Oth bact inf:0.124
Diagnosis:9ccs163:Other GU dx:0.114
Maternal Procedure History:97110-postPregnancy:0.106
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.101
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.101
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.089
Diagnosis:9ccs238:Complic proc:-0.084
Diagnosis:9ccs216:Nerv cong an:-0.080
* Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.121
Maternal Procedure History:J7300-postPregnancy:0.113
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.099
Maternal Procedure History:58300-postPregnancy:0.098
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.093
Maternal Procedure History:81025-otherPregnancy:0.087
Lab:295669 BILIRUBIN DIRECT - LMC:-0.085
Diagnosis:9ccs238:Complic proc:0.084
Maternal Lab History: Varicella IgG-postPregnancy:-0.081
Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.510
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:1.000
Diagnosis:9ccs243:Poisn nonmed:-0.414
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.180
Maternal Lab History: TP PERIOD-postPregnancy:-0.180
Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.173
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.120
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:-0.120
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.120
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.116
Diagnosis:9ccs204:Ot joint dx:0.103
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.497
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Diagnosis:9ccs48:Thyroid dsor:-0.087
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.082
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.080
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.070
Diagnosis:9ccs89:Blindness:0.066
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.066
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.066
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.106
Maternal Lab History: URINE PROTEIN-postPregnancy:0.098
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.096
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.093
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089
Maternal Lab History: PROLACTIN-postPregnancy:-0.088
Maternal Lab History: NT MoM-postPregnancy:-0.085
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.083
Maternal Lab History: INHMOM-otherPregnancy:-0.077
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.077
Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.435
Newborn Diagnosis:9ccs219:Low birth wt:0.413
Newborn Diagnosis:9ccs256:Exam/eval:0.187
Maternal Procedure History:97001-postPregnancy:0.125
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.123
Newborn Diagnosis:9ccs222:Perint jaund:0.119
Diagnosis:9ccs224:Ot perint dx:0.110
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.109
Diagnosis:9ccs140:Gastritis:0.095
Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Diagnosis:9ccs59:Anemia:-0.165
Maternal Lab History: A/G-otherPregnancy:0.156
Maternal Lab History: A/G-postPregnancy:0.141
Maternal Lab History: GLOBULIN-otherPregnancy:-0.138
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.127
Maternal Lab History: GLOBULIN-postPregnancy:-0.121
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.120
Diagnosis:9ccs76:Meningitis:-0.120
Maternal Lab History: URIC ACID-otherPregnancy:-0.118
Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs3:Oth bact inf:1.000
Maternal Lab History: eGFR-postPregnancy:-0.109
Maternal Lab History: COLONY COUNT-otherPregnancy:0.107
Maternal Lab History: RUBELLA-otherPregnancy:0.106
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.100
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.097
Maternal Procedure History:99401-otherPregnancy:0.090
Maternal Lab History: EOSINOPHIL-postPregnancy:0.088
Maternal Lab History: MUMPS IGG-postPregnancy:-0.087
Diagnosis:9ccs159:UTI:0.085
Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs214:GI cong anom:1.000
Newborn Diagnosis:9ccs0:No DX:0.125
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.125
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.125
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.113
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.113
Maternal Diagnosis:9ccs238:Complic proc:0.113
Maternal Lab History: URINE PROTEIN-postPregnancy:0.109
Maternal Lab History: HCG-postPregnancy:0.108
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.104
Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs153:GI hemorrhag:0.188
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.164
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.161
Maternal Lab History: A/G-postPregnancy:0.113
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.110
Maternal Lab History: GLOBULIN-postPregnancy:-0.107
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.100
Diagnosis:9ccs155:Other GI dx:0.099
Maternal Diagnosis:9ccs49:DiabMel no c:0.093
Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs212:Ot bone dx:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.125
Diagnosis:9ccs209:Ot acq defor:0.095
Diagnosis:9ccs89:Blindness:0.090
Diagnosis:9ccs51:Ot endo dsor:0.077
Newborn Diagnosis:9ccs96:Hrt valve dx:0.070
Maternal Diagnosis:9ccs176:Contraceptiv:0.067
Newborn Diagnosis:9ccs222:Perint jaund:0.066
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.066
Newborn Diagnosis:9ccs213:Cardiac anom:0.065
Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:1.000
Diagnosis:9ccs64:Ot hematl dx:0.155
Diagnosis:9ccs134:Ot uppr resp:0.150
Diagnosis:9ccs89:Blindness:0.150
Diagnosis:9ccs212:Ot bone dx:0.125
Diagnosis:9ccs251:Abdomnl pain:0.120
Maternal Diagnosis:9ccs7:Viral infect:0.115
Diagnosis:9ccs154:Gastroent:0.086
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.066
Diagnosis:9ccs91:Other eye dx:0.063
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.509
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.091
Maternal Lab History: FIBRINOGEN-postPregnancy:0.084
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.083
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.082
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.077
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.077
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.076
Diagnosis:9ccs92:Otitis media:0.074
Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs61:Sickle cell:1.000
Diagnosis:9ccs64:Ot hematl dx:0.232
Maternal Diagnosis:9ccs61:Sickle cell:0.218
Maternal Diagnosis:9ccs172:Ovarian cyst:0.146
Maternal Diagnosis:9ccs46:Bnign ut neo:0.113
Diagnosis:9ccs259:Unclassified:0.111
Newborn Diagnosis:9ccs256:Exam/eval:0.082
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs198:Ot infl skin:0.075
Lab:295669 BILIRUBIN DIRECT - LMC:0.070
Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.136
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.109
Maternal Lab History: 1 HOUR-postPregnancy:0.090
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.090
Maternal Procedure History:96372-otherPregnancy:-0.088
Maternal Lab History: INHMOM-otherPregnancy:0.086
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.082
Diagnosis:9ccs92:Otitis media:0.077
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.075
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.073
Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.312
Diagnosis:9ccs213:Cardiac anom:0.310
Diagnosis:9ccs96:Hrt valve dx:0.230
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.153
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.120
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.119
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.113
Diagnosis:9ccs205:Back problem:0.091
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.088
Diagnosis:9ccs168:PID | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs168:PID:1.000
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.273
Diagnosis:9ccs205:Back problem:0.200
Diagnosis:9ccs163:Other GU dx:0.200
Diagnosis:9ccs224:Ot perint dx:0.178
Maternal Diagnosis:9ccs138:Esophgeal dx:0.155
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.141
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.121
Diagnosis:9ccs63:Wht blood dx:0.121
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Diagnosis:9ccs209:Ot acq defor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Diagnosis:9ccs63:Wht blood dx:0.121
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.120
Maternal Procedure History:90746-postPregnancy:0.119
Diagnosis:9ccs208:Acq foot def:0.101
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.101
Diagnosis:9ccs51:Ot endo dsor:0.095
Diagnosis:9ccs212:Ot bone dx:0.095
Maternal Procedure History:86580-postPregnancy:0.090
Maternal Lab History: HCG-otherPregnancy:0.090
Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs155:Other GI dx:-0.100
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.091
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.076
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.072
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.072
Maternal Lab History: ANION GAP-otherPregnancy:-0.071
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.068
Maternal Lab History: COLONY COUNT-otherPregnancy:0.066
Diagnosis:9ccs59:Anemia:0.062
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.060
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206
Maternal Procedure History:99211-otherPregnancy:0.164
Maternal Lab History: 2 HOUR-postPregnancy:0.144
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.127
Maternal Procedure History:97112-postPregnancy:0.126
Maternal Procedure History:97001-postPregnancy:0.096
Maternal Lab History: 3 HOUR-otherPregnancy:0.095
Maternal Lab History: 2 HOUR-otherPregnancy:0.095
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.093
Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs205:Back problem:1.000
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.223
Maternal Lab History: APF MoM-otherPregnancy:0.213
Maternal Lab History: INHMOM-otherPregnancy:0.210
Diagnosis:9ccs168:PID:0.200
Maternal Lab History: PAPP-A-postPregnancy:0.158
Maternal Lab History: PAPP-A-otherPregnancy:0.146
Diagnosis:9ccs224:Ot perint dx:0.140
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.125
Maternal Diagnosis:9ccs69:Affective dx:0.125
Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:-0.080
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.080
Maternal Diagnosis:9ccs60:Acut p-h anm:0.080
Maternal Lab History: ALBUMIN-otherPregnancy:-0.077
Maternal Lab History: MONOS-otherPregnancy:-0.077
Maternal Diagnosis:9ccs149:Biliary dx:0.072
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.072
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.070
Maternal Lab History: ANION GAP-otherPregnancy:-0.070
Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs163:Other GU dx:1.000
Diagnosis:9ccs168:PID:0.200
Diagnosis:9ccs215:gu cong anom:0.137
Diagnosis:9ccs159:UTI:0.106
Diagnosis:9ccs242:Poisn ot med:0.104
Diagnosis:9ccs175:Ot femal gen:0.104
Diagnosis:9ccs244:Other injury:0.101
Diagnosis:9ccs224:Ot perint dx:0.101
Diagnosis:9ccs243:Poisn nonmed:0.085
Diagnosis:9ccs205:Back problem:0.077
Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs242:Poisn ot med:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.336
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.329
Diagnosis:9ccs204:Ot joint dx:0.283
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.217
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.173
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.166
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.159
Diagnosis:9ccs243:Poisn nonmed:0.115
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.109
Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs167:Breast dx:1.000
Maternal Lab History: HCG-postPregnancy:0.127
Maternal Lab History: Varicella IgG-postPregnancy:-0.108
Maternal Diagnosis:9ccs163:Other GU dx:0.104
Diagnosis:9ccs48:Thyroid dsor:0.104
Maternal Diagnosis:9ccs5:HIV infectn:0.104
Maternal Lab History: AST-otherPregnancy:0.100
Maternal Lab History: INHMOM-postPregnancy:0.098
Diagnosis:9ccs204:Ot joint dx:0.096
Diagnosis:9ccs242:Poisn ot med:0.096
Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.074
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073
Maternal Procedure History:J1055-postPregnancy:-0.072
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.071
Diagnosis:9ccs125:Bronchitis:0.070
Maternal Diagnosis:9ccs163:Other GU dx:-0.067
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.065
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.065
Maternal Lab History: 1 HOUR-otherPregnancy:0.065
Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs223:Birth trauma:1.000
Newborn Diagnosis:9ccs223:Birth trauma:0.196
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.193
Maternal Lab History: TP PERIOD-postPregnancy:0.151
Maternal Procedure History:S9470-postPregnancy:0.149
Maternal Diagnosis:9ccs188:Pelvic obstr:0.148
Maternal Procedure History:87880-postPregnancy:0.145
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.145
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.128
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.095
Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:1.000
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.192
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.120
Diagnosis:9ccs62:Coag/hemr dx:0.120
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.117
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.109
Maternal Procedure History:36415-postPregnancy:0.100
Diagnosis:9ccs204:Ot joint dx:0.100
Diagnosis:9ccs242:Poisn ot med:0.100
Diagnosis:9ccs175:Ot femal gen:0.100
Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.503
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.334
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.246
Maternal Procedure History:90746-postPregnancy:0.240
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.211
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.211
Diagnosis:9ccs247:Lymph enlarg:0.206
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.206
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.194
Maternal Lab History: A/G-otherPregnancy:-0.179
* Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.145
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Diagnosis:9ccs149:Biliary dx:0.085
Maternal Lab History: TP VOLUME-otherPregnancy:0.082
Maternal Diagnosis:9ccs183:HTN in preg:0.081
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Lab History: GFR in African American-postPregnancy:-0.078
Maternal Lab History: GFR Calculation-postPregnancy:-0.078
Maternal Lab History: FERRITIN-postPregnancy:-0.078
Maternal Diagnosis:9ccs238:Complic proc:0.076
Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500
Correlated most with:
Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000
Maternal Procedure History:99211-otherPregnancy:0.391
Maternal Lab History: 2 HOUR-postPregnancy:0.343
Maternal Procedure History:90746-postPregnancy:0.259
Maternal Lab History: 3 HOUR-otherPregnancy:0.227
Maternal Lab History: 2 HOUR-otherPregnancy:0.227
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.222
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.212
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.210
Maternal Lab History: 1 HOUR-postPregnancy:0.208
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Diagnosis:9ccs217:Ot cong anom:0.154
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.143
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.115
Diagnosis:9ccs123:Influenza:0.115
Maternal Lab History: NT MoM-postPregnancy:-0.114
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.108
Maternal Procedure History:87880-postPregnancy:0.107
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.104
Maternal Lab History: TP VOLUME-postPregnancy:-0.100
Diagnosis:10ccs58:Ot nutrit dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.518
Correlated most with:
Diagnosis:10ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.756
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.184
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.141
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.106
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.102
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.102
Maternal Lab History: AFP-otherPregnancy:0.100
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.090
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.089
Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.088
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.080
Maternal Procedure History:86580-postPregnancy:-0.073
Diagnosis:9ccs240:Burns:-0.071
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.069
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.069
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.069
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069
Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs64:Ot hematl dx:1.000
Diagnosis:9ccs61:Sickle cell:0.232
Maternal Lab History: FASTING-postPregnancy:0.227
Maternal Lab History: 1 HOUR-otherPregnancy:0.197
Maternal Lab History: 1/2 HOUR-postPregnancy:0.168
Maternal Lab History: URINE KETONES-otherPregnancy:0.166
Maternal Lab History: FASTING-otherPregnancy:0.165
Diagnosis:9ccs62:Coag/hemr dx:0.155
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.155
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.155
Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.279
Newborn Diagnosis:9ccs219:Low birth wt:-0.256
Diagnosis:9ccs219:Low birth wt:-0.160
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.160
Maternal Diagnosis:9ccs185:Long pregncy:0.131
Newborn Diagnosis:9ccs256:Exam/eval:-0.107
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.090
Newborn Diagnosis:9ccs94:Other ear dx:0.089
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.085
Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs76:Meningitis:1.000
Maternal Lab History: A/G-otherPregnancy:-0.318
Maternal Lab History: GLOBULIN-otherPregnancy:0.242
Maternal Lab History: A/G-postPregnancy:-0.229
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.226
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.214
Lab:323825 STREP SCREEN THROAT - Sunrise:0.208
Maternal Lab History: URIC ACID-otherPregnancy:0.191
Maternal Lab History: GLOBULIN-postPregnancy:0.188
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.181
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.176
Maternal Lab History: FREE T-4-postPregnancy:0.148
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.131
Diagnosis:9ccs95:Oth nerv dx:0.129
Diagnosis:9ccs211:Ot conn tiss:0.127
Maternal Lab History: URIC ACID-postPregnancy:-0.125
Maternal Lab History: GFR Calculation-postPregnancy:-0.119
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.119
Maternal Lab History: GFR in African American-postPregnancy:-0.118
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.189
Diagnosis:9ccs204:Ot joint dx:0.163
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.142
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.134
Diagnosis:9ccs208:Acq foot def:0.127
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.127
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.119
Maternal Procedure History:87880-postPregnancy:0.116
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.111
Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.520
Correlated most with:
Diagnosis:9ccs140:Gastritis:1.000
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.155
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.122
Maternal Lab History: HERPES II IgG-otherPregnancy:0.121
Maternal Lab History: Varicella IgG-postPregnancy:-0.108
Maternal Procedure History:90471-postPregnancy:0.107
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.105
Maternal Diagnosis:9ccs163:Other GU dx:0.104
Diagnosis:9ccs136:Teeth dx:0.096
Diagnosis:9ccs219:Low birth wt:0.095
Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.507
Correlated most with:
Diagnosis:9ccs240:Burns:1.000
Maternal Procedure History:58300-postPregnancy:0.135
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.125
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.119
Diagnosis:9ccs127:COPD:0.117
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.116
Diagnosis:9ccs2:Septicemia:0.113
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.113
Maternal Procedure History:97112-postPregnancy:0.113
Maternal Procedure History:96372-postPregnancy:0.108
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.125
Diagnosis:9ccs250:Nausea/vomit:0.120
Newborn Diagnosis:9ccs215:gu cong anom:0.100
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.090
Diagnosis:9ccs240:Burns:0.085
Maternal Diagnosis:9ccs48:Thyroid dsor:0.082
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.078
Diagnosis:9ccs215:gu cong anom:0.072
Diagnosis:9ccs138:Esophgeal dx:0.072
Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.245
Maternal Diagnosis:9ccs46:Bnign ut neo:0.171
Newborn Diagnosis:9ccs253:Allergy:0.152
Diagnosis:9ccs163:Other GU dx:0.137
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.107
Maternal Diagnosis:9ccs5:HIV infectn:0.097
Diagnosis:9ccs2:Septicemia:0.097
Maternal Diagnosis:9ccs238:Complic proc:0.097
Diagnosis:9ccs143:Abdom hernia:0.092
Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:-0.100
Newborn Diagnosis:9ccs219:Low birth wt:-0.097
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.096
Maternal Diagnosis:9ccs184:Early labor:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.076
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.074
Maternal Diagnosis:9ccs61:Sickle cell:-0.071
Maternal Procedure History:86580-postPregnancy:-0.070
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.070
Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.500
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086
Diagnosis:9ccs125:Bronchitis:0.085
Maternal Lab History: 3 HOUR-otherPregnancy:0.070
Maternal Lab History: MCH-otherPregnancy:-0.069
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.068
Diagnosis:9ccs153:GI hemorrhag:-0.068
Diagnosis:9ccs242:Poisn ot med:0.067
Maternal Lab History: 2 HOUR-otherPregnancy:0.065
Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.108
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082
Maternal Lab History: INHMOM-otherPregnancy:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Maternal Lab History: APF MoM-otherPregnancy:-0.076
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.074
Maternal Lab History: 1 HOUR-otherPregnancy:0.071
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.068
Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.503
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.118
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.092
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.091
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.081
Maternal Diagnosis:9ccs184:Early labor:-0.079
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.074
Diagnosis:9ccs238:Complic proc:-0.074
Diagnosis:9ccs64:Ot hematl dx:0.073
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.073
Vital: BP-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs94:Other ear dx:0.078
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.073
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.067
Maternal Diagnosis:9ccs61:Sickle cell:0.067
Diagnosis:9ccs123:Influenza:0.061
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.060
Diagnosis:9ccs234:Crush injury:0.060
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.059
Maternal Diagnosis:9ccs238:Complic proc:0.058
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.057
Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Maternal Procedure History:87880-postPregnancy:0.167
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.121
Diagnosis:9ccs47:Ot bnign neo:0.115
Number of Visits:0.112
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.111
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.111
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.103
Maternal Lab History: LIPASE-postPregnancy:-0.099
Maternal Lab History: ALT-postPregnancy:0.098
Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.502
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.099
Diagnosis:10ccs58:Ot nutrit dx:0.089
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.087
Lab:323825 STREP SCREEN THROAT - Sunrise:0.084
Newborn Diagnosis:9ccs219:Low birth wt:-0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.081
Maternal Lab History: 1/2 HOUR-postPregnancy:0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.072
Newborn Diagnosis:9ccs221:Resp distres:-0.071
Maternal Diagnosis:9ccs184:Early labor:-0.067
Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.495
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.303
Maternal Diagnosis:9ccs184:Early labor:-0.278
Diagnosis:9ccs219:Low birth wt:-0.175
Maternal Diagnosis:9ccs185:Long pregncy:0.151
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.129
Newborn Diagnosis:9ccs222:Perint jaund:-0.123
Maternal Diagnosis:9ccs5:HIV infectn:-0.122
Diagnosis:9ccs143:Abdom hernia:-0.119
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117
Maternal Diagnosis:9ccs183:HTN in preg:-0.115
Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs175:Ot femal gen:1.000
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.205
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.166
Maternal Diagnosis:9ccs172:Ovarian cyst:0.166
Maternal Procedure History:96372-postPregnancy:0.141
Maternal Diagnosis:9ccs46:Bnign ut neo:0.130
Maternal Lab History: MAGNESIUM-postPregnancy:-0.117
Diagnosis:9ccs240:Burns:0.104
Diagnosis:9ccs163:Other GU dx:0.104
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.100
Vital: HC Percentile-avg13to16 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.502
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.124
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.119
Maternal Procedure History:90663-postPregnancy:-0.092
Maternal Procedure History:90470-postPregnancy:-0.089
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.085
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.080
Maternal Lab History: TP PERIOD-postPregnancy:0.078
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.076
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:-0.069
Maternal Lab History: BLOOD UREA NITROGEN-postPregnancy:0.069
Number of Visits : 0.0277677102908
Vital : 0.745610653378
MatDeliveryAge : 0.0217283176085
Census : 0.148466549443
Diagnosis : 0.0495693551536
Newborn Diagnosis : 0.00678647938212
Lab : 7.09347439288e-05
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_index_min_5_no_wt_bmi
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_results_min_5_no_wt_bmi
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_models_min_5_no_wt_bmi.pkl
-----------------------------------------------------
girls min_5 no_wt_bmi gradientboost
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.559, R^2 test: 0.024
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.658, R^2 test: 0.011
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.672, R^2 test: 0.004
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.961, Explained Variance Score Train: 0.512
AUC Validation: 0.540, Explained Variance Score Validation: -0.030
AUC Test: 0.600, Explained Variance Score Test: 0.039
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.672, R^2 test: -0.083
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.857, R^2 test: -0.140
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.841, R^2 test: -0.113
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.935, Explained Variance Score Train: 0.760
AUC Validation: 0.449, Explained Variance Score Validation: -0.148
AUC Test: 0.509, Explained Variance Score Test: -0.056
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: -0.019
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.903, R^2 test: -0.028
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: -0.025
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.968, Explained Variance Score Train: 0.887
AUC Validation: 0.538, Explained Variance Score Validation: -0.031
AUC Test: 0.589, Explained Variance Score Test: -0.014
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.587, R^2 test: -0.020
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.588, R^2 test: -0.014
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.679, R^2 test: -0.036
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.943, Explained Variance Score Train: 0.622
AUC Validation: 0.694, Explained Variance Score Validation: -0.033
AUC Test: 0.613, Explained Variance Score Test: -0.024
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.687, R^2 test: -0.035
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.781, R^2 test: -0.033
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.799, R^2 test: -0.025
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.961, Explained Variance Score Train: 0.830
AUC Validation: 0.559, Explained Variance Score Validation: -0.003
AUC Test: 0.504, Explained Variance Score Test: -0.020
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.647, R^2 test: -0.013
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.737, R^2 test: -0.005
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.776, R^2 test: 0.017
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.980, Explained Variance Score Train: 0.820
AUC Validation: 0.517, Explained Variance Score Validation: -0.059
AUC Test: 0.540, Explained Variance Score Test: -0.011
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.638, R^2 test: -0.040
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.769, R^2 test: -0.057
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.826, R^2 test: -0.015
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.976, Explained Variance Score Train: 0.829
AUC Validation: 0.598, Explained Variance Score Validation: -0.005
AUC Test: 0.501, Explained Variance Score Test: -0.042
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: -0.058
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.848, R^2 test: -0.061
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.892, R^2 test: -0.053
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.979, Explained Variance Score Train: 0.863
AUC Validation: 0.507, Explained Variance Score Validation: -0.010
AUC Test: 0.542, Explained Variance Score Test: -0.046
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.544, R^2 test: -0.036
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.650, R^2 test: -0.056
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.667, R^2 test: -0.039
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.918, Explained Variance Score Train: 0.515
AUC Validation: 0.344, Explained Variance Score Validation: -0.127
AUC Test: 0.536, Explained Variance Score Test: -0.026
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.708, R^2 test: -0.019
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.764, R^2 test: -0.023
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.823, R^2 test: -0.026
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.972, Explained Variance Score Train: 0.745
AUC Validation: 0.535, Explained Variance Score Validation: 0.001
AUC Test: 0.542, Explained Variance Score Test: -0.024
total variables 257 and total subjects: 1698
->AUC validation: 0.528 95% CI: [0.475 , 0.582]
->AUC test: 0.548 95% CI: [0.524 , 0.571]
->Explained Variance (R2) validation: -0.045 95% CI: [-0.075 , -0.014]
->Explained Variance (R2) test: -0.022 95% CI: [-0.037 , -0.007]
Test set metrics:
@threshold:2.162, sens:0.000, spec:1.000, ppv:0.000, acc:0.850, f1:0.000, total+:0, total-:339
@threshold:1.162, sens:0.000, spec:1.000, ppv:0.000, acc:0.850, f1:0.000, total+:0, total-:339
@threshold:0.771, sens:0.000, spec:0.997, ppv:0.000, acc:0.847, f1:0.000, total+:1, total-:338
@threshold:0.606, sens:0.020, spec:0.993, ppv:0.333, acc:0.847, f1:0.037, total+:3, total-:336
@threshold:0.316, sens:0.039, spec:0.948, ppv:0.118, acc:0.811, f1:0.059, total+:17, total-:322
@threshold:0.314, sens:0.039, spec:0.944, ppv:0.111, acc:0.808, f1:0.058, total+:18, total-:321
@threshold:0.234, sens:0.059, spec:0.917, ppv:0.111, acc:0.788, f1:0.077, total+:27, total-:312
@threshold:0.224, sens:0.059, spec:0.913, ppv:0.107, acc:0.785, f1:0.076, total+:28, total-:311
@threshold:0.142, sens:0.078, spec:0.865, ppv:0.093, acc:0.746, f1:0.085, total+:43, total-:296
@threshold:0.139, sens:0.078, spec:0.861, ppv:0.091, acc:0.743, f1:0.084, total+:44, total-:295
@threshold:0.130, sens:0.098, spec:0.861, ppv:0.111, acc:0.746, f1:0.104, total+:45, total-:294
@threshold:0.120, sens:0.098, spec:0.858, ppv:0.109, acc:0.743, f1:0.103, total+:46, total-:293
@threshold:0.101, sens:0.118, spec:0.847, ppv:0.120, acc:0.737, f1:0.119, total+:50, total-:289
@threshold:0.101, sens:0.118, spec:0.844, ppv:0.118, acc:0.735, f1:0.118, total+:51, total-:288
@threshold:0.090, sens:0.137, spec:0.840, ppv:0.132, acc:0.735, f1:0.135, total+:53, total-:286
@threshold:0.089, sens:0.137, spec:0.837, ppv:0.130, acc:0.732, f1:0.133, total+:54, total-:285
@threshold:0.055, sens:0.157, spec:0.816, ppv:0.131, acc:0.717, f1:0.143, total+:61, total-:278
@threshold:0.055, sens:0.157, spec:0.812, ppv:0.129, acc:0.714, f1:0.142, total+:62, total-:277
@threshold:0.046, sens:0.176, spec:0.788, ppv:0.129, acc:0.696, f1:0.149, total+:70, total-:269
@threshold:0.044, sens:0.176, spec:0.785, ppv:0.127, acc:0.693, f1:0.148, total+:71, total-:268
@threshold:0.025, sens:0.196, spec:0.747, ppv:0.120, acc:0.664, f1:0.149, total+:83, total-:256
@threshold:0.023, sens:0.196, spec:0.743, ppv:0.119, acc:0.661, f1:0.148, total+:84, total-:255
@threshold:-0.002, sens:0.216, spec:0.691, ppv:0.110, acc:0.619, f1:0.146, total+:100, total-:239
@threshold:-0.003, sens:0.216, spec:0.688, ppv:0.109, acc:0.617, f1:0.145, total+:101, total-:238
@threshold:-0.003, sens:0.235, spec:0.688, ppv:0.118, acc:0.619, f1:0.157, total+:102, total-:237
@threshold:-0.008, sens:0.235, spec:0.684, ppv:0.117, acc:0.617, f1:0.156, total+:103, total-:236
@threshold:-0.021, sens:0.255, spec:0.670, ppv:0.120, acc:0.608, f1:0.164, total+:108, total-:231
@threshold:-0.021, sens:0.255, spec:0.667, ppv:0.119, acc:0.605, f1:0.163, total+:109, total-:230
@threshold:-0.031, sens:0.275, spec:0.646, ppv:0.121, acc:0.590, f1:0.168, total+:116, total-:223
@threshold:-0.038, sens:0.275, spec:0.642, ppv:0.120, acc:0.587, f1:0.167, total+:117, total-:222
@threshold:-0.060, sens:0.294, spec:0.618, ppv:0.120, acc:0.569, f1:0.170, total+:125, total-:214
@threshold:-0.060, sens:0.294, spec:0.615, ppv:0.119, acc:0.566, f1:0.169, total+:126, total-:213
@threshold:-0.067, sens:0.314, spec:0.601, ppv:0.122, acc:0.558, f1:0.176, total+:131, total-:208
@threshold:-0.070, sens:0.333, spec:0.597, ppv:0.128, acc:0.558, f1:0.185, total+:133, total-:206
@threshold:-0.080, sens:0.353, spec:0.580, ppv:0.129, acc:0.546, f1:0.189, total+:139, total-:200
@threshold:-0.082, sens:0.353, spec:0.576, ppv:0.129, acc:0.543, f1:0.188, total+:140, total-:199
@threshold:-0.110, sens:0.373, spec:0.531, ppv:0.123, acc:0.507, f1:0.185, total+:154, total-:185
@threshold:-0.111, sens:0.373, spec:0.528, ppv:0.123, acc:0.504, f1:0.184, total+:155, total-:184
@threshold:-0.111, sens:0.392, spec:0.528, ppv:0.128, acc:0.507, f1:0.193, total+:156, total-:183
@threshold:-0.116, sens:0.412, spec:0.524, ppv:0.133, acc:0.507, f1:0.201, total+:158, total-:181
@threshold:-0.120, sens:0.431, spec:0.514, ppv:0.136, acc:0.501, f1:0.207, total+:162, total-:177
@threshold:-0.123, sens:0.431, spec:0.510, ppv:0.135, acc:0.499, f1:0.206, total+:163, total-:176
@threshold:-0.126, sens:0.451, spec:0.510, ppv:0.140, acc:0.501, f1:0.214, total+:164, total-:175
@threshold:-0.127, sens:0.451, spec:0.507, ppv:0.139, acc:0.499, f1:0.213, total+:165, total-:174
@threshold:-0.127, sens:0.471, spec:0.507, ppv:0.145, acc:0.501, f1:0.221, total+:166, total-:173
@threshold:-0.131, sens:0.510, spec:0.503, ppv:0.154, acc:0.504, f1:0.236, total+:169, total-:170
@threshold:-0.131, sens:0.529, spec:0.503, ppv:0.159, acc:0.507, f1:0.244, total+:170, total-:169
@threshold:-0.139, sens:0.529, spec:0.500, ppv:0.158, acc:0.504, f1:0.243, total+:171, total-:168
@threshold:-0.150, sens:0.549, spec:0.483, ppv:0.158, acc:0.493, f1:0.246, total+:177, total-:162
@threshold:-0.152, sens:0.569, spec:0.479, ppv:0.162, acc:0.493, f1:0.252, total+:179, total-:160
@threshold:-0.155, sens:0.588, spec:0.469, ppv:0.164, acc:0.487, f1:0.256, total+:183, total-:156
@threshold:-0.156, sens:0.588, spec:0.465, ppv:0.163, acc:0.484, f1:0.255, total+:184, total-:155
@threshold:-0.158, sens:0.608, spec:0.462, ppv:0.167, acc:0.484, f1:0.262, total+:186, total-:153
@threshold:-0.158, sens:0.627, spec:0.458, ppv:0.170, acc:0.484, f1:0.268, total+:188, total-:151
@threshold:-0.174, sens:0.647, spec:0.413, ppv:0.163, acc:0.448, f1:0.261, total+:202, total-:137
@threshold:-0.175, sens:0.647, spec:0.410, ppv:0.163, acc:0.445, f1:0.260, total+:203, total-:136
@threshold:-0.240, sens:0.667, spec:0.330, ppv:0.150, acc:0.381, f1:0.245, total+:227, total-:112
@threshold:-0.242, sens:0.686, spec:0.326, ppv:0.153, acc:0.381, f1:0.250, total+:229, total-:110
@threshold:-0.263, sens:0.706, spec:0.306, ppv:0.153, acc:0.366, f1:0.251, total+:236, total-:103
@threshold:-0.266, sens:0.706, spec:0.302, ppv:0.152, acc:0.363, f1:0.250, total+:237, total-:102
@threshold:-0.268, sens:0.725, spec:0.302, ppv:0.155, acc:0.366, f1:0.256, total+:238, total-:101
@threshold:-0.269, sens:0.745, spec:0.299, ppv:0.158, acc:0.366, f1:0.261, total+:240, total-:99
@threshold:-0.289, sens:0.765, spec:0.267, ppv:0.156, acc:0.342, f1:0.259, total+:250, total-:89
@threshold:-0.296, sens:0.765, spec:0.264, ppv:0.155, acc:0.339, f1:0.258, total+:251, total-:88
@threshold:-0.300, sens:0.784, spec:0.260, ppv:0.158, acc:0.339, f1:0.263, total+:253, total-:86
@threshold:-0.300, sens:0.784, spec:0.257, ppv:0.157, acc:0.336, f1:0.262, total+:254, total-:85
@threshold:-0.304, sens:0.804, spec:0.253, ppv:0.160, acc:0.336, f1:0.267, total+:256, total-:83
@threshold:-0.311, sens:0.804, spec:0.250, ppv:0.160, acc:0.333, f1:0.266, total+:257, total-:82
@threshold:-0.319, sens:0.824, spec:0.233, ppv:0.160, acc:0.322, f1:0.268, total+:263, total-:76
@threshold:-0.321, sens:0.824, spec:0.229, ppv:0.159, acc:0.319, f1:0.267, total+:264, total-:75
@threshold:-0.322, sens:0.843, spec:0.229, ppv:0.162, acc:0.322, f1:0.272, total+:265, total-:74
@threshold:-0.323, sens:0.843, spec:0.226, ppv:0.162, acc:0.319, f1:0.271, total+:266, total-:73
@threshold:-0.325, sens:0.863, spec:0.226, ppv:0.165, acc:0.322, f1:0.277, total+:267, total-:72
@threshold:-0.327, sens:0.863, spec:0.222, ppv:0.164, acc:0.319, f1:0.276, total+:268, total-:71
@threshold:-0.354, sens:0.882, spec:0.167, ppv:0.158, acc:0.274, f1:0.268, total+:285, total-:54
@threshold:-0.358, sens:0.882, spec:0.163, ppv:0.157, acc:0.271, f1:0.267, total+:286, total-:53
@threshold:-0.389, sens:0.902, spec:0.142, ppv:0.157, acc:0.257, f1:0.267, total+:293, total-:46
@threshold:-0.391, sens:0.902, spec:0.139, ppv:0.156, acc:0.254, f1:0.267, total+:294, total-:45
@threshold:-0.399, sens:0.922, spec:0.132, ppv:0.158, acc:0.251, f1:0.270, total+:297, total-:42
@threshold:-0.406, sens:0.922, spec:0.128, ppv:0.158, acc:0.248, f1:0.269, total+:298, total-:41
@threshold:-0.435, sens:0.941, spec:0.115, ppv:0.158, acc:0.239, f1:0.271, total+:303, total-:36
@threshold:-0.442, sens:0.941, spec:0.111, ppv:0.158, acc:0.236, f1:0.270, total+:304, total-:35
@threshold:-0.442, sens:0.961, spec:0.111, ppv:0.161, acc:0.239, f1:0.275, total+:305, total-:34
@threshold:-0.443, sens:0.961, spec:0.108, ppv:0.160, acc:0.236, f1:0.275, total+:306, total-:33
@threshold:-0.509, sens:0.980, spec:0.066, ppv:0.157, acc:0.204, f1:0.270, total+:319, total-:20
@threshold:-0.525, sens:0.980, spec:0.062, ppv:0.156, acc:0.201, f1:0.270, total+:320, total-:19
@threshold:-0.838, sens:1.000, spec:0.003, ppv:0.151, acc:0.153, f1:0.262, total+:338, total-:1
Vital: Temp-avg3to5 | coef 0.029 95% CI: [-0.006 , 0.064] | OR_adj 1.030 [0.994 1.066] | occ: 1313 | OR_unadj: 0.989 [0.753 1.299] | indivs AUC:0.474
Correlated most with:
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.141
Newborn Diagnosis:9ccs219:Low birth wt:-0.109
Diagnosis:9ccs219:Low birth wt:-0.084
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.071
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.070
Diagnosis:9ccs147:Anal/rectal:0.070
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:-0.069
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.069
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.068
Vital: HC-avg3to5 | coef 0.016 95% CI: [0.007 , 0.026] | OR_adj 1.016 [1.007 1.026] | occ: 1129 | OR_unadj: 1.116 [0.845 1.474] | indivs AUC:0.483
Correlated most with:
Maternal Lab History: FASTING-postPregnancy:-0.109
Lab:323825 STREP SCREEN THROAT - Sunrise:0.107
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.096
Maternal Lab History: FASTING-otherPregnancy:-0.095
Maternal Procedure History:96372-otherPregnancy:-0.091
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.087
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.087
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.086
Diagnosis:9ccs151:Oth liver dx:-0.084
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.076
Vital: Ht-gain13to19 | coef 0.016 95% CI: [0.008 , 0.023] | OR_adj 1.016 [1.008 1.024] | occ: 1378 | OR_unadj: 0.895 [0.685 1.171] | indivs AUC:0.530
Correlated most with:
Diagnosis:9ccs140:Gastritis:0.111
Diagnosis:9ccs240:Burns:0.076
Diagnosis:9ccs168:PID:0.074
Maternal Lab History: HCG-postPregnancy:-0.070
Maternal Diagnosis:9ccs98:HTN:0.070
Diagnosis:9ccs10:Immuniz/scrn:0.068
Diagnosis:9ccs163:Other GU dx:0.068
Maternal Diagnosis:9ccs149:Biliary dx:0.067
Diagnosis:9ccs257:Ot aftercare:0.065
Maternal Lab History: GAMMA GT-otherPregnancy:-0.064
Vital: HR-avg7to10 | coef 0.015 95% CI: [0.000 , 0.031] | OR_adj 1.016 [1.000 1.031] | occ: 420 | OR_unadj: 0.906 [0.585 1.403] | indivs AUC:0.479
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.292
Maternal Procedure History:97014-postPregnancy:-0.111
Diagnosis:9ccs138:Esophgeal dx:-0.108
Diagnosis:9ccs250:Nausea/vomit:-0.100
Diagnosis:9ccs74:Ot mentl cnd:-0.082
Maternal Procedure History:97110-postPregnancy:-0.076
Diagnosis:9ccs133:Oth low resp:-0.071
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.069
Newborn Diagnosis:9ccs222:Perint jaund:-0.068
Diagnosis:9ccs198:Ot infl skin:-0.066
Vital: HC-gain1to5 | coef 0.015 95% CI: [0.010 , 0.021] | OR_adj 1.015 [1.010 1.021] | occ: 1346 | OR_unadj: 0.866 [0.657 1.140] | indivs AUC:0.491
Correlated most with:
Maternal Diagnosis:9ccs187:Malposition:0.100
Diagnosis:9ccs10:Immuniz/scrn:0.089
Diagnosis:9ccs217:Ot cong anom:0.086
Maternal Procedure History:90658-postPregnancy:-0.082
Diagnosis:9ccs125:Bronchitis:0.082
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:0.077
Maternal Lab History: PROLACTIN-postPregnancy:0.071
Maternal Lab History: GAMMA GT-otherPregnancy:-0.068
Diagnosis:9ccs257:Ot aftercare:0.064
Diagnosis:9ccs7:Viral infect:0.063
Vital: Temp-avg5to7 | coef 0.015 95% CI: [0.009 , 0.021] | OR_adj 1.015 [1.009 1.021] | occ: 1315 | OR_unadj: 1.008 [0.763 1.331] | indivs AUC:0.466
Correlated most with:
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.141
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:-0.118
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.109
Maternal Lab History: INHMOM-postPregnancy:0.103
Maternal Lab History: 1 HOUR-postPregnancy:-0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.091
Lab:295669 BILIRUBIN DIRECT - LMC:0.088
Maternal Procedure History:90656-postPregnancy:0.084
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.083
Maternal Lab History: POLYS-postPregnancy:-0.079
Vital: Temp-avg1to3 | coef 0.015 95% CI: [0.010 , 0.020] | OR_adj 1.015 [1.010 1.020] | occ: 1348 | OR_unadj: 1.102 [0.834 1.456] | indivs AUC:0.425
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.102
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:0.091
Maternal Diagnosis:9ccs184:Early labor:-0.090
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.086
Diagnosis:9ccs211:Ot conn tiss:0.085
Newborn Diagnosis:9ccs200:Oth skin dx:-0.084
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.084
Maternal Lab History: FASTING-postPregnancy:0.079
Maternal Lab History: 2 HOUR-postPregnancy:0.078
Maternal Lab History: 1/2 HOUR-postPregnancy:0.077
Vital: Ht-avg10to13 | coef 0.014 95% CI: [0.007 , 0.022] | OR_adj 1.014 [1.007 1.022] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.610
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.220
Maternal Diagnosis:9ccs184:Early labor:-0.140
Maternal Diagnosis:9ccs185:Long pregncy:0.136
Diagnosis:9ccs219:Low birth wt:-0.108
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.098
Maternal Diagnosis:9ccs128:Asthma:-0.094
Maternal Lab History: INHMOM-otherPregnancy:-0.091
Newborn Diagnosis:9ccs222:Perint jaund:-0.085
Newborn Diagnosis:9ccs221:Resp distres:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Vital: Ht-avg3to5 | coef 0.014 95% CI: [0.008 , 0.020] | OR_adj 1.014 [1.008 1.021] | occ: 1296 | OR_unadj: 0.876 [0.661 1.159] | indivs AUC:0.561
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.092
Maternal Procedure History:81025-postPregnancy:-0.065
Maternal Procedure History:J1055-postPregnancy:-0.065
Diagnosis:9ccs76:Meningitis:0.063
Diagnosis:9ccs216:Nerv cong an:0.063
Diagnosis:9ccs58:Ot nutrit dx:-0.063
Maternal Lab History: POLYS-postPregnancy:-0.061
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.061
Diagnosis:9ccs7:Viral infect:-0.061
Maternal Lab History: MCV-otherPregnancy:-0.060
Vital: HR-latest | coef 0.014 95% CI: [0.010 , 0.018] | OR_adj 1.014 [1.010 1.019] | occ: 1010 | OR_unadj: 0.762 [0.553 1.050] | indivs AUC:0.509
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.281
Diagnosis:9ccs10:Immuniz/scrn:0.260
Number of Visits:0.240
Diagnosis:9ccs92:Otitis media:0.212
Diagnosis:9ccs7:Viral infect:0.178
Diagnosis:9ccs257:Ot aftercare:0.155
Diagnosis:9ccs135:Intest infct:0.138
Diagnosis:9ccs90:Eye infectn:0.129
Maternal Procedure History:36415-otherPregnancy:-0.110
Diagnosis:9ccs125:Bronchitis:0.109
Vital: Ht-gain5to10 | coef 0.014 95% CI: [0.004 , 0.024] | OR_adj 1.014 [1.004 1.024] | occ: 1429 | OR_unadj: 1.097 [0.806 1.493] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs175:Ot femal gen:-0.199
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.199
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.146
Diagnosis:9ccs223:Birth trauma:-0.120
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.105
Diagnosis:9ccs247:Lymph enlarg:-0.090
Newborn Diagnosis:9ccs259:Unclassified:-0.079
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:-0.079
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:-0.079
Maternal Diagnosis:9ccs238:Complic proc:0.075
Vital: Ht-gain16to24 | coef 0.014 95% CI: [0.009 , 0.019] | OR_adj 1.014 [1.009 1.019] | occ: 1417 | OR_unadj: 1.402 [0.978 2.008] | indivs AUC:0.511
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.120
Maternal Diagnosis:9ccs184:Early labor:-0.094
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.091
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Maternal Lab History: UREA NITROGEN-postPregnancy:0.078
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:0.074
Maternal Procedure History:90772-postPregnancy:0.074
Newborn Diagnosis:9ccs221:Resp distres:-0.072
Maternal Lab History: CHOLIC ACID-otherPregnancy:-0.072
* Vital: Ht Percentile-latest | coef 0.013 95% CI: [0.006 , 0.020] | OR_adj 1.013 [1.006 1.021] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.589
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:-0.169
Lab:323825 STREP SCREEN THROAT - Sunrise:0.122
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.099
Maternal Lab History: GFR in African American-otherPregnancy:0.086
Maternal Lab History: GFR Calculation-otherPregnancy:0.086
Maternal Lab History: HEMATOCRIT-postPregnancy:0.080
Maternal Diagnosis:9ccs60:Acut p-h anm:0.079
Maternal Procedure History:97014-postPregnancy:-0.074
Maternal Lab History: RBC-postPregnancy:0.070
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.069
MatDeliveryAge | coef 0.013 95% CI: [0.009 , 0.017] | OR_adj 1.013 [1.009 1.017] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.480
Correlated most with:
Maternal Procedure History:86580-postPregnancy:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.070
Maternal Lab History: WBC-postPregnancy:-0.070
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.067
Diagnosis:9ccs10:Immuniz/scrn:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.062
Lab:292495 LEAD LEVEL - Sunrise:-0.061
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:-0.060
Maternal Lab History: LDL-otherPregnancy:0.059
Maternal Diagnosis:9ccs155:Other GI dx:0.058
Vital: Temp-avg16to19 | coef 0.013 95% CI: [0.010 , 0.016] | OR_adj 1.013 [1.010 1.016] | occ: 1297 | OR_unadj: 0.872 [0.571 1.331] | indivs AUC:0.516
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.107
Maternal Procedure History:86580-postPregnancy:-0.103
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Diagnosis:9ccs208:Acq foot def:0.086
Maternal Procedure History:97014-postPregnancy:0.080
Diagnosis:9ccs217:Ot cong anom:-0.077
Newborn Diagnosis:9ccs200:Oth skin dx:-0.075
Maternal Diagnosis:9ccs184:Early labor:-0.075
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.074
Maternal Lab History: Varicella IgG-postPregnancy:0.073
Vital: Temp-avg19to24 | coef 0.013 95% CI: [0.010 , 0.015] | OR_adj 1.013 [1.010 1.015] | occ: 1373 | OR_unadj: 1.181 [0.894 1.561] | indivs AUC:0.465
Correlated most with:
Diagnosis:9ccs238:Complic proc:-0.367
Diagnosis:9ccs204:Ot joint dx:0.161
Diagnosis:9ccs242:Poisn ot med:0.161
Maternal Diagnosis:9ccs49:DiabMel no c:-0.146
Diagnosis:9ccs95:Oth nerv dx:-0.128
Diagnosis:9ccs143:Abdom hernia:-0.119
Diagnosis:9ccs251:Abdomnl pain:0.118
Diagnosis:9ccs167:Breast dx:0.114
Newborn Diagnosis:9ccs94:Other ear dx:0.111
Diagnosis:9ccs138:Esophgeal dx:-0.111
Vital: Ht Percentile-avg7to10 | coef 0.012 95% CI: [-0.001 , 0.026] | OR_adj 1.013 [0.999 1.027] | occ: 564 | OR_unadj: 1.079 [0.760 1.532] | indivs AUC:0.559
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.104
Maternal Lab History: INHMOM-postPregnancy:0.101
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.093
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.085
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.084
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.080
Maternal Lab History: INHMOM-otherPregnancy:-0.079
Maternal Lab History: VLDL-postPregnancy:0.079
Maternal Lab History: AST (SGOT)-postPregnancy:0.078
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.076
Vital: Temp-avg10to13 | coef 0.012 95% CI: [0.009 , 0.016] | OR_adj 1.013 [1.009 1.016] | occ: 1399 | OR_unadj: 1.016 [0.764 1.351] | indivs AUC:0.506
Correlated most with:
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.135
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.125
Maternal Lab History: INHMOM-postPregnancy:0.124
Maternal Lab History: INHMOM-otherPregnancy:-0.107
Maternal Diagnosis:9ccs128:Asthma:-0.099
Diagnosis:9ccs117:Ot circul dx:-0.095
Newborn Diagnosis:9ccs200:Oth skin dx:-0.094
Newborn Diagnosis:9ccs219:Low birth wt:-0.089
Maternal Lab History: APF MoM-otherPregnancy:-0.088
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.088
Vital: Temp-avg7to10 | coef 0.012 95% CI: [0.009 , 0.015] | OR_adj 1.012 [1.009 1.015] | occ: 1351 | OR_unadj: 0.832 [0.534 1.296] | indivs AUC:0.427
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.147
Newborn Diagnosis:9ccs219:Low birth wt:-0.133
Diagnosis:9ccs219:Low birth wt:-0.093
Newborn Diagnosis:9ccs94:Other ear dx:0.092
Maternal Procedure History:81000-postPregnancy:-0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.073
Maternal Diagnosis:9ccs185:Long pregncy:0.072
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.072
Newborn Diagnosis:9ccs256:Exam/eval:-0.069
Number of Visits | coef 0.012 95% CI: [0.010 , 0.015] | OR_adj 1.012 [1.010 1.015] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.415
Correlated most with:
Diagnosis:9ccs255:Social admin:-0.143
Diagnosis:9ccs10:Immuniz/scrn:-0.132
Diagnosis:9ccs257:Ot aftercare:-0.106
Census:Percent; Estimate; Percent bachelor's degree or higher-birth:-0.102
Census:Percent; Estimate; Percent bachelor's degree or higher-latest:-0.102
Number of Visits:-0.100
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth:-0.097
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest:-0.097
Census:Percent; Estimate; Percent high school graduate or higher-latest:-0.094
Census:Percent; Estimate; Percent high school graduate or higher-birth:-0.094
Vital: Ht Percentile-avg10to13 | coef 0.012 95% CI: [0.004 , 0.020] | OR_adj 1.012 [1.004 1.020] | occ: 671 | OR_unadj: 1.232 [0.896 1.694] | indivs AUC:0.559
Correlated most with:
Maternal Lab History: GFR Calculation-postPregnancy:-0.112
Maternal Lab History: GFR in African American-postPregnancy:-0.112
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.111
Maternal Diagnosis:9ccs9:Sexual Infxs-postPregnancy:-0.108
Maternal Lab History: APF MoM-otherPregnancy:-0.108
Maternal Lab History: INHMOM-otherPregnancy:-0.098
Maternal Lab History: INHMOM-postPregnancy:0.087
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.085
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.080
Maternal Procedure History:90471-postPregnancy:-0.078
Vital: Temp-latest | coef 0.012 95% CI: [0.007 , 0.017] | OR_adj 1.012 [1.007 1.018] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.459
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.345
Diagnosis:9ccs126:Ot up rsp in:0.315
Number of Visits:0.273
Diagnosis:9ccs92:Otitis media:0.265
Diagnosis:9ccs7:Viral infect:0.206
Diagnosis:9ccs257:Ot aftercare:0.188
Diagnosis:9ccs135:Intest infct:0.156
Diagnosis:9ccs90:Eye infectn:0.148
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest:-0.138
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.137
Vital: Ht-gain1to5 | coef 0.012 95% CI: [0.009 , 0.015] | OR_adj 1.012 [1.009 1.015] | occ: 1420 | OR_unadj: 0.786 [0.598 1.035] | indivs AUC:0.436
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.091
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.080
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.074
Diagnosis:9ccs242:Poisn ot med:0.072
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.071
Newborn Diagnosis:9ccs223:Birth trauma:0.071
Maternal Lab History: TRIGLYCERIDE-postPregnancy:0.070
Maternal Lab History: VLDL-postPregnancy:0.070
Maternal Lab History: INHMOM-otherPregnancy:-0.069
* Vital: Ht-avg13to16 | coef 0.012 95% CI: [0.006 , 0.018] | OR_adj 1.012 [1.006 1.019] | occ: 1287 | OR_unadj: 1.332 [1.019 1.741] | indivs AUC:0.548
Correlated most with:
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.099
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.090
Diagnosis:9ccs238:Complic proc:-0.089
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.081
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.074
Maternal Lab History: TP PERIOD-postPregnancy:0.073
Maternal Lab History: RDW-otherPregnancy:0.070
Newborn Diagnosis:9ccs219:Low birth wt:-0.067
Maternal Lab History: FIBRINOGEN-postPregnancy:0.065
* Vital: HC-avg5to7 | coef 0.012 95% CI: [0.008 , 0.016] | OR_adj 1.012 [1.008 1.016] | occ: 1123 | OR_unadj: 1.500 [1.143 1.967] | indivs AUC:0.521
Correlated most with:
Diagnosis:9ccs238:Complic proc:-0.304
Maternal Lab History: eGFR-postPregnancy:-0.156
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.151
Diagnosis:9ccs3:Oth bact inf:0.144
Maternal Lab History: MUMPS IGG-postPregnancy:-0.124
Maternal Diagnosis:9ccs49:DiabMel no c:-0.121
Diagnosis:9ccs95:Oth nerv dx:-0.106
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.100
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.100
Diagnosis:9ccs143:Abdom hernia:-0.099
Vital: HC-gain0to3 | coef 0.012 95% CI: [0.008 , 0.015] | OR_adj 1.012 [1.008 1.015] | occ: 1332 | OR_unadj: 0.871 [0.636 1.192] | indivs AUC:0.511
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.112
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.102
Maternal Diagnosis:9ccs185:Long pregncy:0.094
Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.083
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.082
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.081
Diagnosis:9ccs238:Complic proc:-0.079
Diagnosis:9ccs125:Bronchitis:0.075
Maternal Diagnosis:9ccs182:Hemorr preg:-0.074
Vital: Ht Percentile-gain13to19 | coef 0.011 95% CI: [0.005 , 0.017] | OR_adj 1.011 [1.005 1.017] | occ: 832 | OR_unadj: 0.955 [0.693 1.316] | indivs AUC:0.521
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.085
Diagnosis:9ccs125:Bronchitis:0.082
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.072
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.071
Diagnosis:9ccs48:Thyroid dsor:-0.071
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.068
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.067
Maternal Lab History: MPV-postPregnancy:0.066
Maternal Lab History: INHMOM-otherPregnancy:-0.063
Vital: HC-avg1to3 | coef 0.011 95% CI: [0.005 , 0.017] | OR_adj 1.011 [1.005 1.017] | occ: 1229 | OR_unadj: 0.920 [0.701 1.208] | indivs AUC:0.501
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.237
Maternal Diagnosis:9ccs184:Early labor:-0.227
Diagnosis:9ccs219:Low birth wt:-0.162
Maternal Diagnosis:9ccs185:Long pregncy:0.156
Newborn Diagnosis:9ccs224:Ot perint dx:0.093
Maternal Lab History: PTT-otherPregnancy:-0.093
Newborn Diagnosis:9ccs221:Resp distres:-0.090
Newborn Diagnosis:9ccs253:Allergy:-0.090
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.087
Maternal Diagnosis:9ccs183:HTN in preg:-0.085
Vital: Ht-gain10to16 | coef 0.011 95% CI: [0.008 , 0.014] | OR_adj 1.011 [1.008 1.014] | occ: 1404 | OR_unadj: 1.132 [0.839 1.528] | indivs AUC:0.447
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.095
Maternal Lab History: 1 HOUR-otherPregnancy:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Diagnosis:9ccs242:Poisn ot med:0.085
Maternal Lab History: 2 HOUR-otherPregnancy:0.079
Maternal Lab History: 2 HOUR-postPregnancy:0.074
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.073
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.070
Maternal Lab History: MPV-postPregnancy:0.070
Vital: HR-avg19to24 | coef 0.011 95% CI: [0.008 , 0.013] | OR_adj 1.011 [1.008 1.014] | occ: 442 | OR_unadj: 0.945 [0.614 1.454] | indivs AUC:0.559
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.117
Newborn Diagnosis:9ccs219:Low birth wt:-0.104
Maternal Lab History: MONOCYTE-postPregnancy:0.099
Maternal Diagnosis:9ccs5:HIV infectn:-0.096
Maternal Diagnosis:9ccs184:Early labor:-0.091
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Newborn Diagnosis:9ccs96:Hrt valve dx:-0.086
Maternal Lab History: WEIGHT-postPregnancy:0.085
Maternal Lab History: 1 HOUR-postPregnancy:0.079
Maternal Lab History: GFR Calculation-postPregnancy:-0.075
Vital: Temp-avg13to16 | coef 0.010 95% CI: [0.007 , 0.014] | OR_adj 1.010 [1.007 1.014] | occ: 1313 | OR_unadj: 1.227 [0.936 1.609] | indivs AUC:0.506
Correlated most with:
Maternal Lab History: LEUKOCYTE ESTERASE-postPregnancy:-0.125
Maternal Lab History: HEMATOCRIT-postPregnancy:0.092
Maternal Lab History: HEMOGLOBIN-postPregnancy:0.087
Maternal Procedure History:97014-postPregnancy:-0.083
Maternal Lab History: URINE HEMOGLOBIN-postPregnancy:0.081
Diagnosis:9ccs239:Superfic inj:-0.080
Maternal Lab History: ABS LYMPH-postPregnancy:-0.069
Newborn Diagnosis:9ccs95:Oth nerv dx:0.068
Maternal Diagnosis:9ccs172:Ovarian cyst:0.068
Maternal Diagnosis:9ccs191:Amnios dx:-0.066
Vital: Ht Percentile-gain5to10 | coef 0.010 95% CI: [0.007 , 0.014] | OR_adj 1.010 [1.007 1.014] | occ: 606 | OR_unadj: 0.842 [0.579 1.225] | indivs AUC:0.452
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.088
Maternal Lab History: PAPP-A-postPregnancy:0.078
Maternal Diagnosis:9ccs49:DiabMel no c-postPregnancy:-0.077
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.072
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.071
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.071
Maternal Lab History: URINE SUGAR-postPregnancy:0.070
Diagnosis:9ccs212:Ot bone dx:0.069
Maternal Lab History: MCV-otherPregnancy:0.067
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.066
Vital: BP-postPregnancy | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.013] | occ: 666 | OR_unadj: 1.322 [0.954 1.832] | indivs AUC:0.525
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.085
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.079
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.075
Maternal Lab History: FREE T-4-otherPregnancy:-0.068
Diagnosis:9ccs163:Other GU dx:-0.067
Maternal Procedure History:86580-postPregnancy:0.066
Diagnosis:9ccs92:Otitis media:0.065
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.063
Maternal Lab History: WEIGHT-otherPregnancy:0.061
Maternal Diagnosis:9ccs69:Affective dx:0.061
Vital: Ht-avg1to3 | coef 0.010 95% CI: [0.006 , 0.014] | OR_adj 1.010 [1.006 1.014] | occ: 1348 | OR_unadj: 0.914 [0.694 1.204] | indivs AUC:0.581
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:-0.137
Diagnosis:9ccs242:Poisn ot med:-0.137
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.128
Diagnosis:9ccs251:Abdomnl pain:-0.100
Diagnosis:9ccs167:Breast dx:-0.097
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.088
Newborn Diagnosis:9ccs213:Cardiac anom:0.085
Maternal Lab History: eGFR-postPregnancy:-0.081
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.078
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:0.077
Vital: Ht-gain3to7 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.013] | occ: 1405 | OR_unadj: 1.120 [0.858 1.461] | indivs AUC:0.573
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.111
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110
Newborn Diagnosis:9ccs219:Low birth wt:-0.102
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.087
Maternal Diagnosis:9ccs184:Early labor:-0.087
Maternal Diagnosis:9ccs185:Long pregncy:0.079
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.077
Maternal Lab History: 1/2 HOUR-postPregnancy:0.075
Maternal Lab History: PH-postPregnancy:-0.075
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:-0.073
Vital: HR-postPregnancy | coef 0.010 95% CI: [0.006 , 0.014] | OR_adj 1.010 [1.006 1.014] | occ: 587 | OR_unadj: 0.960 [0.669 1.378] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: URINE CULTURE-postPregnancy:0.090
Diagnosis:9ccs256:Exam/eval:-0.077
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.076
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.075
Diagnosis:9ccs154:Gastroent:-0.070
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.070
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.068
Maternal Lab History: POLYS-otherPregnancy:-0.065
Maternal Diagnosis:9ccs159:UTI:0.065
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.065
Vital: Ht Percentile-gain16to24 | coef 0.010 95% CI: [0.006 , 0.013] | OR_adj 1.010 [1.006 1.013] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.534
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:0.081
Maternal Lab History: PH-postPregnancy:-0.080
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Maternal Diagnosis:9ccs184:Early labor:-0.077
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.073
Diagnosis:9ccs128:Asthma:0.071
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.068
Maternal Lab History: HCG-otherPregnancy:-0.068
Maternal Lab History: UREA NITROGEN-postPregnancy:0.067
Vital: HC-avg0to1 | coef 0.010 95% CI: [0.007 , 0.013] | OR_adj 1.010 [1.007 1.013] | occ: 1191 | OR_unadj: 1.052 [0.803 1.378] | indivs AUC:0.484
Correlated most with:
Number of Visits:-0.166
Diagnosis:9ccs126:Ot up rsp in:-0.138
Diagnosis:9ccs92:Otitis media:-0.120
Diagnosis:9ccs125:Bronchitis:-0.110
Maternal Procedure History:90746-postPregnancy:-0.099
Diagnosis:9ccs133:Oth low resp:-0.082
Newborn Diagnosis:9ccs0:No DX:0.081
Diagnosis:9ccs135:Intest infct:-0.079
Diagnosis:9ccs257:Ot aftercare:-0.078
Maternal Procedure History:96372-otherPregnancy:0.073
Vital: Ht-avg5to7 | coef 0.010 95% CI: [0.006 , 0.013] | OR_adj 1.010 [1.006 1.013] | occ: 1293 | OR_unadj: 1.103 [0.839 1.451] | indivs AUC:0.592
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.107
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:-0.103
Maternal Diagnosis:9ccs184:Early labor:-0.102
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.089
Maternal Lab History: 1 HOUR-otherPregnancy:0.079
Newborn Diagnosis:9ccs200:Oth skin dx:-0.076
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.074
Diagnosis:9ccs208:Acq foot def:0.072
Maternal Procedure History:90746-postPregnancy:-0.071
Maternal Diagnosis:9ccs185:Long pregncy:0.070
Vital: HC-gain5to10 | coef 0.010 95% CI: [0.006 , 0.013] | OR_adj 1.010 [1.006 1.013] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.512
Correlated most with:
Maternal Procedure History:J7300-postPregnancy:0.114
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.097
Diagnosis:9ccs256:Exam/eval:0.095
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.086
Maternal Procedure History:58300-postPregnancy:0.085
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.082
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.078
Diagnosis:9ccs133:Oth low resp:-0.078
Diagnosis:9ccs136:Teeth dx:-0.078
* Vital: HC-avg7to10 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.014] | occ: 1133 | OR_unadj: 1.714 [1.288 2.282] | indivs AUC:0.598
Correlated most with:
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.105
Maternal Diagnosis:9ccs171:Menstrual dx-otherPregnancy:0.101
Maternal Lab History: URIC ACID-otherPregnancy:0.083
Maternal Procedure History:36415-otherPregnancy:-0.077
Diagnosis:9ccs90:Eye infectn:-0.077
Diagnosis:9ccs7:Viral infect:-0.077
Maternal Lab History: MONOS-postPregnancy:0.072
Maternal Procedure History:99401-otherPregnancy:0.071
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.068
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.068
Vital: HC-gain10to16 | coef 0.009 95% CI: [0.007 , 0.012] | OR_adj 1.009 [1.007 1.012] | occ: 1222 | OR_unadj: 1.142 [0.874 1.492] | indivs AUC:0.445
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.120
Maternal Lab History: 1 HOUR-postPregnancy:0.092
Diagnosis:9ccs2:Septicemia:0.082
Maternal Lab History: 1 HOUR-otherPregnancy:0.079
Maternal Lab History: 1/2 HOUR-postPregnancy:0.076
Maternal Diagnosis:9ccs184:Early labor:-0.074
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.074
Diagnosis:9ccs58:Ot nutrit dx:-0.073
Diagnosis:9ccs238:Complic proc:-0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.071
Vital: HC-latest | coef 0.009 95% CI: [0.007 , 0.012] | OR_adj 1.009 [1.007 1.012] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.581
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.107
Maternal Lab History: 2 HOUR-postPregnancy:0.100
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.093
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.086
Maternal Procedure History:99211-otherPregnancy:0.080
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.079
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.078
Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Lab History: 3 HOUR-otherPregnancy:0.075
Maternal Lab History: CHLORIDE-otherPregnancy:0.073
Vital: Temp-avg0to1 | coef 0.009 95% CI: [0.006 , 0.012] | OR_adj 1.009 [1.006 1.012] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.536
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:0.112
Diagnosis:9ccs217:Ot cong anom:0.083
Maternal Lab History: BUN-postPregnancy:-0.081
Maternal Lab History: PLATELET COUNT-postPregnancy:0.071
Newborn Diagnosis:9ccs256:Exam/eval:0.069
Number of Visits:-0.068
Diagnosis:9ccs47:Ot bnign neo:0.063
Diagnosis:9ccs122:Pneumonia:-0.063
Maternal Diagnosis:9ccs98:HTN:0.063
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.061
Vital: Ht Percentile-gain7to13 | coef 0.009 95% CI: [0.007 , 0.012] | OR_adj 1.009 [1.007 1.012] | occ: 713 | OR_unadj: 1.104 [0.782 1.559] | indivs AUC:0.484
Correlated most with:
Diagnosis:9ccs163:Other GU dx:-0.238
Diagnosis:9ccs219:Low birth wt:-0.163
Maternal Diagnosis:9ccs128:Asthma:-0.132
Diagnosis:9ccs204:Ot joint dx:0.117
Diagnosis:9ccs242:Poisn ot med:0.117
Diagnosis:9ccs224:Ot perint dx:-0.111
Maternal Procedure History:86703-postPregnancy:0.101
Diagnosis:9ccs113:Late eff CVD:-0.092
Diagnosis:9ccs159:UTI:-0.089
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.089
Vital: HC-gain16to24 | coef 0.009 95% CI: [0.005 , 0.013] | OR_adj 1.009 [1.005 1.013] | occ: 1064 | OR_unadj: 0.868 [0.662 1.137] | indivs AUC:0.466
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.087
Maternal Procedure History:J1055-postPregnancy:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.080
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.073
Maternal Lab History: 2 HOUR-postPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs133:Oth low resp:-0.070
Diagnosis:9ccs48:Thyroid dsor:-0.069
Maternal Diagnosis:9ccs106:Dysrhythmia:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
Vital: HC-gain3to7 | coef 0.009 95% CI: [0.006 , 0.012] | OR_adj 1.009 [1.006 1.012] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.568
Correlated most with:
Diagnosis:9ccs238:Complic proc:-0.305
Maternal Diagnosis:9ccs49:DiabMel no c:-0.122
Diagnosis:9ccs95:Oth nerv dx:-0.106
Newborn Diagnosis:9ccs96:Hrt valve dx:0.096
Newborn Diagnosis:9ccs94:Other ear dx:0.093
Diagnosis:9ccs138:Esophgeal dx:-0.093
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.075
Newborn Diagnosis:9ccs219:Low birth wt:-0.070
Diagnosis:9ccs140:Gastritis:0.069
Newborn Diagnosis:9ccs256:Exam/eval:-0.069
* Vital: HC-avg13to16 | coef 0.009 95% CI: [0.001 , 0.016] | OR_adj 1.009 [1.001 1.016] | occ: 990 | OR_unadj: 1.619 [1.234 2.125] | indivs AUC:0.563
Correlated most with:
Maternal Procedure History:90658-postPregnancy:-0.121
Maternal Lab History: 3 HOUR-postPregnancy:0.113
Maternal Diagnosis:9ccs98:HTN:0.111
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.102
Newborn Diagnosis:9ccs256:Exam/eval:0.091
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.082
Diagnosis:9ccs167:Breast dx:0.081
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:0.079
Maternal Diagnosis:9ccs182:Hemorr preg:0.078
Maternal Procedure History:90649-postPregnancy:-0.076
Vital: Ht Percentile-gain10to16 | coef 0.008 95% CI: [0.006 , 0.011] | OR_adj 1.008 [1.006 1.011] | occ: 768 | OR_unadj: 0.941 [0.680 1.302] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.115
Maternal Procedure History:87880-postPregnancy:0.102
Maternal Lab History: POLYS-postPregnancy:0.093
Maternal Diagnosis:9ccs10:Immuniz/scrn:-0.093
Diagnosis:9ccs126:Ot up rsp in:-0.089
Number of Visits:-0.089
Diagnosis:9ccs63:Wht blood dx:0.082
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.082
Diagnosis:9ccs155:Other GI dx:-0.082
Diagnosis:9ccs133:Oth low resp:-0.079
* Vital: Ht-avg16to19 | coef 0.008 95% CI: [0.002 , 0.013] | OR_adj 1.008 [1.002 1.014] | occ: 1265 | OR_unadj: 1.417 [1.082 1.855] | indivs AUC:0.602
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.190
Maternal Diagnosis:9ccs184:Early labor:-0.126
Diagnosis:9ccs238:Complic proc:-0.108
Newborn Diagnosis:9ccs221:Resp distres:-0.103
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Diagnosis:9ccs219:Low birth wt:-0.091
Newborn Diagnosis:9ccs253:Allergy:-0.072
Newborn Diagnosis:9ccs200:Oth skin dx:-0.071
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.070
Diagnosis:9ccs138:Esophgeal dx:-0.069
Vital: Ht-gain0to24 | coef 0.008 95% CI: [0.002 , 0.014] | OR_adj 1.008 [1.002 1.014] | occ: 1325 | OR_unadj: 1.215 [0.931 1.585] | indivs AUC:0.608
Correlated most with:
Number of Visits:-0.152
Diagnosis:9ccs90:Eye infectn:-0.120
Diagnosis:9ccs257:Ot aftercare:-0.120
Diagnosis:9ccs10:Immuniz/scrn:-0.119
Diagnosis:9ccs135:Intest infct:-0.119
Diagnosis:9ccs126:Ot up rsp in:-0.116
Diagnosis:9ccs92:Otitis media:-0.111
Diagnosis:9ccs242:Poisn ot med:-0.100
Diagnosis:9ccs7:Viral infect:-0.099
Diagnosis:9ccs133:Oth low resp:-0.093
* Vital: Ht-gain7to13 | coef 0.008 95% CI: [0.005 , 0.011] | OR_adj 1.008 [1.005 1.011] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.501
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.087
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084
Maternal Lab History: PTT-otherPregnancy:-0.079
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.079
Maternal Lab History: MONOS-postPregnancy:-0.073
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.063
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.063
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.062
Maternal Diagnosis:9ccs187:Malposition:0.061
Maternal Lab History: IRON-postPregnancy:0.059
Vital: Ht-avg0to1 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1326 | OR_unadj: 0.954 [0.722 1.262] | indivs AUC:0.538
Correlated most with:
Diagnosis:9ccs154:Gastroent:-0.089
Maternal Lab History: HEMOGLOBIN A2-otherPregnancy:-0.079
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.079
Maternal Lab History: INHMOM-postPregnancy:0.078
Maternal Lab History: AST-otherPregnancy:0.075
Maternal Diagnosis:9ccs181:Ot preg comp:0.070
Maternal Diagnosis:9ccs91:Other eye dx:0.069
Maternal Diagnosis:9ccs10:Immuniz/scrn:0.069
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.069
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.066
Vital: HC-gain7to13 | coef 0.008 95% CI: [0.006 , 0.009] | OR_adj 1.008 [1.006 1.009] | occ: 1298 | OR_unadj: 1.240 [0.922 1.668] | indivs AUC:0.510
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.096
Maternal Diagnosis:9ccs185:Long pregncy:0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.080
Diagnosis:9ccs125:Bronchitis:0.079
Maternal Lab History: 1 HOUR-otherPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.074
Diagnosis:9ccs10:Immuniz/scrn:-0.071
Maternal Diagnosis:9ccs182:Hemorr preg:-0.070
Maternal Lab History: 3 HOUR-otherPregnancy:0.068
Vital: Ht-gain0to3 | coef 0.008 95% CI: [0.005 , 0.010] | OR_adj 1.008 [1.005 1.010] | occ: 1394 | OR_unadj: 0.853 [0.644 1.129] | indivs AUC:0.571
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.109
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.099
Maternal Lab History: IRON-postPregnancy:-0.090
Maternal Lab History: INHMOM-postPregnancy:0.084
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Procedure History:86580-postPregnancy:-0.081
Maternal Lab History: 1 HOUR-otherPregnancy:0.080
Newborn Diagnosis:9ccs200:Oth skin dx:-0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.077
Vital: Ht-avg7to10 | coef 0.007 95% CI: [0.005 , 0.010] | OR_adj 1.007 [1.005 1.010] | occ: 1332 | OR_unadj: 1.262 [0.963 1.654] | indivs AUC:0.600
Correlated most with:
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-postPregnancy:-0.071
Newborn Diagnosis:9ccs221:Resp distres:0.068
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.064
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.062
Newborn Diagnosis:9ccs253:Allergy:0.060
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.058
Diagnosis:9ccs256:Exam/eval:-0.058
Diagnosis:9ccs258:Other screen:-0.057
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.052
Maternal Lab History: HCG-postPregnancy:0.050
Vital: Ht Percentile-gain3to7 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 513 | OR_unadj: 0.862 [0.579 1.284] | indivs AUC:0.559
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.118
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.116
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.103
Newborn Diagnosis:9ccs219:Low birth wt:-0.094
Diagnosis:9ccs219:Low birth wt:-0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.074
Newborn Diagnosis:9ccs223:Birth trauma:0.074
Maternal Lab History: INHMOM-otherPregnancy:-0.072
Maternal Lab History: 2 HOUR-otherPregnancy:0.070
Newborn Diagnosis:9ccs215:gu cong anom:0.070
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-latest | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1060 | OR_unadj: 1.261 [0.951 1.673] | indivs AUC:0.507
Correlated most with:
Number of Visits:0.124
Diagnosis:9ccs126:Ot up rsp in:0.108
Maternal Lab History: INR-otherPregnancy:-0.086
Diagnosis:9ccs10:Immuniz/scrn:0.076
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.074
Diagnosis:9ccs92:Otitis media:0.074
Maternal Diagnosis:9ccs7:Viral infect:-0.071
Maternal Lab History: WBC-postPregnancy:0.069
Maternal Lab History: 3 HOUR-postPregnancy:-0.068
Maternal Lab History: URINE SUGAR-postPregnancy:0.068
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 1057 | OR_unadj: 1.248 [0.940 1.656] | indivs AUC:0.508
Correlated most with:
Maternal Lab History: LDH-otherPregnancy:-0.088
Maternal Lab History: HCG-postPregnancy:-0.087
Diagnosis:9ccs240:Burns:0.086
Maternal Diagnosis:9ccs184:Early labor:0.085
Maternal Procedure History:90658-postPregnancy:-0.082
Diagnosis:9ccs217:Ot cong anom:0.077
Maternal Lab History: PLATELET COUNT-postPregnancy:0.075
Maternal Diagnosis:9ccs191:Amnios dx:0.073
Diagnosis:9ccs161:Ot dx kidney:0.073
Diagnosis:9ccs63:Wht blood dx:0.071
Vital: Ht Percentile-avg3to5 | coef 0.007 95% CI: [0.004 , 0.010] | OR_adj 1.007 [1.004 1.010] | occ: 415 | OR_unadj: 0.745 [0.479 1.157] | indivs AUC:0.486
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:-0.137
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.132
Maternal Lab History: GFR in African American-otherPregnancy:-0.126
Maternal Lab History: GFR Calculation-otherPregnancy:-0.126
Maternal Lab History: PT-postPregnancy:-0.112
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:-0.111
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.105
Newborn Diagnosis:9ccs253:Allergy:0.094
Maternal Diagnosis:9ccs238:Complic proc:-0.088
Maternal Lab History: INR-postPregnancy:-0.087
Vital: HR-avg13to16 | coef 0.007 95% CI: [0.005 , 0.009] | OR_adj 1.007 [1.005 1.009] | occ: 363 | OR_unadj: 1.048 [0.669 1.642] | indivs AUC:0.537
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.219
Maternal Diagnosis:9ccs184:Early labor:-0.170
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.118
Newborn Diagnosis:9ccs221:Resp distres:-0.116
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Newborn Diagnosis:9ccs222:Perint jaund:-0.087
Maternal Diagnosis:9ccs259:Unclassified:-0.085
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.085
Newborn Diagnosis:9ccs200:Oth skin dx:-0.084
Diagnosis:9ccs219:Low birth wt:-0.083
Vital: Ht-latest | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 1614 | OR_unadj: 1.271 [0.956 1.688] | indivs AUC:0.598
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.252
Diagnosis:9ccs10:Immuniz/scrn:0.246
Diagnosis:9ccs92:Otitis media:0.214
Diagnosis:9ccs257:Ot aftercare:0.211
Number of Visits:0.162
Diagnosis:9ccs7:Viral infect:0.160
Diagnosis:9ccs125:Bronchitis:0.152
Diagnosis:9ccs135:Intest infct:0.150
Diagnosis:9ccs90:Eye infectn:0.137
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth:-0.111
Vital: Ht-postPregnancy | coef 0.007 95% CI: [0.005 , 0.008] | OR_adj 1.007 [1.005 1.008] | occ: 544 | OR_unadj: 0.933 [0.645 1.348] | indivs AUC:0.520
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.092
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.079
Maternal Lab History: PAPP-A-postPregnancy:-0.073
Maternal Procedure History:36416-postPregnancy:0.072
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.072
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:-0.068
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.068
Maternal Lab History: MONOCYTE-otherPregnancy:-0.066
Maternal Diagnosis:9ccs5:HIV infectn:-0.065
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.064
* Vital: HC-avg10to13 | coef 0.007 95% CI: [0.006 , 0.008] | OR_adj 1.007 [1.006 1.008] | occ: 1158 | OR_unadj: 1.481 [1.134 1.934] | indivs AUC:0.563
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.251
Maternal Diagnosis:9ccs184:Early labor:-0.199
Maternal Diagnosis:9ccs185:Long pregncy:0.130
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.109
Newborn Diagnosis:9ccs221:Resp distres:-0.104
Diagnosis:9ccs219:Low birth wt:-0.099
Newborn Diagnosis:9ccs222:Perint jaund:-0.097
Maternal Diagnosis:9ccs183:HTN in preg:-0.092
Newborn Diagnosis:9ccs256:Exam/eval:-0.091
Diagnosis:9ccs143:Abdom hernia:-0.083
Vital: HR-avg16to19 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 364 | OR_unadj: 0.933 [0.582 1.496] | indivs AUC:0.472
Correlated most with:
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.139
Maternal Procedure History:90658-postPregnancy:-0.085
Maternal Lab History: 3 HOUR-postPregnancy:0.085
Newborn Diagnosis:9ccs94:Other ear dx:-0.077
Newborn Diagnosis:9ccs221:Resp distres:0.075
Diagnosis:9ccs125:Bronchitis:0.073
Maternal Diagnosis:9ccs83:Epilepsy/cnv:-0.071
Maternal Lab History: 1 HOUR-postPregnancy:-0.070
Diagnosis:9ccs244:Other injury:0.068
Diagnosis:9ccs135:Intest infct:0.068
Vital: HC-gain13to19 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 1080 | OR_unadj: 0.985 [0.755 1.286] | indivs AUC:0.532
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.105
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.101
Maternal Lab History: INHMOM-otherPregnancy:-0.085
Maternal Lab History: 1 HOUR-otherPregnancy:0.080
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079
Maternal Lab History: 2 HOUR-otherPregnancy:0.077
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.077
Maternal Procedure History:90746-postPregnancy:-0.075
Maternal Diagnosis:9ccs182:Hemorr preg:-0.075
Maternal Lab History: APF MoM-otherPregnancy:-0.074
* Vital: HC-avg16to19 | coef 0.007 95% CI: [0.004 , 0.009] | OR_adj 1.007 [1.004 1.009] | occ: 930 | OR_unadj: 1.811 [1.365 2.403] | indivs AUC:0.582
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.110
Newborn Diagnosis:9ccs219:Low birth wt:-0.108
Maternal Diagnosis:9ccs259:Unclassified:-0.099
Maternal Diagnosis:9ccs184:Early labor:-0.094
Maternal Procedure History:86580-postPregnancy:-0.089
Newborn Diagnosis:9ccs200:Oth skin dx:-0.081
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.080
Maternal Lab History: HCG-otherPregnancy:-0.079
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.073
Maternal Lab History: HERPES II IgG-otherPregnancy:0.072
Vital: Ht Percentile-avg1to3 | coef 0.006 95% CI: [0.001 , 0.012] | OR_adj 1.006 [1.001 1.012] | occ: 375 | OR_unadj: 0.643 [0.396 1.043] | indivs AUC:0.496
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.348
Maternal Diagnosis:9ccs184:Early labor:-0.342
Diagnosis:9ccs219:Low birth wt:-0.204
Newborn Diagnosis:9ccs221:Resp distres:-0.162
Maternal Diagnosis:9ccs185:Long pregncy:0.159
Newborn Diagnosis:9ccs222:Perint jaund:-0.135
Maternal Diagnosis:9ccs183:HTN in preg:-0.127
Newborn Diagnosis:9ccs256:Exam/eval:-0.126
Diagnosis:9ccs143:Abdom hernia:-0.112
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.103
Census:Unemployment rate; Estimate; Population 20 to 64 years-latest | coef 0.006 95% CI: [0.005 , 0.008] | OR_adj 1.006 [1.005 1.008] | occ: 1058 | OR_unadj: 1.146 [0.865 1.519] | indivs AUC:0.530
Correlated most with:
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.081
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.075
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:-0.074
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:-0.073
Maternal Diagnosis:9ccs176:Contraceptiv-postPregnancy:-0.072
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.071
Lab:292495 LEAD LEVEL - Sunrise:-0.071
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.071
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.069
Maternal Procedure History:99401-postPregnancy:-0.068
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.531
Correlated most with:
Number of Visits:0.125
Diagnosis:9ccs126:Ot up rsp in:0.116
Maternal Diagnosis:9ccs184:Early labor:0.084
Diagnosis:9ccs92:Otitis media:0.082
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.076
Maternal Lab History: HERPES II IgG-otherPregnancy:0.070
Diagnosis:9ccs128:Asthma:0.069
Newborn Diagnosis:9ccs256:Exam/eval:0.068
Diagnosis:9ccs122:Pneumonia:0.068
Maternal Lab History: INR-otherPregnancy:-0.067
Vital: Ht-avg19to24 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 1340 | OR_unadj: 1.266 [0.970 1.652] | indivs AUC:0.603
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.103
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Maternal Procedure History:81025-postPregnancy:0.084
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.080
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.076
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.076
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.076
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.073
Maternal Diagnosis:9ccs5:HIV infectn:0.071
Maternal Procedure History:J1055-postPregnancy:-0.069
Vital: Ht Percentile-gain1to5 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.008] | occ: 465 | OR_unadj: 0.736 [0.477 1.135] | indivs AUC:0.452
Correlated most with:
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.093
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.088
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.080
Maternal Lab History: URINE KETONES-postPregnancy:0.074
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.072
Maternal Lab History: AST-postPregnancy:-0.070
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.065
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:-0.064
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.064
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.064
Vital: HR-avg3to5 | coef 0.006 95% CI: [0.004 , 0.008] | OR_adj 1.006 [1.004 1.008] | occ: 237 | OR_unadj: 0.904 [0.524 1.561] | indivs AUC:0.515
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.219
Newborn Diagnosis:9ccs219:Low birth wt:-0.212
Maternal Lab History: FREE T-4-otherPregnancy:-0.130
Diagnosis:9ccs219:Low birth wt:-0.111
Maternal Diagnosis:9ccs185:Long pregncy:0.101
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.099
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:-0.097
Newborn Diagnosis:9ccs256:Exam/eval:-0.090
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.085
Maternal Lab History: ALBUMIN-postPregnancy:0.082
Vital: Ht Percentile-avg13to16 | coef 0.006 95% CI: [0.005 , 0.007] | OR_adj 1.006 [1.005 1.007] | occ: 688 | OR_unadj: 1.313 [0.962 1.791] | indivs AUC:0.528
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.130
Newborn Diagnosis:9ccs219:Low birth wt:-0.118
Newborn Diagnosis:9ccs221:Resp distres:-0.085
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.082
Maternal Lab History: MONOCYTES-5P-postPregnancy:-0.082
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.078
Maternal Diagnosis:9ccs175:Ot femal gen-postPregnancy:-0.074
Maternal Diagnosis:9ccs106:Dysrhythmia:-0.073
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.072
Diagnosis:9ccs219:Low birth wt:-0.070
* Vital: Ht Percentile-avg19to24 | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 916 | OR_unadj: 1.365 [1.025 1.817] | indivs AUC:0.589
Correlated most with:
Maternal Procedure History:97140-postPregnancy:0.480
Maternal Lab History: BASE DEFICIT-postPregnancy:0.324
Maternal Lab History: BICARBONATE-postPregnancy:-0.297
Maternal Procedure History:97110-postPregnancy:0.292
Maternal Lab History: METHEMOGLOBIN-postPregnancy:-0.205
Maternal Lab History: PTT-postPregnancy:-0.184
Maternal Lab History: O2 SATURATION-postPregnancy:0.183
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:0.170
Maternal Lab History: URIC ACID-postPregnancy:0.169
Maternal Lab History: ABS NEUTROPHILS-postPregnancy:0.137
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest | coef 0.006 95% CI: [0.003 , 0.009] | OR_adj 1.006 [1.003 1.009] | occ: 1060 | OR_unadj: 1.433 [1.080 1.900] | indivs AUC:0.503
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):0.133
Newborn Diagnosis:9ccs221:Resp distres:0.095
Newborn Diagnosis:9ccs253:Allergy:0.085
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.082
Diagnosis:9ccs239:Superfic inj:-0.068
Diagnosis:9ccs215:gu cong anom:0.067
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.065
Diagnosis:9ccs197:Skin infectn:-0.065
Maternal Diagnosis:9ccs106:Dysrhythmia:0.056
Diagnosis:9ccs90:Eye infectn:0.046
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.119
Diagnosis:9ccs83:Epilepsy/cnv:-0.101
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.078
Diagnosis:9ccs90:Eye infectn:0.070
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.066
Maternal Lab History: URINE PROTEIN-otherPregnancy:-0.065
Diagnosis:9ccs94:Other ear dx:-0.063
Diagnosis:9ccs247:Lymph enlarg:0.062
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:0.059
Maternal Lab History: eGFR-postPregnancy:0.056
Vital: Ht Percentile-gain0to3 | coef 0.006 95% CI: [0.003 , 0.008] | OR_adj 1.006 [1.003 1.008] | occ: 390 | OR_unadj: 0.716 [0.445 1.152] | indivs AUC:0.465
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.195
Diagnosis:9ccs255:Social admin:-0.173
Diagnosis:9ccs7:Viral infect:-0.111
Diagnosis:9ccs126:Ot up rsp in:-0.105
Diagnosis:9ccs74:Ot mentl cnd:-0.095
Diagnosis:9ccs217:Ot cong anom:-0.094
Diagnosis:9ccs257:Ot aftercare:-0.090
Number of Visits:-0.085
Maternal Lab History: MONOCYTES-5P-postPregnancy:0.079
Diagnosis:9ccs197:Skin infectn:-0.074
* Vital: Ht Percentile-gain0to24 | coef 0.005 95% CI: [0.004 , 0.007] | OR_adj 1.005 [1.004 1.007] | occ: 899 | OR_unadj: 1.356 [1.016 1.808] | indivs AUC:0.598
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106
Diagnosis:9ccs48:Thyroid dsor:-0.085
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.080
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.077
Maternal Procedure History:90746-postPregnancy:-0.073
Diagnosis:9ccs208:Acq foot def:0.072
Diagnosis:9ccs205:Back problem:-0.071
Maternal Diagnosis:9ccs195:Ot compl bir-otherPregnancy:0.069
Maternal Diagnosis:9ccs182:Hemorr preg:-0.068
Vital: HR-avg1to3 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 273 | OR_unadj: 0.877 [0.537 1.434] | indivs AUC:0.535
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.362
Maternal Diagnosis:9ccs184:Early labor:-0.355
Diagnosis:9ccs219:Low birth wt:-0.222
Maternal Diagnosis:9ccs185:Long pregncy:0.217
Newborn Diagnosis:9ccs221:Resp distres:-0.150
Newborn Diagnosis:9ccs256:Exam/eval:-0.139
Newborn Diagnosis:9ccs224:Ot perint dx:0.130
Maternal Diagnosis:9ccs183:HTN in preg:-0.125
Newborn Diagnosis:9ccs253:Allergy:-0.111
Newborn Diagnosis:9ccs222:Perint jaund:-0.107
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1046 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.115
Maternal Lab History: URIC ACID-otherPregnancy:0.096
Maternal Lab History: 3 HOUR-postPregnancy:-0.086
Maternal Lab History: MPV-otherPregnancy:0.080
Maternal Lab History: NEUTROPHIL-postPregnancy:0.070
Maternal Diagnosis:9ccs7:Viral infect:0.070
Maternal Lab History: 1 HOUR-otherPregnancy:0.069
Newborn Diagnosis:9ccs222:Perint jaund:0.067
Maternal Diagnosis:9ccs91:Other eye dx:0.067
Diagnosis:9ccs91:Other eye dx:0.063
Vital: HR-avg10to13 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 403 | OR_unadj: 1.043 [0.671 1.621] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.102
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.086
Maternal Diagnosis:9ccs155:Other GI dx-otherPregnancy:-0.083
Maternal Lab History: Immunoglobulin E-postPregnancy:0.077
Maternal Procedure History:97014-postPregnancy:0.077
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.076
Maternal Lab History: CHOLESTEROL-postPregnancy:-0.075
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.073
Maternal Lab History: AST-otherPregnancy:0.070
Maternal Diagnosis:9ccs140:Gastritis-postPregnancy:0.069
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1056 | OR_unadj: 1.154 [0.867 1.537] | indivs AUC:0.503
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.106
Diagnosis:9ccs48:Thyroid dsor:-0.101
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.092
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.076
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.074
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.071
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.071
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.070
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.067
Maternal Diagnosis:9ccs182:Hemorr preg:-0.067
Census:Percent households receiving food stamps/SNAP; Estimate; Households-latest | coef 0.005 95% CI: [0.003 , 0.008] | OR_adj 1.005 [1.003 1.008] | occ: 1059 | OR_unadj: 1.147 [0.861 1.527] | indivs AUC:0.501
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.101
Maternal Lab History: MPV-otherPregnancy:0.096
Maternal Procedure History:99211-otherPregnancy:0.092
Maternal Procedure History:96372-otherPregnancy:-0.088
Maternal Lab History: FASTING-postPregnancy:-0.076
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.073
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.072
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:-0.070
Diagnosis:9ccs242:Poisn ot med:0.066
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.065
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 1055 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.484
Correlated most with:
Number of Visits:-0.161
Diagnosis:9ccs92:Otitis media:-0.142
Diagnosis:9ccs126:Ot up rsp in:-0.126
Maternal Procedure History:97014-postPregnancy:-0.105
Diagnosis:9ccs133:Oth low resp:-0.099
Maternal Lab History: PH-otherPregnancy:-0.088
Diagnosis:9ccs125:Bronchitis:-0.085
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.084
Maternal Procedure History:96372-otherPregnancy:0.081
Maternal Lab History: ABSOLUTE NEUTROPHIL-postPregnancy:0.081
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1055 | OR_unadj: 1.275 [0.954 1.704] | indivs AUC:0.587
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:0.101
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.100
Number of Visits:0.090
Maternal Procedure History:90472-postPregnancy:0.078
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.072
Diagnosis:9ccs239:Superfic inj:0.070
Diagnosis:9ccs135:Intest infct:0.068
Diagnosis:9ccs154:Gastroent:-0.068
Diagnosis:9ccs217:Ot cong anom:0.065
Diagnosis:9ccs159:UTI:0.065
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1053 | OR_unadj: 1.251 [0.935 1.674] | indivs AUC:0.586
Correlated most with:
Maternal Lab History: FASTING-otherPregnancy:0.101
Diagnosis:9ccs128:Asthma:0.088
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:-0.084
Newborn Diagnosis:9ccs219:Low birth wt:-0.084
Diagnosis:9ccs200:Oth skin dx:0.083
Maternal Lab History: 1 HOUR-otherPregnancy:0.082
Maternal Lab History: 1 HOUR-postPregnancy:0.080
Diagnosis:9ccs64:Ot hematl dx:0.074
Maternal Diagnosis:9ccs168:PID:-0.069
Number of Visits:0.068
* Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 1043 | OR_unadj: 1.400 [1.051 1.866] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs2:Septicemia:-0.124
Maternal Diagnosis:9ccs62:Coag/hemr dx:-0.124
Diagnosis:9ccs159:UTI:0.085
Diagnosis:9ccs58:Ot nutrit dx:0.083
Diagnosis:9ccs224:Ot perint dx:-0.082
Diagnosis:9ccs83:Epilepsy/cnv:-0.074
Diagnosis:9ccs208:Acq foot def:0.068
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-birth:0.068
Census:Percent; Estimate; Population 18 to 24 years - High school graduate (includes equivalency)-latest:0.068
Census:Percent; Estimate; Population 18 to 24 years - Some college or associate's degree-birth:-0.058
Vital: Ht Percentile-avg16to19 | coef 0.005 95% CI: [0.004 , 0.006] | OR_adj 1.005 [1.004 1.006] | occ: 749 | OR_unadj: 1.248 [0.920 1.693] | indivs AUC:0.555
Correlated most with:
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.099
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.095
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.083
Maternal Procedure History:90772-postPregnancy:0.071
Maternal Procedure History:90471-otherPregnancy:0.069
Diagnosis:9ccs124:Tonsillitis:-0.068
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.067
Maternal Procedure History:86580-postPregnancy:-0.066
Diagnosis:9ccs47:Ot bnign neo:0.065
Maternal Lab History: APF MoM-otherPregnancy:-0.065
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest | coef 0.005 95% CI: [0.002 , 0.007] | OR_adj 1.005 [1.002 1.007] | occ: 1058 | OR_unadj: 1.063 [0.788 1.433] | indivs AUC:0.485
Correlated most with:
Number of Visits:0.115
Diagnosis:9ccs126:Ot up rsp in:0.103
Maternal Lab History: HERPES II IgG-otherPregnancy:-0.095
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.085
Diagnosis:9ccs135:Intest infct:0.079
Diagnosis:9ccs154:Gastroent:-0.070
Maternal Procedure History:90472-postPregnancy:0.069
Diagnosis:9ccs239:Superfic inj:0.068
Diagnosis:9ccs257:Ot aftercare:0.067
Diagnosis:9ccs159:UTI:0.067
Vital: HR-avg5to7 | coef 0.005 95% CI: [0.002 , 0.008] | OR_adj 1.005 [1.002 1.008] | occ: 274 | OR_unadj: 0.881 [0.526 1.476] | indivs AUC:0.472
Correlated most with:
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.141
Diagnosis:9ccs117:Ot circul dx:-0.117
Maternal Lab History: INHMOM-postPregnancy:0.114
Newborn Diagnosis:9ccs219:Low birth wt:-0.111
Maternal Procedure History:86580-postPregnancy:-0.110
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.110
Maternal Diagnosis:9ccs184:Early labor:-0.110
Maternal Lab History: INHMOM-otherPregnancy:-0.107
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.097
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.088
* Vital: HC-avg19to24 | coef 0.005 95% CI: [0.003 , 0.007] | OR_adj 1.005 [1.003 1.007] | occ: 917 | OR_unadj: 1.767 [1.333 2.341] | indivs AUC:0.549
Correlated most with:
Maternal Lab History: ANION GAP-otherPregnancy:-0.067
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.066
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.060
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.060
Diagnosis:9ccs222:Perint jaund:-0.059
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.057
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.055
Diagnosis:9ccs217:Ot cong anom:-0.055
Maternal Procedure History:90472-postPregnancy:0.054
Maternal Procedure History:J1055-postPregnancy:-0.054
Vital: Ht Percentile-avg0to1 | coef 0.004 95% CI: [0.003 , 0.006] | OR_adj 1.004 [1.003 1.006] | occ: 307 | OR_unadj: 0.763 [0.457 1.274] | indivs AUC:0.518
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:0.196
Maternal Diagnosis:9ccs49:DiabMel no c:0.121
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.108
Maternal Diagnosis:9ccs95:Oth nerv dx-postPregnancy:-0.106
Maternal Lab History: RUBELLA-postPregnancy:-0.103
Diagnosis:9ccs214:GI cong anom:0.093
Diagnosis:9ccs4:Mycoses:0.087
Maternal Diagnosis:9ccs188:Pelvic obstr:-0.082
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.074
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:0.070
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 997 | OR_unadj: 1.196 [0.884 1.617] | indivs AUC:0.504
Correlated most with:
Number of Visits:0.126
Diagnosis:9ccs126:Ot up rsp in:0.121
Diagnosis:9ccs7:Viral infect:0.096
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.086
Diagnosis:9ccs239:Superfic inj:0.084
Maternal Procedure History:90472-postPregnancy:0.080
Diagnosis:9ccs154:Gastroent:-0.075
Diagnosis:9ccs135:Intest infct:0.074
Maternal Lab History: REFERRING PHYSICIAL NPI-otherPregnancy:0.069
Diagnosis:9ccs159:UTI:0.068
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1057 | OR_unadj: 1.125 [0.846 1.496] | indivs AUC:0.540
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.098
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 1 HOUR-otherPregnancy:0.092
Maternal Lab History: 2 HOUR-postPregnancy:0.090
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.082
Maternal Diagnosis:9ccs182:Hemorr preg:-0.080
Maternal Lab History: 1 HOUR-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.075
Maternal Lab History: 2 HOUR-otherPregnancy:0.071
Lab:297262 HEMOGLOBIN (HEMOCUE):0.066
Census:Percent; Estimate; Population 25 years and over - High school graduate (includes equivalency)-latest | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1060 | OR_unadj: 1.146 [0.862 1.522] | indivs AUC:0.541
Correlated most with:
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.145
Maternal Procedure History:97014-postPregnancy:0.127
Maternal Lab History: AFP-otherPregnancy:0.112
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.103
Maternal Lab History: PT-postPregnancy:-0.093
Maternal Diagnosis:9ccs128:Asthma-postPregnancy:-0.093
Newborn Diagnosis:9ccs0:No DX:-0.088
Maternal Procedure History:97110-postPregnancy:0.087
Maternal Lab History: AMYLASE-postPregnancy:0.086
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.085
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-latest | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 1013 | OR_unadj: 0.877 [0.644 1.195] | indivs AUC:0.501
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.095
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.086
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.084
Maternal Lab History: FIBRINOGEN-postPregnancy:0.081
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.076
Maternal Procedure History:86580-postPregnancy:-0.072
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.071
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.071
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.071
Maternal Diagnosis:9ccs98:HTN:-0.069
Vital: BP-otherPregnancy | coef 0.004 95% CI: [0.002 , 0.006] | OR_adj 1.004 [1.002 1.006] | occ: 314 | OR_unadj: 1.341 [0.868 2.070] | indivs AUC:0.571
Correlated most with:
Maternal Procedure History:97014-postPregnancy:-0.083
Maternal Lab History: 3 HOUR-postPregnancy:-0.081
Diagnosis:9ccs125:Bronchitis:-0.077
Maternal Lab History: NEUTROPHIL-postPregnancy:0.074
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.073
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:-0.071
Maternal Lab History: ESTRIOL-otherPregnancy:-0.069
Lab:295669 BILIRUBIN DIRECT - LMC:-0.069
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.067
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.067
Census:Percent; Estimate; Population 18 to 24 years - Less than high school graduate-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 1010 | OR_unadj: 0.881 [0.647 1.199] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:-0.098
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.083
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.081
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.079
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Diagnosis:9ccs182:Hemorr preg:-0.069
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.069
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.068
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.065
Census:Percent; Estimate; Population 18 to 24 years - Bachelor's degree or higher-birth | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 994 | OR_unadj: 1.205 [0.891 1.630] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs133:Oth low resp:-0.092
Maternal Lab History: INHMOM-postPregnancy:0.085
Maternal Lab History: COLONY COUNT-otherPregnancy:-0.074
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.071
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:-0.069
Diagnosis:9ccs154:Gastroent:-0.068
Diagnosis:9ccs92:Otitis media:0.066
Diagnosis:9ccs10:Immuniz/scrn:-0.065
Diagnosis:9ccs238:Complic proc:0.065
Maternal Lab History: ESTRIOL-postPregnancy:0.063
* Vital: HC-gain0to24 | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 903 | OR_unadj: 1.731 [1.303 2.298] | indivs AUC:0.560
Correlated most with:
Maternal Diagnosis:9ccs185:Long pregncy:0.092
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.081
Maternal Lab History: 2 HOUR-postPregnancy:0.070
Diagnosis:9ccs48:Thyroid dsor:-0.070
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.066
Maternal Diagnosis:9ccs182:Hemorr preg:-0.064
Diagnosis:9ccs128:Asthma:0.064
Lab:297262 HEMOGLOBIN (HEMOCUE):0.064
Vital: Ht Percentile-avg5to7 | coef 0.004 95% CI: [0.003 , 0.005] | OR_adj 1.004 [1.003 1.005] | occ: 465 | OR_unadj: 1.007 [0.684 1.483] | indivs AUC:0.572
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.278
Maternal Diagnosis:9ccs184:Early labor:-0.237
Diagnosis:9ccs219:Low birth wt:-0.169
Maternal Diagnosis:9ccs185:Long pregncy:0.151
Newborn Diagnosis:9ccs256:Exam/eval:-0.136
Newborn Diagnosis:9ccs221:Resp distres:-0.113
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.099
Maternal Procedure History:86580-postPregnancy:-0.098
Maternal Lab History: TSH THIRD GENERATION-postPregnancy:0.095
Diagnosis:9ccs143:Abdom hernia:-0.090
Vital: Temp-postPregnancy | coef 0.004 95% CI: [0.002 , 0.005] | OR_adj 1.004 [1.002 1.005] | occ: 268 | OR_unadj: 1.249 [0.793 1.967] | indivs AUC:0.548
Correlated most with:
Maternal Diagnosis:9ccs133:Oth low resp-postPregnancy:-0.070
Diagnosis:9ccs10:Immuniz/scrn:-0.067
Maternal Diagnosis:9ccs69:Affective dx:-0.064
Maternal Procedure History:86580-postPregnancy:-0.062
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.061
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-birth:-0.061
Census:Estimate; Median household income in the past 12 months (in 2015 Inflation-adjusted dollars)-latest:-0.061
Maternal Procedure History:36416-postPregnancy:-0.059
Maternal Diagnosis:9ccs168:PID-postPregnancy:-0.059
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.058
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1059 | OR_unadj: 1.001 [0.752 1.332] | indivs AUC:0.522
Correlated most with:
Maternal Lab History: NEUTROPHIL-postPregnancy:0.146
Maternal Lab History: 3 HOUR-postPregnancy:-0.129
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.108
Maternal Diagnosis:9ccs253:Allergy-postPregnancy:0.086
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:-0.075
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.074
Maternal Lab History: INR-postPregnancy:-0.074
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.072
Maternal Lab History: 1 HOUR-postPregnancy:-0.071
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.070
Vital: HR-otherPregnancy | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 291 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.527
Correlated most with:
Maternal Diagnosis:9ccs212:Ot bone dx-postPregnancy:-0.069
Maternal Lab History: FREE T-4-otherPregnancy:-0.066
Maternal Lab History: BLOOD UREA NITROGEN-otherPregnancy:-0.065
Maternal Procedure History:86580-postPregnancy:0.063
Diagnosis:9ccs96:Hrt valve dx:-0.063
Diagnosis:9ccs92:Otitis media:0.061
Newborn Diagnosis:9ccs215:gu cong anom:-0.061
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.059
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:-0.059
Maternal Procedure History:97014-postPregnancy:-0.058
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1060 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.482
Correlated most with:
Maternal Procedure History:90472-postPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.113
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.102
Newborn Diagnosis:9ccs221:Resp distres:-0.094
Newborn Diagnosis:9ccs253:Allergy:-0.084
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.080
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:-0.074
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.070
Maternal Lab History: TP PERIOD-postPregnancy:0.070
Census:Percent; Estimate; Population 25 years and over - Associate's degree-latest:0.069
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth | coef 0.003 95% CI: [0.003 , 0.004] | OR_adj 1.003 [1.003 1.004] | occ: 1057 | OR_unadj: 0.956 [0.714 1.280] | indivs AUC:0.480
Correlated most with:
Maternal Diagnosis:9ccs52:Nutrit defic-postPregnancy:0.078
Maternal Lab History: PLATELET COUNT-postPregnancy:0.073
Diagnosis:9ccs213:Cardiac anom:-0.072
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.068
Maternal Procedure History:90658-postPregnancy:-0.064
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.064
Maternal Lab History: INHMOM-postPregnancy:-0.063
Maternal Lab History: COLONY COUNT-postPregnancy:0.063
Diagnosis:9ccs10:Immuniz/scrn:0.060
Diagnosis:10ccs58:Ot nutrit dx:-0.060
Census:Percent; Estimate; Population 25 years and over - Less than 9th grade-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1056 | OR_unadj: 0.986 [0.740 1.313] | indivs AUC:0.523
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.090
Maternal Diagnosis:9ccs163:Other GU dx:-0.084
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:-0.081
Maternal Procedure History:J1055-postPregnancy:-0.078
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Diagnosis:9ccs48:Thyroid dsor:-0.073
Diagnosis:9ccs234:Crush injury:0.072
Maternal Lab History: PH-otherPregnancy:0.071
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.070
Diagnosis:9ccs92:Otitis media:0.068
* Diagnosis:9ccs200:Oth skin dx | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 461 | OR_unadj: 0.717 [0.522 0.985] | indivs AUC:0.403
Correlated most with:
Diagnosis:9ccs200:Oth skin dx:1.000
Diagnosis:9ccs253:Allergy:0.201
Number of Visits:0.184
Diagnosis:9ccs155:Other GI dx:0.168
Diagnosis:9ccs7:Viral infect:0.158
Diagnosis:9ccs256:Exam/eval:0.140
Diagnosis:9ccs239:Superfic inj:0.138
Diagnosis:9ccs126:Ot up rsp in:0.119
Diagnosis:9ccs255:Social admin:0.113
Diagnosis:9ccs10:Immuniz/scrn:0.106
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-latest | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1059 | OR_unadj: 1.048 [0.775 1.417] | indivs AUC:0.443
Correlated most with:
Number of Visits:0.145
Diagnosis:9ccs126:Ot up rsp in:0.121
Diagnosis:9ccs92:Otitis media:0.100
Maternal Diagnosis:9ccs160:Urin stone-postPregnancy:0.096
Diagnosis:9ccs10:Immuniz/scrn:0.083
Diagnosis:9ccs137:Mouth dx:0.071
Maternal Lab History: URINE SUGAR-postPregnancy:0.068
Maternal Lab History: HERPES II IgG-otherPregnancy:0.066
Diagnosis:9ccs128:Asthma:0.066
Diagnosis:9ccs122:Pneumonia:0.064
Vital: Ht-otherPregnancy | coef 0.003 95% CI: [0.001 , 0.005] | OR_adj 1.003 [1.001 1.005] | occ: 309 | OR_unadj: 1.065 [0.679 1.670] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:0.133
Diagnosis:9ccs242:Poisn ot med:0.133
Maternal Procedure History:86703-postPregnancy:0.114
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.100
Diagnosis:9ccs251:Abdomnl pain:0.098
Diagnosis:9ccs167:Breast dx:0.094
Diagnosis:9ccs238:Complic proc:-0.090
Maternal Lab History: MAGNESIUM-postPregnancy:0.089
Maternal Lab History: PTT-postPregnancy:-0.087
Diagnosis:9ccs153:GI hemorrhag:0.086
Vital: HR-avg0to1 | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 209 | OR_unadj: 0.618 [0.317 1.205] | indivs AUC:0.465
Correlated most with:
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.094
Diagnosis:9ccs48:Thyroid dsor:-0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.077
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.076
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.074
Diagnosis:9ccs259:Unclassified:-0.073
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.071
Maternal Lab History: 1 HOUR-otherPregnancy:0.067
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.066
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.065
Census:Percent; Estimate; Population 25 years and over - Graduate or professional degree-birth | coef 0.003 95% CI: [0.002 , 0.004] | OR_adj 1.003 [1.002 1.004] | occ: 1056 | OR_unadj: 1.052 [0.778 1.422] | indivs AUC:0.442
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.098
Maternal Lab History: 2 HOUR-postPregnancy:0.092
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.086
Diagnosis:9ccs259:Unclassified:-0.086
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.083
Diagnosis:9ccs48:Thyroid dsor:-0.079
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.077
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.077
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.077
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.074
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1060 | OR_unadj: 0.950 [0.691 1.307] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.088
Maternal Lab History: PAPP-A-otherPregnancy:-0.081
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.080
Maternal Lab History: BASOPHIL-postPregnancy:0.080
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:-0.076
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:-0.075
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.075
Diagnosis:9ccs127:COPD:0.074
Maternal Lab History: HERPES II IgG-otherPregnancy:0.072
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.071
Census:Percent; Estimate; Percent high school graduate or higher-latest | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1060 | OR_unadj: 1.130 [0.854 1.496] | indivs AUC:0.484
Correlated most with:
Maternal Procedure History:97014-postPregnancy:-0.193
Maternal Lab History: BETA-HCG QUANT-postPregnancy:-0.156
Maternal Procedure History:97110-postPregnancy:-0.133
Maternal Diagnosis:9ccs60:Acut p-h anm:-0.128
Newborn Diagnosis:9ccs95:Oth nerv dx:0.127
Maternal Diagnosis:9ccs172:Ovarian cyst:0.127
Maternal Lab History: AFP-otherPregnancy:-0.109
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:-0.101
Diagnosis:9ccs216:Nerv cong an:0.100
Maternal Lab History: GLUCOSE-postPregnancy:-0.099
Census:Percent; Estimate; Population 25 years and over - 9th to 12th grade, no diploma-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1057 | OR_unadj: 0.957 [0.702 1.304] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.113
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.101
Maternal Lab History: FERRITIN-postPregnancy:-0.078
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.078
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.073
Maternal Lab History: HERPES II IgG-postPregnancy:-0.072
Maternal Diagnosis:9ccs69:Affective dx:0.069
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.066
Diagnosis:9ccs215:gu cong anom:0.066
Maternal Lab History: FASTING-postPregnancy:0.066
Census:Percent; Estimate; Percent high school graduate or higher-birth | coef 0.003 95% CI: [0.002 , 0.003] | OR_adj 1.003 [1.002 1.003] | occ: 1057 | OR_unadj: 1.134 [0.857 1.501] | indivs AUC:0.482
Correlated most with:
Number of Visits:0.110
Maternal Lab History: INR-otherPregnancy:-0.090
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.074
Diagnosis:9ccs126:Ot up rsp in:0.073
Maternal Diagnosis:9ccs7:Viral infect:-0.072
Diagnosis:9ccs137:Mouth dx:0.072
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.069
Maternal Lab History: GLUCOSE-otherPregnancy:0.068
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.065
Maternal Lab History: HERPES II IgG-otherPregnancy:0.064
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-latest | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1060 | OR_unadj: 1.111 [0.830 1.488] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs125:Bronchitis:0.091
Diagnosis:9ccs154:Gastroent:-0.089
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:-0.082
Newborn Diagnosis:9ccs222:Perint jaund:0.077
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:-0.076
Diagnosis:9ccs163:Other GU dx:0.076
Diagnosis:9ccs126:Ot up rsp in:0.075
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.073
Maternal Lab History: APF MoM-otherPregnancy:-0.071
Number of Visits:0.071
Census:Percent; Estimate; Population 25 years and over - Bachelor's degree-birth | coef 0.002 95% CI: [0.002 , 0.003] | OR_adj 1.002 [1.002 1.003] | occ: 1057 | OR_unadj: 1.115 [0.833 1.493] | indivs AUC:0.492
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.091
Maternal Lab History: RBC-otherPregnancy:0.088
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.086
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.084
Maternal Lab History: 1 HOUR-postPregnancy:0.079
Maternal Procedure History:96372-otherPregnancy:-0.079
Diagnosis:9ccs128:Asthma:0.079
Diagnosis:9ccs89:Blindness:0.079
Maternal Diagnosis:9ccs184:Early labor:-0.075
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073
Census:Percent; Estimate; Percent bachelor's degree or higher-latest | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 1059 | OR_unadj: 1.050 [0.773 1.426] | indivs AUC:0.472
Correlated most with:
Maternal Lab History: PT-postPregnancy:0.129
Maternal Lab History: AMYLASE-postPregnancy:-0.120
Newborn Diagnosis:9ccs0:No DX:0.119
Newborn Diagnosis:9ccs95:Oth nerv dx:0.116
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.111
Maternal Lab History: INR-postPregnancy:0.104
Diagnosis:9ccs238:Complic proc:0.102
Diagnosis:9ccs216:Nerv cong an:0.092
Diagnosis:9ccs250:Nausea/vomit:0.085
Maternal Diagnosis:9ccs250:Nausea/vomit-postPregnancy:0.080
Newborn Diagnosis:9ccs224:Ot perint dx | coef 0.002 95% CI: [0.001 , 0.003] | OR_adj 1.002 [1.001 1.003] | occ: 491 | OR_unadj: 0.892 [0.662 1.202] | indivs AUC:0.516
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:-0.069
Maternal Diagnosis:9ccs238:Complic proc:-0.067
Diagnosis:9ccs251:Abdomnl pain:0.066
Maternal Procedure History:97140-postPregnancy:-0.065
Maternal Lab History: URINE CULTURE-postPregnancy:-0.065
Maternal Procedure History:36416-postPregnancy:-0.062
Maternal Lab History: GLUCOSE POCT-postPregnancy:-0.059
Maternal Procedure History:87880-postPregnancy:0.058
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.057
Maternal Procedure History:86580-postPregnancy:-0.055
Census:Percent; Estimate; Percent bachelor's degree or higher-birth | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 1056 | OR_unadj: 1.054 [0.776 1.431] | indivs AUC:0.470
Correlated most with:
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.104
Maternal Diagnosis:9ccs159:UTI-postPregnancy:-0.083
Maternal Diagnosis:9ccs200:Oth skin dx-postPregnancy:-0.083
Maternal Lab History: GLUCOSE CHALLENGE-postPregnancy:-0.073
Diagnosis:9ccs96:Hrt valve dx:-0.068
Diagnosis:9ccs59:Anemia:0.066
Maternal Diagnosis:9ccs59:Anemia:-0.061
Maternal Diagnosis:9ccs195:Ot compl bir-postPregnancy:-0.058
Maternal Diagnosis:9ccs186:DM in preg:-0.055
Census:Percent households receiving food stamps/SNAP; Estimate; Households-birth:0.048
Diagnosis:9ccs126:Ot up rsp in | coef 0.002 95% CI: [0.000 , 0.003] | OR_adj 1.002 [1.000 1.003] | occ: 1234 | OR_unadj: 1.180 [0.868 1.604] | indivs AUC:0.485
Correlated most with:
Diagnosis:9ccs126:Ot up rsp in:1.000
Diagnosis:9ccs255:Social admin:0.355
Diagnosis:9ccs92:Otitis media:0.337
Diagnosis:9ccs10:Immuniz/scrn:0.312
Number of Visits:0.312
Diagnosis:9ccs7:Viral infect:0.236
Diagnosis:9ccs257:Ot aftercare:0.228
Diagnosis:9ccs90:Eye infectn:0.191
Diagnosis:9ccs135:Intest infct:0.190
Diagnosis:9ccs133:Oth low resp:0.167
Lab:295669 BILIRUBIN DIRECT - LMC | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 116 | OR_unadj: 1.341 [0.705 2.553] | indivs AUC:0.520
Correlated most with:
Lab:295669 BILIRUBIN DIRECT - LMC:1.000
Lab:294203 BILIRUBIN TOTAL - LMC:0.191
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.115
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.112
Maternal Lab History: URINE CULTURE-postPregnancy:0.102
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.097
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.096
Maternal Lab History: URINE CULTURE-otherPregnancy:0.094
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.093
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.088
* Newborn Diagnosis:9ccs256:Exam/eval | coef 0.002 95% CI: [0.001 , 0.002] | OR_adj 1.002 [1.001 1.002] | occ: 105 | OR_unadj: 1.637 [1.010 2.653] | indivs AUC:0.490
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:-0.090
Maternal Procedure History:86580-postPregnancy:-0.077
Maternal Procedure History:36416-postPregnancy:-0.066
Maternal Diagnosis:9ccs184:Early labor:-0.061
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.061
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.061
Diagnosis:9ccs10:Immuniz/scrn:-0.060
Maternal Diagnosis:9ccs189:Prev c-sectn:-0.058
Maternal Lab History: LDL-otherPregnancy:0.058
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.057
Vital: Temp-otherPregnancy | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 122 | OR_unadj: 1.356 [0.745 2.467] | indivs AUC:0.480
Correlated most with:
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:-0.090
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.078
Maternal Lab History: WEIGHT-otherPregnancy:0.076
Maternal Diagnosis:9ccs46:Bnign ut neo:-0.075
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.071
Maternal Lab History: FREE T-4-otherPregnancy:-0.068
Diagnosis:9ccs92:Otitis media:0.067
Maternal Procedure History:86580-postPregnancy:0.062
Maternal Diagnosis:9ccs69:Affective dx:0.061
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.061
Newborn Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [-0.001 , 0.003] | OR_adj 1.001 [0.999 1.003] | occ: 74 | OR_unadj: 1.095 [0.581 2.061] | indivs AUC:0.517
Correlated most with:
Maternal Diagnosis:9ccs7:Viral infect:-0.085
Maternal Lab History: GFR in African American-postPregnancy:0.081
Maternal Lab History: GFR Calculation-postPregnancy:0.081
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.080
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.076
Maternal Lab History: MONOCYTE-postPregnancy:-0.076
Maternal Diagnosis:9ccs59:Anemia:0.074
Newborn Diagnosis:9ccs94:Other ear dx:-0.072
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.070
Diagnosis:9ccs217:Ot cong anom:-0.070
Diagnosis:9ccs198:Ot infl skin | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 195 | OR_unadj: 0.769 [0.490 1.205] | indivs AUC:0.482
Correlated most with:
Diagnosis:9ccs198:Ot infl skin:1.000
Diagnosis:9ccs253:Allergy:0.131
Diagnosis:9ccs200:Oth skin dx:0.104
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.090
Diagnosis:9ccs94:Other ear dx:0.084
Diagnosis:9ccs133:Oth low resp:0.084
Diagnosis:9ccs211:Ot conn tiss:0.081
Diagnosis:9ccs61:Sickle cell:0.075
Diagnosis:9ccs257:Ot aftercare:0.075
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.075
Diagnosis:9ccs0:No DX | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 84 | OR_unadj: 0.664 [0.328 1.344] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccs0:No DX:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.104
Maternal Lab History: HERPES II IgG-postPregnancy:0.102
Maternal Lab History: FERRITIN-postPregnancy:0.085
Maternal Lab History: UIBC-postPregnancy:-0.082
Maternal Lab History: POTASSIUM-postPregnancy:0.081
Maternal Lab History: BETA-HCG QUANT-postPregnancy:0.077
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.077
Maternal Procedure History:90471-otherPregnancy:0.073
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.072
Diagnosis:9ccs7:Viral infect | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 718 | OR_unadj: 0.855 [0.651 1.122] | indivs AUC:0.461
Correlated most with:
Diagnosis:9ccs7:Viral infect:1.000
Number of Visits:0.306
Diagnosis:9ccs126:Ot up rsp in:0.236
Diagnosis:9ccs10:Immuniz/scrn:0.207
Diagnosis:9ccs90:Eye infectn:0.205
Diagnosis:9ccs255:Social admin:0.187
Diagnosis:9ccs133:Oth low resp:0.182
Diagnosis:9ccs92:Otitis media:0.174
Diagnosis:9ccs257:Ot aftercare:0.169
Diagnosis:9ccs125:Bronchitis:0.159
Diagnosis:9ccs90:Eye infectn | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 400 | OR_unadj: 1.181 [0.871 1.601] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccs90:Eye infectn:1.000
Diagnosis:9ccs92:Otitis media:0.231
Diagnosis:9ccs7:Viral infect:0.205
Diagnosis:9ccs126:Ot up rsp in:0.191
Number of Visits:0.174
Diagnosis:9ccs10:Immuniz/scrn:0.143
Diagnosis:9ccs125:Bronchitis:0.129
Diagnosis:9ccs255:Social admin:0.125
Diagnosis:9ccs133:Oth low resp:0.117
Diagnosis:9ccs135:Intest infct:0.112
Diagnosis:9ccs255:Social admin | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1616 | OR_unadj: 0.664 [0.382 1.152] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccs255:Social admin:1.000
Diagnosis:9ccs10:Immuniz/scrn:0.458
Diagnosis:9ccs126:Ot up rsp in:0.355
Number of Visits:0.240
Diagnosis:9ccs253:Allergy:0.212
Diagnosis:9ccs92:Otitis media:0.192
Diagnosis:9ccs257:Ot aftercare:0.190
Diagnosis:9ccs7:Viral infect:0.187
Diagnosis:9ccs90:Eye infectn:0.125
Diagnosis:9ccs125:Bronchitis:0.124
Diagnosis:9ccs134:Ot uppr resp | coef 0.001 95% CI: [0.001 , 0.002] | OR_adj 1.001 [1.001 1.002] | occ: 127 | OR_unadj: 1.126 [0.691 1.835] | indivs AUC:0.487
Correlated most with:
Diagnosis:9ccs134:Ot uppr resp:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.150
Number of Visits:0.143
Diagnosis:9ccs133:Oth low resp:0.134
Diagnosis:9ccs126:Ot up rsp in:0.114
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.096
Diagnosis:9ccs90:Eye infectn:0.095
Diagnosis:9ccs123:Influenza:0.093
Maternal Lab History: ABSOLUTE MONO-postPregnancy:0.089
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:-0.087
Diagnosis:9ccs135:Intest infct | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 394 | OR_unadj: 1.151 [0.847 1.565] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs135:Intest infct:1.000
Number of Visits:0.206
Diagnosis:9ccs126:Ot up rsp in:0.190
Diagnosis:9ccs92:Otitis media:0.183
Diagnosis:9ccs7:Viral infect:0.156
Diagnosis:9ccs10:Immuniz/scrn:0.147
Diagnosis:9ccs125:Bronchitis:0.131
Diagnosis:9ccs253:Allergy:0.129
Diagnosis:9ccs255:Social admin:0.124
Diagnosis:9ccs257:Ot aftercare:0.120
Diagnosis:9ccs133:Oth low resp | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 189 | OR_unadj: 0.638 [0.393 1.036] | indivs AUC:0.456
Correlated most with:
Diagnosis:9ccs133:Oth low resp:1.000
Diagnosis:9ccs128:Asthma:0.220
Number of Visits:0.220
Diagnosis:9ccs7:Viral infect:0.182
Diagnosis:9ccs126:Ot up rsp in:0.167
Diagnosis:9ccs127:COPD:0.166
Diagnosis:9ccs122:Pneumonia:0.161
Diagnosis:9ccs125:Bronchitis:0.156
Diagnosis:9ccs257:Ot aftercare:0.147
Diagnosis:9ccs256:Exam/eval:0.146
Diagnosis:9ccs138:Esophgeal dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 56 | OR_unadj: 0.668 [0.283 1.575] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs138:Esophgeal dx:1.000
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.126
Diagnosis:9ccs89:Blindness:0.117
Diagnosis:9ccs238:Complic proc:0.112
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.111
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.108
Maternal Lab History: ABSOLUTE BASO-postPregnancy:0.106
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.105
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.100
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.099
Diagnosis:9ccs143:Abdom hernia | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 49 | OR_unadj: 1.277 [0.612 2.665] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs143:Abdom hernia:1.000
Diagnosis:9ccs95:Oth nerv dx:0.131
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.112
Maternal Diagnosis:9ccs5:HIV infectn:0.108
Newborn Diagnosis:9ccs219:Low birth wt:0.104
Diagnosis:9ccs219:Low birth wt:0.093
Diagnosis:9ccs215:gu cong anom:0.092
Diagnosis:9ccs63:Wht blood dx:0.091
Maternal Lab History: PTT-otherPregnancy:0.091
Maternal Diagnosis:9ccs184:Early labor:0.091
* Diagnosis:9ccs58:Ot nutrit dx | coef 0.001 95% CI: [0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 160 | OR_unadj: 1.600 [1.067 2.397] | indivs AUC:0.535
Correlated most with:
Diagnosis:9ccs58:Ot nutrit dx:1.000
Number of Visits:0.138
Diagnosis:9ccs74:Ot mentl cnd:0.102
Lab:294203 BILIRUBIN TOTAL - LMC:0.092
Diagnosis:9ccs256:Exam/eval:0.090
Diagnosis:9ccs253:Allergy:0.088
Diagnosis:9ccs155:Other GI dx:0.087
Diagnosis:9ccs134:Ot uppr resp:0.085
Maternal Diagnosis:9ccs98:HTN-postPregnancy:0.081
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.079
Diagnosis:9ccs94:Other ear dx | coef 0.001 95% CI: [0.001 , 0.001] | OR_adj 1.001 [1.001 1.001] | occ: 136 | OR_unadj: 0.734 [0.428 1.260] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs94:Other ear dx:1.000
Number of Visits:0.166
Diagnosis:9ccs113:Late eff CVD:0.141
Diagnosis:9ccs126:Ot up rsp in:0.123
Diagnosis:9ccs74:Ot mentl cnd:0.111
Diagnosis:9ccs155:Other GI dx:0.100
Diagnosis:9ccs257:Ot aftercare:0.099
Diagnosis:9ccs135:Intest infct:0.095
Diagnosis:9ccs239:Superfic inj:0.090
Maternal Diagnosis:9ccs69:Affective dx-postPregnancy:0.087
Diagnosis:9ccs59:Anemia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 135 | OR_unadj: 0.978 [0.596 1.604] | indivs AUC:0.512
Correlated most with:
Diagnosis:9ccs59:Anemia:1.000
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.165
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.105
Diagnosis:9ccs122:Pneumonia:0.103
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.096
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:0.096
Diagnosis:9ccs159:UTI:0.096
Diagnosis:9ccs243:Poisn nonmed:0.091
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs10:Immuniz/scrn:0.088
Diagnosis:9ccs159:UTI | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 90 | OR_unadj: 1.134 [0.641 2.008] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs159:UTI:1.000
Diagnosis:9ccs161:Ot dx kidney:0.240
Number of Visits:0.160
Diagnosis:9ccs257:Ot aftercare:0.118
Diagnosis:9ccs74:Ot mentl cnd:0.115
Diagnosis:9ccs125:Bronchitis:0.113
Diagnosis:9ccs92:Otitis media:0.106
Diagnosis:9ccs163:Other GU dx:0.106
Diagnosis:9ccs63:Wht blood dx:0.099
Diagnosis:9ccs59:Anemia:0.096
Diagnosis:9ccs217:Ot cong anom | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 148 | OR_unadj: 0.870 [0.532 1.422] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccs217:Ot cong anom:1.000
Diagnosis:9ccs89:Blindness:0.259
Diagnosis:9ccs91:Other eye dx:0.181
Diagnosis:9ccs47:Ot bnign neo:0.154
Diagnosis:9ccs95:Oth nerv dx:0.112
Diagnosis:9ccs257:Ot aftercare:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs216:Nerv cong an:0.101
Diagnosis:9ccs74:Ot mentl cnd:0.099
Diagnosis:9ccs51:Ot endo dsor:0.099
Diagnosis:9ccs113:Late eff CVD | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 85 | OR_unadj: 1.437 [0.830 2.488] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs113:Late eff CVD:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.180
Diagnosis:9ccs94:Other ear dx:0.141
Maternal Procedure History:97001-postPregnancy:0.141
Number of Visits:0.138
Diagnosis:9ccs83:Epilepsy/cnv:0.113
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.098
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.087
Maternal Diagnosis:9ccs69:Affective dx:0.087
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.083
Diagnosis:9ccs136:Teeth dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 130 | OR_unadj: 0.777 [0.452 1.334] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs136:Teeth dx:1.000
Diagnosis:9ccs258:Other screen:0.143
Diagnosis:9ccs7:Viral infect:0.130
Diagnosis:9ccs10:Immuniz/scrn:0.102
Diagnosis:9ccs140:Gastritis:0.096
Number of Visits:0.089
Diagnosis:9ccs133:Oth low resp:0.088
Diagnosis:9ccs197:Skin infectn:0.088
Maternal Lab History: ALT-otherPregnancy:0.084
Diagnosis:9ccs126:Ot up rsp in:0.082
Diagnosis:9ccs151:Oth liver dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 168 | OR_unadj: 0.696 [0.423 1.144] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs151:Oth liver dx:1.000
Diagnosis:9ccs222:Perint jaund:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.128
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.113
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.107
Diagnosis:9ccs10:Immuniz/scrn:0.099
Diagnosis:9ccs224:Ot perint dx:0.092
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.091
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.087
Diagnosis:9ccs257:Ot aftercare:0.087
Diagnosis:9ccs257:Ot aftercare | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 730 | OR_unadj: 0.962 [0.735 1.259] | indivs AUC:0.464
Correlated most with:
Diagnosis:9ccs257:Ot aftercare:1.000
Number of Visits:0.231
Diagnosis:9ccs126:Ot up rsp in:0.228
Diagnosis:9ccs92:Otitis media:0.226
Diagnosis:9ccs125:Bronchitis:0.216
Diagnosis:9ccs10:Immuniz/scrn:0.194
Diagnosis:9ccs255:Social admin:0.190
Diagnosis:9ccs7:Viral infect:0.169
Diagnosis:9ccs253:Allergy:0.157
Diagnosis:9ccs128:Asthma:0.152
Diagnosis:9ccs4:Mycoses | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 178 | OR_unadj: 0.912 [0.584 1.423] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs4:Mycoses:1.000
Diagnosis:9ccs253:Allergy:0.177
Diagnosis:9ccs200:Oth skin dx:0.102
Number of Visits:0.102
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.087
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.086
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.079
Diagnosis:9ccs7:Viral infect:0.077
Diagnosis:9ccs256:Exam/eval:0.076
Maternal Diagnosis:9ccs163:Other GU dx-postPregnancy:0.075
Diagnosis:9ccs155:Other GI dx | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 446 | OR_unadj: 0.796 [0.581 1.090] | indivs AUC:0.459
Correlated most with:
Diagnosis:9ccs155:Other GI dx:1.000
Number of Visits:0.246
Diagnosis:9ccs200:Oth skin dx:0.168
Diagnosis:9ccs7:Viral infect:0.153
Diagnosis:9ccs126:Ot up rsp in:0.144
Diagnosis:9ccs239:Superfic inj:0.136
Diagnosis:9ccs10:Immuniz/scrn:0.130
Diagnosis:9ccs250:Nausea/vomit:0.124
Diagnosis:9ccs133:Oth low resp:0.116
Diagnosis:9ccs91:Other eye dx:0.113
Diagnosis:9ccs224:Ot perint dx | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 57 | OR_unadj: 0.917 [0.429 1.960] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs224:Ot perint dx:1.000
Diagnosis:9ccs168:PID:0.178
Maternal Lab History: A/G-otherPregnancy:-0.166
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.154
Maternal Lab History: GLOBULIN-otherPregnancy:0.141
Diagnosis:9ccs205:Back problem:0.140
Maternal Lab History: AST (SGOT)-otherPregnancy:0.131
Maternal Procedure History:86703-postPregnancy:0.116
Maternal Diagnosis:9ccs69:Affective dx:0.111
Diagnosis:9ccs219:Low birth wt:0.110
Newborn Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [-0.000 , 0.002] | OR_adj 1.001 [1.000 1.002] | occ: 1611 | OR_unadj: 1.569 [0.777 3.170] | indivs AUC:0.503
Correlated most with:
Maternal Procedure History:90472-postPregnancy:-0.099
Diagnosis:9ccs92:Otitis media:0.085
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:-0.082
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:0.071
Maternal Lab History: ALT-otherPregnancy:0.070
Maternal Lab History: ESTRIOL FREE-postPregnancy:0.070
Diagnosis:9ccs136:Teeth dx:0.069
Maternal Lab History: FASTING-postPregnancy:0.069
Maternal Lab History: A/G-postPregnancy:-0.068
Diagnosis:9ccs74:Ot mentl cnd:0.066
Newborn Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 169 | OR_unadj: 1.244 [0.818 1.892] | indivs AUC:0.492
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:0.105
Lab:292495 LEAD LEVEL - Sunrise:0.094
Maternal Diagnosis:9ccs184:Early labor:0.093
Maternal Diagnosis:9ccs256:Exam/eval-postPregnancy:0.078
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.077
Maternal Diagnosis:9ccs60:Acut p-h anm:0.073
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.070
Diagnosis:9ccs200:Oth skin dx:-0.069
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.065
Maternal Diagnosis:9ccs181:Ot preg comp-postPregnancy:0.064
* Diagnosis:9ccs10:Immuniz/scrn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 1406 | OR_unadj: 0.719 [0.517 0.999] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs10:Immuniz/scrn:1.000
Diagnosis:9ccs255:Social admin:0.458
Diagnosis:9ccs126:Ot up rsp in:0.312
Diagnosis:9ccs7:Viral infect:0.207
Diagnosis:9ccs257:Ot aftercare:0.194
Diagnosis:9ccs92:Otitis media:0.191
Diagnosis:9ccs253:Allergy:0.179
Number of Visits:0.166
Diagnosis:9ccs135:Intest infct:0.147
Diagnosis:9ccs90:Eye infectn:0.143
Diagnosis:9ccs92:Otitis media | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 737 | OR_unadj: 1.137 [0.871 1.485] | indivs AUC:0.525
Correlated most with:
Diagnosis:9ccs92:Otitis media:1.000
Diagnosis:9ccs126:Ot up rsp in:0.337
Number of Visits:0.296
Diagnosis:9ccs90:Eye infectn:0.231
Diagnosis:9ccs125:Bronchitis:0.228
Diagnosis:9ccs257:Ot aftercare:0.226
Diagnosis:9ccs255:Social admin:0.192
Diagnosis:9ccs10:Immuniz/scrn:0.191
Diagnosis:9ccs135:Intest infct:0.183
Diagnosis:9ccs7:Viral infect:0.174
Diagnosis:9ccs2603:E Codes: Fall | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 33 | OR_unadj: 1.006 [0.385 2.630] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs2603:E Codes: Fall:1.000
Diagnosis:10ccs58:Ot nutrit dx:0.756
Newborn Diagnosis:9ccs95:Oth nerv dx:0.150
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.140
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.135
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.114
Maternal Lab History: FASTING-postPregnancy:0.113
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.107
Maternal Lab History: BILE ACIDS-otherPregnancy:-0.107
Maternal Lab History: ESTM'D AVERAGE GLU-otherPregnancy:-0.104
Diagnosis:10ccs58:Ot nutrit dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 19 | OR_unadj: 1.057 [0.306 3.653] | indivs AUC:0.493
Correlated most with:
Diagnosis:10ccs58:Ot nutrit dx:1.000
Diagnosis:9ccs2603:E Codes: Fall:0.756
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.184
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.141
Maternal Diagnosis:9ccs48:Thyroid dsor-postPregnancy:0.106
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.102
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.102
Maternal Lab History: AFP-otherPregnancy:0.100
Maternal Diagnosis:9ccs168:PID-otherPregnancy:0.090
Maternal Diagnosis:9ccs141:Ot dx stomch-postPregnancy:0.089
Lab:294203 BILIRUBIN TOTAL - LMC | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 115 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.490
Correlated most with:
Lab:294203 BILIRUBIN TOTAL - LMC:1.000
Lab:295669 BILIRUBIN DIRECT - LMC:0.191
Diagnosis:9ccs222:Perint jaund:-0.151
Diagnosis:9ccs151:Oth liver dx:-0.128
Diagnosis:9ccs58:Ot nutrit dx:0.092
Maternal Lab History: TIMED URINE CREATININE-postPregnancy:0.084
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:0.084
Diagnosis:9ccs234:Crush injury:-0.080
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.075
Maternal Procedure History:90471-postPregnancy:0.073
Diagnosis:9ccs125:Bronchitis | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 394 | OR_unadj: 0.939 [0.683 1.292] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccs125:Bronchitis:1.000
Diagnosis:9ccs128:Asthma:0.241
Diagnosis:9ccs92:Otitis media:0.228
Diagnosis:9ccs257:Ot aftercare:0.216
Number of Visits:0.180
Diagnosis:9ccs126:Ot up rsp in:0.165
Diagnosis:9ccs122:Pneumonia:0.164
Diagnosis:9ccs7:Viral infect:0.159
Diagnosis:9ccs133:Oth low resp:0.156
Diagnosis:9ccs135:Intest infct:0.131
Diagnosis:9ccs239:Superfic inj | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 152 | OR_unadj: 0.949 [0.591 1.522] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs239:Superfic inj:1.000
Number of Visits:0.143
Diagnosis:9ccs253:Allergy:0.139
Diagnosis:9ccs200:Oth skin dx:0.138
Diagnosis:9ccs155:Other GI dx:0.136
Diagnosis:9ccs256:Exam/eval:0.120
Diagnosis:9ccs126:Ot up rsp in:0.114
Diagnosis:9ccs133:Oth low resp:0.112
Diagnosis:9ccs7:Viral infect:0.107
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:0.106
* Diagnosis:9ccs222:Perint jaund | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 174 | OR_unadj: 0.582 [0.346 0.978] | indivs AUC:0.472
Correlated most with:
Diagnosis:9ccs222:Perint jaund:1.000
Diagnosis:9ccs151:Oth liver dx:0.187
Lab:294203 BILIRUBIN TOTAL - LMC:-0.151
Newborn Diagnosis:9ccs222:Perint jaund:0.115
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.098
Diagnosis:9ccs155:Other GI dx:0.090
Diagnosis:9ccs257:Ot aftercare:0.087
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.082
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:-0.078
Lab:321981 BILIRUBIN TOTAL - Sunrise:0.077
Diagnosis:9ccs91:Other eye dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 140 | OR_unadj: 0.818 [0.490 1.368] | indivs AUC:0.504
Correlated most with:
Diagnosis:9ccs91:Other eye dx:1.000
Diagnosis:9ccs89:Blindness:0.284
Diagnosis:9ccs217:Ot cong anom:0.181
Diagnosis:9ccs155:Other GI dx:0.113
Diagnosis:9ccs90:Eye infectn:0.101
Number of Visits:0.095
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.093
Diagnosis:9ccs10:Immuniz/scrn:0.086
Diagnosis:9ccs253:Allergy:0.080
Diagnosis:9ccs239:Superfic inj:0.079
Diagnosis:9ccs213:Cardiac anom | coef 0.001 95% CI: [-0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 54 | OR_unadj: 0.697 [0.295 1.646] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs213:Cardiac anom:1.000
Diagnosis:9ccs96:Hrt valve dx:0.525
Newborn Diagnosis:9ccs213:Cardiac anom:0.330
Diagnosis:9ccs117:Ot circul dx:0.310
Newborn Diagnosis:9ccs96:Hrt valve dx:0.280
Maternal Procedure History:97140-postPregnancy:0.123
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.123
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.120
Maternal Diagnosis:9ccs6:Hepatitis:0.102
Maternal Diagnosis:9ccs163:Other GU dx:0.102
Vital: HC Percentile-latest | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 57 | OR_unadj: 1.129 [0.428 2.977] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs259:Unclassified:-0.114
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.086
Diagnosis:9ccs58:Ot nutrit dx:0.081
Maternal Diagnosis:10ccs255:Social admin-postPregnancy:-0.076
Maternal Lab History: HEMOGLOBIN-otherPregnancy:-0.072
Maternal Lab History: FASTING-postPregnancy:0.071
Diagnosis:9ccs215:gu cong anom:0.070
Maternal Diagnosis:9ccs138:Esophgeal dx:-0.069
Diagnosis:9ccs137:Mouth dx:-0.069
Diagnosis:9ccs240:Burns:-0.068
Diagnosis:9ccs96:Hrt valve dx | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 155 | OR_unadj: 0.872 [0.539 1.410] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs96:Hrt valve dx:1.000
Diagnosis:9ccs213:Cardiac anom:0.525
Diagnosis:9ccs117:Ot circul dx:0.230
Newborn Diagnosis:9ccs96:Hrt valve dx:0.220
Newborn Diagnosis:9ccs213:Cardiac anom:0.181
Maternal Procedure History:96372-otherPregnancy:0.107
Diagnosis:9ccs259:Unclassified:0.096
Diagnosis:9ccs10:Immuniz/scrn:0.090
Maternal Lab History: HEMOGLOBIN A1C-otherPregnancy:0.090
Diagnosis:9ccs257:Ot aftercare:0.088
Diagnosis:9ccs256:Exam/eval | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 129 | OR_unadj: 0.612 [0.339 1.102] | indivs AUC:0.481
Correlated most with:
Diagnosis:9ccs256:Exam/eval:1.000
Diagnosis:9ccs133:Oth low resp:0.146
Diagnosis:9ccs200:Oth skin dx:0.140
Number of Visits:0.133
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.133
Diagnosis:9ccs239:Superfic inj:0.120
Diagnosis:9ccs155:Other GI dx:0.112
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.111
Maternal Diagnosis:9ccs59:Anemia-otherPregnancy:0.105
Maternal Diagnosis:9ccs59:Anemia-postPregnancy:0.105
Diagnosis:9ccs259:Unclassified | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 113 | OR_unadj: 0.653 [0.353 1.206] | indivs AUC:0.473
Correlated most with:
Diagnosis:9ccs259:Unclassified:1.000
Diagnosis:9ccs61:Sickle cell:0.111
Diagnosis:9ccs96:Hrt valve dx:0.096
Diagnosis:9ccs242:Poisn ot med:0.093
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.089
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.085
Maternal Diagnosis:9ccs61:Sickle cell:0.078
Diagnosis:9ccs134:Ot uppr resp:0.077
Diagnosis:9ccs55:Fluid/elc dx:0.076
Diagnosis:9ccs250:Nausea/vomit:0.075
Diagnosis:9ccs127:COPD | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 77 | OR_unadj: 0.936 [0.487 1.798] | indivs AUC:0.494
Correlated most with:
Diagnosis:9ccs127:COPD:1.000
Diagnosis:9ccs133:Oth low resp:0.166
Number of Visits:0.148
Diagnosis:9ccs122:Pneumonia:0.147
Diagnosis:9ccs240:Burns:0.117
Diagnosis:9ccs125:Bronchitis:0.115
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.115
Maternal Lab History: POLYS-otherPregnancy:-0.111
Diagnosis:9ccs128:Asthma:0.109
Diagnosis:9ccs126:Ot up rsp in:0.108
Diagnosis:9ccs122:Pneumonia | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 123 | OR_unadj: 1.174 [0.719 1.916] | indivs AUC:0.480
Correlated most with:
Diagnosis:9ccs122:Pneumonia:1.000
Diagnosis:9ccs128:Asthma:0.211
Number of Visits:0.165
Diagnosis:9ccs125:Bronchitis:0.164
Diagnosis:9ccs133:Oth low resp:0.161
Diagnosis:9ccs127:COPD:0.147
Diagnosis:9ccs92:Otitis media:0.145
Diagnosis:9ccs126:Ot up rsp in:0.115
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.111
Diagnosis:9ccs59:Anemia:0.103
Diagnosis:9ccs250:Nausea/vomit | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 89 | OR_unadj: 1.460 [0.855 2.494] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs250:Nausea/vomit:1.000
Diagnosis:9ccs155:Other GI dx:0.124
Number of Visits:0.122
Diagnosis:9ccs141:Ot dx stomch:0.120
Diagnosis:9ccs200:Oth skin dx:0.100
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.096
Diagnosis:9ccs135:Intest infct:0.090
Diagnosis:9ccs138:Esophgeal dx:0.090
Maternal Lab History: HEMOGLOBIN F-postPregnancy:0.088
Diagnosis:9ccs90:Eye infectn:0.087
Diagnosis:9ccs209:Ot acq defor | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 30 | OR_unadj: 0.191 [0.026 1.409] | indivs AUC:0.490
Correlated most with:
Diagnosis:9ccs209:Ot acq defor:1.000
Diagnosis:9ccs63:Wht blood dx:0.121
Maternal Lab History: NEUTROPHIL-otherPregnancy:-0.120
Maternal Procedure History:90746-postPregnancy:0.119
Diagnosis:9ccs208:Acq foot def:0.101
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:0.101
Diagnosis:9ccs51:Ot endo dsor:0.095
Diagnosis:9ccs212:Ot bone dx:0.095
Maternal Procedure History:86580-postPregnancy:0.090
Maternal Lab History: HCG-otherPregnancy:0.090
Diagnosis:9ccs197:Skin infectn | coef 0.001 95% CI: [0.000 , 0.001] | OR_adj 1.001 [1.000 1.001] | occ: 171 | OR_unadj: 1.339 [0.889 2.017] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs197:Skin infectn:1.000
Diagnosis:9ccs92:Otitis media:0.090
Diagnosis:9ccs136:Teeth dx:0.088
Diagnosis:9ccs137:Mouth dx:0.083
Diagnosis:9ccs239:Superfic inj:0.080
Diagnosis:9ccs2:Septicemia:0.079
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.079
Diagnosis:9ccs90:Eye infectn:0.077
Diagnosis:9ccs255:Social admin:0.075
Diagnosis:9ccs7:Viral infect:0.074
Diagnosis:9ccs128:Asthma | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 105 | OR_unadj: 1.094 [0.640 1.873] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs128:Asthma:1.000
Diagnosis:9ccs125:Bronchitis:0.241
Diagnosis:9ccs133:Oth low resp:0.220
Diagnosis:9ccs122:Pneumonia:0.211
Number of Visits:0.184
Diagnosis:9ccs257:Ot aftercare:0.152
Diagnosis:9ccs92:Otitis media:0.150
Diagnosis:9ccs126:Ot up rsp in:0.130
Diagnosis:9ccs7:Viral infect:0.112
Diagnosis:9ccs127:COPD:0.109
Vital: HC Percentile-gain0to3 | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 35 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: APF MoM-otherPregnancy:-0.106
Maternal Lab History: URINE PROTEIN-postPregnancy:0.098
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:0.096
Maternal Diagnosis:9ccs74:Ot mentl cnd-otherPregnancy:0.093
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:-0.089
Maternal Lab History: PROLACTIN-postPregnancy:-0.088
Maternal Lab History: NT MoM-postPregnancy:-0.085
Maternal Diagnosis:9ccs211:Ot conn tiss-postPregnancy:0.083
Maternal Lab History: INHMOM-otherPregnancy:-0.077
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.077
Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 840 | OR_unadj: 0.970 [0.744 1.266] | indivs AUC:0.474
Correlated most with:
Diagnosis:9ccs253:Allergy:1.000
Diagnosis:9ccs255:Social admin:0.212
Diagnosis:9ccs200:Oth skin dx:0.201
Number of Visits:0.180
Diagnosis:9ccs10:Immuniz/scrn:0.179
Diagnosis:9ccs4:Mycoses:0.177
Diagnosis:9ccs126:Ot up rsp in:0.157
Diagnosis:9ccs257:Ot aftercare:0.157
Diagnosis:9ccs7:Viral infect:0.155
Diagnosis:9ccs239:Superfic inj:0.139
Newborn Diagnosis:9ccs94:Other ear dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 1642 | OR_unadj: 1.497 [0.635 3.528] | indivs AUC:0.503
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.091
Maternal Lab History: FIBRINOGEN-postPregnancy:0.084
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.083
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.082
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.077
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.077
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.076
Diagnosis:9ccs92:Otitis media:0.074
Diagnosis:9ccs137:Mouth dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 67 | OR_unadj: 0.988 [0.498 1.960] | indivs AUC:0.522
Correlated most with:
Diagnosis:9ccs137:Mouth dx:1.000
Diagnosis:9ccs7:Viral infect:0.127
Number of Visits:0.109
Diagnosis:9ccs92:Otitis media:0.103
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.090
Maternal Lab History: GLOBULIN-otherPregnancy:0.089
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:0.083
Diagnosis:9ccs197:Skin infectn:0.083
Diagnosis:9ccs136:Teeth dx:0.078
Diagnosis:9ccs126:Ot up rsp in:0.077
Lab:292495 LEAD LEVEL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 15 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.492
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:1.000
Diagnosis:9ccs243:Poisn nonmed:-0.414
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.180
Maternal Lab History: TP PERIOD-postPregnancy:-0.180
Maternal Lab History: CREATININE PERIOD-postPregnancy:-0.173
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:-0.120
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:-0.120
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.120
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.116
Diagnosis:9ccs204:Ot joint dx:0.103
Diagnosis:9ccs74:Ot mentl cnd | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 146 | OR_unadj: 1.311 [0.844 2.037] | indivs AUC:0.511
Correlated most with:
Diagnosis:9ccs74:Ot mentl cnd:1.000
Diagnosis:9ccs95:Oth nerv dx:0.195
Diagnosis:9ccs113:Late eff CVD:0.180
Number of Visits:0.131
Newborn Diagnosis:9ccs219:Low birth wt:0.126
Diagnosis:9ccs159:UTI:0.115
Diagnosis:9ccs94:Other ear dx:0.111
Diagnosis:9ccs58:Ot nutrit dx:0.102
Diagnosis:9ccs238:Complic proc:0.100
Diagnosis:9ccs217:Ot cong anom:0.099
Diagnosis:9ccs140:Gastritis | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.503
Correlated most with:
Diagnosis:9ccs140:Gastritis:1.000
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.155
Maternal Diagnosis:9ccs138:Esophgeal dx-postPregnancy:0.122
Maternal Lab History: HERPES II IgG-otherPregnancy:0.121
Maternal Lab History: Varicella IgG-postPregnancy:-0.108
Maternal Procedure History:90471-postPregnancy:0.107
Maternal Diagnosis:9ccs251:Abdomnl pain-postPregnancy:0.105
Maternal Diagnosis:9ccs163:Other GU dx:0.104
Diagnosis:9ccs136:Teeth dx:0.096
Diagnosis:9ccs219:Low birth wt:0.095
Diagnosis:9ccs243:Poisn nonmed | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.508
Correlated most with:
Diagnosis:9ccs243:Poisn nonmed:1.000
Lab:292495 LEAD LEVEL - Sunrise:-0.414
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:0.213
Maternal Lab History: TP PERIOD-postPregnancy:0.213
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.205
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.138
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.138
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.138
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.137
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.125
Diagnosis:9ccs244:Other injury | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 57 | OR_unadj: 1.363 [0.696 2.667] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs244:Other injury:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.131
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.121
Number of Visits:0.120
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.111
Maternal Lab History: LDH-postPregnancy:0.104
Diagnosis:9ccs163:Other GU dx:0.101
Maternal Diagnosis:9ccs238:Complic proc:0.099
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.096
Maternal Lab History: 1 HOUR-postPregnancy:-0.096
Diagnosis:9ccs89:Blindness | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 33 | OR_unadj: 0.773 [0.270 2.219] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs89:Blindness:1.000
Diagnosis:9ccs91:Other eye dx:0.284
Diagnosis:9ccs217:Ot cong anom:0.259
Diagnosis:9ccs62:Coag/hemr dx:0.150
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.135
Diagnosis:9ccs138:Esophgeal dx:0.117
Maternal Lab History: ABSOLUTE MONO-otherPregnancy:-0.113
Diagnosis:9ccs212:Ot bone dx:0.090
Diagnosis:9ccs205:Back problem:0.090
Maternal Lab History: ABSOLUTE NEUTROPHIL-otherPregnancy:-0.082
Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 42 | OR_unadj: 1.336 [0.611 2.920] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs95:Oth nerv dx:1.000
Diagnosis:9ccs74:Ot mentl cnd:0.195
Diagnosis:9ccs143:Abdom hernia:0.131
Diagnosis:9ccs208:Acq foot def:0.129
Diagnosis:9ccs217:Ot cong anom:0.112
Newborn Diagnosis:9ccs200:Oth skin dx:0.108
Maternal Procedure History:90658-postPregnancy:0.102
Maternal Procedure History:87880-postPregnancy:0.101
Maternal Diagnosis:9ccs46:Bnign ut neo:0.100
Diagnosis:9ccs216:Nerv cong an:0.100
Lab:297262 HEMOGLOBIN (HEMOCUE) | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: nan [ nan nan] | indivs AUC:0.508
Correlated most with:
Lab:297262 HEMOGLOBIN (HEMOCUE):1.000
Diagnosis:9ccs59:Anemia:-0.165
Maternal Lab History: A/G-otherPregnancy:0.156
Maternal Lab History: A/G-postPregnancy:0.141
Maternal Lab History: GLOBULIN-otherPregnancy:-0.138
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:-0.127
Maternal Lab History: GLOBULIN-postPregnancy:-0.121
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.120
Diagnosis:9ccs76:Meningitis:-0.120
Maternal Lab History: URIC ACID-otherPregnancy:-0.118
Diagnosis:9ccs175:Ot femal gen | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 7 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs175:Ot femal gen:1.000
Maternal Lab History: BETA-HCG QUANT-otherPregnancy:0.205
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.166
Maternal Diagnosis:9ccs172:Ovarian cyst:0.166
Maternal Procedure History:96372-postPregnancy:0.141
Maternal Diagnosis:9ccs46:Bnign ut neo:0.130
Maternal Lab History: MAGNESIUM-postPregnancy:-0.117
Diagnosis:9ccs240:Burns:0.104
Diagnosis:9ccs163:Other GU dx:0.104
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.100
Newborn Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 102 | OR_unadj: 1.051 [0.606 1.824] | indivs AUC:0.498
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:0.096
Maternal Diagnosis:9ccs149:Biliary dx:0.074
Maternal Lab History: MCV-otherPregnancy:-0.074
Number of Visits:0.069
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.067
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.066
Diagnosis:9ccs200:Oth skin dx:-0.066
Maternal Diagnosis:9ccs155:Other GI dx:-0.065
Newborn Diagnosis:9ccs94:Other ear dx:-0.065
Maternal Procedure History:81000-postPregnancy:0.064
Diagnosis:9ccs247:Lymph enlarg | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 1.416 [0.527 3.808] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs247:Lymph enlarg:1.000
Lab:306605 BILIRUBIN DIRECT - Sunrise:0.206
Maternal Procedure History:99211-otherPregnancy:0.164
Maternal Lab History: 2 HOUR-postPregnancy:0.144
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.127
Maternal Procedure History:97112-postPregnancy:0.126
Maternal Procedure History:97001-postPregnancy:0.096
Maternal Lab History: 3 HOUR-otherPregnancy:0.095
Maternal Lab History: 2 HOUR-otherPregnancy:0.095
Maternal Diagnosis:9ccs189:Prev c-sectn-otherPregnancy:0.093
Diagnosis:9ccs8:Oth infectns | coef 0.000 95% CI: [-0.000 , 0.001] | OR_adj 1.000 [1.000 1.001] | occ: 31 | OR_unadj: 0.599 [0.181 1.985] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs8:Oth infectns:1.000
Maternal Lab History: METHEMOGLOBIN-postPregnancy:0.114
Maternal Lab History: eGFR-postPregnancy:0.114
Maternal Lab History: OXYHEMOGLOBIN-postPregnancy:-0.113
Maternal Lab History: UIBC-postPregnancy:0.105
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:-0.095
Maternal Lab History: HCG-otherPregnancy:0.088
Maternal Lab History: GLUCOSE 30 MINUTES-postPregnancy:0.087
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.085
Diagnosis:9ccs253:Allergy:0.085
Diagnosis:9ccs163:Other GU dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs163:Other GU dx:1.000
Diagnosis:9ccs168:PID:0.200
Diagnosis:9ccs215:gu cong anom:0.137
Diagnosis:9ccs159:UTI:0.106
Diagnosis:9ccs242:Poisn ot med:0.104
Diagnosis:9ccs175:Ot femal gen:0.104
Diagnosis:9ccs244:Other injury:0.101
Diagnosis:9ccs224:Ot perint dx:0.101
Diagnosis:9ccs243:Poisn nonmed:0.085
Diagnosis:9ccs205:Back problem:0.077
Diagnosis:9ccs47:Ot bnign neo | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 37 | OR_unadj: 0.878 [0.339 2.274] | indivs AUC:0.496
Correlated most with:
Diagnosis:9ccs47:Ot bnign neo:1.000
Diagnosis:9ccs217:Ot cong anom:0.154
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.143
Maternal Lab History: NUCHAL TRANSLUCENCY-postPregnancy:-0.115
Diagnosis:9ccs123:Influenza:0.115
Maternal Lab History: NT MoM-postPregnancy:-0.114
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:0.108
Maternal Procedure History:87880-postPregnancy:0.107
Lab:321981 BILIRUBIN TOTAL - Sunrise:-0.104
Maternal Lab History: TP VOLUME-postPregnancy:-0.100
Newborn Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 0.703 [0.088 5.644] | indivs AUC:0.500
Correlated most with:
Maternal Procedure History:97014-postPregnancy:0.154
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.129
Diagnosis:9ccs3:Oth bact inf:0.124
Diagnosis:9ccs163:Other GU dx:0.114
Maternal Procedure History:97110-postPregnancy:0.106
Newborn Diagnosis:9ccs95:Oth nerv dx:-0.101
Maternal Diagnosis:9ccs172:Ovarian cyst:-0.101
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:0.089
Diagnosis:9ccs238:Complic proc:-0.084
Diagnosis:9ccs216:Nerv cong an:-0.080
Newborn Diagnosis:9ccs217:Ot cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 52 | OR_unadj: 1.025 [0.477 2.203] | indivs AUC:0.477
Correlated most with:
Number of Visits:0.080
Lab:292495 LEAD LEVEL - Sunrise:0.079
Maternal Procedure History:81000-postPregnancy:0.068
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.066
Maternal Diagnosis:9ccs98:HTN:0.066
Maternal Diagnosis:9ccs149:Biliary dx:0.065
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.064
Diagnosis:9ccs89:Blindness:0.064
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:0.063
Maternal Diagnosis:9ccs192:Umbil cord:-0.063
Diagnosis:9ccs215:gu cong anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 0.803 [0.181 3.555] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs215:gu cong anom:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.245
Maternal Diagnosis:9ccs46:Bnign ut neo:0.171
Newborn Diagnosis:9ccs253:Allergy:0.152
Diagnosis:9ccs163:Other GU dx:0.137
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.107
Maternal Diagnosis:9ccs5:HIV infectn:0.097
Diagnosis:9ccs2:Septicemia:0.097
Maternal Diagnosis:9ccs238:Complic proc:0.097
Diagnosis:9ccs143:Abdom hernia:0.092
Diagnosis:9ccs168:PID | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs168:PID:1.000
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.273
Diagnosis:9ccs205:Back problem:0.200
Diagnosis:9ccs163:Other GU dx:0.200
Diagnosis:9ccs224:Ot perint dx:0.178
Maternal Diagnosis:9ccs138:Esophgeal dx:0.155
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.141
Maternal Diagnosis:9ccs128:Asthma-otherPregnancy:0.121
Diagnosis:9ccs63:Wht blood dx:0.121
Maternal Lab History: CROWN RUMP LENGTH-postPregnancy:-0.114
Newborn Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 19 | OR_unadj: 1.510 [0.497 4.587] | indivs AUC:0.495
Correlated most with:
Maternal Diagnosis:9ccs69:Affective dx:-0.083
Maternal Procedure History:86580-postPregnancy:-0.079
Diagnosis:9ccs10:Immuniz/scrn:-0.068
Maternal Procedure History:36416-postPregnancy:-0.066
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:-0.064
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:-0.064
Lab:292495 LEAD LEVEL - Sunrise:-0.059
Maternal Diagnosis:9ccs92:Otitis media-postPregnancy:-0.058
Maternal Diagnosis:9ccs257:Ot aftercare-postPregnancy:-0.057
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:-0.056
Vital: BP-latest | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 27 | OR_unadj: nan [ nan nan] | indivs AUC:0.510
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.098
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.085
Diagnosis:9ccs89:Blindness:0.081
Maternal Procedure History:96372-otherPregnancy:-0.074
Maternal Lab History: RBC-otherPregnancy:0.072
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.071
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.070
Maternal Lab History: PH-postPregnancy:-0.067
Maternal Procedure History:90656-otherPregnancy:0.067
Maternal Diagnosis:9ccs184:Early labor:-0.066
Diagnosis:9ccs258:Other screen | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.384 [0.091 1.618] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs258:Other screen:1.000
Maternal Lab History: GFR in African American-postPregnancy:-0.152
Maternal Lab History: GFR Calculation-postPregnancy:-0.152
Diagnosis:9ccs136:Teeth dx:0.143
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.142
Maternal Lab History: MONOCYTE-otherPregnancy:0.120
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:0.104
Maternal Lab History: MONOCYTE-postPregnancy:0.103
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.097
Diagnosis:9ccs239:Superfic inj:0.096
Diagnosis:9ccs219:Low birth wt | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 0.732 [0.218 2.455] | indivs AUC:0.488
Correlated most with:
Diagnosis:9ccs219:Low birth wt:1.000
Maternal Diagnosis:9ccs184:Early labor:0.435
Newborn Diagnosis:9ccs219:Low birth wt:0.413
Newborn Diagnosis:9ccs256:Exam/eval:0.187
Maternal Procedure History:97001-postPregnancy:0.125
Newborn Diagnosis:9ccs10:Immuniz/scrn:-0.123
Newborn Diagnosis:9ccs222:Perint jaund:0.119
Diagnosis:9ccs224:Ot perint dx:0.110
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.109
Diagnosis:9ccs140:Gastritis:0.095
Diagnosis:9ccs124:Tonsillitis | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 31 | OR_unadj: 0.832 [0.289 2.398] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs124:Tonsillitis:1.000
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:0.143
Maternal Lab History: TP VOLUME-otherPregnancy:0.135
Maternal Lab History: 3 HOUR-postPregnancy:0.132
Maternal Lab History: NEUTROPHIL-postPregnancy:-0.123
Lab:292495 LEAD LEVEL - Sunrise:-0.097
Diagnosis:9ccs127:COPD:0.097
Diagnosis:9ccs92:Otitis media:0.094
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.084
Maternal Lab History: INR-postPregnancy:0.080
Diagnosis:9ccs161:Ot dx kidney | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.745 [0.564 5.394] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs161:Ot dx kidney:1.000
Newborn Diagnosis:9ccs215:gu cong anom:0.400
Diagnosis:9ccs159:UTI:0.240
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.172
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.139
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.134
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.133
Diagnosis:9ccs95:Oth nerv dx:0.098
Diagnosis:9ccs74:Ot mentl cnd:0.096
Vital: HC Percentile-avg0to1 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 26 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.508
Correlated most with:
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.089
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.088
Diagnosis:9ccs48:Thyroid dsor:-0.087
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:-0.082
Maternal Diagnosis:9ccs176:Contraceptiv-otherPregnancy:0.082
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.080
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:-0.070
Diagnosis:9ccs89:Blindness:0.066
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.066
Maternal Diagnosis:9ccs200:Oth skin dx-otherPregnancy:0.066
Diagnosis:9ccs55:Fluid/elc dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.400 [0.052 3.055] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs55:Fluid/elc dx:1.000
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.129
Maternal Diagnosis:9ccs60:Acut p-h anm-postPregnancy:0.100
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.100
Maternal Procedure History:90656-postPregnancy:0.093
Diagnosis:9ccs204:Ot joint dx:0.092
Diagnosis:9ccs242:Poisn ot med:0.092
Diagnosis:9ccs219:Low birth wt:0.091
Maternal Lab History: BETA HCG FREE-otherPregnancy:0.087
Maternal Diagnosis:10ccs10:Immuniz/scrn-postPregnancy:0.085
Diagnosis:9ccs167:Breast dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.431 [0.056 3.310] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs167:Breast dx:1.000
Maternal Lab History: HCG-postPregnancy:0.127
Maternal Lab History: Varicella IgG-postPregnancy:-0.108
Maternal Diagnosis:9ccs163:Other GU dx:0.104
Diagnosis:9ccs48:Thyroid dsor:0.104
Maternal Diagnosis:9ccs5:HIV infectn:0.104
Maternal Lab History: AST-otherPregnancy:0.100
Maternal Lab History: INHMOM-postPregnancy:0.098
Diagnosis:9ccs204:Ot joint dx:0.096
Diagnosis:9ccs242:Poisn ot med:0.096
Lab:323825 STREP SCREEN THROAT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.503
Correlated most with:
Lab:323825 STREP SCREEN THROAT - Sunrise:1.000
Maternal Lab History: FMF-ULTRASONAGRAPHER ID-otherPregnancy:0.487
Maternal Lab History: GFR in African American-otherPregnancy:0.424
Maternal Lab History: GFR Calculation-otherPregnancy:0.423
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.259
Maternal Lab History: PAPP-A MoM-otherPregnancy:-0.230
Maternal Lab History: HCG-otherPregnancy:-0.224
Maternal Diagnosis:9ccs58:Ot nutrit dx-otherPregnancy:0.216
Maternal Lab History: HERPES II IgG-otherPregnancy:0.215
Diagnosis:9ccs76:Meningitis:0.208
Diagnosis:9ccs147:Anal/rectal | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs147:Anal/rectal:1.000
Maternal Lab History: FOLLICLE STIMULATING HORMONE-postPregnancy:-0.151
Maternal Lab History: ABSOLUTE EOS-postPregnancy:-0.148
Maternal Lab History: HEMOGLOBIN F-postPregnancy:-0.145
Maternal Lab History: ABSOLUTE MONO-postPregnancy:-0.134
Maternal Diagnosis:9ccs149:Biliary dx-postPregnancy:0.121
Maternal Lab History: GAMMA GT-postPregnancy:0.114
Diagnosis:9ccs153:GI hemorrhag:0.113
Maternal Diagnosis:9ccs244:Other injury-postPregnancy:0.107
Diagnosis:9ccs211:Ot conn tiss:0.102
Diagnosis:9ccs211:Ot conn tiss | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.623 [0.144 2.701] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs211:Ot conn tiss:1.000
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.189
Diagnosis:9ccs204:Ot joint dx:0.163
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.142
Maternal Diagnosis:9ccs204:Ot joint dx-postPregnancy:0.134
Diagnosis:9ccs208:Acq foot def:0.127
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.127
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.119
Maternal Procedure History:87880-postPregnancy:0.116
Maternal Diagnosis:9ccs182:Hemorr preg-postPregnancy:0.111
Diagnosis:9ccs212:Ot bone dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 1.128 [0.246 5.176] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs212:Ot bone dx:1.000
Diagnosis:9ccs62:Coag/hemr dx:0.125
Diagnosis:9ccs209:Ot acq defor:0.095
Diagnosis:9ccs89:Blindness:0.090
Diagnosis:9ccs51:Ot endo dsor:0.077
Newborn Diagnosis:9ccs96:Hrt valve dx:0.070
Maternal Diagnosis:9ccs176:Contraceptiv:0.067
Newborn Diagnosis:9ccs222:Perint jaund:0.066
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.066
Newborn Diagnosis:9ccs213:Cardiac anom:0.065
Diagnosis:9ccs123:Influenza | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 0.866 [0.194 3.859] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs123:Influenza:1.000
Maternal Procedure History:87880-postPregnancy:0.167
Maternal Diagnosis:9ccs72:Anxiety dx-postPregnancy:0.121
Diagnosis:9ccs47:Ot bnign neo:0.115
Number of Visits:0.112
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.111
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.111
Maternal Diagnosis:9ccs91:Other eye dx-postPregnancy:0.103
Maternal Lab History: LIPASE-postPregnancy:-0.099
Maternal Lab History: ALT-postPregnancy:0.098
Diagnosis:9ccs76:Meningitis | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 0.938 [0.209 4.218] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs76:Meningitis:1.000
Maternal Lab History: A/G-otherPregnancy:-0.318
Maternal Lab History: GLOBULIN-otherPregnancy:0.242
Maternal Lab History: A/G-postPregnancy:-0.229
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.226
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.214
Lab:323825 STREP SCREEN THROAT - Sunrise:0.208
Maternal Lab History: URIC ACID-otherPregnancy:0.191
Maternal Lab History: GLOBULIN-postPregnancy:0.188
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.181
Lab:321981 BILIRUBIN TOTAL - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.824 [0.255 31.255] | indivs AUC:0.500
Correlated most with:
Lab:321981 BILIRUBIN TOTAL - Sunrise:1.000
Maternal Procedure History:99211-otherPregnancy:0.391
Maternal Lab History: 2 HOUR-postPregnancy:0.343
Maternal Procedure History:90746-postPregnancy:0.259
Maternal Lab History: 3 HOUR-otherPregnancy:0.227
Maternal Lab History: 2 HOUR-otherPregnancy:0.227
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.222
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:-0.212
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.210
Maternal Lab History: 1 HOUR-postPregnancy:0.208
Diagnosis:9ccs2:Septicemia | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs2:Septicemia:1.000
Maternal Procedure History:58300-postPregnancy:0.191
Maternal Lab History: FASTING-postPregnancy:-0.169
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.164
Newborn Diagnosis:9ccs215:gu cong anom:0.132
Maternal Lab History: AFP-postPregnancy:0.126
Diagnosis:9ccs240:Burns:0.113
Diagnosis:9ccs215:gu cong anom:0.097
Maternal Diagnosis:9ccs93:Dizziness-postPregnancy:0.094
Diagnosis:9ccs83:Epilepsy/cnv:0.094
Vital: HC Percentile-gain3to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.118
Maternal Diagnosis:9ccs185:Long pregncy:0.102
Maternal Diagnosis:9ccs124:Tonsillitis-postPregnancy:0.092
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.091
Maternal Lab History: HEMATOCRIT-otherPregnancy:0.081
Maternal Diagnosis:9ccs184:Early labor:-0.079
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.074
Diagnosis:9ccs238:Complic proc:-0.074
Diagnosis:9ccs64:Ot hematl dx:0.073
Maternal Lab History: HEMOGLOBIN-otherPregnancy:0.073
Vital: BP-avg16to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: nan [ nan nan] | indivs AUC:0.502
Correlated most with:
Diagnosis:9ccs94:Other ear dx:0.078
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.073
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.067
Maternal Diagnosis:9ccs61:Sickle cell:0.067
Diagnosis:9ccs123:Influenza:0.061
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.060
Diagnosis:9ccs234:Crush injury:0.060
Maternal Lab History: NUCHAL TRANSLUCENCY-otherPregnancy:-0.059
Maternal Diagnosis:9ccs238:Complic proc:0.058
Maternal Diagnosis:9ccs171:Menstrual dx-postPregnancy:0.057
Diagnosis:9ccs154:Gastroent | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 24 | OR_unadj: nan [ nan nan] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs154:Gastroent:1.000
Diagnosis:9ccs153:GI hemorrhag:0.188
Maternal Lab History: HEMOGLOBIN F-otherPregnancy:0.164
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:-0.161
Maternal Lab History: A/G-postPregnancy:0.113
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:-0.110
Maternal Lab History: GLOBULIN-postPregnancy:-0.107
Maternal Diagnosis:9ccs258:Other screen-postPregnancy:0.100
Diagnosis:9ccs155:Other GI dx:0.099
Maternal Diagnosis:9ccs49:DiabMel no c:0.093
Diagnosis:9ccs251:Abdomnl pain | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: 0.467 [0.060 3.610] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs251:Abdomnl pain:1.000
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.192
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.120
Diagnosis:9ccs62:Coag/hemr dx:0.120
Maternal Diagnosis:9ccs256:Exam/eval-otherPregnancy:0.117
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.109
Maternal Procedure History:36415-postPregnancy:0.100
Diagnosis:9ccs204:Ot joint dx:0.100
Diagnosis:9ccs242:Poisn ot med:0.100
Diagnosis:9ccs175:Ot femal gen:0.100
Diagnosis:9ccs204:Ot joint dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:1.000
Maternal Lab History: TRIGLYCERIDE-otherPregnancy:0.319
Diagnosis:9ccs242:Poisn ot med:0.283
Maternal Lab History: CHOLESTEROL-otherPregnancy:0.213
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.200
Diagnosis:9ccs211:Ot conn tiss:0.163
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.151
Maternal Diagnosis:10ccs196:Nml preg/del-postPregnancy:0.151
Lab:292495 LEAD LEVEL - Sunrise:0.103
Diagnosis:9ccs251:Abdomnl pain:0.100
Vital: HC Percentile-gain1to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 21 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.079
Maternal Diagnosis:9ccs155:Other GI dx-postPregnancy:0.074
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.073
Maternal Procedure History:J1055-postPregnancy:-0.072
Maternal Diagnosis:9ccs58:Ot nutrit dx:0.071
Diagnosis:9ccs125:Bronchitis:0.070
Maternal Diagnosis:9ccs163:Other GU dx:-0.067
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.065
Maternal Lab History: AST (SGOT)-otherPregnancy:-0.065
Maternal Lab History: 1 HOUR-otherPregnancy:0.065
Diagnosis:9ccs242:Poisn ot med | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 0.939 [0.113 7.829] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs242:Poisn ot med:1.000
Maternal Lab History: ESTM'D AVERAGE GLU-postPregnancy:0.336
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.329
Diagnosis:9ccs204:Ot joint dx:0.283
Maternal Lab History: HEMOGLOBIN A1C-postPregnancy:0.217
Maternal Lab History: GTT FASTING SPEC.-postPregnancy:0.173
Maternal Diagnosis:9ccs50:DiabMel w/cm-postPregnancy:0.166
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.159
Diagnosis:9ccs243:Poisn nonmed:0.115
Maternal Diagnosis:9ccs102:Chest pain-postPregnancy:0.109
Diagnosis:9ccs205:Back problem | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.505
Correlated most with:
Diagnosis:9ccs205:Back problem:1.000
Maternal Lab History: CARBOXYHEMOGLOBIN-postPregnancy:0.223
Maternal Lab History: APF MoM-otherPregnancy:0.213
Maternal Lab History: INHMOM-otherPregnancy:0.210
Diagnosis:9ccs168:PID:0.200
Maternal Lab History: PAPP-A-postPregnancy:0.158
Maternal Lab History: PAPP-A-otherPregnancy:0.146
Diagnosis:9ccs224:Ot perint dx:0.140
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.125
Maternal Diagnosis:9ccs69:Affective dx:0.125
Lab:306605 BILIRUBIN DIRECT - Sunrise | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.881 [0.195 18.155] | indivs AUC:0.503
Correlated most with:
Lab:306605 BILIRUBIN DIRECT - Sunrise:1.000
Maternal Lab History: BAND NEUTROPHIL-otherPregnancy:0.334
Maternal Lab History: REFERRING PHYSICIAL NPI-postPregnancy:0.246
Maternal Procedure History:90746-postPregnancy:0.240
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.211
Maternal Diagnosis:9ccs141:Ot dx stomch-otherPregnancy:0.211
Diagnosis:9ccs247:Lymph enlarg:0.206
Maternal Diagnosis:9ccs251:Abdomnl pain-otherPregnancy:-0.206
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:-0.194
Maternal Lab History: A/G-otherPregnancy:-0.179
Vital: HC Percentile-avg5to7 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.506
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.303
Maternal Diagnosis:9ccs184:Early labor:-0.278
Diagnosis:9ccs219:Low birth wt:-0.175
Maternal Diagnosis:9ccs185:Long pregncy:0.151
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.129
Newborn Diagnosis:9ccs222:Perint jaund:-0.123
Maternal Diagnosis:9ccs5:HIV infectn:-0.122
Diagnosis:9ccs143:Abdom hernia:-0.119
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.117
Maternal Diagnosis:9ccs183:HTN in preg:-0.115
Diagnosis:9ccs223:Birth trauma | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 20 | OR_unadj: 0.994 [0.289 3.416] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs223:Birth trauma:1.000
Newborn Diagnosis:9ccs223:Birth trauma:0.196
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.193
Maternal Lab History: TP PERIOD-postPregnancy:0.151
Maternal Procedure History:S9470-postPregnancy:0.149
Maternal Diagnosis:9ccs188:Pelvic obstr:0.148
Maternal Procedure History:87880-postPregnancy:0.145
Maternal Lab History: CREATININE PERIOD-postPregnancy:0.145
Maternal Lab History: RUBELLA AB (IGG)-postPregnancy:0.128
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.095
Vital: HC Percentile-avg1to3 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: nan [ nan nan] | indivs AUC:0.475
Correlated most with:
Maternal Diagnosis:9ccs184:Early labor:-0.279
Newborn Diagnosis:9ccs219:Low birth wt:-0.256
Diagnosis:9ccs219:Low birth wt:-0.160
Maternal Lab History: HIGH DENSITY LIPOPROTEIN-otherPregnancy:0.160
Maternal Diagnosis:9ccs185:Long pregncy:0.131
Newborn Diagnosis:9ccs256:Exam/eval:-0.107
Newborn Diagnosis:9ccs10:Immuniz/scrn:0.091
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.090
Newborn Diagnosis:9ccs94:Other ear dx:0.089
Maternal Lab History: CHOL:HDL RATIO-otherPregnancy:-0.085
Newborn Diagnosis:9ccs253:Allergy | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 1.411 [0.298 6.685] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs204:Ot joint dx:-0.148
Diagnosis:9ccs242:Poisn ot med:-0.148
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.126
Diagnosis:9ccs3:Oth bact inf:-0.121
Diagnosis:9ccs251:Abdomnl pain:-0.109
Newborn Diagnosis:9ccs95:Oth nerv dx:0.106
Diagnosis:9ccs167:Breast dx:-0.105
Diagnosis:9ccs238:Complic proc:0.096
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.087
Diagnosis:9ccs216:Nerv cong an:0.084
Diagnosis:9ccs61:Sickle cell | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: 1.614 [0.333 7.814] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs61:Sickle cell:1.000
Diagnosis:9ccs64:Ot hematl dx:0.232
Maternal Diagnosis:9ccs61:Sickle cell:0.218
Maternal Diagnosis:9ccs172:Ovarian cyst:0.146
Maternal Diagnosis:9ccs46:Bnign ut neo:0.113
Diagnosis:9ccs259:Unclassified:0.111
Newborn Diagnosis:9ccs256:Exam/eval:0.082
Maternal Diagnosis:9ccs190:Fetal distrs:0.078
Diagnosis:9ccs198:Ot infl skin:0.075
Lab:295669 BILIRUBIN DIRECT - LMC:0.070
Vital: HC Percentile-avg3to5 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.518
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.119
Maternal Diagnosis:9ccs7:Viral infect-otherPregnancy:-0.111
Maternal Diagnosis:9ccs184:Early labor:-0.109
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.105
Maternal Lab History: IMMATURE GRANULOCYTES-otherPregnancy:0.099
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.098
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.097
Newborn Diagnosis:9ccs219:Low birth wt:-0.097
Maternal Lab History: URINE CREAT.RANDOM-postPregnancy:0.096
Newborn Diagnosis:9ccs213:Cardiac anom | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 16 | OR_unadj: 1.303 [0.369 4.607] | indivs AUC:0.497
Correlated most with:
Maternal Procedure History:97140-postPregnancy:0.096
Maternal Diagnosis:9ccs257:Ot aftercare-otherPregnancy:-0.084
Lab:292495 LEAD LEVEL - Sunrise:0.079
Maternal Lab History: PTT-postPregnancy:-0.078
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:-0.077
Maternal Lab History: CREATININE-postPregnancy:-0.076
Maternal Lab History: GTT FASTING SPEC.-otherPregnancy:0.073
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:-0.069
Maternal Lab History: CALC GESTATIONAL AGE-otherPregnancy:0.068
Diagnosis:9ccs251:Abdomnl pain:-0.067
Vital: BP-avg19to24 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: nan [ nan nan] | indivs AUC:0.497
Correlated most with:
Newborn Diagnosis:9ccs219:Low birth wt:-0.129
Maternal Diagnosis:9ccs5:HIV infectn:-0.099
Maternal Diagnosis:9ccs184:Early labor:-0.098
Maternal Diagnosis:9ccs185:Long pregncy:0.097
Maternal Diagnosis:9ccs193:OB-related perin trauma:0.094
Diagnosis:9ccs219:Low birth wt:-0.079
Diagnosis:9ccs238:Complic proc:-0.075
Maternal Diagnosis:9ccs163:Other GU dx-otherPregnancy:0.074
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.074
Newborn Diagnosis:9ccs224:Ot perint dx:0.069
Diagnosis:9ccs83:Epilepsy/cnv | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 1.209 [0.345 4.239] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs83:Epilepsy/cnv:1.000
Diagnosis:9ccs48:Thyroid dsor:0.193
Diagnosis:9ccs113:Late eff CVD:0.113
Maternal Diagnosis:9ccs106:Dysrhythmia-postPregnancy:0.104
Maternal Diagnosis:9ccs69:Affective dx:0.104
Maternal Diagnosis:9ccs91:Other eye dx:0.104
Diagnosis:9ccs238:Complic proc:0.104
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.100
Maternal Diagnosis:9ccs62:Coag/hemr dx:0.094
Diagnosis:9ccs2:Septicemia:0.094
* Diagnosis:9ccs234:Crush injury | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 25 | OR_unadj: 2.704 [1.154 6.333] | indivs AUC:0.514
Correlated most with:
Diagnosis:9ccs234:Crush injury:1.000
Maternal Lab History: URINE UROBILINOGEN-postPregnancy:0.121
Maternal Procedure History:J7300-postPregnancy:0.113
Maternal Lab History: HEMOGLOBIN A-postPregnancy:-0.099
Maternal Procedure History:58300-postPregnancy:0.098
Maternal Diagnosis:9ccs217:Ot cong anom-postPregnancy:0.093
Maternal Procedure History:81025-otherPregnancy:0.087
Lab:295669 BILIRUBIN DIRECT - LMC:-0.085
Diagnosis:9ccs238:Complic proc:0.084
Maternal Lab History: Varicella IgG-postPregnancy:-0.081
Vital: HC Percentile-gain5to10 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 15 | OR_unadj: 1.127 [0.131 9.687] | indivs AUC:0.494
Correlated most with:
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.108
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.099
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.082
Maternal Lab History: INHMOM-otherPregnancy:-0.079
Newborn Diagnosis:9ccs219:Low birth wt:-0.078
Maternal Lab History: APF MoM-otherPregnancy:-0.076
Maternal Diagnosis:9ccs47:Ot bnign neo-postPregnancy:-0.074
Maternal Lab History: 1 HOUR-otherPregnancy:0.071
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.068
Diagnosis:9ccs63:Wht blood dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs63:Wht blood dx:1.000
Maternal Diagnosis:9ccs138:Esophgeal dx:0.155
Maternal Diagnosis:9ccs182:Hemorr preg:0.148
Diagnosis:9ccs209:Ot acq defor:0.121
Newborn Diagnosis:9ccs221:Resp distres:0.121
Diagnosis:9ccs168:PID:0.121
Diagnosis:9ccs159:UTI:0.099
Maternal Diagnosis:9ccs191:Amnios dx:0.091
Diagnosis:9ccs143:Abdom hernia:0.091
Diagnosis:9ccs161:Ot dx kidney:0.079
Vital: HC Percentile-gain7to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 13 | OR_unadj: nan [ nan nan] | indivs AUC:0.491
Correlated most with:
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.089
Maternal Diagnosis:9ccs185:Long pregncy:0.089
Maternal Lab History: 1/2 HOUR-postPregnancy:-0.086
Diagnosis:9ccs125:Bronchitis:0.085
Maternal Lab History: 3 HOUR-otherPregnancy:0.070
Maternal Lab History: MCH-otherPregnancy:-0.069
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.068
Diagnosis:9ccs153:GI hemorrhag:-0.068
Diagnosis:9ccs242:Poisn ot med:0.067
Maternal Lab History: 2 HOUR-otherPregnancy:0.065
Diagnosis:9ccs51:Ot endo dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs51:Ot endo dsor:1.000
Maternal Lab History: GLUCOSE POCT-postPregnancy:0.262
Maternal Lab History: CHOLESTEROL-otherPregnancy:-0.172
Maternal Lab History: PHOSPHOROUS-postPregnancy:-0.141
Maternal Lab History: LDL-otherPregnancy:-0.134
Maternal Lab History: INR-otherPregnancy:0.132
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.125
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.113
Diagnosis:9ccs48:Thyroid dsor:0.113
Maternal Lab History: PTT-otherPregnancy:0.111
Diagnosis:9ccs64:Ot hematl dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 1.885 [0.378 9.389] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs64:Ot hematl dx:1.000
Diagnosis:9ccs61:Sickle cell:0.232
Maternal Lab History: FASTING-postPregnancy:0.227
Maternal Lab History: 1 HOUR-otherPregnancy:0.197
Maternal Lab History: 1/2 HOUR-postPregnancy:0.168
Maternal Lab History: URINE KETONES-otherPregnancy:0.166
Maternal Lab History: FASTING-otherPregnancy:0.165
Diagnosis:9ccs62:Coag/hemr dx:0.155
Maternal Diagnosis:9ccs183:HTN in preg-postPregnancy:0.155
Maternal Diagnosis:9ccs243:Poisn nonmed-postPregnancy:0.155
Diagnosis:9ccs117:Ot circul dx | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:1.000
Maternal Lab History: COLONY COUNT-postPregnancy:0.312
Diagnosis:9ccs213:Cardiac anom:0.310
Diagnosis:9ccs96:Hrt valve dx:0.230
Maternal Lab History: HEMOGLOBIN A-postPregnancy:0.153
Maternal Diagnosis:9ccs189:Prev c-sectn-postPregnancy:0.120
Maternal Lab History: RUBELLA AB (IGG)-otherPregnancy:0.119
Maternal Diagnosis:9ccs46:Bnign ut neo-postPregnancy:0.113
Diagnosis:9ccs205:Back problem:0.091
Maternal Lab History: BAND NEUTROPHIL-postPregnancy:-0.088
Newborn Diagnosis:9ccs0:No DX | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.510
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:-0.091
Maternal Diagnosis:9ccs186:DM in preg-postPregnancy:-0.088
Maternal Lab History: LYMPHOCYTE-postPregnancy:0.080
Maternal Procedure History:86580-postPregnancy:-0.073
Diagnosis:9ccs240:Burns:-0.071
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:-0.069
Maternal Diagnosis:9ccs196:Nml preg/del-postPregnancy:-0.069
Maternal Diagnosis:9ccs186:DM in preg-otherPregnancy:-0.069
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-latest:0.069
Census:Percent; Estimate; Population 25 years and over - Some college, no degree-birth:0.069
Diagnosis:9ccs240:Burns | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs240:Burns:1.000
Maternal Procedure History:58300-postPregnancy:0.135
Maternal Diagnosis:9ccs83:Epilepsy/cnv:0.125
Maternal Lab History: SPECIFIC GRAVITY-postPregnancy:-0.119
Diagnosis:9ccs127:COPD:0.117
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:0.116
Diagnosis:9ccs2:Septicemia:0.113
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.113
Maternal Procedure History:97112-postPregnancy:0.113
Maternal Procedure History:96372-postPregnancy:0.108
Diagnosis:9ccs214:GI cong anom | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 12 | OR_unadj: 0.510 [0.066 3.969] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs214:GI cong anom:1.000
Newborn Diagnosis:9ccs0:No DX:0.125
Maternal Diagnosis:9ccs113:Late eff CVD-postPregnancy:0.125
Maternal Diagnosis:9ccs119:Varicose vn-otherPregnancy:0.125
Maternal Diagnosis:10ccs176:Contraceptiv-postPregnancy:0.113
Maternal Diagnosis:9ccs119:Varicose vn-postPregnancy:0.113
Maternal Diagnosis:9ccs238:Complic proc:0.113
Maternal Lab History: URINE PROTEIN-postPregnancy:0.109
Maternal Lab History: HCG-postPregnancy:0.108
Maternal Diagnosis:9ccs6:Hepatitis-postPregnancy:0.104
Diagnosis:9ccs153:GI hemorrhag | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 17 | OR_unadj: 0.749 [0.170 3.295] | indivs AUC:0.491
Correlated most with:
Diagnosis:9ccs153:GI hemorrhag:1.000
Diagnosis:9ccs154:Gastroent:0.188
Maternal Lab History: UREA NITROGEN-otherPregnancy:0.176
Maternal Lab History: MATERNAL WEIGHT-otherPregnancy:0.161
Maternal Lab History: URINE PROT. RANDOM-otherPregnancy:0.155
Maternal Lab History: GFR Calculation-otherPregnancy:-0.139
Maternal Lab History: GFR in African American-otherPregnancy:-0.139
Maternal Lab History: CREATININE CLEARANCE-otherPregnancy:-0.134
Maternal Lab History: 24HR UR. TTL PROTEIN-otherPregnancy:0.133
Maternal Lab History: PAPP-A MoM-otherPregnancy:0.128
Diagnosis:9ccs208:Acq foot def | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 11 | OR_unadj: nan [ nan nan] | indivs AUC:0.493
Correlated most with:
Diagnosis:9ccs208:Acq foot def:1.000
Maternal Diagnosis:9ccs135:Intest infct-postPregnancy:0.176
Maternal Lab History: FREE T-4-postPregnancy:0.148
Maternal Diagnosis:9ccs72:Anxiety dx-otherPregnancy:0.131
Diagnosis:9ccs95:Oth nerv dx:0.129
Diagnosis:9ccs211:Ot conn tiss:0.127
Maternal Lab History: URIC ACID-postPregnancy:-0.125
Maternal Lab History: GFR Calculation-postPregnancy:-0.119
Maternal Diagnosis:9ccs94:Other ear dx-otherPregnancy:0.119
Maternal Lab History: GFR in African American-postPregnancy:-0.118
Diagnosis:9ccs141:Ot dx stomch | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 0.624 [0.079 4.950] | indivs AUC:0.497
Correlated most with:
Diagnosis:9ccs141:Ot dx stomch:1.000
Maternal Diagnosis:9ccs91:Other eye dx-otherPregnancy:0.125
Diagnosis:9ccs250:Nausea/vomit:0.120
Newborn Diagnosis:9ccs215:gu cong anom:0.100
Maternal Diagnosis:9ccs3:Oth bact inf-postPregnancy:0.090
Diagnosis:9ccs240:Burns:0.085
Maternal Diagnosis:9ccs48:Thyroid dsor:0.082
Maternal Diagnosis:10ccs256:Exam/eval-postPregnancy:0.078
Diagnosis:9ccs215:gu cong anom:0.072
Diagnosis:9ccs138:Esophgeal dx:0.072
Newborn Diagnosis:9ccs96:Hrt valve dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 1.543 [0.427 5.568] | indivs AUC:0.501
Correlated most with:
Diagnosis:9ccs155:Other GI dx:-0.100
Maternal Lab History: TIMED URINE TOTAL PROTEIN-postPregnancy:-0.091
Maternal Lab History: URINE PROT. RANDOM-postPregnancy:-0.076
Maternal Diagnosis:9ccs205:Back problem-postPregnancy:-0.072
Maternal Lab History: HEPATITIS C ANTIBODY-postPregnancy:0.072
Maternal Lab History: ANION GAP-otherPregnancy:-0.071
Maternal Diagnosis:9ccs120:Hemmorhoids-postPregnancy:-0.068
Maternal Lab History: COLONY COUNT-otherPregnancy:0.066
Diagnosis:9ccs59:Anemia:0.062
Maternal Diagnosis:9ccs126:Ot up rsp in-postPregnancy:-0.060
Vital: HC Percentile-gain16to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.480
Correlated most with:
Maternal Lab History: ABSOLUTE EOS-otherPregnancy:0.096
Diagnosis:9ccs51:Ot endo dsor:-0.094
Maternal Lab History: IRON BINDING CAPACITY-postPregnancy:-0.084
Maternal Lab History: ABSOLUTE IMMATURE GRANULOCYTES-otherPregnancy:0.084
Maternal Procedure History:90649-postPregnancy:-0.081
Diagnosis:9ccs204:Ot joint dx:-0.075
Maternal Procedure History:90471-postPregnancy:-0.075
Maternal Diagnosis:9ccs172:Ovarian cyst:0.070
Maternal Diagnosis:9ccs58:Ot nutrit dx-postPregnancy:0.068
Maternal Diagnosis:9ccs193:OB-related perin trauma:-0.066
Diagnosis:9ccs238:Complic proc | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.510
Correlated most with:
Diagnosis:9ccs238:Complic proc:1.000
Maternal Procedure History:81025-otherPregnancy:0.194
Maternal Diagnosis:10ccs58:Ot nutrit dx-postPregnancy:0.180
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:0.180
Maternal Diagnosis:9ccs211:Ot conn tiss-otherPregnancy:0.166
Maternal Diagnosis:9ccs167:Breast dx-otherPregnancy:0.166
Maternal Diagnosis:10ccs258:Other screen-postPregnancy:0.155
Maternal Diagnosis:9ccs69:Affective dx-otherPregnancy:0.146
Maternal Diagnosis:9ccs205:Back problem-otherPregnancy:0.146
Maternal Procedure History:36415-otherPregnancy:0.141
Newborn Diagnosis:9ccs200:Oth skin dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 2.263 [0.437 11.728] | indivs AUC:0.497
Correlated most with:
Lab:292495 LEAD LEVEL - Sunrise:0.095
Number of Visits:0.086
Maternal Diagnosis:9ccs149:Biliary dx:0.073
Maternal Lab History: ABSOLUTE BASO-postPregnancy:-0.068
Maternal Lab History: ABSOLUTE LYMHS-postPregnancy:-0.067
Maternal Lab History: CREATININE VOLUME-postPregnancy:0.066
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.065
Maternal Lab History: MCV-otherPregnancy:-0.064
Maternal Procedure History:81000-postPregnancy:0.063
Maternal Lab History: CHOL:HDL RATIO-postPregnancy:0.062
Vital: HC Percentile-gain10to16 | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 14 | OR_unadj: 2.831 [0.516 15.536] | indivs AUC:0.513
Correlated most with:
Maternal Lab History: 1 HOUR-postPregnancy:0.099
Diagnosis:10ccs58:Ot nutrit dx:0.089
Maternal Diagnosis:9ccs126:Ot up rsp in-otherPregnancy:0.087
Lab:323825 STREP SCREEN THROAT - Sunrise:0.084
Newborn Diagnosis:9ccs219:Low birth wt:-0.082
Maternal Lab History: HDL CHOLESTEROL-postPregnancy:-0.081
Maternal Lab History: 1/2 HOUR-postPregnancy:0.080
Maternal Diagnosis:9ccs185:Long pregncy:0.072
Newborn Diagnosis:9ccs221:Resp distres:-0.071
Maternal Diagnosis:9ccs184:Early labor:-0.067
Diagnosis:9ccs216:Nerv cong an | coef 0.000 95% CI: [0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.506
Correlated most with:
Diagnosis:9ccs216:Nerv cong an:1.000
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.168
Newborn Diagnosis:9ccs95:Oth nerv dx:0.155
Maternal Diagnosis:9ccs5:HIV infectn:0.141
Maternal Lab History: URINE UROBILINOGEN-otherPregnancy:0.136
Maternal Lab History: URINE PROTEIN-otherPregnancy:0.120
Maternal Diagnosis:9ccs252:Fatigue-postPregnancy:0.113
Maternal Lab History: MONOCYTE-otherPregnancy:-0.113
Maternal Lab History: GLUCOSE-otherPregnancy:-0.113
Diagnosis:9ccs208:Acq foot def:0.102
Vital: HC Percentile-avg7to10 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.500
Correlated most with:
Diagnosis:9ccs117:Ot circul dx:0.089
Maternal Diagnosis:9ccs182:Hemorr preg:0.084
Diagnosis:9ccs259:Unclassified:0.080
Diagnosis:9ccs214:GI cong anom:-0.079
Diagnosis:9ccs167:Breast dx:0.072
Newborn Diagnosis:9ccs256:Exam/eval:0.072
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:-0.072
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:-0.070
Maternal Lab History: CHLORIDE-postPregnancy:0.069
Diagnosis:9ccs244:Other injury:0.063
Newborn Diagnosis:9ccs221:Resp distres | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 8 | OR_unadj: 0.804 [0.098 6.562] | indivs AUC:0.497
Correlated most with:
Maternal Lab History: MATERNAL WEIGHT-postPregnancy:0.106
Maternal Diagnosis:9ccs182:Hemorr preg-otherPregnancy:-0.080
Maternal Lab History: RUBEOLA AB (MEASLES)-postPregnancy:-0.080
Maternal Diagnosis:9ccs60:Acut p-h anm:0.080
Maternal Lab History: ALBUMIN-otherPregnancy:-0.077
Maternal Lab History: MONOS-otherPregnancy:-0.077
Maternal Diagnosis:9ccs149:Biliary dx:0.072
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:0.072
Maternal Diagnosis:9ccs9:Sexual Infxs-otherPregnancy:0.070
Maternal Lab History: ANION GAP-otherPregnancy:-0.070
Diagnosis:9ccs48:Thyroid dsor | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 6 | OR_unadj: nan [ nan nan] | indivs AUC:0.495
Correlated most with:
Diagnosis:9ccs48:Thyroid dsor:1.000
Diagnosis:9ccs83:Epilepsy/cnv:0.193
Diagnosis:9ccs51:Ot endo dsor:0.113
Maternal Diagnosis:9ccs197:Skin infectn-postPregnancy:0.109
Maternal Diagnosis:9ccs48:Thyroid dsor:0.109
Diagnosis:9ccs167:Breast dx:0.104
Maternal Diagnosis:9ccs182:Hemorr preg:0.083
Maternal Diagnosis:9ccs94:Other ear dx-postPregnancy:0.083
Diagnosis:9ccs247:Lymph enlarg:0.075
Diagnosis:9ccs7:Viral infect:0.070
Vital: HC Percentile-avg10to13 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 9 | OR_unadj: nan [ nan nan] | indivs AUC:0.498
Correlated most with:
Maternal Procedure History:96372-otherPregnancy:-0.100
Newborn Diagnosis:9ccs219:Low birth wt:-0.097
Maternal Lab History: GLUCOSE NON-FASTING-postPregnancy:-0.096
Maternal Diagnosis:9ccs184:Early labor:-0.095
Maternal Diagnosis:9ccs185:Long pregncy:0.090
Maternal Lab History: ABSOLUTE LYMHS-otherPregnancy:0.076
Maternal Lab History: NEUTROPHIL-otherPregnancy:0.074
Maternal Diagnosis:9ccs61:Sickle cell:-0.071
Maternal Procedure History:86580-postPregnancy:-0.070
Maternal Lab History: ABSOLUTE BASO-otherPregnancy:0.070
Diagnosis:9ccs62:Coag/hemr dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs62:Coag/hemr dx:1.000
Diagnosis:9ccs64:Ot hematl dx:0.155
Diagnosis:9ccs134:Ot uppr resp:0.150
Diagnosis:9ccs89:Blindness:0.150
Diagnosis:9ccs212:Ot bone dx:0.125
Diagnosis:9ccs251:Abdomnl pain:0.120
Maternal Diagnosis:9ccs7:Viral infect:0.115
Diagnosis:9ccs154:Gastroent:0.086
Lab:297262 HEMOGLOBIN (HEMOCUE):-0.066
Diagnosis:9ccs91:Other eye dx:0.063
* Vital: HC Percentile-gain13to19 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 7 | OR_unadj: 11.346 [1.025 125.601] | indivs AUC:0.523
Correlated most with:
Diagnosis:9ccs92:Otitis media:0.145
Maternal Lab History: APF MoM-otherPregnancy:0.124
Maternal Diagnosis:9ccs149:Biliary dx:0.085
Maternal Lab History: TP VOLUME-otherPregnancy:0.082
Maternal Diagnosis:9ccs183:HTN in preg:0.081
Diagnosis:9ccs124:Tonsillitis:0.081
Maternal Lab History: GFR in African American-postPregnancy:-0.078
Maternal Lab History: GFR Calculation-postPregnancy:-0.078
Maternal Lab History: FERRITIN-postPregnancy:-0.078
Maternal Diagnosis:9ccs238:Complic proc:0.076
Diagnosis:9ccs3:Oth bact inf | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 10 | OR_unadj: 2.431 [0.624 9.463] | indivs AUC:0.498
Correlated most with:
Diagnosis:9ccs3:Oth bact inf:1.000
Maternal Lab History: eGFR-postPregnancy:-0.109
Maternal Lab History: COLONY COUNT-otherPregnancy:0.107
Maternal Lab History: RUBELLA-otherPregnancy:0.106
Maternal Diagnosis:9ccs125:Bronchitis-postPregnancy:0.100
Maternal Lab History: URINE HEMOGLOBIN-otherPregnancy:0.097
Maternal Procedure History:99401-otherPregnancy:0.090
Maternal Lab History: EOSINOPHIL-postPregnancy:0.088
Maternal Lab History: MUMPS IGG-postPregnancy:-0.087
Diagnosis:9ccs159:UTI:0.085
Newborn Diagnosis:9ccs95:Oth nerv dx | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 5 | OR_unadj: 1.410 [0.157 12.665] | indivs AUC:0.498
Correlated most with:
Maternal Lab History: 24HR UR. TTL PROTEIN-postPregnancy:0.136
Maternal Diagnosis:9ccs247:Lymph enlarg-postPregnancy:-0.109
Maternal Lab History: 1 HOUR-postPregnancy:0.090
Maternal Lab History: CROWN RUMP LENGTH-otherPregnancy:0.090
Maternal Procedure History:96372-otherPregnancy:-0.088
Maternal Lab History: INHMOM-otherPregnancy:0.086
Maternal Lab History: ABSOLUTE EOS-postPregnancy:0.082
Diagnosis:9ccs92:Otitis media:0.077
Maternal Diagnosis:9ccs48:Thyroid dsor-otherPregnancy:-0.075
Maternal Diagnosis:9ccs143:Abdom hernia-postPregnancy:-0.073
Vital : 0.782078170185
MatDeliveryAge : 0.0130738143597
Number of Visits : 0.0121215776815
Census : 0.140077883817
Diagnosis : 0.0418892516855
Newborn Diagnosis : 0.00758550178834
Lab : 0.00317380048265
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_index_min_5_no_wt_bmi
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_results_min_5_no_wt_bmi
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_models_min_5_no_wt_bmi.pkl
-----------------------------------------------------
girls lasso_fts full lasso
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning) /home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.467, R^2 test: 0.362 Bootstrap CV 1, alpha = 0.005, R^2 train: 0.453, R^2 test: 0.368 Bootstrap CV 1, alpha = 0.01, R^2 train: 0.435, R^2 test: 0.385 Bootstrap CV 1, alpha = 0.1, R^2 train: 0.353, R^2 test: 0.361 best alpha via bootstrap CV: 0.01 AUC Train: 0.834, Explained Variance Score Train: 0.435 AUC Validation: 0.764, Explained Variance Score Validation: 0.220 AUC Test: 0.818, Explained Variance Score Test: 0.389
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.582, R^2 test: 0.294
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.540, R^2 test: 0.350
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.531, R^2 test: 0.366
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.466, R^2 test: 0.361
best alpha via bootstrap CV: 0.01
AUC Train: 0.888, Explained Variance Score Train: 0.531
AUC Validation: 0.700, Explained Variance Score Validation: 0.187
AUC Test: 0.810, Explained Variance Score Test: 0.366
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.359, R^2 test: 0.241
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.345, R^2 test: 0.298
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.336, R^2 test: 0.319
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.251, R^2 test: 0.326
best alpha via bootstrap CV: 0.1
AUC Train: 0.694, Explained Variance Score Train: 0.251
AUC Validation: 0.906, Explained Variance Score Validation: 0.318
AUC Test: 0.816, Explained Variance Score Test: 0.326
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.448, R^2 test: 0.318
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.386, R^2 test: 0.391
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.369, R^2 test: 0.372
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.289, R^2 test: 0.314
best alpha via bootstrap CV: 0.005
AUC Train: 0.803, Explained Variance Score Train: 0.386
AUC Validation: 0.834, Explained Variance Score Validation: 0.489
AUC Test: 0.831, Explained Variance Score Test: 0.391
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.390, R^2 test: 0.356
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.380, R^2 test: 0.390
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.365, R^2 test: 0.388
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.270, R^2 test: 0.353
best alpha via bootstrap CV: 0.005
AUC Train: 0.788, Explained Variance Score Train: 0.380
AUC Validation: 0.833, Explained Variance Score Validation: 0.370
AUC Test: 0.816, Explained Variance Score Test: 0.399
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.481, R^2 test: 0.284
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.471, R^2 test: 0.310
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.465, R^2 test: 0.317
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.399, R^2 test: 0.337
best alpha via bootstrap CV: 0.1
AUC Train: 0.837, Explained Variance Score Train: 0.399
AUC Validation: 0.880, Explained Variance Score Validation: 0.500
AUC Test: 0.831, Explained Variance Score Test: 0.403
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.569, R^2 test: 0.317
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.553, R^2 test: 0.371
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.547, R^2 test: 0.382
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.472, R^2 test: 0.402
best alpha via bootstrap CV: 0.1
AUC Train: 0.875, Explained Variance Score Train: 0.472
AUC Validation: 0.767, Explained Variance Score Validation: 0.291
AUC Test: 0.826, Explained Variance Score Test: 0.402
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.580, R^2 test: 0.319
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.572, R^2 test: 0.339
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.559, R^2 test: 0.343
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.483, R^2 test: 0.383
best alpha via bootstrap CV: 0.1
AUC Train: 0.852, Explained Variance Score Train: 0.483
AUC Validation: 0.818, Explained Variance Score Validation: 0.279
AUC Test: 0.819, Explained Variance Score Test: 0.389
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.565, R^2 test: 0.334
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.554, R^2 test: 0.347
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.540, R^2 test: 0.376
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.461, R^2 test: 0.359
best alpha via bootstrap CV: 0.01
AUC Train: 0.793, Explained Variance Score Train: 0.540
AUC Validation: 0.633, Explained Variance Score Validation: 0.065
AUC Test: 0.840, Explained Variance Score Test: 0.388
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.476, R^2 test: 0.152
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.469, R^2 test: 0.189
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.465, R^2 test: 0.207
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.382, R^2 test: 0.321
best alpha via bootstrap CV: 0.1
AUC Train: 0.829, Explained Variance Score Train: 0.382
AUC Validation: 0.798, Explained Variance Score Validation: 0.372
AUC Test: 0.817, Explained Variance Score Test: 0.343
total variables 34 and total subjects: 1698
->AUC validation: 0.793 95% CI: [0.745 , 0.841]
->AUC test: 0.822 95% CI: [0.817 , 0.828]
->Explained Variance (R2) validation: 0.309 95% CI: [0.231 , 0.388]
->Explained Variance (R2) test: 0.380 95% CI: [0.364 , 0.395]
Test set metrics:
@threshold:2.897, sens:0.000, spec:1.000, ppv:0.000, acc:0.858, f1:0.000, total+:0, total-:339
@threshold:2.219, sens:0.042, spec:1.000, ppv:1.000, acc:0.864, f1:0.080, total+:2, total-:337
@threshold:2.172, sens:0.062, spec:1.000, ppv:1.000, acc:0.867, f1:0.118, total+:3, total-:336
@threshold:2.087, sens:0.062, spec:0.997, ppv:0.750, acc:0.864, f1:0.115, total+:4, total-:335
@threshold:1.773, sens:0.083, spec:0.993, ppv:0.667, acc:0.864, f1:0.148, total+:6, total-:333
@threshold:1.675, sens:0.083, spec:0.990, ppv:0.571, acc:0.861, f1:0.145, total+:7, total-:332
@threshold:1.464, sens:0.104, spec:0.979, ppv:0.455, acc:0.855, f1:0.169, total+:11, total-:328
@threshold:1.463, sens:0.104, spec:0.976, ppv:0.417, acc:0.853, f1:0.167, total+:12, total-:327
@threshold:1.421, sens:0.125, spec:0.973, ppv:0.429, acc:0.853, f1:0.194, total+:14, total-:325
@threshold:1.348, sens:0.125, spec:0.969, ppv:0.400, acc:0.850, f1:0.190, total+:15, total-:324
@threshold:1.325, sens:0.146, spec:0.969, ppv:0.438, acc:0.853, f1:0.219, total+:16, total-:323
@threshold:1.214, sens:0.146, spec:0.966, ppv:0.412, acc:0.850, f1:0.215, total+:17, total-:322
@threshold:1.162, sens:0.167, spec:0.966, ppv:0.444, acc:0.853, f1:0.242, total+:18, total-:321
@threshold:1.152, sens:0.167, spec:0.962, ppv:0.421, acc:0.850, f1:0.239, total+:19, total-:320
@threshold:1.143, sens:0.188, spec:0.962, ppv:0.450, acc:0.853, f1:0.265, total+:20, total-:319
@threshold:1.138, sens:0.188, spec:0.959, ppv:0.429, acc:0.850, f1:0.261, total+:21, total-:318
@threshold:1.124, sens:0.208, spec:0.955, ppv:0.435, acc:0.850, f1:0.282, total+:23, total-:316
@threshold:1.121, sens:0.208, spec:0.952, ppv:0.417, acc:0.847, f1:0.278, total+:24, total-:315
@threshold:1.099, sens:0.229, spec:0.952, ppv:0.440, acc:0.850, f1:0.301, total+:25, total-:314
@threshold:1.027, sens:0.250, spec:0.948, ppv:0.444, acc:0.850, f1:0.320, total+:27, total-:312
@threshold:1.006, sens:0.271, spec:0.945, ppv:0.448, acc:0.850, f1:0.338, total+:29, total-:310
@threshold:1.003, sens:0.271, spec:0.942, ppv:0.433, acc:0.847, f1:0.333, total+:30, total-:309
@threshold:0.969, sens:0.292, spec:0.942, ppv:0.452, acc:0.850, f1:0.354, total+:31, total-:308
@threshold:0.965, sens:0.312, spec:0.938, ppv:0.455, acc:0.850, f1:0.370, total+:33, total-:306
@threshold:0.942, sens:0.333, spec:0.938, ppv:0.471, acc:0.853, f1:0.390, total+:34, total-:305
@threshold:0.932, sens:0.354, spec:0.935, ppv:0.472, acc:0.853, f1:0.405, total+:36, total-:303
@threshold:0.928, sens:0.375, spec:0.935, ppv:0.486, acc:0.855, f1:0.424, total+:37, total-:302
@threshold:0.832, sens:0.396, spec:0.931, ppv:0.487, acc:0.855, f1:0.437, total+:39, total-:300
@threshold:0.747, sens:0.417, spec:0.918, ppv:0.455, acc:0.847, f1:0.435, total+:44, total-:295
@threshold:0.743, sens:0.417, spec:0.914, ppv:0.444, acc:0.844, f1:0.430, total+:45, total-:294
@threshold:0.730, sens:0.438, spec:0.914, ppv:0.457, acc:0.847, f1:0.447, total+:46, total-:293
@threshold:0.720, sens:0.438, spec:0.911, ppv:0.447, acc:0.844, f1:0.442, total+:47, total-:292
@threshold:0.683, sens:0.458, spec:0.907, ppv:0.449, acc:0.844, f1:0.454, total+:49, total-:290
@threshold:0.683, sens:0.458, spec:0.904, ppv:0.440, acc:0.841, f1:0.449, total+:50, total-:289
@threshold:0.632, sens:0.479, spec:0.893, ppv:0.426, acc:0.835, f1:0.451, total+:54, total-:285
@threshold:0.630, sens:0.479, spec:0.890, ppv:0.418, acc:0.832, f1:0.447, total+:55, total-:284
@threshold:0.612, sens:0.500, spec:0.883, ppv:0.414, acc:0.829, f1:0.453, total+:58, total-:281
@threshold:0.597, sens:0.500, spec:0.880, ppv:0.407, acc:0.826, f1:0.449, total+:59, total-:280
@threshold:0.588, sens:0.521, spec:0.880, ppv:0.417, acc:0.829, f1:0.463, total+:60, total-:279
@threshold:0.567, sens:0.521, spec:0.876, ppv:0.410, acc:0.826, f1:0.459, total+:61, total-:278
@threshold:0.563, sens:0.542, spec:0.876, ppv:0.419, acc:0.829, f1:0.473, total+:62, total-:277
@threshold:0.559, sens:0.542, spec:0.873, ppv:0.413, acc:0.826, f1:0.468, total+:63, total-:276
@threshold:0.500, sens:0.562, spec:0.859, ppv:0.397, acc:0.817, f1:0.466, total+:68, total-:271
@threshold:0.489, sens:0.562, spec:0.856, ppv:0.391, acc:0.814, f1:0.462, total+:69, total-:270
@threshold:0.468, sens:0.583, spec:0.852, ppv:0.394, acc:0.814, f1:0.471, total+:71, total-:268
@threshold:0.466, sens:0.583, spec:0.849, ppv:0.389, acc:0.811, f1:0.467, total+:72, total-:267
@threshold:0.416, sens:0.604, spec:0.835, ppv:0.377, acc:0.802, f1:0.464, total+:77, total-:262
@threshold:0.371, sens:0.604, spec:0.832, ppv:0.372, acc:0.799, f1:0.460, total+:78, total-:261
@threshold:0.356, sens:0.625, spec:0.825, ppv:0.370, acc:0.796, f1:0.465, total+:81, total-:258
@threshold:0.343, sens:0.625, spec:0.821, ppv:0.366, acc:0.794, f1:0.462, total+:82, total-:257
@threshold:0.322, sens:0.646, spec:0.818, ppv:0.369, acc:0.794, f1:0.470, total+:84, total-:255
@threshold:0.313, sens:0.646, spec:0.814, ppv:0.365, acc:0.791, f1:0.466, total+:85, total-:254
@threshold:0.284, sens:0.667, spec:0.808, ppv:0.364, acc:0.788, f1:0.471, total+:88, total-:251
@threshold:0.260, sens:0.667, spec:0.804, ppv:0.360, acc:0.785, f1:0.467, total+:89, total-:250
@threshold:0.256, sens:0.688, spec:0.797, ppv:0.359, acc:0.782, f1:0.471, total+:92, total-:247
@threshold:0.243, sens:0.688, spec:0.794, ppv:0.355, acc:0.779, f1:0.468, total+:93, total-:246
@threshold:0.200, sens:0.708, spec:0.777, ppv:0.343, acc:0.767, f1:0.463, total+:99, total-:240
@threshold:0.194, sens:0.708, spec:0.773, ppv:0.340, acc:0.764, f1:0.459, total+:100, total-:239
@threshold:0.166, sens:0.729, spec:0.763, ppv:0.337, acc:0.758, f1:0.461, total+:104, total-:235
@threshold:0.164, sens:0.729, spec:0.759, ppv:0.333, acc:0.755, f1:0.458, total+:105, total-:234
@threshold:0.132, sens:0.750, spec:0.742, ppv:0.324, acc:0.743, f1:0.453, total+:111, total-:228
@threshold:0.129, sens:0.750, spec:0.739, ppv:0.321, acc:0.740, f1:0.450, total+:112, total-:227
@threshold:0.109, sens:0.771, spec:0.735, ppv:0.325, acc:0.740, f1:0.457, total+:114, total-:225
@threshold:0.094, sens:0.771, spec:0.732, ppv:0.322, acc:0.737, f1:0.454, total+:115, total-:224
@threshold:0.059, sens:0.792, spec:0.704, ppv:0.306, acc:0.717, f1:0.442, total+:124, total-:215
@threshold:0.059, sens:0.792, spec:0.701, ppv:0.304, acc:0.714, f1:0.439, total+:125, total-:214
@threshold:-0.019, sens:0.812, spec:0.660, ppv:0.283, acc:0.681, f1:0.419, total+:138, total-:201
@threshold:-0.020, sens:0.812, spec:0.656, ppv:0.281, acc:0.678, f1:0.417, total+:139, total-:200
@threshold:-0.037, sens:0.833, spec:0.646, ppv:0.280, acc:0.673, f1:0.419, total+:143, total-:196
@threshold:-0.040, sens:0.833, spec:0.643, ppv:0.278, acc:0.670, f1:0.417, total+:144, total-:195
@threshold:-0.055, sens:0.854, spec:0.636, ppv:0.279, acc:0.667, f1:0.421, total+:147, total-:192
@threshold:-0.057, sens:0.854, spec:0.632, ppv:0.277, acc:0.664, f1:0.418, total+:148, total-:191
@threshold:-0.078, sens:0.854, spec:0.608, ppv:0.265, acc:0.643, f1:0.404, total+:155, total-:184
@threshold:-0.080, sens:0.854, spec:0.605, ppv:0.263, acc:0.640, f1:0.402, total+:156, total-:183
@threshold:-0.230, sens:0.875, spec:0.474, ppv:0.215, acc:0.531, f1:0.346, total+:195, total-:144
@threshold:-0.231, sens:0.875, spec:0.471, ppv:0.214, acc:0.528, f1:0.344, total+:196, total-:143
@threshold:-0.286, sens:0.896, spec:0.440, ppv:0.209, acc:0.504, f1:0.339, total+:206, total-:133
@threshold:-0.288, sens:0.896, spec:0.436, ppv:0.208, acc:0.501, f1:0.337, total+:207, total-:132
@threshold:-0.333, sens:0.917, spec:0.405, ppv:0.203, acc:0.478, f1:0.332, total+:217, total-:122
@threshold:-0.336, sens:0.917, spec:0.402, ppv:0.202, acc:0.475, f1:0.331, total+:218, total-:121
@threshold:-0.370, sens:0.938, spec:0.371, ppv:0.197, acc:0.451, f1:0.326, total+:228, total-:111
@threshold:-0.374, sens:0.938, spec:0.368, ppv:0.197, acc:0.448, f1:0.325, total+:229, total-:110
@threshold:-0.469, sens:0.958, spec:0.285, ppv:0.181, acc:0.381, f1:0.305, total+:254, total-:85
@threshold:-0.472, sens:0.958, spec:0.282, ppv:0.180, acc:0.378, f1:0.304, total+:255, total-:84
@threshold:-0.912, sens:0.979, spec:0.079, ppv:0.149, acc:0.206, f1:0.259, total+:315, total-:24
@threshold:-0.920, sens:0.979, spec:0.076, ppv:0.149, acc:0.204, f1:0.258, total+:316, total-:23
@threshold:-2.503, sens:1.000, spec:0.003, ppv:0.142, acc:0.145, f1:0.249, total+:338, total-:1
* Vital: BMI-latest | coef 0.137 95% CI: [0.030 , 0.244] | OR_adj 1.147 [1.031 1.276] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.792
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.010
MatDeliveryAge:0.001
* Vital: BMI-avg16to19 | coef 0.126 95% CI: [0.006 , 0.245] | OR_adj 1.134 [1.006 1.278] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.737
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.026
MatDeliveryAge:-0.021
* Vital: BMI-avg13to16 | coef 0.093 95% CI: [0.014 , 0.173] | OR_adj 1.098 [1.014 1.188] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.789
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.012
MatDeliveryAge:-0.005
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004
* Vital: Wt Change-avg19to24 | coef 0.080 95% CI: [0.025 , 0.136] | OR_adj 1.084 [1.025 1.146] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.573
Correlated most with:
MatDeliveryAge:-0.023
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.021
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001
* Vital: Wt for Length ZScore-latest | coef 0.069 95% CI: [-0.004 , 0.142] | OR_adj 1.072 [0.996 1.152] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.788
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.053
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.014
MatDeliveryAge:-0.004
* Vital: Wt-postPregnancy | coef 0.067 95% CI: [0.005 , 0.130] | OR_adj 1.069 [1.005 1.138] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.646
Correlated most with:
MatDeliveryAge:0.124
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.022
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.001
* Vital: BMI-avg19to24 | coef 0.058 95% CI: [-0.001 , 0.117] | OR_adj 1.060 [0.999 1.124] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.786
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.045
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.039
MatDeliveryAge:-0.013
* Vital: BMI-gain0to24 | coef 0.058 95% CI: [-0.037 , 0.153] | OR_adj 1.060 [0.963 1.166] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.778
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.038
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.034
MatDeliveryAge:-0.010
* Vital: Wt for Length ZScore-avg3to5 | coef 0.054 95% CI: [0.024 , 0.084] | OR_adj 1.055 [1.024 1.087] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.612
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.046
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.023
MatDeliveryAge:-0.002
* Vital: Wt-gain0to24 | coef 0.047 95% CI: [0.010 , 0.084] | OR_adj 1.048 [1.010 1.087] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.768
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.040
MatDeliveryAge:-0.003
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.002
* Vital: Wt-avg16to19 | coef 0.042 95% CI: [-0.016 , 0.100] | OR_adj 1.043 [0.984 1.105] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.745
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.045
MatDeliveryAge:-0.040
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.014
* Vital: Wt for Len Percentile-avg16to19 | coef -0.034 95% CI: [-0.065 , -0.002] | OR_adj 0.967 [0.937 0.998] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.754
Correlated most with:
MatDeliveryAge:-0.056
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.033
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.029
* Vital: Wt-latest | coef 0.033 95% CI: [0.007 , 0.059] | OR_adj 1.034 [1.008 1.061] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.772
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.057
MatDeliveryAge:0.048
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.005
* Vital: Wt-avg19to24 | coef 0.032 95% CI: [0.005 , 0.059] | OR_adj 1.033 [1.005 1.061] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.786
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.054
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
MatDeliveryAge:-0.005
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.032 95% CI: [-0.006 , 0.070] | OR_adj 1.033 [0.994 1.073] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.534
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.030
MatDeliveryAge:0.011
* Vital: Wt Percentile-latest | coef 0.029 95% CI: [-0.000 , 0.058] | OR_adj 1.029 [1.000 1.060] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.701
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.010
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.010
MatDeliveryAge:0.002
* Vital: Wt for Length Zscore-avg10to13 | coef 0.017 95% CI: [0.002 , 0.032] | OR_adj 1.017 [1.002 1.033] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.778
Correlated most with:
MatDeliveryAge:-0.028
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.009
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.007
* Vital: Wt for Length ZScore-avg16to19 | coef -0.016 95% CI: [-0.070 , 0.038] | OR_adj 0.984 [0.932 1.039] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.755
Correlated most with:
MatDeliveryAge:-0.034
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.032
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.028
* Vital: Wt for Length ZScore-avg1to3 | coef 0.015 95% CI: [-0.011 , 0.040] | OR_adj 1.015 [0.989 1.041] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.573
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.038
MatDeliveryAge:0.021
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.007
* Vital: Wt for Length ZScore-avg13to16 | coef 0.015 95% CI: [-0.015 , 0.044] | OR_adj 1.015 [0.985 1.045] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.790
Correlated most with:
MatDeliveryAge:-0.019
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004
* Vital: Wt for Len Percentile-avg13to16 | coef -0.014 95% CI: [-0.064 , 0.036] | OR_adj 0.986 [0.938 1.037] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.796
Correlated most with:
MatDeliveryAge:-0.021
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.005
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.000
Vital: HC-latest | coef 0.010 95% CI: [-0.006 , 0.026] | OR_adj 1.010 [0.994 1.026] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.629
Correlated most with:
MatDeliveryAge:0.058
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.058
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.022
* Vital: Wt for Length ZScore-avg7to10 | coef 0.009 95% CI: [-0.018 , 0.037] | OR_adj 1.009 [0.982 1.037] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.739
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.035
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.022
MatDeliveryAge:-0.013
* Vital: BMI-avg10to13 | coef 0.009 95% CI: [-0.005 , 0.023] | OR_adj 1.009 [0.995 1.023] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.767
Correlated most with:
MatDeliveryAge:-0.024
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.024
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.005
* Vital: Wt-avg13to16 | coef -0.008 95% CI: [-0.040 , 0.024] | OR_adj 0.992 [0.961 1.024] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.768
Correlated most with:
MatDeliveryAge:-0.021
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.016
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001
* Vital: BMI-avg7to10 | coef 0.008 95% CI: [-0.008 , 0.023] | OR_adj 1.008 [0.992 1.024] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.715
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.035
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.029
MatDeliveryAge:-0.001
Vital: Temp-latest | coef 0.007 95% CI: [0.000 , 0.014] | OR_adj 1.007 [1.000 1.014] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.593
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.016
MatDeliveryAge:-0.011
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef -0.006 95% CI: [-0.016 , 0.004] | OR_adj 0.994 [0.984 1.004] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.493
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030
MatDeliveryAge:0.012
MatDeliveryAge | coef 0.005 95% CI: [-0.012 , 0.022] | OR_adj 1.005 [0.988 1.022] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.527
Correlated most with:
MatDeliveryAge:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.012
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
* Vital: Wt Change-latest | coef 0.005 95% CI: [-0.041 , 0.051] | OR_adj 1.005 [0.960 1.052] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.543
Correlated most with:
MatDeliveryAge:-0.023
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.011
Vital: Ht Percentile-gain16to24 | coef 0.003 95% CI: [-0.031 , 0.037] | OR_adj 1.003 [0.969 1.037] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.582
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.051
MatDeliveryAge:-0.039
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.002
Vital: Wt for Len Percentile-gain5to10 | coef 0.001 95% CI: [-0.020 , 0.021] | OR_adj 1.001 [0.981 1.021] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.548
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030
MatDeliveryAge:-0.010
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.008
Vital: Temp-avg0to1 | coef -0.001 95% CI: [-0.002 , 0.001] | OR_adj 0.999 [0.998 1.001] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.528
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.013
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.009
MatDeliveryAge:0.000
* Vital: Wt for Length ZScore-gain0to24 | coef 0.000 95% CI: [-0.000 , 0.000] | OR_adj 1.000 [1.000 1.000] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.788
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.053
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.014
MatDeliveryAge:-0.004
Vital : 0.950192094477
Census : 0.0263531572428
MatDeliveryAge : 0.00506000317728
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_index_lasso_fts_full
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_results_lasso_fts_full
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_models_lasso_fts_full.pkl
-----------------------------------------------------
girls lasso_fts full randomforest
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.919, R^2 test: 0.282
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.872, R^2 test: 0.304
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.722, R^2 test: 0.329
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.651, R^2 test: 0.315
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.957, Explained Variance Score Train: 0.723
AUC Validation: 0.841, Explained Variance Score Validation: 0.195
AUC Test: 0.802, Explained Variance Score Test: 0.330
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.886, R^2 test: 0.247
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.831, R^2 test: 0.272
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.666, R^2 test: 0.271
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.586, R^2 test: 0.268
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.988, Explained Variance Score Train: 0.832
AUC Validation: 0.799, Explained Variance Score Validation: 0.324
AUC Test: 0.779, Explained Variance Score Test: 0.275
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.880, R^2 test: 0.323
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.823, R^2 test: 0.332
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.644, R^2 test: 0.313
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.565, R^2 test: 0.309
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.974, Explained Variance Score Train: 0.823
AUC Validation: 0.783, Explained Variance Score Validation: 0.297
AUC Test: 0.819, Explained Variance Score Test: 0.332
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.284
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.850, R^2 test: 0.301
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.694, R^2 test: 0.303
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.625, R^2 test: 0.296
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.916, Explained Variance Score Train: 0.694
AUC Validation: 0.772, Explained Variance Score Validation: 0.268
AUC Test: 0.780, Explained Variance Score Test: 0.308
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.834, R^2 test: 0.304
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.765, R^2 test: 0.323
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.572, R^2 test: 0.304
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.498, R^2 test: 0.297
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.984, Explained Variance Score Train: 0.765
AUC Validation: 0.641, Explained Variance Score Validation: 0.100
AUC Test: 0.804, Explained Variance Score Test: 0.335
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.893, R^2 test: 0.287
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.842, R^2 test: 0.294
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.672, R^2 test: 0.281
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.599, R^2 test: 0.269
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.974, Explained Variance Score Train: 0.842
AUC Validation: 0.744, Explained Variance Score Validation: 0.197
AUC Test: 0.793, Explained Variance Score Test: 0.294
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.904, R^2 test: 0.315
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.860, R^2 test: 0.317
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.702, R^2 test: 0.308
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.627, R^2 test: 0.310
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.991, Explained Variance Score Train: 0.861
AUC Validation: 0.747, Explained Variance Score Validation: 0.103
AUC Test: 0.819, Explained Variance Score Test: 0.325
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.889, R^2 test: 0.306
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.778, R^2 test: 0.300
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.597, R^2 test: 0.292
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.526, R^2 test: 0.290
best alpha via bootstrap CV: (3000, 2, 1)
AUC Train: 0.988, Explained Variance Score Train: 0.889
AUC Validation: 0.655, Explained Variance Score Validation: 0.055
AUC Test: 0.803, Explained Variance Score Test: 0.307
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.849, R^2 test: 0.324
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.806, R^2 test: 0.322
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.657, R^2 test: 0.319
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.586, R^2 test: 0.312
best alpha via bootstrap CV: (3000, 2, 1)
AUC Train: 0.978, Explained Variance Score Train: 0.849
AUC Validation: 0.613, Explained Variance Score Validation: 0.118
AUC Test: 0.803, Explained Variance Score Test: 0.325
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: 0.316
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.871, R^2 test: 0.311
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.739, R^2 test: 0.314
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.666, R^2 test: 0.317
best alpha via bootstrap CV: (3000, 2, 1)
AUC Train: 0.989, Explained Variance Score Train: 0.909
AUC Validation: 0.817, Explained Variance Score Validation: 0.385
AUC Test: 0.804, Explained Variance Score Test: 0.319
total variables 34 and total subjects: 1698
->AUC validation: 0.741 95% CI: [0.695 , 0.788]
->AUC test: 0.801 95% CI: [0.793 , 0.809]
->Explained Variance (R2) validation: 0.204 95% CI: [0.139 , 0.269]
->Explained Variance (R2) test: 0.315 95% CI: [0.304 , 0.326]
Test set metrics:
@threshold:2.319, sens:0.000, spec:1.000, ppv:0.000, acc:0.864, f1:0.000, total+:0, total-:339
@threshold:2.264, sens:0.022, spec:1.000, ppv:1.000, acc:0.867, f1:0.043, total+:1, total-:338
@threshold:2.211, sens:0.022, spec:0.997, ppv:0.500, acc:0.864, f1:0.042, total+:2, total-:337
@threshold:1.972, sens:0.043, spec:0.997, ppv:0.667, acc:0.867, f1:0.082, total+:3, total-:336
@threshold:1.341, sens:0.109, spec:0.993, ppv:0.714, acc:0.873, f1:0.189, total+:7, total-:332
@threshold:1.142, sens:0.130, spec:0.986, ppv:0.600, acc:0.870, f1:0.214, total+:10, total-:329
@threshold:1.108, sens:0.152, spec:0.983, ppv:0.583, acc:0.870, f1:0.241, total+:12, total-:327
@threshold:1.057, sens:0.174, spec:0.980, ppv:0.571, acc:0.870, f1:0.267, total+:14, total-:325
@threshold:1.033, sens:0.174, spec:0.976, ppv:0.533, acc:0.867, f1:0.262, total+:15, total-:324
@threshold:1.029, sens:0.196, spec:0.976, ppv:0.562, acc:0.870, f1:0.290, total+:16, total-:323
@threshold:0.997, sens:0.239, spec:0.973, ppv:0.579, acc:0.873, f1:0.338, total+:19, total-:320
@threshold:0.986, sens:0.261, spec:0.973, ppv:0.600, acc:0.876, f1:0.364, total+:20, total-:319
@threshold:0.984, sens:0.261, spec:0.969, ppv:0.571, acc:0.873, f1:0.358, total+:21, total-:318
@threshold:0.894, sens:0.283, spec:0.942, ppv:0.433, acc:0.853, f1:0.342, total+:30, total-:309
@threshold:0.890, sens:0.283, spec:0.939, ppv:0.419, acc:0.850, f1:0.338, total+:31, total-:308
@threshold:0.882, sens:0.304, spec:0.939, ppv:0.438, acc:0.853, f1:0.359, total+:32, total-:307
@threshold:0.865, sens:0.304, spec:0.935, ppv:0.424, acc:0.850, f1:0.354, total+:33, total-:306
@threshold:0.837, sens:0.326, spec:0.932, ppv:0.429, acc:0.850, f1:0.370, total+:35, total-:304
@threshold:0.817, sens:0.326, spec:0.928, ppv:0.417, acc:0.847, f1:0.366, total+:36, total-:303
@threshold:0.754, sens:0.348, spec:0.901, ppv:0.356, acc:0.826, f1:0.352, total+:45, total-:294
@threshold:0.735, sens:0.348, spec:0.898, ppv:0.348, acc:0.823, f1:0.348, total+:46, total-:293
@threshold:0.727, sens:0.370, spec:0.894, ppv:0.354, acc:0.823, f1:0.362, total+:48, total-:291
@threshold:0.700, sens:0.391, spec:0.891, ppv:0.360, acc:0.823, f1:0.375, total+:50, total-:289
@threshold:0.674, sens:0.413, spec:0.874, ppv:0.339, acc:0.811, f1:0.373, total+:56, total-:283
@threshold:0.659, sens:0.435, spec:0.870, ppv:0.345, acc:0.811, f1:0.385, total+:58, total-:281
@threshold:0.647, sens:0.457, spec:0.870, ppv:0.356, acc:0.814, f1:0.400, total+:59, total-:280
@threshold:0.632, sens:0.457, spec:0.867, ppv:0.350, acc:0.811, f1:0.396, total+:60, total-:279
@threshold:0.623, sens:0.478, spec:0.863, ppv:0.355, acc:0.811, f1:0.407, total+:62, total-:277
@threshold:0.622, sens:0.478, spec:0.860, ppv:0.349, acc:0.808, f1:0.404, total+:63, total-:276
@threshold:0.617, sens:0.500, spec:0.857, ppv:0.354, acc:0.808, f1:0.414, total+:65, total-:274
@threshold:0.615, sens:0.500, spec:0.853, ppv:0.348, acc:0.805, f1:0.411, total+:66, total-:273
@threshold:0.572, sens:0.522, spec:0.833, ppv:0.329, acc:0.791, f1:0.403, total+:73, total-:266
@threshold:0.559, sens:0.565, spec:0.829, ppv:0.342, acc:0.794, f1:0.426, total+:76, total-:263
@threshold:0.525, sens:0.587, spec:0.816, ppv:0.333, acc:0.785, f1:0.425, total+:81, total-:258
@threshold:0.500, sens:0.587, spec:0.812, ppv:0.329, acc:0.782, f1:0.422, total+:82, total-:257
@threshold:0.477, sens:0.609, spec:0.809, ppv:0.333, acc:0.782, f1:0.431, total+:84, total-:255
@threshold:0.430, sens:0.652, spec:0.805, ppv:0.345, acc:0.785, f1:0.451, total+:87, total-:252
@threshold:0.417, sens:0.674, spec:0.805, ppv:0.352, acc:0.788, f1:0.463, total+:88, total-:251
@threshold:0.410, sens:0.674, spec:0.802, ppv:0.348, acc:0.785, f1:0.459, total+:89, total-:250
@threshold:0.392, sens:0.696, spec:0.799, ppv:0.352, acc:0.785, f1:0.467, total+:91, total-:248
@threshold:0.391, sens:0.696, spec:0.795, ppv:0.348, acc:0.782, f1:0.464, total+:92, total-:247
@threshold:0.363, sens:0.717, spec:0.785, ppv:0.344, acc:0.776, f1:0.465, total+:96, total-:243
@threshold:0.356, sens:0.717, spec:0.782, ppv:0.340, acc:0.773, f1:0.462, total+:97, total-:242
@threshold:0.353, sens:0.739, spec:0.782, ppv:0.347, acc:0.776, f1:0.472, total+:98, total-:241
@threshold:0.353, sens:0.739, spec:0.778, ppv:0.343, acc:0.773, f1:0.469, total+:99, total-:240
@threshold:0.296, sens:0.761, spec:0.744, ppv:0.318, acc:0.746, f1:0.449, total+:110, total-:229
@threshold:0.294, sens:0.761, spec:0.741, ppv:0.315, acc:0.743, f1:0.446, total+:111, total-:228
@threshold:0.244, sens:0.783, spec:0.700, ppv:0.290, acc:0.711, f1:0.424, total+:124, total-:215
@threshold:0.239, sens:0.783, spec:0.696, ppv:0.288, acc:0.708, f1:0.421, total+:125, total-:214
@threshold:0.191, sens:0.804, spec:0.669, ppv:0.276, acc:0.687, f1:0.411, total+:134, total-:205
@threshold:0.185, sens:0.804, spec:0.666, ppv:0.274, acc:0.684, f1:0.409, total+:135, total-:204
@threshold:0.116, sens:0.826, spec:0.645, ppv:0.268, acc:0.670, f1:0.404, total+:142, total-:197
@threshold:0.115, sens:0.826, spec:0.642, ppv:0.266, acc:0.667, f1:0.402, total+:143, total-:196
@threshold:0.027, sens:0.848, spec:0.597, ppv:0.248, acc:0.631, f1:0.384, total+:157, total-:182
@threshold:0.022, sens:0.848, spec:0.594, ppv:0.247, acc:0.628, f1:0.382, total+:158, total-:181
@threshold:-0.055, sens:0.870, spec:0.532, ppv:0.226, acc:0.578, f1:0.359, total+:177, total-:162
@threshold:-0.059, sens:0.870, spec:0.529, ppv:0.225, acc:0.575, f1:0.357, total+:178, total-:161
@threshold:-0.138, sens:0.891, spec:0.447, ppv:0.202, acc:0.507, f1:0.329, total+:203, total-:136
@threshold:-0.139, sens:0.891, spec:0.444, ppv:0.201, acc:0.504, f1:0.328, total+:204, total-:135
@threshold:-0.189, sens:0.891, spec:0.403, ppv:0.190, acc:0.469, f1:0.313, total+:216, total-:123
@threshold:-0.200, sens:0.913, spec:0.399, ppv:0.193, acc:0.469, f1:0.318, total+:218, total-:121
@threshold:-0.298, sens:0.935, spec:0.307, ppv:0.175, acc:0.392, f1:0.295, total+:246, total-:93
@threshold:-0.311, sens:0.957, spec:0.304, ppv:0.177, acc:0.392, f1:0.299, total+:248, total-:91
@threshold:-0.369, sens:0.978, spec:0.253, ppv:0.170, acc:0.351, f1:0.290, total+:264, total-:75
@threshold:-0.372, sens:0.978, spec:0.249, ppv:0.170, acc:0.348, f1:0.289, total+:265, total-:74
@threshold:-0.916, sens:1.000, spec:0.003, ppv:0.136, acc:0.139, f1:0.240, total+:338, total-:1
* Vital: BMI-latest | coef 0.092 95% CI: [0.030 , 0.154] | OR_adj 1.096 [1.030 1.167] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.772
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.010
MatDeliveryAge:0.001
* Vital: BMI-avg19to24 | coef 0.079 95% CI: [0.052 , 0.106] | OR_adj 1.082 [1.054 1.111] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.750
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.045
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.039
MatDeliveryAge:-0.013
* Vital: BMI-gain0to24 | coef 0.065 95% CI: [0.046 , 0.084] | OR_adj 1.067 [1.047 1.088] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.744
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.038
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.034
MatDeliveryAge:-0.010
* Vital: BMI-avg16to19 | coef 0.062 95% CI: [0.022 , 0.101] | OR_adj 1.064 [1.023 1.106] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.749
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.026
MatDeliveryAge:-0.021
* Vital: Wt-postPregnancy | coef 0.048 95% CI: [0.027 , 0.068] | OR_adj 1.049 [1.027 1.071] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.620
Correlated most with:
MatDeliveryAge:0.124
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.022
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.001
* Vital: Wt for Length ZScore-gain0to24 | coef 0.042 95% CI: [0.025 , 0.058] | OR_adj 1.042 [1.025 1.060] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.763
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.053
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.014
MatDeliveryAge:-0.004
* Vital: Wt for Length ZScore-latest | coef 0.041 95% CI: [0.025 , 0.057] | OR_adj 1.042 [1.025 1.059] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.763
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.053
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.014
MatDeliveryAge:-0.004
MatDeliveryAge | coef 0.039 95% CI: [0.030 , 0.048] | OR_adj 1.040 [1.031 1.049] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.519
Correlated most with:
MatDeliveryAge:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.012
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
* Vital: BMI-avg13to16 | coef 0.033 95% CI: [0.027 , 0.038] | OR_adj 1.033 [1.028 1.039] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.708
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.012
MatDeliveryAge:-0.005
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004
* Vital: Wt-latest | coef 0.030 95% CI: [0.021 , 0.038] | OR_adj 1.030 [1.022 1.038] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.748
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.057
MatDeliveryAge:0.048
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.005
* Vital: Wt for Length ZScore-avg3to5 | coef 0.028 95% CI: [0.023 , 0.032] | OR_adj 1.028 [1.023 1.033] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.629
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.046
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.023
MatDeliveryAge:-0.002
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.027 95% CI: [0.017 , 0.037] | OR_adj 1.027 [1.017 1.037] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.505
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030
MatDeliveryAge:0.012
* Vital: Wt for Length ZScore-avg13to16 | coef 0.027 95% CI: [0.020 , 0.033] | OR_adj 1.027 [1.020 1.034] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.726
Correlated most with:
MatDeliveryAge:-0.019
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004
* Vital: Wt-avg13to16 | coef 0.026 95% CI: [0.013 , 0.040] | OR_adj 1.027 [1.013 1.041] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.723
Correlated most with:
MatDeliveryAge:-0.021
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.016
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.026 95% CI: [0.019 , 0.032] | OR_adj 1.026 [1.019 1.032] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.543
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.030
MatDeliveryAge:0.011
* Vital: Wt-avg19to24 | coef 0.026 95% CI: [0.011 , 0.040] | OR_adj 1.026 [1.011 1.040] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.744
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.054
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
MatDeliveryAge:-0.005
* Vital: Wt for Length ZScore-avg1to3 | coef 0.023 95% CI: [0.019 , 0.027] | OR_adj 1.023 [1.019 1.028] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.669
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.038
MatDeliveryAge:0.021
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.007
* Vital: Wt for Length ZScore-avg16to19 | coef 0.023 95% CI: [0.016 , 0.030] | OR_adj 1.023 [1.017 1.030] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.752
Correlated most with:
MatDeliveryAge:-0.034
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.032
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.028
Vital: Temp-latest | coef 0.021 95% CI: [0.019 , 0.024] | OR_adj 1.022 [1.019 1.024] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.486
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.016
MatDeliveryAge:-0.011
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Vital: HC-latest | coef 0.021 95% CI: [0.017 , 0.026] | OR_adj 1.022 [1.017 1.026] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.644
Correlated most with:
MatDeliveryAge:0.058
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.058
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.022
* Vital: Wt for Length Zscore-avg10to13 | coef 0.021 95% CI: [0.014 , 0.028] | OR_adj 1.021 [1.014 1.028] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.681
Correlated most with:
MatDeliveryAge:-0.028
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.009
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.007
Vital: Wt for Len Percentile-gain5to10 | coef 0.020 95% CI: [0.014 , 0.027] | OR_adj 1.020 [1.014 1.027] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.523
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030
MatDeliveryAge:-0.010
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.008
Vital: Temp-avg0to1 | coef 0.020 95% CI: [0.016 , 0.024] | OR_adj 1.020 [1.016 1.024] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.473
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.013
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.009
MatDeliveryAge:0.000
* Vital: Wt-avg16to19 | coef 0.019 95% CI: [0.012 , 0.027] | OR_adj 1.020 [1.012 1.027] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.752
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.045
MatDeliveryAge:-0.040
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.014
* Vital: Wt for Len Percentile-avg13to16 | coef 0.017 95% CI: [0.010 , 0.024] | OR_adj 1.017 [1.010 1.024] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.729
Correlated most with:
MatDeliveryAge:-0.021
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.005
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.000
* Vital: BMI-avg10to13 | coef 0.017 95% CI: [0.015 , 0.019] | OR_adj 1.017 [1.015 1.019] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.671
Correlated most with:
MatDeliveryAge:-0.024
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.024
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.005
* Vital: Wt-gain0to24 | coef 0.017 95% CI: [0.013 , 0.020] | OR_adj 1.017 [1.013 1.021] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.744
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.040
MatDeliveryAge:-0.003
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.002
* Vital: BMI-avg7to10 | coef 0.016 95% CI: [0.013 , 0.019] | OR_adj 1.016 [1.013 1.020] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.701
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.035
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.029
MatDeliveryAge:-0.001
* Vital: Wt Percentile-latest | coef 0.015 95% CI: [0.011 , 0.018] | OR_adj 1.015 [1.011 1.019] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.688
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.010
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.010
MatDeliveryAge:0.002
* Vital: Wt for Length ZScore-avg7to10 | coef 0.015 95% CI: [0.012 , 0.018] | OR_adj 1.015 [1.012 1.018] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.718
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.035
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.022
MatDeliveryAge:-0.013
* Vital: Wt for Len Percentile-avg16to19 | coef 0.015 95% CI: [0.007 , 0.022] | OR_adj 1.015 [1.007 1.022] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.743
Correlated most with:
MatDeliveryAge:-0.056
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.033
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.029
Vital: Ht Percentile-gain16to24 | coef 0.013 95% CI: [0.009 , 0.018] | OR_adj 1.014 [1.009 1.018] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.545
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.051
MatDeliveryAge:-0.039
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.002
* Vital: Wt Change-avg19to24 | coef 0.011 95% CI: [0.008 , 0.013] | OR_adj 1.011 [1.008 1.014] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.589
Correlated most with:
MatDeliveryAge:-0.023
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.021
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001
* Vital: Wt Change-latest | coef 0.009 95% CI: [0.006 , 0.012] | OR_adj 1.009 [1.006 1.012] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.547
Correlated most with:
MatDeliveryAge:-0.023
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.011
Vital : 0.908544940983
MatDeliveryAge : 0.0391926448866
Census : 0.0522624141304
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_index_lasso_fts_full
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_results_lasso_fts_full
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_models_lasso_fts_full.pkl
-----------------------------------------------------
girls lasso_fts full gradientboost
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.739, R^2 test: 0.252
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.804, R^2 test: 0.248
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.778, R^2 test: 0.234
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.925, Explained Variance Score Train: 0.797
AUC Validation: 0.853, Explained Variance Score Validation: 0.257
AUC Test: 0.806, Explained Variance Score Test: 0.272
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.806, R^2 test: 0.281
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.834, R^2 test: 0.277
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.860, R^2 test: 0.256
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.930, Explained Variance Score Train: 0.793
AUC Validation: 0.816, Explained Variance Score Validation: 0.281
AUC Test: 0.774, Explained Variance Score Test: 0.285
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.840, R^2 test: 0.236
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: 0.232
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.915, R^2 test: 0.217
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.957, Explained Variance Score Train: 0.877
AUC Validation: 0.756, Explained Variance Score Validation: 0.150
AUC Test: 0.804, Explained Variance Score Test: 0.261
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.863, R^2 test: 0.275
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.910, R^2 test: 0.272
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.891, R^2 test: 0.267
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.959, Explained Variance Score Train: 0.844
AUC Validation: 0.852, Explained Variance Score Validation: 0.371
AUC Test: 0.802, Explained Variance Score Test: 0.311
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.720, R^2 test: 0.251
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.258
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.846, R^2 test: 0.237
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.944, Explained Variance Score Train: 0.810
AUC Validation: 0.747, Explained Variance Score Validation: 0.142
AUC Test: 0.785, Explained Variance Score Test: 0.282
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.761, R^2 test: 0.166
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.782, R^2 test: 0.191
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.810, R^2 test: 0.187
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.958, Explained Variance Score Train: 0.802
AUC Validation: 0.706, Explained Variance Score Validation: 0.198
AUC Test: 0.768, Explained Variance Score Test: 0.247
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.816, R^2 test: 0.235
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.877, R^2 test: 0.241
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.912, R^2 test: 0.227
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.958, Explained Variance Score Train: 0.894
AUC Validation: 0.865, Explained Variance Score Validation: 0.431
AUC Test: 0.792, Explained Variance Score Test: 0.260
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.771, R^2 test: 0.240
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.252
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.831, R^2 test: 0.240
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.944, Explained Variance Score Train: 0.829
AUC Validation: 0.656, Explained Variance Score Validation: 0.050
AUC Test: 0.772, Explained Variance Score Test: 0.255
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.787, R^2 test: 0.178
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.867, R^2 test: 0.220
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.819, R^2 test: 0.218
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.967, Explained Variance Score Train: 0.872
AUC Validation: 0.757, Explained Variance Score Validation: 0.279
AUC Test: 0.776, Explained Variance Score Test: 0.223
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.669, R^2 test: 0.233
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.723, R^2 test: 0.244
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.760, R^2 test: 0.260
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.944, Explained Variance Score Train: 0.764
AUC Validation: 0.691, Explained Variance Score Validation: 0.203
AUC Test: 0.809, Explained Variance Score Test: 0.282
total variables 34 and total subjects: 1698
->AUC validation: 0.770 95% CI: [0.727 , 0.813]
->AUC test: 0.789 95% CI: [0.779 , 0.798]
->Explained Variance (R2) validation: 0.236 95% CI: [0.170 , 0.302]
->Explained Variance (R2) test: 0.268 95% CI: [0.254 , 0.282]
Test set metrics:
@threshold:1.965, sens:0.000, spec:1.000, ppv:0.000, acc:0.847, f1:0.000, total+:0, total-:339
@threshold:1.535, sens:0.058, spec:1.000, ppv:1.000, acc:0.855, f1:0.109, total+:3, total-:336
@threshold:1.451, sens:0.077, spec:1.000, ppv:1.000, acc:0.858, f1:0.143, total+:4, total-:335
@threshold:1.218, sens:0.154, spec:0.997, ppv:0.889, acc:0.867, f1:0.262, total+:9, total-:330
@threshold:1.106, sens:0.173, spec:0.993, ppv:0.818, acc:0.867, f1:0.286, total+:11, total-:328
@threshold:0.995, sens:0.192, spec:0.990, ppv:0.769, acc:0.867, f1:0.308, total+:13, total-:326
@threshold:0.839, sens:0.212, spec:0.979, ppv:0.647, acc:0.861, f1:0.319, total+:17, total-:322
@threshold:0.697, sens:0.288, spec:0.976, ppv:0.682, acc:0.870, f1:0.405, total+:22, total-:317
@threshold:0.667, sens:0.308, spec:0.972, ppv:0.667, acc:0.870, f1:0.421, total+:24, total-:315
@threshold:0.603, sens:0.365, spec:0.969, ppv:0.679, acc:0.876, f1:0.475, total+:28, total-:311
@threshold:0.586, sens:0.385, spec:0.962, ppv:0.645, acc:0.873, f1:0.482, total+:31, total-:308
@threshold:0.533, sens:0.385, spec:0.958, ppv:0.625, acc:0.870, f1:0.476, total+:32, total-:307
@threshold:0.419, sens:0.404, spec:0.934, ppv:0.525, acc:0.853, f1:0.457, total+:40, total-:299
@threshold:0.389, sens:0.404, spec:0.930, ppv:0.512, acc:0.850, f1:0.452, total+:41, total-:298
@threshold:0.314, sens:0.423, spec:0.916, ppv:0.478, acc:0.841, f1:0.449, total+:46, total-:293
@threshold:0.288, sens:0.423, spec:0.913, ppv:0.468, acc:0.838, f1:0.444, total+:47, total-:292
@threshold:0.279, sens:0.442, spec:0.913, ppv:0.479, acc:0.841, f1:0.460, total+:48, total-:291
@threshold:0.271, sens:0.462, spec:0.909, ppv:0.480, acc:0.841, f1:0.471, total+:50, total-:289
@threshold:0.132, sens:0.481, spec:0.861, ppv:0.385, acc:0.802, f1:0.427, total+:65, total-:274
@threshold:0.096, sens:0.500, spec:0.857, ppv:0.388, acc:0.802, f1:0.437, total+:67, total-:272
@threshold:0.095, sens:0.519, spec:0.857, ppv:0.397, acc:0.805, f1:0.450, total+:68, total-:271
@threshold:0.090, sens:0.519, spec:0.854, ppv:0.391, acc:0.802, f1:0.446, total+:69, total-:270
@threshold:0.045, sens:0.538, spec:0.836, ppv:0.373, acc:0.791, f1:0.441, total+:75, total-:264
@threshold:0.043, sens:0.538, spec:0.833, ppv:0.368, acc:0.788, f1:0.438, total+:76, total-:263
@threshold:0.016, sens:0.558, spec:0.819, ppv:0.358, acc:0.779, f1:0.436, total+:81, total-:258
@threshold:0.012, sens:0.558, spec:0.815, ppv:0.354, acc:0.776, f1:0.433, total+:82, total-:257
@threshold:-0.032, sens:0.577, spec:0.801, ppv:0.345, acc:0.767, f1:0.432, total+:87, total-:252
@threshold:-0.038, sens:0.577, spec:0.798, ppv:0.341, acc:0.764, f1:0.429, total+:88, total-:251
@threshold:-0.038, sens:0.596, spec:0.798, ppv:0.348, acc:0.767, f1:0.440, total+:89, total-:250
@threshold:-0.044, sens:0.596, spec:0.794, ppv:0.344, acc:0.764, f1:0.437, total+:90, total-:249
@threshold:-0.073, sens:0.615, spec:0.767, ppv:0.323, acc:0.743, f1:0.424, total+:99, total-:240
@threshold:-0.074, sens:0.615, spec:0.763, ppv:0.320, acc:0.740, f1:0.421, total+:100, total-:239
@threshold:-0.093, sens:0.635, spec:0.749, ppv:0.314, acc:0.732, f1:0.420, total+:105, total-:234
@threshold:-0.104, sens:0.635, spec:0.746, ppv:0.311, acc:0.729, f1:0.418, total+:106, total-:233
@threshold:-0.145, sens:0.654, spec:0.700, ppv:0.283, acc:0.693, f1:0.395, total+:120, total-:219
@threshold:-0.147, sens:0.654, spec:0.697, ppv:0.281, acc:0.690, f1:0.393, total+:121, total-:218
@threshold:-0.187, sens:0.673, spec:0.645, ppv:0.255, acc:0.649, f1:0.370, total+:137, total-:202
@threshold:-0.189, sens:0.673, spec:0.641, ppv:0.254, acc:0.646, f1:0.368, total+:138, total-:201
@threshold:-0.204, sens:0.692, spec:0.617, ppv:0.247, acc:0.628, f1:0.364, total+:146, total-:193
@threshold:-0.209, sens:0.692, spec:0.613, ppv:0.245, acc:0.625, f1:0.362, total+:147, total-:192
@threshold:-0.211, sens:0.712, spec:0.606, ppv:0.247, acc:0.622, f1:0.366, total+:150, total-:189
@threshold:-0.213, sens:0.712, spec:0.603, ppv:0.245, acc:0.619, f1:0.365, total+:151, total-:188
@threshold:-0.214, sens:0.731, spec:0.603, ppv:0.250, acc:0.622, f1:0.373, total+:152, total-:187
@threshold:-0.215, sens:0.731, spec:0.599, ppv:0.248, acc:0.619, f1:0.371, total+:153, total-:186
@threshold:-0.257, sens:0.750, spec:0.540, ppv:0.228, acc:0.572, f1:0.350, total+:171, total-:168
@threshold:-0.259, sens:0.769, spec:0.537, ppv:0.231, acc:0.572, f1:0.356, total+:173, total-:166
@threshold:-0.265, sens:0.788, spec:0.533, ppv:0.234, acc:0.572, f1:0.361, total+:175, total-:164
@threshold:-0.266, sens:0.788, spec:0.530, ppv:0.233, acc:0.569, f1:0.360, total+:176, total-:163
@threshold:-0.289, sens:0.808, spec:0.516, ppv:0.232, acc:0.560, f1:0.361, total+:181, total-:158
@threshold:-0.291, sens:0.808, spec:0.512, ppv:0.231, acc:0.558, f1:0.359, total+:182, total-:157
@threshold:-0.292, sens:0.827, spec:0.512, ppv:0.235, acc:0.560, f1:0.366, total+:183, total-:156
@threshold:-0.297, sens:0.827, spec:0.509, ppv:0.234, acc:0.558, f1:0.364, total+:184, total-:155
@threshold:-0.303, sens:0.846, spec:0.481, ppv:0.228, acc:0.537, f1:0.359, total+:193, total-:146
@threshold:-0.303, sens:0.846, spec:0.477, ppv:0.227, acc:0.534, f1:0.358, total+:194, total-:145
@threshold:-0.303, sens:0.846, spec:0.470, ppv:0.224, acc:0.528, f1:0.355, total+:196, total-:143
@threshold:-0.304, sens:0.904, spec:0.456, ppv:0.232, acc:0.525, f1:0.369, total+:203, total-:136
@threshold:-0.305, sens:0.923, spec:0.453, ppv:0.234, acc:0.525, f1:0.374, total+:205, total-:134
@threshold:-0.330, sens:0.942, spec:0.436, ppv:0.232, acc:0.513, f1:0.373, total+:211, total-:128
@threshold:-0.332, sens:0.942, spec:0.432, ppv:0.231, acc:0.510, f1:0.371, total+:212, total-:127
@threshold:-0.349, sens:0.962, spec:0.415, ppv:0.229, acc:0.499, f1:0.370, total+:218, total-:121
@threshold:-0.351, sens:0.962, spec:0.411, ppv:0.228, acc:0.496, f1:0.369, total+:219, total-:120
@threshold:-0.498, sens:0.981, spec:0.251, ppv:0.192, acc:0.363, f1:0.321, total+:266, total-:73
@threshold:-0.505, sens:0.981, spec:0.247, ppv:0.191, acc:0.360, f1:0.320, total+:267, total-:72
@threshold:-1.534, sens:1.000, spec:0.003, ppv:0.154, acc:0.156, f1:0.267, total+:338, total-:1
Vital: Temp-avg0to1 | coef 0.050 95% CI: [0.036 , 0.063] | OR_adj 1.051 [1.037 1.065] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.538
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.013
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.009
MatDeliveryAge:0.000
* Vital: BMI-latest | coef 0.045 95% CI: [0.022 , 0.067] | OR_adj 1.046 [1.022 1.070] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.765
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.010
MatDeliveryAge:0.001
Vital: Ht Percentile-gain16to24 | coef 0.040 95% CI: [0.033 , 0.047] | OR_adj 1.041 [1.034 1.048] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.566
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.051
MatDeliveryAge:-0.039
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.002
* Vital: BMI-avg7to10 | coef 0.039 95% CI: [0.021 , 0.058] | OR_adj 1.040 [1.021 1.059] | occ: 1333 | OR_unadj: 2.458 [1.877 3.218] | indivs AUC:0.704
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.035
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.029
MatDeliveryAge:-0.001
* Vital: BMI-avg16to19 | coef 0.038 95% CI: [0.029 , 0.046] | OR_adj 1.038 [1.029 1.048] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.727
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.026
MatDeliveryAge:-0.021
* Vital: BMI-avg10to13 | coef 0.036 95% CI: [0.028 , 0.045] | OR_adj 1.037 [1.028 1.046] | occ: 1380 | OR_unadj: 2.656 [2.025 3.483] | indivs AUC:0.634
Correlated most with:
MatDeliveryAge:-0.024
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.024
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.005
* Vital: Wt for Length ZScore-avg1to3 | coef 0.036 95% CI: [0.030 , 0.042] | OR_adj 1.036 [1.030 1.043] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.641
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.038
MatDeliveryAge:0.021
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.007
* Vital: Wt for Length ZScore-avg7to10 | coef 0.036 95% CI: [0.028 , 0.044] | OR_adj 1.036 [1.028 1.045] | occ: 1331 | OR_unadj: 2.704 [2.060 3.548] | indivs AUC:0.736
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.035
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.022
MatDeliveryAge:-0.013
* Vital: Wt for Length ZScore-avg3to5 | coef 0.036 95% CI: [0.030 , 0.041] | OR_adj 1.036 [1.030 1.042] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.653
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.046
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.023
MatDeliveryAge:-0.002
Vital: Temp-latest | coef 0.035 95% CI: [0.030 , 0.041] | OR_adj 1.036 [1.030 1.042] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.466
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.016
MatDeliveryAge:-0.011
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
MatDeliveryAge | coef 0.035 95% CI: [0.027 , 0.043] | OR_adj 1.035 [1.027 1.044] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.579
Correlated most with:
MatDeliveryAge:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.012
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
* Vital: Wt Change-avg19to24 | coef 0.034 95% CI: [0.024 , 0.045] | OR_adj 1.035 [1.024 1.046] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.578
Correlated most with:
MatDeliveryAge:-0.023
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.021
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001
Vital: Wt for Len Percentile-gain5to10 | coef 0.034 95% CI: [0.028 , 0.040] | OR_adj 1.035 [1.029 1.041] | occ: 1245 | OR_unadj: 0.990 [0.750 1.306] | indivs AUC:0.524
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030
MatDeliveryAge:-0.010
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.008
* Vital: Wt Change-latest | coef 0.034 95% CI: [0.026 , 0.042] | OR_adj 1.035 [1.027 1.043] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.579
Correlated most with:
MatDeliveryAge:-0.023
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.011
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.033 95% CI: [0.022 , 0.044] | OR_adj 1.034 [1.022 1.045] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.499
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.030
MatDeliveryAge:0.012
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.032 95% CI: [0.025 , 0.038] | OR_adj 1.032 [1.026 1.039] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.535
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.030
MatDeliveryAge:0.011
* Vital: Wt-postPregnancy | coef 0.031 95% CI: [0.027 , 0.034] | OR_adj 1.031 [1.027 1.035] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.545
Correlated most with:
MatDeliveryAge:0.124
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.022
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.001
* Vital: Wt-latest | coef 0.030 95% CI: [0.018 , 0.043] | OR_adj 1.031 [1.018 1.044] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.731
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.057
MatDeliveryAge:0.048
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.005
* Vital: Wt-avg16to19 | coef 0.030 95% CI: [0.018 , 0.042] | OR_adj 1.030 [1.018 1.042] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.683
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.045
MatDeliveryAge:-0.040
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.014
* Vital: Wt Percentile-latest | coef 0.029 95% CI: [0.025 , 0.034] | OR_adj 1.030 [1.025 1.035] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.657
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.010
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.010
MatDeliveryAge:0.002
* Vital: Wt-avg13to16 | coef 0.028 95% CI: [0.022 , 0.034] | OR_adj 1.029 [1.023 1.035] | occ: 1308 | OR_unadj: 3.224 [2.452 4.240] | indivs AUC:0.696
Correlated most with:
MatDeliveryAge:-0.021
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.016
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001
* Vital: Wt for Length Zscore-avg10to13 | coef 0.028 95% CI: [0.022 , 0.034] | OR_adj 1.028 [1.023 1.034] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.668
Correlated most with:
MatDeliveryAge:-0.028
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.009
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.007
* Vital: BMI-avg13to16 | coef 0.028 95% CI: [0.023 , 0.033] | OR_adj 1.028 [1.023 1.034] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.707
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.012
MatDeliveryAge:-0.005
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004
* Vital: Wt for Length ZScore-avg13to16 | coef 0.025 95% CI: [0.020 , 0.029] | OR_adj 1.025 [1.021 1.029] | occ: 1287 | OR_unadj: 3.550 [2.689 4.687] | indivs AUC:0.701
Correlated most with:
MatDeliveryAge:-0.019
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.004
Vital: HC-latest | coef 0.022 95% CI: [0.018 , 0.027] | OR_adj 1.023 [1.018 1.027] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.565
Correlated most with:
MatDeliveryAge:0.058
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.058
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.022
* Vital: Wt for Length ZScore-avg16to19 | coef 0.021 95% CI: [0.017 , 0.024] | OR_adj 1.021 [1.018 1.025] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.731
Correlated most with:
MatDeliveryAge:-0.034
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.032
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.028
* Vital: BMI-avg19to24 | coef 0.021 95% CI: [0.015 , 0.026] | OR_adj 1.021 [1.015 1.026] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.753
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.045
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.039
MatDeliveryAge:-0.013
* Vital: BMI-gain0to24 | coef 0.019 95% CI: [0.014 , 0.024] | OR_adj 1.020 [1.014 1.025] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.753
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.038
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.034
MatDeliveryAge:-0.010
* Vital: Wt for Length ZScore-latest | coef 0.018 95% CI: [0.015 , 0.021] | OR_adj 1.018 [1.015 1.021] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.785
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.053
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.014
MatDeliveryAge:-0.004
* Vital: Wt for Length ZScore-gain0to24 | coef 0.018 95% CI: [0.015 , 0.021] | OR_adj 1.018 [1.015 1.021] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.785
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.053
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.014
MatDeliveryAge:-0.004
* Vital: Wt-avg19to24 | coef 0.017 95% CI: [0.014 , 0.020] | OR_adj 1.017 [1.014 1.021] | occ: 1372 | OR_unadj: 3.824 [2.897 5.047] | indivs AUC:0.735
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.054
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
MatDeliveryAge:-0.005
* Vital: Wt-gain0to24 | coef 0.016 95% CI: [0.011 , 0.021] | OR_adj 1.016 [1.011 1.021] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.732
Correlated most with:
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.040
MatDeliveryAge:-0.003
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.002
* Vital: Wt for Len Percentile-avg16to19 | coef 0.016 95% CI: [0.008 , 0.023] | OR_adj 1.016 [1.008 1.024] | occ: 1269 | OR_unadj: 2.937 [2.233 3.864] | indivs AUC:0.730
Correlated most with:
MatDeliveryAge:-0.056
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.033
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.029
* Vital: Wt for Len Percentile-avg13to16 | coef 0.012 95% CI: [0.009 , 0.015] | OR_adj 1.012 [1.009 1.015] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.713
Correlated most with:
MatDeliveryAge:-0.021
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.005
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.000
Vital : 0.900635587483
MatDeliveryAge : 0.0347305693479
Census : 0.0646338431692
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_index_lasso_fts_full
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_results_lasso_fts_full
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_models_lasso_fts_full.pkl
-----------------------------------------------------
girls lasso_fts no_census lasso
/home/rob/anaconda3/lib/python3.6/site-packages/sklearn/linear_model/coordinate_descent.py:491: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Fitting data with very small alpha may cause precision problems. ConvergenceWarning)
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.541, R^2 test: 0.308
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.531, R^2 test: 0.307
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.522, R^2 test: 0.311
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.466, R^2 test: 0.317
best alpha via bootstrap CV: 0.1
AUC Train: 0.863, Explained Variance Score Train: 0.466
AUC Validation: 0.730, Explained Variance Score Validation: 0.076
AUC Test: 0.815, Explained Variance Score Test: 0.330
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.526, R^2 test: 0.281
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.520, R^2 test: 0.304
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.507, R^2 test: 0.315
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.425, R^2 test: 0.264
best alpha via bootstrap CV: 0.01
AUC Train: 0.906, Explained Variance Score Train: 0.507
AUC Validation: 0.702, Explained Variance Score Validation: 0.296
AUC Test: 0.829, Explained Variance Score Test: 0.346
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.473, R^2 test: 0.267
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.466, R^2 test: 0.284
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.449, R^2 test: 0.300
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.351, R^2 test: 0.287
best alpha via bootstrap CV: 0.01
AUC Train: 0.852, Explained Variance Score Train: 0.449
AUC Validation: 0.774, Explained Variance Score Validation: 0.200
AUC Test: 0.821, Explained Variance Score Test: 0.322
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.564, R^2 test: 0.360
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.555, R^2 test: 0.375
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.549, R^2 test: 0.386
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.444, R^2 test: 0.361
best alpha via bootstrap CV: 0.01
AUC Train: 0.777, Explained Variance Score Train: 0.549
AUC Validation: 0.768, Explained Variance Score Validation: 0.123
AUC Test: 0.817, Explained Variance Score Test: 0.386
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.528, R^2 test: 0.229
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.516, R^2 test: 0.279
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.488, R^2 test: 0.300
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.399, R^2 test: 0.333
best alpha via bootstrap CV: 0.1
AUC Train: 0.818, Explained Variance Score Train: 0.399
AUC Validation: 0.847, Explained Variance Score Validation: 0.434
AUC Test: 0.806, Explained Variance Score Test: 0.338
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.480, R^2 test: 0.306
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.473, R^2 test: 0.314
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.468, R^2 test: 0.320
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.356, R^2 test: 0.295
best alpha via bootstrap CV: 0.01
AUC Train: 0.816, Explained Variance Score Train: 0.468
AUC Validation: 0.794, Explained Variance Score Validation: 0.242
AUC Test: 0.825, Explained Variance Score Test: 0.333
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.368, R^2 test: 0.326
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.354, R^2 test: 0.320
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.344, R^2 test: 0.328
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.219, R^2 test: 0.270
best alpha via bootstrap CV: 0.01
AUC Train: 0.822, Explained Variance Score Train: 0.344
AUC Validation: 0.833, Explained Variance Score Validation: 0.332
AUC Test: 0.825, Explained Variance Score Test: 0.330
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.588, R^2 test: 0.219
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.576, R^2 test: 0.257
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.558, R^2 test: 0.276
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.443, R^2 test: 0.304
best alpha via bootstrap CV: 0.1
AUC Train: 0.773, Explained Variance Score Train: 0.443
AUC Validation: 0.871, Explained Variance Score Validation: 0.379
AUC Test: 0.798, Explained Variance Score Test: 0.313
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.386, R^2 test: 0.204
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.373, R^2 test: 0.237
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.360, R^2 test: 0.260
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.247, R^2 test: 0.263
best alpha via bootstrap CV: 0.01
AUC Train: 0.800, Explained Variance Score Train: 0.360
AUC Validation: 0.737, Explained Variance Score Validation: 0.214
AUC Test: 0.778, Explained Variance Score Test: 0.286
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.547, R^2 test: 0.312
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.534, R^2 test: 0.357
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.517, R^2 test: 0.348
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.421, R^2 test: 0.321
best alpha via bootstrap CV: 0.005
AUC Train: 0.821, Explained Variance Score Train: 0.534
AUC Validation: 0.740, Explained Variance Score Validation: 0.257
AUC Test: 0.816, Explained Variance Score Test: 0.359
total variables 32 and total subjects: 1698
->AUC validation: 0.780 95% CI: [0.747 , 0.812]
->AUC test: 0.813 95% CI: [0.804 , 0.822]
->Explained Variance (R2) validation: 0.255 95% CI: [0.191 , 0.320]
->Explained Variance (R2) test: 0.334 95% CI: [0.319 , 0.350]
Test set metrics:
@threshold:1.941, sens:0.000, spec:1.000, ppv:0.000, acc:0.835, f1:0.000, total+:0, total-:339
@threshold:1.355, sens:0.036, spec:1.000, ppv:1.000, acc:0.841, f1:0.069, total+:2, total-:337
@threshold:1.311, sens:0.054, spec:1.000, ppv:1.000, acc:0.844, f1:0.102, total+:3, total-:336
@threshold:1.111, sens:0.089, spec:0.996, ppv:0.833, acc:0.847, f1:0.161, total+:6, total-:333
@threshold:1.051, sens:0.107, spec:0.996, ppv:0.857, acc:0.850, f1:0.190, total+:7, total-:332
@threshold:0.991, sens:0.179, spec:0.993, ppv:0.833, acc:0.858, f1:0.294, total+:12, total-:327
@threshold:0.991, sens:0.196, spec:0.993, ppv:0.846, acc:0.861, f1:0.319, total+:13, total-:326
@threshold:0.987, sens:0.196, spec:0.989, ppv:0.786, acc:0.858, f1:0.314, total+:14, total-:325
@threshold:0.915, sens:0.214, spec:0.982, ppv:0.706, acc:0.855, f1:0.329, total+:17, total-:322
@threshold:0.873, sens:0.214, spec:0.979, ppv:0.667, acc:0.853, f1:0.324, total+:18, total-:321
@threshold:0.860, sens:0.232, spec:0.979, ppv:0.684, acc:0.855, f1:0.347, total+:19, total-:320
@threshold:0.857, sens:0.232, spec:0.975, ppv:0.650, acc:0.853, f1:0.342, total+:20, total-:319
@threshold:0.848, sens:0.250, spec:0.972, ppv:0.636, acc:0.853, f1:0.359, total+:22, total-:317
@threshold:0.766, sens:0.286, spec:0.968, ppv:0.640, acc:0.855, f1:0.395, total+:25, total-:314
@threshold:0.749, sens:0.304, spec:0.965, ppv:0.630, acc:0.855, f1:0.410, total+:27, total-:312
@threshold:0.749, sens:0.304, spec:0.961, ppv:0.607, acc:0.853, f1:0.405, total+:28, total-:311
@threshold:0.733, sens:0.321, spec:0.958, ppv:0.600, acc:0.853, f1:0.419, total+:30, total-:309
@threshold:0.623, sens:0.446, spec:0.954, ppv:0.658, acc:0.870, f1:0.532, total+:38, total-:301
@threshold:0.516, sens:0.464, spec:0.940, ppv:0.605, acc:0.861, f1:0.525, total+:43, total-:296
@threshold:0.516, sens:0.464, spec:0.936, ppv:0.591, acc:0.858, f1:0.520, total+:44, total-:295
@threshold:0.410, sens:0.482, spec:0.912, ppv:0.519, acc:0.841, f1:0.500, total+:52, total-:287
@threshold:0.393, sens:0.500, spec:0.908, ppv:0.519, acc:0.841, f1:0.509, total+:54, total-:285
@threshold:0.367, sens:0.518, spec:0.898, ppv:0.500, acc:0.835, f1:0.509, total+:58, total-:281
@threshold:0.364, sens:0.536, spec:0.894, ppv:0.500, acc:0.835, f1:0.517, total+:60, total-:279
@threshold:0.337, sens:0.554, spec:0.876, ppv:0.470, acc:0.823, f1:0.508, total+:66, total-:273
@threshold:0.336, sens:0.554, spec:0.873, ppv:0.463, acc:0.820, f1:0.504, total+:67, total-:272
@threshold:0.332, sens:0.571, spec:0.873, ppv:0.471, acc:0.823, f1:0.516, total+:68, total-:271
@threshold:0.324, sens:0.571, spec:0.869, ppv:0.464, acc:0.820, f1:0.512, total+:69, total-:270
@threshold:0.314, sens:0.589, spec:0.869, ppv:0.471, acc:0.823, f1:0.524, total+:70, total-:269
@threshold:0.312, sens:0.589, spec:0.866, ppv:0.465, acc:0.820, f1:0.520, total+:71, total-:268
@threshold:0.261, sens:0.607, spec:0.837, ppv:0.425, acc:0.799, f1:0.500, total+:80, total-:259
@threshold:0.261, sens:0.607, spec:0.834, ppv:0.420, acc:0.796, f1:0.496, total+:81, total-:258
@threshold:0.220, sens:0.625, spec:0.799, ppv:0.380, acc:0.770, f1:0.473, total+:92, total-:247
@threshold:0.218, sens:0.625, spec:0.795, ppv:0.376, acc:0.767, f1:0.470, total+:93, total-:246
@threshold:0.194, sens:0.643, spec:0.777, ppv:0.364, acc:0.755, f1:0.465, total+:99, total-:240
@threshold:0.189, sens:0.643, spec:0.774, ppv:0.360, acc:0.752, f1:0.462, total+:100, total-:239
@threshold:0.184, sens:0.661, spec:0.767, ppv:0.359, acc:0.749, f1:0.465, total+:103, total-:236
@threshold:0.179, sens:0.679, spec:0.763, ppv:0.362, acc:0.749, f1:0.472, total+:105, total-:234
@threshold:0.145, sens:0.696, spec:0.749, ppv:0.355, acc:0.740, f1:0.470, total+:110, total-:229
@threshold:0.140, sens:0.696, spec:0.746, ppv:0.351, acc:0.737, f1:0.467, total+:111, total-:228
@threshold:0.132, sens:0.714, spec:0.731, ppv:0.345, acc:0.729, f1:0.465, total+:116, total-:223
@threshold:0.127, sens:0.750, spec:0.728, ppv:0.353, acc:0.732, f1:0.480, total+:119, total-:220
@threshold:0.114, sens:0.768, spec:0.721, ppv:0.352, acc:0.729, f1:0.483, total+:122, total-:217
@threshold:0.113, sens:0.768, spec:0.717, ppv:0.350, acc:0.726, f1:0.480, total+:123, total-:216
@threshold:0.061, sens:0.786, spec:0.668, ppv:0.319, acc:0.687, f1:0.454, total+:138, total-:201
@threshold:0.059, sens:0.804, spec:0.664, ppv:0.321, acc:0.687, f1:0.459, total+:140, total-:199
@threshold:0.040, sens:0.821, spec:0.640, ppv:0.311, acc:0.670, f1:0.451, total+:148, total-:191
@threshold:0.040, sens:0.821, spec:0.636, ppv:0.309, acc:0.667, f1:0.449, total+:149, total-:190
@threshold:0.037, sens:0.839, spec:0.629, ppv:0.309, acc:0.664, f1:0.452, total+:152, total-:187
@threshold:0.036, sens:0.839, spec:0.625, ppv:0.307, acc:0.661, f1:0.450, total+:153, total-:186
@threshold:0.033, sens:0.857, spec:0.618, ppv:0.308, acc:0.658, f1:0.453, total+:156, total-:183
@threshold:0.031, sens:0.857, spec:0.615, ppv:0.306, acc:0.655, f1:0.451, total+:157, total-:182
@threshold:0.023, sens:0.875, spec:0.608, ppv:0.306, acc:0.652, f1:0.454, total+:160, total-:179
@threshold:0.020, sens:0.893, spec:0.604, ppv:0.309, acc:0.652, f1:0.459, total+:162, total-:177
@threshold:-0.106, sens:0.911, spec:0.477, ppv:0.256, acc:0.549, f1:0.400, total+:199, total-:140
@threshold:-0.111, sens:0.911, spec:0.473, ppv:0.255, acc:0.546, f1:0.398, total+:200, total-:139
@threshold:-0.167, sens:0.929, spec:0.424, ppv:0.242, acc:0.507, f1:0.384, total+:215, total-:124
@threshold:-0.170, sens:0.929, spec:0.420, ppv:0.241, acc:0.504, f1:0.382, total+:216, total-:123
@threshold:-0.222, sens:0.946, spec:0.375, ppv:0.230, acc:0.469, f1:0.371, total+:230, total-:109
@threshold:-0.223, sens:0.946, spec:0.371, ppv:0.229, acc:0.466, f1:0.369, total+:231, total-:108
@threshold:-0.410, sens:0.964, spec:0.201, ppv:0.193, acc:0.327, f1:0.321, total+:280, total-:59
@threshold:-0.414, sens:0.982, spec:0.198, ppv:0.195, acc:0.327, f1:0.325, total+:282, total-:57
@threshold:-1.338, sens:1.000, spec:0.004, ppv:0.166, acc:0.168, f1:0.284, total+:338, total-:1
* Vital: Wt-postPregnancy | coef 0.146 95% CI: [0.060 , 0.233] | OR_adj 1.158 [1.062 1.262] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.581
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299
Number of Visits:-0.022
MatDeliveryAge:0.007
* Vital: BMI-avg13to16 | coef 0.131 95% CI: [0.064 , 0.198] | OR_adj 1.140 [1.066 1.219] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.747
Correlated most with:
Number of Visits:0.014
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.012
MatDeliveryAge:-0.005
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.005
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.005
* Vital: BMI-avg19to24 | coef 0.116 95% CI: [0.048 , 0.184] | OR_adj 1.123 [1.049 1.202] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.780
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.045
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.037
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.037
MatDeliveryAge:-0.013
Number of Visits:-0.007
* Vital: BMI-gain0to24 | coef 0.105 95% CI: [0.014 , 0.196] | OR_adj 1.111 [1.014 1.216] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.769
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.038
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.035
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.035
MatDeliveryAge:-0.010
Number of Visits:-0.001
* Vital: BMI-avg16to19 | coef 0.098 95% CI: [0.007 , 0.189] | OR_adj 1.103 [1.007 1.208] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.746
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.035
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.034
MatDeliveryAge:-0.021
Number of Visits:-0.007
* Vital: Wt-latest | coef 0.084 95% CI: [0.046 , 0.122] | OR_adj 1.088 [1.047 1.130] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.748
Correlated most with:
Number of Visits:0.240
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.057
MatDeliveryAge:0.048
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.001
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.001
* Vital: Wt for Length Zscore-avg10to13 | coef 0.065 95% CI: [0.018 , 0.113] | OR_adj 1.068 [1.018 1.119] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.734
Correlated most with:
MatDeliveryAge:0.124
Number of Visits:-0.052
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.047
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.001
* Vital: Wt for Length ZScore-latest | coef 0.058 95% CI: [-0.003 , 0.120] | OR_adj 1.060 [0.997 1.127] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.796
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.023
Number of Visits:-0.014
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.005
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.005
MatDeliveryAge:-0.002
* Vital: Wt Change-avg19to24 | coef 0.052 95% CI: [0.011 , 0.094] | OR_adj 1.053 [1.011 1.098] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.591
Correlated most with:
Number of Visits:-0.161
MatDeliveryAge:-0.023
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.012
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.012
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001
* Vital: Wt for Len Percentile-avg13to16 | coef -0.038 95% CI: [-0.123 , 0.048] | OR_adj 0.963 [0.884 1.049] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.753
Correlated most with:
Number of Visits:0.025
MatDeliveryAge:-0.021
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.007
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.006
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.005
* Vital: BMI-gain7to13 | coef 0.033 95% CI: [0.003 , 0.062] | OR_adj 1.033 [1.003 1.064] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.528
Correlated most with:
Number of Visits:0.019
MatDeliveryAge:-0.015
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.015
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.015
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.003
Number of Visits | coef -0.032 95% CI: [-0.066 , 0.002] | OR_adj 0.969 [0.936 1.002] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.458
Correlated most with:
Number of Visits:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.079
MatDeliveryAge:0.078
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.023
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.022
* Vital: Wt-gain7to13 | coef -0.032 95% CI: [-0.069 , 0.006] | OR_adj 0.969 [0.933 1.006] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.549
Correlated most with:
Number of Visits:0.032
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.010
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.010
MatDeliveryAge:0.002
Vital: Wt for Length ZScore-gain5to10 | coef -0.028 95% CI: [-0.065 , 0.009] | OR_adj 0.972 [0.937 1.009] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.507
Correlated most with:
MatDeliveryAge:-0.028
Number of Visits:0.028
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.007
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.000
* Vital: Wt Percentile-latest | coef 0.026 95% CI: [0.006 , 0.047] | OR_adj 1.027 [1.006 1.048] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.680
Correlated most with:
Number of Visits:0.011
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.010
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.008
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.008
MatDeliveryAge:0.002
* Vital: BMI-latest | coef 0.024 95% CI: [-0.061 , 0.109] | OR_adj 1.024 [0.941 1.115] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.790
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046
Number of Visits:0.023
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.011
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.011
MatDeliveryAge:0.001
* Vital: Wt-gain0to24 | coef 0.023 95% CI: [-0.058 , 0.104] | OR_adj 1.023 [0.944 1.110] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.727
Correlated most with:
Number of Visits:0.029
MatDeliveryAge:-0.003
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.002
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.002
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.002
* Vital: Wt-avg16to19 | coef 0.023 95% CI: [-0.030 , 0.076] | OR_adj 1.023 [0.970 1.079] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.744
Correlated most with:
MatDeliveryAge:-0.040
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.029
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.029
Number of Visits:0.020
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.014
Vital: Ht Percentile-gain16to24 | coef 0.021 95% CI: [-0.003 , 0.045] | OR_adj 1.021 [0.997 1.046] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.569
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.051
MatDeliveryAge:-0.039
Number of Visits:0.028
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.004
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.003
Vital: Temp-latest | coef 0.018 95% CI: [-0.001 , 0.037] | OR_adj 1.018 [0.999 1.038] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.565
Correlated most with:
Number of Visits:0.019
MatDeliveryAge:-0.011
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.010
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.009
* Vital: Wt for Length ZScore-avg16to19 | coef 0.018 95% CI: [-0.072 , 0.108] | OR_adj 1.018 [0.930 1.114] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.740
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.038
MatDeliveryAge:0.021
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.013
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.013
Number of Visits:-0.012
* Vital: Wt for Length ZScore-avg3to5 | coef 0.017 95% CI: [-0.025 , 0.059] | OR_adj 1.017 [0.975 1.061] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.638
Correlated most with:
MatDeliveryAge:1.000
Number of Visits:0.078
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.007
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.007
Vital: Ht-avg10to13 | coef -0.017 95% CI: [-0.057 , 0.024] | OR_adj 0.984 [0.945 1.024] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.481
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.033
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.032
Number of Visits:0.015
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.011
MatDeliveryAge:-0.007
* Vital: Wt for Length ZScore-avg1to3 | coef 0.016 95% CI: [-0.014 , 0.046] | OR_adj 1.016 [0.986 1.047] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.599
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299
Number of Visits:-0.023
MatDeliveryAge:0.007
* Vital: Wt Change-latest | coef 0.013 95% CI: [-0.021 , 0.047] | OR_adj 1.013 [0.979 1.048] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.571
Correlated most with:
Number of Visits:-0.166
MatDeliveryAge:-0.023
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.001
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.000
Vital: Wt for Length ZScore-gain7to13 | coef -0.012 95% CI: [-0.038 , 0.013] | OR_adj 0.988 [0.963 1.013] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.576
Correlated most with:
MatDeliveryAge:-0.034
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.032
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.025
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.025
Number of Visits:0.023
Vital: Wt Change-avg7to10 | coef -0.012 95% CI: [-0.036 , 0.013] | OR_adj 0.988 [0.965 1.013] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.538
Correlated most with:
MatDeliveryAge:-0.026
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.022
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.022
Number of Visits:-0.014
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.006
MatDeliveryAge | coef 0.012 95% CI: [-0.007 , 0.030] | OR_adj 1.012 [0.993 1.030] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.556
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.299
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.299
Number of Visits:-0.079
MatDeliveryAge:0.011
Vital: HC-gain3to7 | coef 0.008 95% CI: [-0.009 , 0.025] | OR_adj 1.008 [0.991 1.025] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.510
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.032
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.031
Number of Visits:0.026
MatDeliveryAge:0.026
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001
Vital: Temp-avg0to1 | coef -0.007 95% CI: [-0.024 , 0.011] | OR_adj 0.993 [0.976 1.011] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.549
Correlated most with:
Number of Visits:0.025
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.009
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.009
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.009
MatDeliveryAge:0.000
* Vital: Ht-gain7to13 | coef -0.005 95% CI: [-0.029 , 0.019] | OR_adj 0.995 [0.971 1.020] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.514
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.016
Number of Visits:0.016
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.016
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.013
MatDeliveryAge:-0.009
Vital: HC-gain5to10 | coef -0.001 95% CI: [-0.018 , 0.015] | OR_adj 0.999 [0.983 1.016] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.524
Correlated most with:
MatDeliveryAge:-0.042
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.037
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.031
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.031
Number of Visits:0.028
Vital : 0.944306250553
Number of Visits : -0.0319522660149
MatDeliveryAge : 0.0115265948084
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_index_lasso_fts_no_census
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_results_lasso_fts_no_census
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_models_lasso_fts_no_census.pkl
-----------------------------------------------------
girls lasso_fts no_census randomforest
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.927, R^2 test: 0.246
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.897, R^2 test: 0.251
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.765, R^2 test: 0.259
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.685, R^2 test: 0.265
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.944, Explained Variance Score Train: 0.685
AUC Validation: 0.725, Explained Variance Score Validation: 0.126
AUC Test: 0.799, Explained Variance Score Test: 0.271
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.911, R^2 test: 0.260
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.859, R^2 test: 0.253
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.272
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.599, R^2 test: 0.267
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.953, Explained Variance Score Train: 0.683
AUC Validation: 0.771, Explained Variance Score Validation: 0.171
AUC Test: 0.812, Explained Variance Score Test: 0.284
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.897, R^2 test: 0.280
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.849, R^2 test: 0.282
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.683, R^2 test: 0.294
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.604, R^2 test: 0.294
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.914, Explained Variance Score Train: 0.604
AUC Validation: 0.754, Explained Variance Score Validation: 0.276
AUC Test: 0.803, Explained Variance Score Test: 0.295
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.907, R^2 test: 0.190
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.852, R^2 test: 0.253
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.704, R^2 test: 0.291
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.634, R^2 test: 0.279
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.954, Explained Variance Score Train: 0.704
AUC Validation: 0.765, Explained Variance Score Validation: 0.237
AUC Test: 0.810, Explained Variance Score Test: 0.296
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.909, R^2 test: 0.207
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.861, R^2 test: 0.222
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.709, R^2 test: 0.268
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.622, R^2 test: 0.269
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.919, Explained Variance Score Train: 0.622
AUC Validation: 0.803, Explained Variance Score Validation: 0.281
AUC Test: 0.804, Explained Variance Score Test: 0.273
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.922, R^2 test: 0.225
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.885, R^2 test: 0.229
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.763, R^2 test: 0.246
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.691, R^2 test: 0.253
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.948, Explained Variance Score Train: 0.691
AUC Validation: 0.802, Explained Variance Score Validation: 0.140
AUC Test: 0.791, Explained Variance Score Test: 0.253
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.200
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.829, R^2 test: 0.207
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.633, R^2 test: 0.200
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.551, R^2 test: 0.170
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.977, Explained Variance Score Train: 0.829
AUC Validation: 0.692, Explained Variance Score Validation: 0.197
AUC Test: 0.832, Explained Variance Score Test: 0.224
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.892, R^2 test: 0.288
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.856, R^2 test: 0.288
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.703, R^2 test: 0.283
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.624, R^2 test: 0.283
best alpha via bootstrap CV: (3000, 2, 2)
AUC Train: 0.984, Explained Variance Score Train: 0.856
AUC Validation: 0.813, Explained Variance Score Validation: 0.330
AUC Test: 0.791, Explained Variance Score Test: 0.292
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.899, R^2 test: 0.223
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.837, R^2 test: 0.245
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.685, R^2 test: 0.249
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.608, R^2 test: 0.257
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.948, Explained Variance Score Train: 0.608
AUC Validation: 0.839, Explained Variance Score Validation: 0.192
AUC Test: 0.807, Explained Variance Score Test: 0.257
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.900, R^2 test: 0.254
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.846, R^2 test: 0.258
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.676, R^2 test: 0.265
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.587, R^2 test: 0.268
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.949, Explained Variance Score Train: 0.587
AUC Validation: 0.824, Explained Variance Score Validation: 0.346
AUC Test: 0.800, Explained Variance Score Test: 0.269
total variables 32 and total subjects: 1698
->AUC validation: 0.779 95% CI: [0.752 , 0.806]
->AUC test: 0.805 95% CI: [0.798 , 0.812]
->Explained Variance (R2) validation: 0.229 95% CI: [0.184 , 0.275]
->Explained Variance (R2) test: 0.271 95% CI: [0.258 , 0.285]
Test set metrics:
@threshold:2.760, sens:0.000, spec:1.000, ppv:0.000, acc:0.841, f1:0.000, total+:0, total-:339
@threshold:1.760, sens:0.000, spec:1.000, ppv:0.000, acc:0.841, f1:0.000, total+:0, total-:339
@threshold:1.691, sens:0.000, spec:0.996, ppv:0.000, acc:0.838, f1:0.000, total+:1, total-:338
@threshold:1.578, sens:0.019, spec:0.993, ppv:0.333, acc:0.838, f1:0.035, total+:3, total-:336
@threshold:1.439, sens:0.074, spec:0.989, ppv:0.571, acc:0.844, f1:0.131, total+:7, total-:332
@threshold:1.436, sens:0.093, spec:0.989, ppv:0.625, acc:0.847, f1:0.161, total+:8, total-:331
@threshold:1.401, sens:0.148, spec:0.986, ppv:0.667, acc:0.853, f1:0.242, total+:12, total-:327
@threshold:1.355, sens:0.167, spec:0.982, ppv:0.643, acc:0.853, f1:0.265, total+:14, total-:325
@threshold:1.348, sens:0.167, spec:0.979, ppv:0.600, acc:0.850, f1:0.261, total+:15, total-:324
@threshold:1.320, sens:0.185, spec:0.968, ppv:0.526, acc:0.844, f1:0.274, total+:19, total-:320
@threshold:1.318, sens:0.185, spec:0.965, ppv:0.500, acc:0.841, f1:0.270, total+:20, total-:319
@threshold:1.256, sens:0.204, spec:0.961, ppv:0.500, acc:0.841, f1:0.289, total+:22, total-:317
@threshold:1.202, sens:0.241, spec:0.958, ppv:0.520, acc:0.844, f1:0.329, total+:25, total-:314
@threshold:1.153, sens:0.259, spec:0.954, ppv:0.519, acc:0.844, f1:0.346, total+:27, total-:312
@threshold:1.112, sens:0.315, spec:0.951, ppv:0.548, acc:0.850, f1:0.400, total+:31, total-:308
@threshold:1.091, sens:0.333, spec:0.947, ppv:0.545, acc:0.850, f1:0.414, total+:33, total-:306
@threshold:1.077, sens:0.333, spec:0.944, ppv:0.529, acc:0.847, f1:0.409, total+:34, total-:305
@threshold:1.041, sens:0.352, spec:0.937, ppv:0.514, acc:0.844, f1:0.418, total+:37, total-:302
@threshold:1.016, sens:0.352, spec:0.933, ppv:0.500, acc:0.841, f1:0.413, total+:38, total-:301
@threshold:0.942, sens:0.370, spec:0.919, ppv:0.465, acc:0.832, f1:0.412, total+:43, total-:296
@threshold:0.941, sens:0.370, spec:0.916, ppv:0.455, acc:0.829, f1:0.408, total+:44, total-:295
@threshold:0.821, sens:0.389, spec:0.909, ppv:0.447, acc:0.826, f1:0.416, total+:47, total-:292
@threshold:0.814, sens:0.389, spec:0.905, ppv:0.438, acc:0.823, f1:0.412, total+:48, total-:291
@threshold:0.726, sens:0.407, spec:0.891, ppv:0.415, acc:0.814, f1:0.411, total+:53, total-:286
@threshold:0.643, sens:0.444, spec:0.888, ppv:0.429, acc:0.817, f1:0.436, total+:56, total-:283
@threshold:0.634, sens:0.463, spec:0.888, ppv:0.439, acc:0.820, f1:0.450, total+:57, total-:282
@threshold:0.619, sens:0.481, spec:0.884, ppv:0.441, acc:0.820, f1:0.460, total+:59, total-:280
@threshold:0.588, sens:0.500, spec:0.874, ppv:0.429, acc:0.814, f1:0.462, total+:63, total-:276
@threshold:0.585, sens:0.500, spec:0.870, ppv:0.422, acc:0.811, f1:0.458, total+:64, total-:275
@threshold:0.553, sens:0.519, spec:0.860, ppv:0.412, acc:0.805, f1:0.459, total+:68, total-:271
@threshold:0.532, sens:0.537, spec:0.856, ppv:0.414, acc:0.805, f1:0.468, total+:70, total-:269
@threshold:0.433, sens:0.556, spec:0.839, ppv:0.395, acc:0.794, f1:0.462, total+:76, total-:263
@threshold:0.420, sens:0.556, spec:0.835, ppv:0.390, acc:0.791, f1:0.458, total+:77, total-:262
@threshold:0.382, sens:0.574, spec:0.825, ppv:0.383, acc:0.785, f1:0.459, total+:81, total-:258
@threshold:0.379, sens:0.574, spec:0.821, ppv:0.378, acc:0.782, f1:0.456, total+:82, total-:257
@threshold:0.374, sens:0.593, spec:0.821, ppv:0.386, acc:0.785, f1:0.467, total+:83, total-:256
@threshold:0.370, sens:0.593, spec:0.818, ppv:0.381, acc:0.782, f1:0.464, total+:84, total-:255
@threshold:0.349, sens:0.611, spec:0.804, ppv:0.371, acc:0.773, f1:0.462, total+:89, total-:250
@threshold:0.348, sens:0.611, spec:0.800, ppv:0.367, acc:0.770, f1:0.458, total+:90, total-:249
@threshold:0.310, sens:0.630, spec:0.786, ppv:0.358, acc:0.761, f1:0.456, total+:95, total-:244
@threshold:0.280, sens:0.630, spec:0.782, ppv:0.354, acc:0.758, f1:0.453, total+:96, total-:243
@threshold:0.273, sens:0.648, spec:0.782, ppv:0.361, acc:0.761, f1:0.464, total+:97, total-:242
@threshold:0.269, sens:0.648, spec:0.779, ppv:0.357, acc:0.758, f1:0.461, total+:98, total-:241
@threshold:0.241, sens:0.667, spec:0.768, ppv:0.353, acc:0.752, f1:0.462, total+:102, total-:237
@threshold:0.238, sens:0.667, spec:0.765, ppv:0.350, acc:0.749, f1:0.459, total+:103, total-:236
@threshold:0.234, sens:0.685, spec:0.758, ppv:0.349, acc:0.746, f1:0.463, total+:106, total-:233
@threshold:0.229, sens:0.685, spec:0.754, ppv:0.346, acc:0.743, f1:0.460, total+:107, total-:232
@threshold:0.226, sens:0.704, spec:0.751, ppv:0.349, acc:0.743, f1:0.466, total+:109, total-:230
@threshold:0.223, sens:0.704, spec:0.747, ppv:0.345, acc:0.740, f1:0.463, total+:110, total-:229
@threshold:0.202, sens:0.722, spec:0.733, ppv:0.339, acc:0.732, f1:0.462, total+:115, total-:224
@threshold:0.202, sens:0.722, spec:0.730, ppv:0.336, acc:0.729, f1:0.459, total+:116, total-:223
@threshold:0.161, sens:0.741, spec:0.698, ppv:0.317, acc:0.705, f1:0.444, total+:126, total-:213
@threshold:0.152, sens:0.741, spec:0.695, ppv:0.315, acc:0.702, f1:0.442, total+:127, total-:212
@threshold:0.151, sens:0.759, spec:0.695, ppv:0.320, acc:0.705, f1:0.451, total+:128, total-:211
@threshold:0.150, sens:0.759, spec:0.691, ppv:0.318, acc:0.702, f1:0.448, total+:129, total-:210
@threshold:0.148, sens:0.778, spec:0.691, ppv:0.323, acc:0.705, f1:0.457, total+:130, total-:209
@threshold:0.146, sens:0.778, spec:0.688, ppv:0.321, acc:0.702, f1:0.454, total+:131, total-:208
@threshold:0.129, sens:0.796, spec:0.681, ppv:0.321, acc:0.699, f1:0.457, total+:134, total-:205
@threshold:0.115, sens:0.796, spec:0.677, ppv:0.319, acc:0.696, f1:0.455, total+:135, total-:204
@threshold:0.097, sens:0.815, spec:0.656, ppv:0.310, acc:0.681, f1:0.449, total+:142, total-:197
@threshold:0.093, sens:0.833, spec:0.653, ppv:0.312, acc:0.681, f1:0.455, total+:144, total-:195
@threshold:0.007, sens:0.852, spec:0.579, ppv:0.277, acc:0.622, f1:0.418, total+:166, total-:173
@threshold:-0.003, sens:0.852, spec:0.575, ppv:0.275, acc:0.619, f1:0.416, total+:167, total-:172
@threshold:-0.025, sens:0.870, spec:0.561, ppv:0.273, acc:0.611, f1:0.416, total+:172, total-:167
@threshold:-0.027, sens:0.870, spec:0.558, ppv:0.272, acc:0.608, f1:0.414, total+:173, total-:166
@threshold:-0.146, sens:0.889, spec:0.463, ppv:0.239, acc:0.531, f1:0.376, total+:201, total-:138
@threshold:-0.161, sens:0.907, spec:0.460, ppv:0.241, acc:0.531, f1:0.381, total+:203, total-:136
@threshold:-0.198, sens:0.926, spec:0.435, ppv:0.237, acc:0.513, f1:0.377, total+:211, total-:128
@threshold:-0.199, sens:0.926, spec:0.432, ppv:0.236, acc:0.510, f1:0.376, total+:212, total-:127
@threshold:-0.272, sens:0.944, spec:0.372, ppv:0.222, acc:0.463, f1:0.359, total+:230, total-:109
@threshold:-0.274, sens:0.944, spec:0.368, ppv:0.221, acc:0.460, f1:0.358, total+:231, total-:108
@threshold:-0.326, sens:0.963, spec:0.344, ppv:0.218, acc:0.442, f1:0.355, total+:239, total-:100
@threshold:-0.334, sens:0.963, spec:0.340, ppv:0.217, acc:0.440, f1:0.354, total+:240, total-:99
@threshold:-0.775, sens:0.981, spec:0.116, ppv:0.174, acc:0.254, f1:0.295, total+:305, total-:34
@threshold:-0.781, sens:0.981, spec:0.112, ppv:0.173, acc:0.251, f1:0.294, total+:306, total-:33
@threshold:-1.058, sens:1.000, spec:0.004, ppv:0.160, acc:0.162, f1:0.276, total+:338, total-:1
* Vital: BMI-latest | coef 0.131 95% CI: [0.078 , 0.184] | OR_adj 1.139 [1.081 1.201] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.785
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046
Number of Visits:0.023
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.011
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.011
MatDeliveryAge:0.001
* Vital: Wt for Length ZScore-latest | coef 0.112 95% CI: [0.081 , 0.144] | OR_adj 1.119 [1.084 1.154] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.792
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.023
Number of Visits:-0.014
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.005
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.005
MatDeliveryAge:-0.002
* Vital: BMI-avg19to24 | coef 0.102 95% CI: [0.070 , 0.135] | OR_adj 1.108 [1.072 1.145] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.793
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.045
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.037
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.037
MatDeliveryAge:-0.013
Number of Visits:-0.007
* Vital: BMI-gain0to24 | coef 0.101 95% CI: [0.061 , 0.142] | OR_adj 1.107 [1.062 1.153] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.783
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.038
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.035
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.035
MatDeliveryAge:-0.010
Number of Visits:-0.001
* Vital: BMI-avg13to16 | coef 0.042 95% CI: [0.021 , 0.064] | OR_adj 1.043 [1.021 1.066] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.692
Correlated most with:
Number of Visits:0.014
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.012
MatDeliveryAge:-0.005
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.005
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.005
* Vital: BMI-avg16to19 | coef 0.042 95% CI: [0.028 , 0.057] | OR_adj 1.043 [1.028 1.059] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.785
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.035
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.034
MatDeliveryAge:-0.021
Number of Visits:-0.007
* Vital: Wt-latest | coef 0.039 95% CI: [0.018 , 0.060] | OR_adj 1.040 [1.019 1.062] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.777
Correlated most with:
Number of Visits:0.240
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.057
MatDeliveryAge:0.048
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.001
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.001
* Vital: Wt for Length ZScore-avg16to19 | coef 0.034 95% CI: [0.016 , 0.052] | OR_adj 1.035 [1.016 1.054] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.787
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.038
MatDeliveryAge:0.021
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.013
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.013
Number of Visits:-0.012
* Vital: Wt for Length ZScore-avg3to5 | coef 0.031 95% CI: [0.016 , 0.046] | OR_adj 1.032 [1.017 1.047] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.637
Correlated most with:
MatDeliveryAge:1.000
Number of Visits:0.078
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.007
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.007
* Vital: Wt for Len Percentile-avg13to16 | coef 0.031 95% CI: [0.016 , 0.045] | OR_adj 1.031 [1.016 1.046] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.689
Correlated most with:
Number of Visits:0.025
MatDeliveryAge:-0.021
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.007
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.006
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.005
Number of Visits | coef 0.031 95% CI: [0.022 , 0.039] | OR_adj 1.031 [1.022 1.040] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.507
Correlated most with:
Number of Visits:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.079
MatDeliveryAge:0.078
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.023
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.022
* Vital: Wt-gain0to24 | coef 0.026 95% CI: [0.016 , 0.037] | OR_adj 1.027 [1.016 1.038] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.780
Correlated most with:
Number of Visits:0.029
MatDeliveryAge:-0.003
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.002
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.002
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.002
* Vital: Wt-avg16to19 | coef 0.026 95% CI: [0.016 , 0.036] | OR_adj 1.027 [1.016 1.037] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.775
Correlated most with:
MatDeliveryAge:-0.040
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.029
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.029
Number of Visits:0.020
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.014
* Vital: Wt for Length Zscore-avg10to13 | coef 0.025 95% CI: [0.010 , 0.040] | OR_adj 1.026 [1.011 1.041] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.721
Correlated most with:
MatDeliveryAge:0.124
Number of Visits:-0.052
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.047
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.001
* Vital: Wt Percentile-latest | coef 0.022 95% CI: [0.010 , 0.033] | OR_adj 1.022 [1.010 1.034] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.726
Correlated most with:
Number of Visits:0.011
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.010
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.008
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.008
MatDeliveryAge:0.002
MatDeliveryAge | coef 0.019 95% CI: [0.015 , 0.023] | OR_adj 1.019 [1.015 1.024] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.536
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.299
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.299
Number of Visits:-0.079
MatDeliveryAge:0.011
* Vital: Wt for Length ZScore-avg1to3 | coef 0.017 95% CI: [0.015 , 0.020] | OR_adj 1.017 [1.015 1.020] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.595
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299
Number of Visits:-0.023
MatDeliveryAge:0.007
Vital: Wt for Length ZScore-gain5to10 | coef 0.015 95% CI: [0.012 , 0.019] | OR_adj 1.015 [1.012 1.019] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.475
Correlated most with:
MatDeliveryAge:-0.028
Number of Visits:0.028
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.007
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.000
* Vital: BMI-gain7to13 | coef 0.015 95% CI: [0.009 , 0.021] | OR_adj 1.015 [1.009 1.022] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.433
Correlated most with:
Number of Visits:0.019
MatDeliveryAge:-0.015
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.015
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.015
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.003
Vital: Temp-latest | coef 0.014 95% CI: [0.011 , 0.017] | OR_adj 1.014 [1.011 1.017] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.558
Correlated most with:
Number of Visits:0.019
MatDeliveryAge:-0.011
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.010
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.009
* Vital: Wt-postPregnancy | coef 0.014 95% CI: [0.009 , 0.019] | OR_adj 1.014 [1.009 1.019] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.624
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299
Number of Visits:-0.022
MatDeliveryAge:0.007
* Vital: Wt-gain7to13 | coef 0.013 95% CI: [0.009 , 0.017] | OR_adj 1.013 [1.009 1.018] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.461
Correlated most with:
Number of Visits:0.032
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.010
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.010
MatDeliveryAge:0.002
Vital: Wt for Length ZScore-gain7to13 | coef 0.013 95% CI: [0.010 , 0.016] | OR_adj 1.013 [1.010 1.016] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.584
Correlated most with:
MatDeliveryAge:-0.034
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.032
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.025
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.025
Number of Visits:0.023
Vital: Temp-avg0to1 | coef 0.013 95% CI: [0.010 , 0.015] | OR_adj 1.013 [1.010 1.015] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.499
Correlated most with:
Number of Visits:0.025
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.009
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.009
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.009
MatDeliveryAge:0.000
* Vital: Ht-gain7to13 | coef 0.012 95% CI: [0.008 , 0.015] | OR_adj 1.012 [1.008 1.015] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.467
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.016
Number of Visits:0.016
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.016
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.013
MatDeliveryAge:-0.009
Vital: HC-gain3to7 | coef 0.011 95% CI: [0.008 , 0.015] | OR_adj 1.011 [1.008 1.015] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.527
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.032
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.031
Number of Visits:0.026
MatDeliveryAge:0.026
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001
* Vital: Wt Change-avg19to24 | coef 0.009 95% CI: [0.003 , 0.014] | OR_adj 1.009 [1.003 1.014] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.564
Correlated most with:
Number of Visits:-0.161
MatDeliveryAge:-0.023
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.012
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.012
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001
Vital: Ht-avg10to13 | coef 0.009 95% CI: [0.005 , 0.012] | OR_adj 1.009 [1.005 1.012] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.534
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.033
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.032
Number of Visits:0.015
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.011
MatDeliveryAge:-0.007
* Vital: Wt Change-latest | coef 0.008 95% CI: [0.005 , 0.012] | OR_adj 1.009 [1.005 1.012] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.543
Correlated most with:
Number of Visits:-0.166
MatDeliveryAge:-0.023
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.001
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.000
Vital: HC-gain5to10 | coef 0.008 95% CI: [0.006 , 0.011] | OR_adj 1.008 [1.006 1.011] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.475
Correlated most with:
MatDeliveryAge:-0.042
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.037
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.031
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.031
Number of Visits:0.028
Vital: Ht Percentile-gain16to24 | coef 0.008 95% CI: [0.004 , 0.011] | OR_adj 1.008 [1.004 1.011] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.476
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.051
MatDeliveryAge:-0.039
Number of Visits:0.028
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.004
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.003
Vital: Wt Change-avg7to10 | coef 0.005 95% CI: [0.001 , 0.009] | OR_adj 1.005 [1.001 1.009] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.522
Correlated most with:
MatDeliveryAge:-0.026
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.022
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.022
Number of Visits:-0.014
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.006
Vital : 0.950131500164
Number of Visits : 0.0306342015398
MatDeliveryAge : 0.0192342982963
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_index_lasso_fts_no_census
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_results_lasso_fts_no_census
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_models_lasso_fts_no_census.pkl
-----------------------------------------------------
girls lasso_fts no_census gradientboost
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.732, R^2 test: 0.303
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.271
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.870, R^2 test: 0.298
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.981, Explained Variance Score Train: 0.747
AUC Validation: 0.756, Explained Variance Score Validation: 0.275
AUC Test: 0.751, Explained Variance Score Test: 0.283
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.756, R^2 test: 0.279
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.274
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.813, R^2 test: 0.268
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.955, Explained Variance Score Train: 0.757
AUC Validation: 0.910, Explained Variance Score Validation: 0.312
AUC Test: 0.762, Explained Variance Score Test: 0.276
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.697, R^2 test: 0.260
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.252
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.796, R^2 test: 0.251
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.952, Explained Variance Score Train: 0.755
AUC Validation: 0.830, Explained Variance Score Validation: 0.327
AUC Test: 0.745, Explained Variance Score Test: 0.241
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.842, R^2 test: 0.268
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.872, R^2 test: 0.265
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.915, R^2 test: 0.239
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.974, Explained Variance Score Train: 0.859
AUC Validation: 0.816, Explained Variance Score Validation: 0.419
AUC Test: 0.764, Explained Variance Score Test: 0.261
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.678, R^2 test: 0.299
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.733, R^2 test: 0.306
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.780, R^2 test: 0.297
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.956, Explained Variance Score Train: 0.730
AUC Validation: 0.777, Explained Variance Score Validation: 0.355
AUC Test: 0.761, Explained Variance Score Test: 0.310
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.818, R^2 test: 0.278
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.864, R^2 test: 0.284
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.896, R^2 test: 0.279
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.958, Explained Variance Score Train: 0.892
AUC Validation: 0.772, Explained Variance Score Validation: 0.410
AUC Test: 0.768, Explained Variance Score Test: 0.275
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.784, R^2 test: 0.294
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.768, R^2 test: 0.331
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.807, R^2 test: 0.305
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.978, Explained Variance Score Train: 0.825
AUC Validation: 0.722, Explained Variance Score Validation: 0.357
AUC Test: 0.771, Explained Variance Score Test: 0.322
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.830, R^2 test: 0.324
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.805, R^2 test: 0.328
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.850, R^2 test: 0.353
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.963, Explained Variance Score Train: 0.827
AUC Validation: 0.732, Explained Variance Score Validation: 0.264
AUC Test: 0.754, Explained Variance Score Test: 0.345
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.793, R^2 test: 0.277
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.879, R^2 test: 0.265
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.912, R^2 test: 0.277
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.941, Explained Variance Score Train: 0.767
AUC Validation: 0.698, Explained Variance Score Validation: 0.120
AUC Test: 0.775, Explained Variance Score Test: 0.298
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.825, R^2 test: 0.216
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.854, R^2 test: 0.184
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.858, R^2 test: 0.197
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.944, Explained Variance Score Train: 0.826
AUC Validation: 0.756, Explained Variance Score Validation: 0.279
AUC Test: 0.753, Explained Variance Score Test: 0.236
total variables 32 and total subjects: 1698
->AUC validation: 0.777 95% CI: [0.741 , 0.813]
->AUC test: 0.760 95% CI: [0.755 , 0.766]
->Explained Variance (R2) validation: 0.312 95% CI: [0.261 , 0.363]
->Explained Variance (R2) test: 0.285 95% CI: [0.264 , 0.305]
Test set metrics:
@threshold:3.490, sens:0.000, spec:1.000, ppv:0.000, acc:0.858, f1:0.000, total+:0, total-:339
@threshold:2.490, sens:0.000, spec:1.000, ppv:0.000, acc:0.858, f1:0.000, total+:0, total-:339
@threshold:2.114, sens:0.042, spec:0.997, ppv:0.667, acc:0.861, f1:0.078, total+:3, total-:336
@threshold:2.073, sens:0.062, spec:0.997, ppv:0.750, acc:0.864, f1:0.115, total+:4, total-:335
@threshold:1.906, sens:0.125, spec:0.993, ppv:0.750, acc:0.870, f1:0.214, total+:8, total-:331
@threshold:1.886, sens:0.146, spec:0.993, ppv:0.778, acc:0.873, f1:0.246, total+:9, total-:330
@threshold:1.721, sens:0.167, spec:0.990, ppv:0.727, acc:0.873, f1:0.271, total+:11, total-:328
@threshold:1.341, sens:0.188, spec:0.979, ppv:0.600, acc:0.867, f1:0.286, total+:15, total-:324
@threshold:1.330, sens:0.188, spec:0.976, ppv:0.562, acc:0.864, f1:0.281, total+:16, total-:323
@threshold:1.214, sens:0.208, spec:0.976, ppv:0.588, acc:0.867, f1:0.308, total+:17, total-:322
@threshold:1.206, sens:0.229, spec:0.973, ppv:0.579, acc:0.867, f1:0.328, total+:19, total-:320
@threshold:1.103, sens:0.250, spec:0.969, ppv:0.571, acc:0.867, f1:0.348, total+:21, total-:318
@threshold:1.052, sens:0.250, spec:0.966, ppv:0.545, acc:0.864, f1:0.343, total+:22, total-:317
@threshold:0.902, sens:0.271, spec:0.948, ppv:0.464, acc:0.853, f1:0.342, total+:28, total-:311
@threshold:0.837, sens:0.292, spec:0.945, ppv:0.467, acc:0.853, f1:0.359, total+:30, total-:309
@threshold:0.794, sens:0.312, spec:0.945, ppv:0.484, acc:0.855, f1:0.380, total+:31, total-:308
@threshold:0.765, sens:0.312, spec:0.942, ppv:0.469, acc:0.853, f1:0.375, total+:32, total-:307
@threshold:0.749, sens:0.333, spec:0.938, ppv:0.471, acc:0.853, f1:0.390, total+:34, total-:305
@threshold:0.676, sens:0.333, spec:0.935, ppv:0.457, acc:0.850, f1:0.386, total+:35, total-:304
@threshold:0.519, sens:0.354, spec:0.921, ppv:0.425, acc:0.841, f1:0.386, total+:40, total-:299
@threshold:0.510, sens:0.354, spec:0.918, ppv:0.415, acc:0.838, f1:0.382, total+:41, total-:298
@threshold:0.507, sens:0.375, spec:0.918, ppv:0.429, acc:0.841, f1:0.400, total+:42, total-:297
@threshold:0.507, sens:0.375, spec:0.914, ppv:0.419, acc:0.838, f1:0.396, total+:43, total-:296
@threshold:0.416, sens:0.396, spec:0.893, ppv:0.380, acc:0.823, f1:0.388, total+:50, total-:289
@threshold:0.393, sens:0.396, spec:0.890, ppv:0.373, acc:0.820, f1:0.384, total+:51, total-:288
@threshold:0.369, sens:0.417, spec:0.890, ppv:0.385, acc:0.823, f1:0.400, total+:52, total-:287
@threshold:0.368, sens:0.417, spec:0.887, ppv:0.377, acc:0.820, f1:0.396, total+:53, total-:286
@threshold:0.357, sens:0.438, spec:0.876, ppv:0.368, acc:0.814, f1:0.400, total+:57, total-:282
@threshold:0.353, sens:0.438, spec:0.873, ppv:0.362, acc:0.811, f1:0.396, total+:58, total-:281
@threshold:0.339, sens:0.458, spec:0.873, ppv:0.373, acc:0.814, f1:0.411, total+:59, total-:280
@threshold:0.318, sens:0.479, spec:0.869, ppv:0.377, acc:0.814, f1:0.422, total+:61, total-:278
@threshold:0.282, sens:0.500, spec:0.856, ppv:0.364, acc:0.805, f1:0.421, total+:66, total-:273
@threshold:0.255, sens:0.500, spec:0.852, ppv:0.358, acc:0.802, f1:0.417, total+:67, total-:272
@threshold:0.230, sens:0.521, spec:0.849, ppv:0.362, acc:0.802, f1:0.427, total+:69, total-:270
@threshold:0.226, sens:0.521, spec:0.845, ppv:0.357, acc:0.799, f1:0.424, total+:70, total-:269
@threshold:0.221, sens:0.542, spec:0.842, ppv:0.361, acc:0.799, f1:0.433, total+:72, total-:267
@threshold:0.218, sens:0.542, spec:0.838, ppv:0.356, acc:0.796, f1:0.430, total+:73, total-:266
@threshold:0.211, sens:0.562, spec:0.835, ppv:0.360, acc:0.796, f1:0.439, total+:75, total-:264
@threshold:0.209, sens:0.562, spec:0.832, ppv:0.355, acc:0.794, f1:0.435, total+:76, total-:263
@threshold:0.139, sens:0.583, spec:0.804, ppv:0.329, acc:0.773, f1:0.421, total+:85, total-:254
@threshold:0.136, sens:0.583, spec:0.801, ppv:0.326, acc:0.770, f1:0.418, total+:86, total-:253
@threshold:0.031, sens:0.604, spec:0.732, ppv:0.271, acc:0.714, f1:0.374, total+:107, total-:232
@threshold:0.030, sens:0.604, spec:0.729, ppv:0.269, acc:0.711, f1:0.372, total+:108, total-:231
@threshold:0.013, sens:0.625, spec:0.722, ppv:0.270, acc:0.708, f1:0.377, total+:111, total-:228
@threshold:0.012, sens:0.646, spec:0.718, ppv:0.274, acc:0.708, f1:0.385, total+:113, total-:226
@threshold:-0.000, sens:0.667, spec:0.718, ppv:0.281, acc:0.711, f1:0.395, total+:114, total-:225
@threshold:-0.003, sens:0.667, spec:0.715, ppv:0.278, acc:0.708, f1:0.393, total+:115, total-:224
@threshold:-0.004, sens:0.688, spec:0.711, ppv:0.282, acc:0.708, f1:0.400, total+:117, total-:222
@threshold:-0.017, sens:0.688, spec:0.708, ppv:0.280, acc:0.705, f1:0.398, total+:118, total-:221
@threshold:-0.040, sens:0.708, spec:0.694, ppv:0.276, acc:0.696, f1:0.398, total+:123, total-:216
@threshold:-0.040, sens:0.708, spec:0.691, ppv:0.274, acc:0.693, f1:0.395, total+:124, total-:215
@threshold:-0.070, sens:0.729, spec:0.670, ppv:0.267, acc:0.678, f1:0.391, total+:131, total-:208
@threshold:-0.072, sens:0.729, spec:0.667, ppv:0.265, acc:0.676, f1:0.389, total+:132, total-:207
@threshold:-0.170, sens:0.750, spec:0.605, ppv:0.238, acc:0.625, f1:0.362, total+:151, total-:188
@threshold:-0.171, sens:0.750, spec:0.601, ppv:0.237, acc:0.622, f1:0.360, total+:152, total-:187
@threshold:-0.228, sens:0.771, spec:0.546, ppv:0.219, acc:0.578, f1:0.341, total+:169, total-:170
@threshold:-0.235, sens:0.771, spec:0.543, ppv:0.218, acc:0.575, f1:0.339, total+:170, total-:169
@threshold:-0.259, sens:0.792, spec:0.491, ppv:0.204, acc:0.534, f1:0.325, total+:186, total-:153
@threshold:-0.262, sens:0.792, spec:0.488, ppv:0.203, acc:0.531, f1:0.323, total+:187, total-:152
@threshold:-0.265, sens:0.812, spec:0.481, ppv:0.205, acc:0.528, f1:0.328, total+:190, total-:149
@threshold:-0.267, sens:0.833, spec:0.478, ppv:0.208, acc:0.528, f1:0.333, total+:192, total-:147
@threshold:-0.268, sens:0.833, spec:0.474, ppv:0.207, acc:0.525, f1:0.332, total+:193, total-:146
@threshold:-0.268, sens:0.854, spec:0.474, ppv:0.211, acc:0.528, f1:0.339, total+:194, total-:145
@threshold:-0.271, sens:0.854, spec:0.471, ppv:0.210, acc:0.525, f1:0.337, total+:195, total-:144
@threshold:-0.286, sens:0.875, spec:0.457, ppv:0.210, acc:0.516, f1:0.339, total+:200, total-:139
@threshold:-0.290, sens:0.875, spec:0.454, ppv:0.209, acc:0.513, f1:0.337, total+:201, total-:138
@threshold:-0.320, sens:0.896, spec:0.419, ppv:0.203, acc:0.487, f1:0.331, total+:212, total-:127
@threshold:-0.335, sens:0.896, spec:0.416, ppv:0.202, acc:0.484, f1:0.330, total+:213, total-:126
@threshold:-0.395, sens:0.917, spec:0.340, ppv:0.186, acc:0.422, f1:0.310, total+:236, total-:103
@threshold:-0.396, sens:0.917, spec:0.337, ppv:0.186, acc:0.419, f1:0.309, total+:237, total-:102
@threshold:-0.461, sens:0.938, spec:0.265, ppv:0.174, acc:0.360, f1:0.293, total+:259, total-:80
@threshold:-0.471, sens:0.938, spec:0.261, ppv:0.173, acc:0.357, f1:0.292, total+:260, total-:79
@threshold:-0.582, sens:0.958, spec:0.165, ppv:0.159, acc:0.277, f1:0.273, total+:289, total-:50
@threshold:-0.583, sens:0.958, spec:0.162, ppv:0.159, acc:0.274, f1:0.272, total+:290, total-:49
@threshold:-0.813, sens:0.979, spec:0.041, ppv:0.144, acc:0.174, f1:0.251, total+:326, total-:13
@threshold:-0.823, sens:0.979, spec:0.038, ppv:0.144, acc:0.171, f1:0.251, total+:327, total-:12
@threshold:-1.344, sens:1.000, spec:0.003, ppv:0.142, acc:0.145, f1:0.249, total+:338, total-:1
Vital: Wt for Length ZScore-gain7to13 | coef 0.044 95% CI: [0.038 , 0.050] | OR_adj 1.045 [1.039 1.052] | occ: 1460 | OR_unadj: 1.296 [0.993 1.692] | indivs AUC:0.555
Correlated most with:
MatDeliveryAge:-0.034
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.032
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.025
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.025
Number of Visits:0.023
* Vital: Wt for Length ZScore-avg1to3 | coef 0.044 95% CI: [0.032 , 0.055] | OR_adj 1.045 [1.033 1.057] | occ: 1348 | OR_unadj: 1.471 [1.126 1.921] | indivs AUC:0.556
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299
Number of Visits:-0.023
MatDeliveryAge:0.007
* Vital: Wt for Length Zscore-avg10to13 | coef 0.040 95% CI: [0.032 , 0.049] | OR_adj 1.041 [1.032 1.050] | occ: 1381 | OR_unadj: 2.955 [2.245 3.890] | indivs AUC:0.651
Correlated most with:
MatDeliveryAge:0.124
Number of Visits:-0.052
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.047
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.046
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.001
Vital: Wt for Length ZScore-gain5to10 | coef 0.039 95% CI: [0.031 , 0.048] | OR_adj 1.040 [1.031 1.049] | occ: 1438 | OR_unadj: 1.002 [0.766 1.310] | indivs AUC:0.516
Correlated most with:
MatDeliveryAge:-0.028
Number of Visits:0.028
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.007
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.001
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.000
* Vital: BMI-latest | coef 0.038 95% CI: [0.023 , 0.053] | OR_adj 1.039 [1.024 1.055] | occ: 1621 | OR_unadj: 4.766 [3.528 6.438] | indivs AUC:0.764
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046
Number of Visits:0.023
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.011
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.011
MatDeliveryAge:0.001
* Vital: Wt for Length ZScore-avg3to5 | coef 0.037 95% CI: [0.033 , 0.041] | OR_adj 1.038 [1.034 1.042] | occ: 1299 | OR_unadj: 1.902 [1.455 2.486] | indivs AUC:0.593
Correlated most with:
MatDeliveryAge:1.000
Number of Visits:0.078
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.007
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.007
* Vital: BMI-gain7to13 | coef 0.036 95% CI: [0.028 , 0.045] | OR_adj 1.037 [1.028 1.046] | occ: 1475 | OR_unadj: 1.324 [1.001 1.752] | indivs AUC:0.444
Correlated most with:
Number of Visits:0.019
MatDeliveryAge:-0.015
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.015
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.015
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.003
* Vital: Wt-postPregnancy | coef 0.036 95% CI: [0.019 , 0.052] | OR_adj 1.037 [1.019 1.054] | occ: 666 | OR_unadj: 1.845 [1.336 2.549] | indivs AUC:0.581
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.299
Number of Visits:-0.022
MatDeliveryAge:0.007
Vital: Temp-avg0to1 | coef 0.035 95% CI: [0.030 , 0.039] | OR_adj 1.035 [1.030 1.040] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.508
Correlated most with:
Number of Visits:0.025
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.009
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.009
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.009
MatDeliveryAge:0.000
* Vital: Wt for Length ZScore-avg16to19 | coef 0.034 95% CI: [0.023 , 0.045] | OR_adj 1.035 [1.023 1.046] | occ: 1267 | OR_unadj: 3.111 [2.368 4.088] | indivs AUC:0.713
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.038
MatDeliveryAge:0.021
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.013
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.013
Number of Visits:-0.012
* Vital: BMI-avg13to16 | coef 0.034 95% CI: [0.026 , 0.042] | OR_adj 1.034 [1.026 1.042] | occ: 1286 | OR_unadj: 3.814 [2.889 5.036] | indivs AUC:0.685
Correlated most with:
Number of Visits:0.014
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.012
MatDeliveryAge:-0.005
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.005
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.005
* Vital: Wt for Length ZScore-latest | coef 0.033 95% CI: [0.028 , 0.039] | OR_adj 1.034 [1.028 1.040] | occ: 1612 | OR_unadj: 4.367 [3.234 5.898] | indivs AUC:0.747
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.023
Number of Visits:-0.014
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.005
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.005
MatDeliveryAge:-0.002
Number of Visits | coef 0.033 95% CI: [0.026 , 0.040] | OR_adj 1.033 [1.026 1.040] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.436
Correlated most with:
Number of Visits:1.000
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.079
MatDeliveryAge:0.078
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.023
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.022
Vital: Ht-avg10to13 | coef 0.033 95% CI: [0.025 , 0.040] | OR_adj 1.033 [1.026 1.041] | occ: 1381 | OR_unadj: 1.307 [0.998 1.712] | indivs AUC:0.565
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.033
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.032
Number of Visits:0.015
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.011
MatDeliveryAge:-0.007
* Vital: Ht-gain7to13 | coef 0.032 95% CI: [0.023 , 0.041] | OR_adj 1.033 [1.023 1.042] | occ: 1451 | OR_unadj: 1.379 [1.027 1.851] | indivs AUC:0.503
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.016
Number of Visits:0.016
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.016
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.013
MatDeliveryAge:-0.009
* Vital: Wt Change-latest | coef 0.031 95% CI: [0.024 , 0.039] | OR_adj 1.032 [1.024 1.040] | occ: 979 | OR_unadj: 1.660 [1.219 2.259] | indivs AUC:0.576
Correlated most with:
Number of Visits:-0.166
MatDeliveryAge:-0.023
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.001
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.000
* Vital: Wt Change-avg19to24 | coef 0.031 95% CI: [0.024 , 0.038] | OR_adj 1.031 [1.024 1.039] | occ: 880 | OR_unadj: 2.064 [1.510 2.823] | indivs AUC:0.696
Correlated most with:
Number of Visits:-0.161
MatDeliveryAge:-0.023
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.012
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.012
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001
Vital: Ht Percentile-gain16to24 | coef 0.031 95% CI: [0.027 , 0.035] | OR_adj 1.031 [1.027 1.036] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.551
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.051
MatDeliveryAge:-0.039
Number of Visits:0.028
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.004
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.003
* Vital: Wt-gain7to13 | coef 0.031 95% CI: [0.025 , 0.037] | OR_adj 1.031 [1.025 1.038] | occ: 1465 | OR_unadj: 1.582 [1.200 2.085] | indivs AUC:0.514
Correlated most with:
Number of Visits:0.032
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.010
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.010
MatDeliveryAge:0.002
* Vital: Wt Percentile-latest | coef 0.030 95% CI: [0.020 , 0.041] | OR_adj 1.031 [1.020 1.042] | occ: 1028 | OR_unadj: 2.134 [1.631 2.792] | indivs AUC:0.682
Correlated most with:
Number of Visits:0.011
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.010
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.008
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.008
MatDeliveryAge:0.002
Vital: Temp-latest | coef 0.030 95% CI: [0.026 , 0.033] | OR_adj 1.030 [1.027 1.033] | occ: 1624 | OR_unadj: 0.982 [0.750 1.286] | indivs AUC:0.528
Correlated most with:
Number of Visits:0.019
MatDeliveryAge:-0.011
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.010
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.009
MatDeliveryAge | coef 0.029 95% CI: [0.024 , 0.034] | OR_adj 1.029 [1.024 1.035] | occ: 1698 | OR_unadj: 1.212 [0.929 1.582] | indivs AUC:0.572
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:1.000
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.299
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.299
Number of Visits:-0.079
MatDeliveryAge:0.011
Vital: Wt Change-avg7to10 | coef 0.028 95% CI: [0.022 , 0.035] | OR_adj 1.029 [1.022 1.035] | occ: 515 | OR_unadj: 0.986 [0.640 1.520] | indivs AUC:0.494
Correlated most with:
MatDeliveryAge:-0.026
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.022
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.022
Number of Visits:-0.014
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.006
Vital: HC-gain3to7 | coef 0.027 95% CI: [0.022 , 0.033] | OR_adj 1.028 [1.022 1.033] | occ: 1310 | OR_unadj: 1.076 [0.825 1.404] | indivs AUC:0.586
Correlated most with:
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.032
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.031
Number of Visits:0.026
MatDeliveryAge:0.026
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.001
* Vital: Wt-avg16to19 | coef 0.027 95% CI: [0.020 , 0.034] | OR_adj 1.027 [1.020 1.035] | occ: 1298 | OR_unadj: 3.060 [2.331 4.017] | indivs AUC:0.690
Correlated most with:
MatDeliveryAge:-0.040
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.029
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.029
Number of Visits:0.020
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.014
* Vital: BMI-avg16to19 | coef 0.027 95% CI: [0.023 , 0.030] | OR_adj 1.027 [1.023 1.031] | occ: 1269 | OR_unadj: 3.131 [2.385 4.111] | indivs AUC:0.723
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.035
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.034
MatDeliveryAge:-0.021
Number of Visits:-0.007
Vital: HC-gain5to10 | coef 0.026 95% CI: [0.020 , 0.032] | OR_adj 1.026 [1.020 1.032] | occ: 1305 | OR_unadj: 1.028 [0.772 1.370] | indivs AUC:0.475
Correlated most with:
MatDeliveryAge:-0.042
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.037
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.031
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.031
Number of Visits:0.028
* Vital: BMI-gain0to24 | coef 0.024 95% CI: [0.018 , 0.031] | OR_adj 1.025 [1.018 1.032] | occ: 1338 | OR_unadj: 3.923 [2.973 5.177] | indivs AUC:0.768
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.038
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.035
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.035
MatDeliveryAge:-0.010
Number of Visits:-0.001
* Vital: Wt-gain0to24 | coef 0.024 95% CI: [0.020 , 0.028] | OR_adj 1.024 [1.020 1.028] | occ: 1357 | OR_unadj: 3.724 [2.823 4.912] | indivs AUC:0.727
Correlated most with:
Number of Visits:0.029
MatDeliveryAge:-0.003
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.002
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.002
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.002
* Vital: BMI-avg19to24 | coef 0.023 95% CI: [0.018 , 0.028] | OR_adj 1.024 [1.018 1.029] | occ: 1354 | OR_unadj: 4.046 [3.062 5.347] | indivs AUC:0.762
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.045
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.037
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.037
MatDeliveryAge:-0.013
Number of Visits:-0.007
* Vital: Wt for Len Percentile-avg13to16 | coef 0.016 95% CI: [0.012 , 0.020] | OR_adj 1.016 [1.012 1.020] | occ: 1286 | OR_unadj: 3.426 [2.597 4.520] | indivs AUC:0.679
Correlated most with:
Number of Visits:0.025
MatDeliveryAge:-0.021
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:-0.007
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:-0.006
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.005
* Vital: Wt-latest | coef 0.016 95% CI: [0.012 , 0.019] | OR_adj 1.016 [1.012 1.019] | occ: 1626 | OR_unadj: 3.500 [2.571 4.766] | indivs AUC:0.696
Correlated most with:
Number of Visits:0.240
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.057
MatDeliveryAge:0.048
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-latest:0.001
Census:Percent with a disability; Estimate; Total civilian noninstitutionalized population-birth:0.001
Vital : 0.93817898247
Number of Visits : 0.0328704108509
MatDeliveryAge : 0.0289506066787
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_index_lasso_fts_no_census
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_results_lasso_fts_no_census
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_models_lasso_fts_no_census.pkl
-----------------------------------------------------
girls lasso_fts no_wt_bmi lasso
Bootstrap CV 8, alpha = 0.001, R^2 train: 0.092, R^2 test: -0.022
Bootstrap CV 8, alpha = 0.005, R^2 train: 0.091, R^2 test: -0.015
Bootstrap CV 8, alpha = 0.01, R^2 train: 0.091, R^2 test: -0.007
Bootstrap CV 8, alpha = 0.1, R^2 train: 0.045, R^2 test: 0.023
best alpha via bootstrap CV: 0.1
AUC Train: 0.616, Explained Variance Score Train: 0.045
AUC Validation: 0.578, Explained Variance Score Validation: -0.016
AUC Test: 0.600, Explained Variance Score Test: 0.027
Bootstrap CV 2, alpha = 0.001, R^2 train: 0.074, R^2 test: 0.012
Bootstrap CV 2, alpha = 0.005, R^2 train: 0.074, R^2 test: 0.016
Bootstrap CV 2, alpha = 0.01, R^2 train: 0.073, R^2 test: 0.019
Bootstrap CV 2, alpha = 0.1, R^2 train: 0.022, R^2 test: 0.015
best alpha via bootstrap CV: 0.01
AUC Train: 0.658, Explained Variance Score Train: 0.073
AUC Validation: 0.586, Explained Variance Score Validation: 0.025
AUC Test: 0.599, Explained Variance Score Test: 0.020
Bootstrap CV 4, alpha = 0.001, R^2 train: 0.056, R^2 test: -0.032
Bootstrap CV 4, alpha = 0.005, R^2 train: 0.056, R^2 test: -0.028
Bootstrap CV 4, alpha = 0.01, R^2 train: 0.055, R^2 test: -0.023
Bootstrap CV 4, alpha = 0.1, R^2 train: 0.019, R^2 test: 0.008
best alpha via bootstrap CV: 0.1
AUC Train: 0.571, Explained Variance Score Train: 0.019
AUC Validation: 0.487, Explained Variance Score Validation: 0.006
AUC Test: 0.597, Explained Variance Score Test: 0.009
Bootstrap CV 1, alpha = 0.001, R^2 train: 0.044, R^2 test: 0.032
Bootstrap CV 1, alpha = 0.005, R^2 train: 0.044, R^2 test: 0.029
Bootstrap CV 1, alpha = 0.01, R^2 train: 0.043, R^2 test: 0.027
Bootstrap CV 1, alpha = 0.1, R^2 train: 0.009, R^2 test: 0.000
best alpha via bootstrap CV: 0.001
AUC Train: 0.626, Explained Variance Score Train: 0.044
AUC Validation: 0.511, Explained Variance Score Validation: -0.054
AUC Test: 0.596, Explained Variance Score Test: 0.035
Bootstrap CV 7, alpha = 0.001, R^2 train: 0.060, R^2 test: 0.002
Bootstrap CV 7, alpha = 0.005, R^2 train: 0.060, R^2 test: 0.004
Bootstrap CV 7, alpha = 0.01, R^2 train: 0.060, R^2 test: 0.006
Bootstrap CV 7, alpha = 0.1, R^2 train: 0.015, R^2 test: 0.012
best alpha via bootstrap CV: 0.1
AUC Train: 0.622, Explained Variance Score Train: 0.015
AUC Validation: 0.488, Explained Variance Score Validation: -0.002
AUC Test: 0.540, Explained Variance Score Test: 0.013
Bootstrap CV 3, alpha = 0.001, R^2 train: 0.070, R^2 test: -0.027
Bootstrap CV 3, alpha = 0.005, R^2 train: 0.070, R^2 test: -0.025
Bootstrap CV 3, alpha = 0.01, R^2 train: 0.069, R^2 test: -0.022
Bootstrap CV 3, alpha = 0.1, R^2 train: 0.019, R^2 test: -0.002
best alpha via bootstrap CV: 0.1
AUC Train: 0.643, Explained Variance Score Train: 0.019
AUC Validation: 0.741, Explained Variance Score Validation: 0.011
AUC Test: 0.593, Explained Variance Score Test: 0.013
Bootstrap CV 0, alpha = 0.001, R^2 train: 0.086, R^2 test: -0.089
Bootstrap CV 0, alpha = 0.005, R^2 train: 0.085, R^2 test: -0.084
Bootstrap CV 0, alpha = 0.01, R^2 train: 0.085, R^2 test: -0.079
Bootstrap CV 0, alpha = 0.1, R^2 train: 0.044, R^2 test: -0.040
best alpha via bootstrap CV: 0.1
AUC Train: 0.655, Explained Variance Score Train: 0.044
AUC Validation: 0.426, Explained Variance Score Validation: -0.030
AUC Test: 0.542, Explained Variance Score Test: -0.030
Bootstrap CV 5, alpha = 0.001, R^2 train: 0.096, R^2 test: 0.007
Bootstrap CV 5, alpha = 0.005, R^2 train: 0.096, R^2 test: 0.012
Bootstrap CV 5, alpha = 0.01, R^2 train: 0.095, R^2 test: 0.015
Bootstrap CV 5, alpha = 0.1, R^2 train: 0.052, R^2 test: 0.014
best alpha via bootstrap CV: 0.01
AUC Train: 0.662, Explained Variance Score Train: 0.095
AUC Validation: 0.590, Explained Variance Score Validation: -0.009
AUC Test: 0.619, Explained Variance Score Test: 0.024
Bootstrap CV 6, alpha = 0.001, R^2 train: 0.080, R^2 test: 0.003
Bootstrap CV 6, alpha = 0.005, R^2 train: 0.080, R^2 test: 0.007
Bootstrap CV 6, alpha = 0.01, R^2 train: 0.079, R^2 test: 0.011
Bootstrap CV 6, alpha = 0.1, R^2 train: 0.009, R^2 test: -0.005
best alpha via bootstrap CV: 0.01
AUC Train: 0.631, Explained Variance Score Train: 0.079
AUC Validation: 0.617, Explained Variance Score Validation: 0.063
AUC Test: 0.625, Explained Variance Score Test: 0.027
Bootstrap CV 9, alpha = 0.001, R^2 train: 0.049, R^2 test: -0.023
Bootstrap CV 9, alpha = 0.005, R^2 train: 0.048, R^2 test: -0.019
Bootstrap CV 9, alpha = 0.01, R^2 train: 0.047, R^2 test: -0.016
Bootstrap CV 9, alpha = 0.1, R^2 train: 0.000, R^2 test: -0.007
best alpha via bootstrap CV: 0.1
AUC Train: 0.500, Explained Variance Score Train: 0.000
AUC Validation: 0.500, Explained Variance Score Validation: 0.000
AUC Test: 0.500, Explained Variance Score Test: 0.000
total variables 7 and total subjects: 1698
->AUC validation: 0.552 95% CI: [0.500 , 0.605]
->AUC test: 0.581 95% CI: [0.558 , 0.605]
->Explained Variance (R2) validation: -0.001 95% CI: [-0.019 , 0.018]
->Explained Variance (R2) test: 0.014 95% CI: [0.003 , 0.025]
Test set metrics:
@threshold:0.887, sens:0.000, spec:1.000, ppv:0.000, acc:0.823, f1:0.000, total+:0, total-:339
@threshold:0.542, sens:0.017, spec:1.000, ppv:1.000, acc:0.826, f1:0.033, total+:1, total-:338
@threshold:0.450, sens:0.050, spec:0.996, ppv:0.750, acc:0.829, f1:0.094, total+:4, total-:335
@threshold:0.431, sens:0.067, spec:0.993, ppv:0.667, acc:0.829, f1:0.121, total+:6, total-:333
@threshold:0.428, sens:0.067, spec:0.989, ppv:0.571, acc:0.826, f1:0.119, total+:7, total-:332
@threshold:0.371, sens:0.083, spec:0.971, ppv:0.385, acc:0.814, f1:0.137, total+:13, total-:326
@threshold:0.367, sens:0.083, spec:0.968, ppv:0.357, acc:0.811, f1:0.135, total+:14, total-:325
@threshold:0.354, sens:0.100, spec:0.953, ppv:0.316, acc:0.802, f1:0.152, total+:19, total-:320
@threshold:0.351, sens:0.100, spec:0.950, ppv:0.300, acc:0.799, f1:0.150, total+:20, total-:319
@threshold:0.335, sens:0.117, spec:0.946, ppv:0.318, acc:0.799, f1:0.171, total+:22, total-:317
@threshold:0.332, sens:0.117, spec:0.943, ppv:0.304, acc:0.796, f1:0.169, total+:23, total-:316
@threshold:0.303, sens:0.133, spec:0.925, ppv:0.276, acc:0.785, f1:0.180, total+:29, total-:310
@threshold:0.303, sens:0.133, spec:0.921, ppv:0.267, acc:0.782, f1:0.178, total+:30, total-:309
@threshold:0.282, sens:0.150, spec:0.918, ppv:0.281, acc:0.782, f1:0.196, total+:32, total-:307
@threshold:0.281, sens:0.150, spec:0.914, ppv:0.273, acc:0.779, f1:0.194, total+:33, total-:306
@threshold:0.273, sens:0.167, spec:0.914, ppv:0.294, acc:0.782, f1:0.213, total+:34, total-:305
@threshold:0.272, sens:0.167, spec:0.910, ppv:0.286, acc:0.779, f1:0.211, total+:35, total-:304
@threshold:0.252, sens:0.183, spec:0.892, ppv:0.268, acc:0.767, f1:0.218, total+:41, total-:298
@threshold:0.251, sens:0.183, spec:0.889, ppv:0.262, acc:0.764, f1:0.216, total+:42, total-:297
@threshold:0.240, sens:0.200, spec:0.885, ppv:0.273, acc:0.764, f1:0.231, total+:44, total-:295
@threshold:0.240, sens:0.200, spec:0.882, ppv:0.267, acc:0.761, f1:0.229, total+:45, total-:294
@threshold:0.230, sens:0.217, spec:0.878, ppv:0.277, acc:0.761, f1:0.243, total+:47, total-:292
@threshold:0.229, sens:0.217, spec:0.875, ppv:0.271, acc:0.758, f1:0.241, total+:48, total-:291
@threshold:0.218, sens:0.233, spec:0.860, ppv:0.264, acc:0.749, f1:0.248, total+:53, total-:286
@threshold:0.215, sens:0.233, spec:0.857, ppv:0.259, acc:0.746, f1:0.246, total+:54, total-:285
@threshold:0.199, sens:0.250, spec:0.842, ppv:0.254, acc:0.737, f1:0.252, total+:59, total-:280
@threshold:0.195, sens:0.250, spec:0.839, ppv:0.250, acc:0.735, f1:0.250, total+:60, total-:279
@threshold:0.183, sens:0.267, spec:0.828, ppv:0.250, acc:0.729, f1:0.258, total+:64, total-:275
@threshold:0.179, sens:0.283, spec:0.824, ppv:0.258, acc:0.729, f1:0.270, total+:66, total-:273
@threshold:0.177, sens:0.300, spec:0.817, ppv:0.261, acc:0.726, f1:0.279, total+:69, total-:270
@threshold:0.172, sens:0.300, spec:0.814, ppv:0.257, acc:0.723, f1:0.277, total+:70, total-:269
@threshold:0.151, sens:0.317, spec:0.799, ppv:0.253, acc:0.714, f1:0.281, total+:75, total-:264
@threshold:0.151, sens:0.317, spec:0.796, ppv:0.250, acc:0.711, f1:0.279, total+:76, total-:263
@threshold:0.138, sens:0.333, spec:0.785, ppv:0.250, acc:0.705, f1:0.286, total+:80, total-:259
@threshold:0.138, sens:0.333, spec:0.781, ppv:0.247, acc:0.702, f1:0.284, total+:81, total-:258
@threshold:0.127, sens:0.350, spec:0.771, ppv:0.247, acc:0.696, f1:0.290, total+:85, total-:254
@threshold:0.127, sens:0.350, spec:0.767, ppv:0.244, acc:0.693, f1:0.288, total+:86, total-:253
@threshold:0.123, sens:0.367, spec:0.756, ppv:0.244, acc:0.687, f1:0.293, total+:90, total-:249
@threshold:0.123, sens:0.383, spec:0.753, ppv:0.250, acc:0.687, f1:0.303, total+:92, total-:247
@threshold:0.120, sens:0.400, spec:0.746, ppv:0.253, acc:0.684, f1:0.310, total+:95, total-:244
@threshold:0.116, sens:0.400, spec:0.742, ppv:0.250, acc:0.681, f1:0.308, total+:96, total-:243
@threshold:0.096, sens:0.417, spec:0.713, ppv:0.238, acc:0.661, f1:0.303, total+:105, total-:234
@threshold:0.094, sens:0.417, spec:0.710, ppv:0.236, acc:0.658, f1:0.301, total+:106, total-:233
@threshold:0.088, sens:0.417, spec:0.685, ppv:0.221, acc:0.637, f1:0.289, total+:113, total-:226
@threshold:0.088, sens:0.433, spec:0.681, ppv:0.226, acc:0.637, f1:0.297, total+:115, total-:224
@threshold:0.084, sens:0.450, spec:0.667, ppv:0.225, acc:0.628, f1:0.300, total+:120, total-:219
@threshold:0.082, sens:0.450, spec:0.663, ppv:0.223, acc:0.625, f1:0.298, total+:121, total-:218
@threshold:0.081, sens:0.450, spec:0.652, ppv:0.218, acc:0.617, f1:0.293, total+:124, total-:215
@threshold:0.076, sens:0.467, spec:0.649, ppv:0.222, acc:0.617, f1:0.301, total+:126, total-:213
@threshold:0.070, sens:0.483, spec:0.642, ppv:0.225, acc:0.614, f1:0.307, total+:129, total-:210
@threshold:0.068, sens:0.483, spec:0.638, ppv:0.223, acc:0.611, f1:0.305, total+:130, total-:209
@threshold:0.060, sens:0.500, spec:0.627, ppv:0.224, acc:0.605, f1:0.309, total+:134, total-:205
@threshold:0.060, sens:0.500, spec:0.624, ppv:0.222, acc:0.602, f1:0.308, total+:135, total-:204
@threshold:0.058, sens:0.517, spec:0.624, ppv:0.228, acc:0.605, f1:0.316, total+:136, total-:203
@threshold:0.055, sens:0.517, spec:0.620, ppv:0.226, acc:0.602, f1:0.315, total+:137, total-:202
@threshold:0.054, sens:0.533, spec:0.620, ppv:0.232, acc:0.605, f1:0.323, total+:138, total-:201
@threshold:0.051, sens:0.533, spec:0.599, ppv:0.222, acc:0.587, f1:0.314, total+:144, total-:195
@threshold:0.050, sens:0.550, spec:0.595, ppv:0.226, acc:0.587, f1:0.320, total+:146, total-:193
@threshold:0.032, sens:0.567, spec:0.577, ppv:0.224, acc:0.575, f1:0.321, total+:152, total-:187
@threshold:0.032, sens:0.567, spec:0.573, ppv:0.222, acc:0.572, f1:0.319, total+:153, total-:186
@threshold:0.031, sens:0.583, spec:0.566, ppv:0.224, acc:0.569, f1:0.324, total+:156, total-:183
@threshold:0.020, sens:0.600, spec:0.563, ppv:0.228, acc:0.569, f1:0.330, total+:158, total-:181
@threshold:0.008, sens:0.617, spec:0.538, ppv:0.223, acc:0.552, f1:0.327, total+:166, total-:173
@threshold:0.007, sens:0.617, spec:0.534, ppv:0.222, acc:0.549, f1:0.326, total+:167, total-:172
@threshold:-0.014, sens:0.633, spec:0.484, ppv:0.209, acc:0.510, f1:0.314, total+:182, total-:157
@threshold:-0.017, sens:0.650, spec:0.480, ppv:0.212, acc:0.510, f1:0.320, total+:184, total-:155
@threshold:-0.021, sens:0.667, spec:0.470, ppv:0.213, acc:0.504, f1:0.323, total+:188, total-:151
@threshold:-0.022, sens:0.683, spec:0.466, ppv:0.216, acc:0.504, f1:0.328, total+:190, total-:149
@threshold:-0.040, sens:0.700, spec:0.437, ppv:0.211, acc:0.484, f1:0.324, total+:199, total-:140
@threshold:-0.041, sens:0.700, spec:0.434, ppv:0.210, acc:0.481, f1:0.323, total+:200, total-:139
@threshold:-0.059, sens:0.717, spec:0.398, ppv:0.204, acc:0.454, f1:0.317, total+:211, total-:128
@threshold:-0.059, sens:0.733, spec:0.394, ppv:0.207, acc:0.454, f1:0.322, total+:213, total-:126
@threshold:-0.070, sens:0.750, spec:0.366, ppv:0.203, acc:0.434, f1:0.319, total+:222, total-:117
@threshold:-0.072, sens:0.750, spec:0.362, ppv:0.202, acc:0.431, f1:0.318, total+:223, total-:116
@threshold:-0.095, sens:0.767, spec:0.326, ppv:0.197, acc:0.404, f1:0.313, total+:234, total-:105
@threshold:-0.097, sens:0.767, spec:0.323, ppv:0.196, acc:0.401, f1:0.312, total+:235, total-:104
@threshold:-0.098, sens:0.783, spec:0.323, ppv:0.199, acc:0.404, f1:0.318, total+:236, total-:103
@threshold:-0.100, sens:0.783, spec:0.319, ppv:0.198, acc:0.401, f1:0.316, total+:237, total-:102
@threshold:-0.104, sens:0.800, spec:0.319, ppv:0.202, acc:0.404, f1:0.322, total+:238, total-:101
@threshold:-0.104, sens:0.800, spec:0.315, ppv:0.201, acc:0.401, f1:0.321, total+:239, total-:100
@threshold:-0.108, sens:0.817, spec:0.305, ppv:0.202, acc:0.395, f1:0.323, total+:243, total-:96
@threshold:-0.109, sens:0.817, spec:0.301, ppv:0.201, acc:0.392, f1:0.322, total+:244, total-:95
@threshold:-0.213, sens:0.833, spec:0.179, ppv:0.179, acc:0.295, f1:0.295, total+:279, total-:60
@threshold:-0.217, sens:0.833, spec:0.176, ppv:0.179, acc:0.292, f1:0.294, total+:280, total-:59
@threshold:-0.224, sens:0.850, spec:0.168, ppv:0.180, acc:0.289, f1:0.297, total+:283, total-:56
@threshold:-0.224, sens:0.850, spec:0.165, ppv:0.180, acc:0.286, f1:0.297, total+:284, total-:55
@threshold:-0.237, sens:0.867, spec:0.151, ppv:0.180, acc:0.277, f1:0.298, total+:289, total-:50
@threshold:-0.250, sens:0.883, spec:0.147, ppv:0.182, acc:0.277, f1:0.302, total+:291, total-:48
@threshold:-0.267, sens:0.900, spec:0.136, ppv:0.183, acc:0.271, f1:0.304, total+:295, total-:44
@threshold:-0.290, sens:0.917, spec:0.133, ppv:0.185, acc:0.271, f1:0.308, total+:297, total-:42
@threshold:-0.302, sens:0.933, spec:0.115, ppv:0.185, acc:0.260, f1:0.309, total+:303, total-:36
@threshold:-0.306, sens:0.933, spec:0.111, ppv:0.184, acc:0.257, f1:0.308, total+:304, total-:35
@threshold:-0.332, sens:0.950, spec:0.100, ppv:0.185, acc:0.251, f1:0.310, total+:308, total-:31
@threshold:-0.338, sens:0.967, spec:0.097, ppv:0.187, acc:0.251, f1:0.314, total+:310, total-:29
@threshold:-0.368, sens:0.983, spec:0.086, ppv:0.188, acc:0.245, f1:0.316, total+:314, total-:25
@threshold:-0.370, sens:0.983, spec:0.082, ppv:0.187, acc:0.242, f1:0.315, total+:315, total-:24
@threshold:-0.719, sens:1.000, spec:0.004, ppv:0.178, acc:0.180, f1:0.302, total+:338, total-:1
Vital: HC-latest | coef 0.103 95% CI: [0.044 , 0.162] | OR_adj 1.108 [1.045 1.176] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.600
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046
Number of Visits:0.023
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.010
* Vital: Ht Percentile-latest | coef 0.071 95% CI: [0.028 , 0.115] | OR_adj 1.074 [1.028 1.122] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.597
Correlated most with:
Number of Visits:0.162
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.058
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.022
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.028 95% CI: [-0.010 , 0.065] | OR_adj 1.028 [0.990 1.067] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.541
Correlated most with:
Number of Visits:0.011
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.010
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.010
Number of Visits | coef -0.023 95% CI: [-0.046 , -0.000] | OR_adj 0.977 [0.955 1.000] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.502
Correlated most with:
Number of Visits:-0.166
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.011
Vital: Temp-avg0to1 | coef -0.013 95% CI: [-0.027 , 0.001] | OR_adj 0.987 [0.973 1.001] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.490
Correlated most with:
Number of Visits:0.026
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.025
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.015
Vital: Ht Percentile-gain16to24 | coef 0.012 95% CI: [-0.023 , 0.048] | OR_adj 1.012 [0.977 1.049] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.516
Correlated most with:
Number of Visits:0.240
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.057
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.005
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.008 95% CI: [-0.020 , 0.037] | OR_adj 1.008 [0.980 1.038] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.501
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.041
Number of Visits:0.033
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.016
Vital : 0.17338656242
Census : 0.0360283271382
Number of Visits : -0.0231342993397
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_index_lasso_fts_no_wt_bmi
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_results_lasso_fts_no_wt_bmi
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_lasso_models_lasso_fts_no_wt_bmi.pkl
-----------------------------------------------------
girls lasso_fts no_wt_bmi randomforest
Bootstrap CV 9, alpha = (3000, 2, 1), R^2 train: 0.825, R^2 test: 0.017
Bootstrap CV 9, alpha = (3000, 2, 2), R^2 train: 0.671, R^2 test: 0.029
Bootstrap CV 9, alpha = (3000, 2, 5), R^2 train: 0.381, R^2 test: 0.037
Bootstrap CV 9, alpha = (3000, 2, 7), R^2 train: 0.290, R^2 test: 0.039
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.886, Explained Variance Score Train: 0.290
AUC Validation: 0.784, Explained Variance Score Validation: 0.088
AUC Test: 0.682, Explained Variance Score Test: 0.040
Bootstrap CV 3, alpha = (3000, 2, 1), R^2 train: 0.845, R^2 test: -0.080
Bootstrap CV 3, alpha = (3000, 2, 2), R^2 train: 0.662, R^2 test: -0.036
Bootstrap CV 3, alpha = (3000, 2, 5), R^2 train: 0.441, R^2 test: 0.026
Bootstrap CV 3, alpha = (3000, 2, 7), R^2 train: 0.348, R^2 test: 0.034
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.893, Explained Variance Score Train: 0.348
AUC Validation: 0.445, Explained Variance Score Validation: -0.005
AUC Test: 0.653, Explained Variance Score Test: 0.047
Bootstrap CV 0, alpha = (3000, 2, 1), R^2 train: 0.831, R^2 test: -0.183
Bootstrap CV 0, alpha = (3000, 2, 2), R^2 train: 0.662, R^2 test: -0.106
Bootstrap CV 0, alpha = (3000, 2, 5), R^2 train: 0.357, R^2 test: -0.010
Bootstrap CV 0, alpha = (3000, 2, 7), R^2 train: 0.278, R^2 test: 0.007
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.890, Explained Variance Score Train: 0.278
AUC Validation: 0.564, Explained Variance Score Validation: -0.074
AUC Test: 0.596, Explained Variance Score Test: 0.012
Bootstrap CV 2, alpha = (3000, 2, 1), R^2 train: 0.835, R^2 test: -0.020
Bootstrap CV 2, alpha = (3000, 2, 2), R^2 train: 0.704, R^2 test: 0.007
Bootstrap CV 2, alpha = (3000, 2, 5), R^2 train: 0.433, R^2 test: 0.023
Bootstrap CV 2, alpha = (3000, 2, 7), R^2 train: 0.340, R^2 test: 0.034
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.856, Explained Variance Score Train: 0.340
AUC Validation: 0.717, Explained Variance Score Validation: 0.076
AUC Test: 0.601, Explained Variance Score Test: 0.034
Bootstrap CV 8, alpha = (3000, 2, 1), R^2 train: 0.836, R^2 test: -0.115
Bootstrap CV 8, alpha = (3000, 2, 2), R^2 train: 0.635, R^2 test: -0.056
Bootstrap CV 8, alpha = (3000, 2, 5), R^2 train: 0.345, R^2 test: 0.003
Bootstrap CV 8, alpha = (3000, 2, 7), R^2 train: 0.262, R^2 test: -0.002
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.902, Explained Variance Score Train: 0.345
AUC Validation: 0.619, Explained Variance Score Validation: -0.035
AUC Test: 0.592, Explained Variance Score Test: 0.009
Bootstrap CV 6, alpha = (3000, 2, 1), R^2 train: 0.855, R^2 test: 0.009
Bootstrap CV 6, alpha = (3000, 2, 2), R^2 train: 0.738, R^2 test: 0.015
Bootstrap CV 6, alpha = (3000, 2, 5), R^2 train: 0.442, R^2 test: 0.037
Bootstrap CV 6, alpha = (3000, 2, 7), R^2 train: 0.356, R^2 test: 0.038
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.914, Explained Variance Score Train: 0.356
AUC Validation: 0.643, Explained Variance Score Validation: 0.128
AUC Test: 0.647, Explained Variance Score Test: 0.042
Bootstrap CV 7, alpha = (3000, 2, 1), R^2 train: 0.852, R^2 test: 0.021
Bootstrap CV 7, alpha = (3000, 2, 2), R^2 train: 0.738, R^2 test: 0.031
Bootstrap CV 7, alpha = (3000, 2, 5), R^2 train: 0.421, R^2 test: 0.043
Bootstrap CV 7, alpha = (3000, 2, 7), R^2 train: 0.348, R^2 test: 0.040
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.909, Explained Variance Score Train: 0.421
AUC Validation: 0.437, Explained Variance Score Validation: -0.051
AUC Test: 0.649, Explained Variance Score Test: 0.049
Bootstrap CV 4, alpha = (3000, 2, 1), R^2 train: 0.863, R^2 test: -0.058
Bootstrap CV 4, alpha = (3000, 2, 2), R^2 train: 0.752, R^2 test: -0.040
Bootstrap CV 4, alpha = (3000, 2, 5), R^2 train: 0.490, R^2 test: -0.031
Bootstrap CV 4, alpha = (3000, 2, 7), R^2 train: 0.402, R^2 test: -0.024
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.911, Explained Variance Score Train: 0.402
AUC Validation: 0.603, Explained Variance Score Validation: 0.018
AUC Test: 0.586, Explained Variance Score Test: -0.018
Bootstrap CV 1, alpha = (3000, 2, 1), R^2 train: 0.842, R^2 test: 0.064
Bootstrap CV 1, alpha = (3000, 2, 2), R^2 train: 0.707, R^2 test: 0.073
Bootstrap CV 1, alpha = (3000, 2, 5), R^2 train: 0.412, R^2 test: 0.077
Bootstrap CV 1, alpha = (3000, 2, 7), R^2 train: 0.311, R^2 test: 0.067
best alpha via bootstrap CV: (3000, 2, 5)
AUC Train: 0.907, Explained Variance Score Train: 0.412
AUC Validation: 0.540, Explained Variance Score Validation: -0.005
AUC Test: 0.667, Explained Variance Score Test: 0.084
Bootstrap CV 5, alpha = (3000, 2, 1), R^2 train: 0.862, R^2 test: 0.003
Bootstrap CV 5, alpha = (3000, 2, 2), R^2 train: 0.742, R^2 test: 0.013
Bootstrap CV 5, alpha = (3000, 2, 5), R^2 train: 0.467, R^2 test: 0.028
Bootstrap CV 5, alpha = (3000, 2, 7), R^2 train: 0.372, R^2 test: 0.032
best alpha via bootstrap CV: (3000, 2, 7)
AUC Train: 0.873, Explained Variance Score Train: 0.372
AUC Validation: 0.669, Explained Variance Score Validation: 0.089
AUC Test: 0.668, Explained Variance Score Test: 0.039
total variables 7 and total subjects: 1698
->AUC validation: 0.602 95% CI: [0.537 , 0.667]
->AUC test: 0.634 95% CI: [0.613 , 0.655]
->Explained Variance (R2) validation: 0.023 95% CI: [-0.017 , 0.063]
->Explained Variance (R2) test: 0.034 95% CI: [0.018 , 0.050]
Test set metrics:
@threshold:1.793, sens:0.000, spec:1.000, ppv:0.000, acc:0.814, f1:0.000, total+:0, total-:339
@threshold:0.793, sens:0.000, spec:1.000, ppv:0.000, acc:0.814, f1:0.000, total+:0, total-:339
@threshold:0.727, sens:0.000, spec:0.993, ppv:0.000, acc:0.808, f1:0.000, total+:2, total-:337
@threshold:0.714, sens:0.000, spec:0.989, ppv:0.000, acc:0.805, f1:0.000, total+:3, total-:336
@threshold:0.687, sens:0.016, spec:0.978, ppv:0.143, acc:0.799, f1:0.029, total+:7, total-:332
@threshold:0.671, sens:0.032, spec:0.975, ppv:0.222, acc:0.799, f1:0.056, total+:9, total-:330
@threshold:0.671, sens:0.048, spec:0.975, ppv:0.300, acc:0.802, f1:0.082, total+:10, total-:329
@threshold:0.659, sens:0.048, spec:0.971, ppv:0.273, acc:0.799, f1:0.081, total+:11, total-:328
@threshold:0.633, sens:0.063, spec:0.960, ppv:0.267, acc:0.794, f1:0.103, total+:15, total-:324
@threshold:0.623, sens:0.079, spec:0.957, ppv:0.294, acc:0.794, f1:0.125, total+:17, total-:322
@threshold:0.623, sens:0.095, spec:0.957, ppv:0.333, acc:0.796, f1:0.148, total+:18, total-:321
@threshold:0.606, sens:0.095, spec:0.953, ppv:0.316, acc:0.794, f1:0.146, total+:19, total-:320
@threshold:0.598, sens:0.111, spec:0.953, ppv:0.350, acc:0.796, f1:0.169, total+:20, total-:319
@threshold:0.588, sens:0.127, spec:0.949, ppv:0.364, acc:0.796, f1:0.188, total+:22, total-:317
@threshold:0.553, sens:0.143, spec:0.942, ppv:0.360, acc:0.794, f1:0.205, total+:25, total-:314
@threshold:0.553, sens:0.143, spec:0.938, ppv:0.346, acc:0.791, f1:0.202, total+:26, total-:313
@threshold:0.545, sens:0.159, spec:0.938, ppv:0.370, acc:0.794, f1:0.222, total+:27, total-:312
@threshold:0.523, sens:0.206, spec:0.935, ppv:0.419, acc:0.799, f1:0.277, total+:31, total-:308
@threshold:0.500, sens:0.222, spec:0.913, ppv:0.368, acc:0.785, f1:0.277, total+:38, total-:301
@threshold:0.494, sens:0.222, spec:0.909, ppv:0.359, acc:0.782, f1:0.275, total+:39, total-:300
@threshold:0.478, sens:0.238, spec:0.902, ppv:0.357, acc:0.779, f1:0.286, total+:42, total-:297
@threshold:0.467, sens:0.254, spec:0.899, ppv:0.364, acc:0.779, f1:0.299, total+:44, total-:295
@threshold:0.444, sens:0.270, spec:0.888, ppv:0.354, acc:0.773, f1:0.306, total+:48, total-:291
@threshold:0.443, sens:0.270, spec:0.884, ppv:0.347, acc:0.770, f1:0.304, total+:49, total-:290
@threshold:0.431, sens:0.286, spec:0.866, ppv:0.327, acc:0.758, f1:0.305, total+:55, total-:284
@threshold:0.430, sens:0.286, spec:0.862, ppv:0.321, acc:0.755, f1:0.303, total+:56, total-:283
@threshold:0.426, sens:0.302, spec:0.859, ppv:0.328, acc:0.755, f1:0.314, total+:58, total-:281
@threshold:0.419, sens:0.302, spec:0.855, ppv:0.322, acc:0.752, f1:0.311, total+:59, total-:280
@threshold:0.410, sens:0.317, spec:0.851, ppv:0.328, acc:0.752, f1:0.323, total+:61, total-:278
@threshold:0.408, sens:0.317, spec:0.848, ppv:0.323, acc:0.749, f1:0.320, total+:62, total-:277
@threshold:0.399, sens:0.333, spec:0.841, ppv:0.323, acc:0.746, f1:0.328, total+:65, total-:274
@threshold:0.399, sens:0.333, spec:0.837, ppv:0.318, acc:0.743, f1:0.326, total+:66, total-:273
@threshold:0.386, sens:0.349, spec:0.822, ppv:0.310, acc:0.735, f1:0.328, total+:71, total-:268
@threshold:0.383, sens:0.349, spec:0.819, ppv:0.306, acc:0.732, f1:0.326, total+:72, total-:267
@threshold:0.320, sens:0.365, spec:0.772, ppv:0.267, acc:0.696, f1:0.309, total+:86, total-:253
@threshold:0.312, sens:0.381, spec:0.768, ppv:0.273, acc:0.696, f1:0.318, total+:88, total-:251
@threshold:0.303, sens:0.397, spec:0.743, ppv:0.260, acc:0.678, f1:0.314, total+:96, total-:243
@threshold:0.301, sens:0.397, spec:0.739, ppv:0.258, acc:0.676, f1:0.312, total+:97, total-:242
@threshold:0.274, sens:0.413, spec:0.717, ppv:0.250, acc:0.661, f1:0.311, total+:104, total-:235
@threshold:0.270, sens:0.413, spec:0.714, ppv:0.248, acc:0.658, f1:0.310, total+:105, total-:234
@threshold:0.267, sens:0.429, spec:0.714, ppv:0.255, acc:0.661, f1:0.320, total+:106, total-:233
@threshold:0.266, sens:0.429, spec:0.710, ppv:0.252, acc:0.658, f1:0.318, total+:107, total-:232
@threshold:0.231, sens:0.444, spec:0.681, ppv:0.241, acc:0.637, f1:0.313, total+:116, total-:223
@threshold:0.230, sens:0.460, spec:0.678, ppv:0.246, acc:0.637, f1:0.320, total+:118, total-:221
@threshold:0.217, sens:0.476, spec:0.670, ppv:0.248, acc:0.634, f1:0.326, total+:121, total-:218
@threshold:0.205, sens:0.476, spec:0.667, ppv:0.246, acc:0.631, f1:0.324, total+:122, total-:217
@threshold:0.201, sens:0.492, spec:0.667, ppv:0.252, acc:0.634, f1:0.333, total+:123, total-:216
@threshold:0.200, sens:0.492, spec:0.663, ppv:0.250, acc:0.631, f1:0.332, total+:124, total-:215
@threshold:0.153, sens:0.508, spec:0.598, ppv:0.224, acc:0.581, f1:0.311, total+:143, total-:196
@threshold:0.149, sens:0.508, spec:0.594, ppv:0.222, acc:0.578, f1:0.309, total+:144, total-:195
@threshold:0.141, sens:0.524, spec:0.583, ppv:0.223, acc:0.572, f1:0.313, total+:148, total-:191
@threshold:0.139, sens:0.524, spec:0.580, ppv:0.221, acc:0.569, f1:0.311, total+:149, total-:190
@threshold:0.122, sens:0.540, spec:0.576, ppv:0.225, acc:0.569, f1:0.318, total+:151, total-:188
@threshold:0.119, sens:0.540, spec:0.572, ppv:0.224, acc:0.566, f1:0.316, total+:152, total-:187
@threshold:0.108, sens:0.556, spec:0.562, ppv:0.224, acc:0.560, f1:0.320, total+:156, total-:183
@threshold:0.108, sens:0.556, spec:0.558, ppv:0.223, acc:0.558, f1:0.318, total+:157, total-:182
@threshold:0.084, sens:0.571, spec:0.536, ppv:0.220, acc:0.543, f1:0.317, total+:164, total-:175
@threshold:0.083, sens:0.571, spec:0.533, ppv:0.218, acc:0.540, f1:0.316, total+:165, total-:174
@threshold:0.039, sens:0.587, spec:0.486, ppv:0.207, acc:0.504, f1:0.306, total+:179, total-:160
@threshold:0.038, sens:0.587, spec:0.482, ppv:0.206, acc:0.501, f1:0.305, total+:180, total-:159
@threshold:0.035, sens:0.603, spec:0.482, ppv:0.210, acc:0.504, f1:0.311, total+:181, total-:158
@threshold:0.030, sens:0.603, spec:0.478, ppv:0.209, acc:0.501, f1:0.310, total+:182, total-:157
@threshold:0.018, sens:0.619, spec:0.475, ppv:0.212, acc:0.501, f1:0.316, total+:184, total-:155
@threshold:0.011, sens:0.619, spec:0.471, ppv:0.211, acc:0.499, f1:0.315, total+:185, total-:154
@threshold:0.000, sens:0.635, spec:0.449, ppv:0.208, acc:0.484, f1:0.314, total+:192, total-:147
@threshold:0.000, sens:0.635, spec:0.446, ppv:0.207, acc:0.481, f1:0.312, total+:193, total-:146
@threshold:-0.005, sens:0.651, spec:0.438, ppv:0.209, acc:0.478, f1:0.317, total+:196, total-:143
@threshold:-0.007, sens:0.651, spec:0.435, ppv:0.208, acc:0.475, f1:0.315, total+:197, total-:142
@threshold:-0.010, sens:0.667, spec:0.435, ppv:0.212, acc:0.478, f1:0.322, total+:198, total-:141
@threshold:-0.013, sens:0.667, spec:0.431, ppv:0.211, acc:0.475, f1:0.321, total+:199, total-:140
@threshold:-0.023, sens:0.683, spec:0.413, ppv:0.210, acc:0.463, f1:0.321, total+:205, total-:134
@threshold:-0.028, sens:0.698, spec:0.409, ppv:0.213, acc:0.463, f1:0.326, total+:207, total-:132
@threshold:-0.033, sens:0.714, spec:0.402, ppv:0.214, acc:0.460, f1:0.330, total+:210, total-:129
@threshold:-0.036, sens:0.714, spec:0.399, ppv:0.213, acc:0.457, f1:0.328, total+:211, total-:128
@threshold:-0.043, sens:0.730, spec:0.384, ppv:0.213, acc:0.448, f1:0.330, total+:216, total-:123
@threshold:-0.044, sens:0.730, spec:0.380, ppv:0.212, acc:0.445, f1:0.329, total+:217, total-:122
@threshold:-0.061, sens:0.746, spec:0.348, ppv:0.207, acc:0.422, f1:0.324, total+:227, total-:112
@threshold:-0.066, sens:0.746, spec:0.344, ppv:0.206, acc:0.419, f1:0.323, total+:228, total-:111
@threshold:-0.084, sens:0.762, spec:0.312, ppv:0.202, acc:0.395, f1:0.319, total+:238, total-:101
@threshold:-0.085, sens:0.762, spec:0.308, ppv:0.201, acc:0.392, f1:0.318, total+:239, total-:100
@threshold:-0.089, sens:0.778, spec:0.304, ppv:0.203, acc:0.392, f1:0.322, total+:241, total-:98
@threshold:-0.091, sens:0.778, spec:0.301, ppv:0.202, acc:0.389, f1:0.321, total+:242, total-:97
@threshold:-0.110, sens:0.794, spec:0.272, ppv:0.199, acc:0.369, f1:0.318, total+:251, total-:88
@threshold:-0.114, sens:0.794, spec:0.268, ppv:0.198, acc:0.366, f1:0.317, total+:252, total-:87
@threshold:-0.120, sens:0.810, spec:0.261, ppv:0.200, acc:0.363, f1:0.321, total+:255, total-:84
@threshold:-0.121, sens:0.810, spec:0.257, ppv:0.199, acc:0.360, f1:0.320, total+:256, total-:83
@threshold:-0.131, sens:0.825, spec:0.239, ppv:0.198, acc:0.348, f1:0.320, total+:262, total-:77
@threshold:-0.138, sens:0.825, spec:0.236, ppv:0.198, acc:0.345, f1:0.319, total+:263, total-:76
@threshold:-0.151, sens:0.841, spec:0.228, ppv:0.199, acc:0.342, f1:0.322, total+:266, total-:73
@threshold:-0.154, sens:0.841, spec:0.225, ppv:0.199, acc:0.339, f1:0.321, total+:267, total-:72
@threshold:-0.157, sens:0.857, spec:0.221, ppv:0.201, acc:0.339, f1:0.325, total+:269, total-:70
@threshold:-0.160, sens:0.857, spec:0.217, ppv:0.200, acc:0.336, f1:0.324, total+:270, total-:69
@threshold:-0.163, sens:0.873, spec:0.214, ppv:0.202, acc:0.336, f1:0.328, total+:272, total-:67
@threshold:-0.164, sens:0.873, spec:0.210, ppv:0.201, acc:0.333, f1:0.327, total+:273, total-:66
@threshold:-0.183, sens:0.889, spec:0.185, ppv:0.199, acc:0.316, f1:0.326, total+:281, total-:58
@threshold:-0.185, sens:0.889, spec:0.181, ppv:0.199, acc:0.313, f1:0.325, total+:282, total-:57
@threshold:-0.214, sens:0.905, spec:0.152, ppv:0.196, acc:0.292, f1:0.322, total+:291, total-:48
@threshold:-0.217, sens:0.905, spec:0.149, ppv:0.195, acc:0.289, f1:0.321, total+:292, total-:47
@threshold:-0.222, sens:0.921, spec:0.141, ppv:0.197, acc:0.286, f1:0.324, total+:295, total-:44
@threshold:-0.227, sens:0.921, spec:0.138, ppv:0.196, acc:0.283, f1:0.323, total+:296, total-:43
@threshold:-0.254, sens:0.937, spec:0.120, ppv:0.195, acc:0.271, f1:0.323, total+:302, total-:37
@threshold:-0.254, sens:0.937, spec:0.116, ppv:0.195, acc:0.268, f1:0.322, total+:303, total-:36
@threshold:-0.259, sens:0.952, spec:0.112, ppv:0.197, acc:0.268, f1:0.326, total+:305, total-:34
@threshold:-0.261, sens:0.952, spec:0.109, ppv:0.196, acc:0.265, f1:0.325, total+:306, total-:33
@threshold:-0.358, sens:0.968, spec:0.043, ppv:0.188, acc:0.215, f1:0.314, total+:325, total-:14
@threshold:-0.359, sens:0.968, spec:0.040, ppv:0.187, acc:0.212, f1:0.314, total+:326, total-:13
@threshold:-0.381, sens:0.984, spec:0.029, ppv:0.188, acc:0.206, f1:0.316, total+:330, total-:9
@threshold:-0.388, sens:0.984, spec:0.025, ppv:0.187, acc:0.204, f1:0.315, total+:331, total-:8
@threshold:-0.526, sens:1.000, spec:0.004, ppv:0.186, acc:0.189, f1:0.314, total+:338, total-:1
Vital: HC-latest | coef 0.213 95% CI: [0.183 , 0.243] | OR_adj 1.237 [1.201 1.275] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.647
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046
Number of Visits:0.023
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.010
Number of Visits | coef 0.205 95% CI: [0.161 , 0.249] | OR_adj 1.228 [1.175 1.283] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.459
Correlated most with:
Number of Visits:-0.166
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.011
Vital: Ht Percentile-gain16to24 | coef 0.126 95% CI: [0.093 , 0.159] | OR_adj 1.134 [1.097 1.173] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.499
Correlated most with:
Number of Visits:0.240
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.057
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.005
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.125 95% CI: [0.107 , 0.144] | OR_adj 1.133 [1.113 1.154] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.493
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.041
Number of Visits:0.033
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.016
* Vital: Ht Percentile-latest | coef 0.119 95% CI: [0.093 , 0.145] | OR_adj 1.127 [1.098 1.156] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.563
Correlated most with:
Number of Visits:0.162
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.058
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.022
Vital: Temp-avg0to1 | coef 0.109 95% CI: [0.099 , 0.119] | OR_adj 1.115 [1.104 1.127] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.499
Correlated most with:
Number of Visits:0.026
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.025
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.015
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.102 95% CI: [0.076 , 0.129] | OR_adj 1.108 [1.079 1.137] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.598
Correlated most with:
Number of Visits:0.011
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.010
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.010
Vital : 0.567419138337
Number of Visits : 0.205085415612
Census : 0.227495446051
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_index_lasso_fts_no_wt_bmi
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_results_lasso_fts_no_wt_bmi
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_randomforest_models_lasso_fts_no_wt_bmi.pkl
-----------------------------------------------------
girls lasso_fts no_wt_bmi gradientboost
Bootstrap CV 8, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.347, R^2 test: -0.032
Bootstrap CV 8, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.403, R^2 test: -0.038
Bootstrap CV 8, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.470, R^2 test: -0.042
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.808, Explained Variance Score Train: 0.337
AUC Validation: 0.630, Explained Variance Score Validation: -0.009
AUC Test: 0.594, Explained Variance Score Test: 0.004
Bootstrap CV 7, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.421, R^2 test: 0.029
Bootstrap CV 7, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.452, R^2 test: 0.028
Bootstrap CV 7, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.467, R^2 test: 0.014
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.915, Explained Variance Score Train: 0.434
AUC Validation: 0.646, Explained Variance Score Validation: 0.018
AUC Test: 0.656, Explained Variance Score Test: 0.046
Bootstrap CV 5, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.373, R^2 test: -0.069
Bootstrap CV 5, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.441, R^2 test: -0.126
Bootstrap CV 5, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.562, R^2 test: -0.097
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.874, Explained Variance Score Train: 0.439
AUC Validation: 0.562, Explained Variance Score Validation: -0.075
AUC Test: 0.539, Explained Variance Score Test: -0.086
Bootstrap CV 3, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.498, R^2 test: -0.004
Bootstrap CV 3, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.596, R^2 test: -0.009
Bootstrap CV 3, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.583, R^2 test: -0.024
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.922, Explained Variance Score Train: 0.563
AUC Validation: 0.456, Explained Variance Score Validation: -0.125
AUC Test: 0.571, Explained Variance Score Test: 0.012
Bootstrap CV 6, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.386, R^2 test: -0.012
Bootstrap CV 6, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.399, R^2 test: -0.021
Bootstrap CV 6, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.436, R^2 test: -0.018
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.877, Explained Variance Score Train: 0.369
AUC Validation: 0.614, Explained Variance Score Validation: -0.052
AUC Test: 0.591, Explained Variance Score Test: 0.001
Bootstrap CV 4, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.541, R^2 test: -0.045
Bootstrap CV 4, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.556, R^2 test: -0.049
Bootstrap CV 4, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.624, R^2 test: -0.061
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.904, Explained Variance Score Train: 0.505
AUC Validation: 0.508, Explained Variance Score Validation: -0.017
AUC Test: 0.534, Explained Variance Score Test: -0.026
Bootstrap CV 9, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.363, R^2 test: 0.002
Bootstrap CV 9, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.459, R^2 test: 0.014
Bootstrap CV 9, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.504, R^2 test: 0.013
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.903, Explained Variance Score Train: 0.433
AUC Validation: 0.587, Explained Variance Score Validation: 0.046
AUC Test: 0.601, Explained Variance Score Test: 0.040
Bootstrap CV 2, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.306, R^2 test: 0.015
Bootstrap CV 2, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.392, R^2 test: 0.045
Bootstrap CV 2, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.384, R^2 test: 0.054
best alpha via bootstrap CV: (3500, 4, 2, 0.01, 'lad')
AUC Train: 0.886, Explained Variance Score Train: 0.569
AUC Validation: 0.592, Explained Variance Score Validation: -0.118
AUC Test: 0.591, Explained Variance Score Test: 0.031
Bootstrap CV 1, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.404, R^2 test: 0.015
Bootstrap CV 1, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.479, R^2 test: -0.017
Bootstrap CV 1, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.487, R^2 test: -0.017
best alpha via bootstrap CV: (1500, 4, 2, 0.01, 'lad')
AUC Train: 0.894, Explained Variance Score Train: 0.419
AUC Validation: 0.613, Explained Variance Score Validation: 0.007
AUC Test: 0.625, Explained Variance Score Test: 0.015
Bootstrap CV 0, alpha = (1500, 4, 2, 0.01, 'lad'), R^2 train: 0.345, R^2 test: -0.113
Bootstrap CV 0, alpha = (2500, 4, 2, 0.01, 'lad'), R^2 train: 0.364, R^2 test: -0.112
Bootstrap CV 0, alpha = (3500, 4, 2, 0.01, 'lad'), R^2 train: 0.415, R^2 test: -0.115
best alpha via bootstrap CV: (2500, 4, 2, 0.01, 'lad')
AUC Train: 0.808, Explained Variance Score Train: 0.394
AUC Validation: 0.498, Explained Variance Score Validation: -0.053
AUC Test: 0.604, Explained Variance Score Test: -0.028
total variables 7 and total subjects: 1698
->AUC validation: 0.570 95% CI: [0.533 , 0.608]
->AUC test: 0.590 95% CI: [0.569 , 0.612]
->Explained Variance (R2) validation: -0.038 95% CI: [-0.071 , -0.004]
->Explained Variance (R2) test: 0.001 95% CI: [-0.022 , 0.024]
Test set metrics:
@threshold:1.669, sens:0.000, spec:1.000, ppv:0.000, acc:0.832, f1:0.000, total+:0, total-:339
@threshold:0.441, sens:0.018, spec:0.996, ppv:0.500, acc:0.832, f1:0.034, total+:2, total-:337
@threshold:0.378, sens:0.018, spec:0.993, ppv:0.333, acc:0.829, f1:0.033, total+:3, total-:336
@threshold:0.358, sens:0.035, spec:0.993, ppv:0.500, acc:0.832, f1:0.066, total+:4, total-:335
@threshold:0.325, sens:0.053, spec:0.989, ppv:0.500, acc:0.832, f1:0.095, total+:6, total-:333
@threshold:0.307, sens:0.070, spec:0.986, ppv:0.500, acc:0.832, f1:0.123, total+:8, total-:331
@threshold:0.305, sens:0.070, spec:0.982, ppv:0.444, acc:0.829, f1:0.121, total+:9, total-:330
@threshold:0.263, sens:0.088, spec:0.968, ppv:0.357, acc:0.820, f1:0.141, total+:14, total-:325
@threshold:0.255, sens:0.088, spec:0.965, ppv:0.333, acc:0.817, f1:0.139, total+:15, total-:324
@threshold:0.222, sens:0.105, spec:0.961, ppv:0.353, acc:0.817, f1:0.162, total+:17, total-:322
@threshold:0.221, sens:0.105, spec:0.957, ppv:0.333, acc:0.814, f1:0.160, total+:18, total-:321
@threshold:0.213, sens:0.123, spec:0.957, ppv:0.368, acc:0.817, f1:0.184, total+:19, total-:320
@threshold:0.212, sens:0.123, spec:0.954, ppv:0.350, acc:0.814, f1:0.182, total+:20, total-:319
@threshold:0.203, sens:0.140, spec:0.950, ppv:0.364, acc:0.814, f1:0.203, total+:22, total-:317
@threshold:0.173, sens:0.175, spec:0.947, ppv:0.400, acc:0.817, f1:0.244, total+:25, total-:314
@threshold:0.154, sens:0.193, spec:0.936, ppv:0.379, acc:0.811, f1:0.256, total+:29, total-:310
@threshold:0.149, sens:0.211, spec:0.933, ppv:0.387, acc:0.811, f1:0.273, total+:31, total-:308
@threshold:0.148, sens:0.228, spec:0.929, ppv:0.394, acc:0.811, f1:0.289, total+:33, total-:306
@threshold:0.142, sens:0.228, spec:0.926, ppv:0.382, acc:0.808, f1:0.286, total+:34, total-:305
@threshold:0.116, sens:0.246, spec:0.915, ppv:0.368, acc:0.802, f1:0.295, total+:38, total-:301
@threshold:0.113, sens:0.263, spec:0.911, ppv:0.375, acc:0.802, f1:0.309, total+:40, total-:299
@threshold:0.093, sens:0.281, spec:0.904, ppv:0.372, acc:0.799, f1:0.320, total+:43, total-:296
@threshold:0.093, sens:0.281, spec:0.901, ppv:0.364, acc:0.796, f1:0.317, total+:44, total-:295
@threshold:0.084, sens:0.298, spec:0.897, ppv:0.370, acc:0.796, f1:0.330, total+:46, total-:293
@threshold:0.083, sens:0.298, spec:0.894, ppv:0.362, acc:0.794, f1:0.327, total+:47, total-:292
@threshold:0.039, sens:0.316, spec:0.855, ppv:0.305, acc:0.764, f1:0.310, total+:59, total-:280
@threshold:0.035, sens:0.316, spec:0.851, ppv:0.300, acc:0.761, f1:0.308, total+:60, total-:279
@threshold:0.025, sens:0.333, spec:0.840, ppv:0.297, acc:0.755, f1:0.314, total+:64, total-:275
@threshold:0.016, sens:0.333, spec:0.837, ppv:0.292, acc:0.752, f1:0.311, total+:65, total-:274
@threshold:0.015, sens:0.351, spec:0.837, ppv:0.303, acc:0.755, f1:0.325, total+:66, total-:273
@threshold:0.015, sens:0.351, spec:0.833, ppv:0.299, acc:0.752, f1:0.323, total+:67, total-:272
@threshold:-0.012, sens:0.368, spec:0.809, ppv:0.280, acc:0.735, f1:0.318, total+:75, total-:264
@threshold:-0.013, sens:0.368, spec:0.805, ppv:0.276, acc:0.732, f1:0.316, total+:76, total-:263
@threshold:-0.016, sens:0.386, spec:0.801, ppv:0.282, acc:0.732, f1:0.326, total+:78, total-:261
@threshold:-0.020, sens:0.404, spec:0.798, ppv:0.287, acc:0.732, f1:0.336, total+:80, total-:259
@threshold:-0.034, sens:0.421, spec:0.787, ppv:0.286, acc:0.726, f1:0.340, total+:84, total-:255
@threshold:-0.037, sens:0.421, spec:0.784, ppv:0.282, acc:0.723, f1:0.338, total+:85, total-:254
@threshold:-0.050, sens:0.439, spec:0.777, ppv:0.284, acc:0.720, f1:0.345, total+:88, total-:251
@threshold:-0.052, sens:0.439, spec:0.773, ppv:0.281, acc:0.717, f1:0.342, total+:89, total-:250
@threshold:-0.057, sens:0.456, spec:0.766, ppv:0.283, acc:0.714, f1:0.349, total+:92, total-:247
@threshold:-0.061, sens:0.456, spec:0.762, ppv:0.280, acc:0.711, f1:0.347, total+:93, total-:246
@threshold:-0.068, sens:0.474, spec:0.755, ppv:0.281, acc:0.708, f1:0.353, total+:96, total-:243
@threshold:-0.070, sens:0.474, spec:0.752, ppv:0.278, acc:0.705, f1:0.351, total+:97, total-:242
@threshold:-0.071, sens:0.491, spec:0.730, ppv:0.269, acc:0.690, f1:0.348, total+:104, total-:235
@threshold:-0.071, sens:0.491, spec:0.727, ppv:0.267, acc:0.687, f1:0.346, total+:105, total-:234
@threshold:-0.082, sens:0.509, spec:0.713, ppv:0.264, acc:0.678, f1:0.347, total+:110, total-:229
@threshold:-0.084, sens:0.509, spec:0.709, ppv:0.261, acc:0.676, f1:0.345, total+:111, total-:228
@threshold:-0.089, sens:0.526, spec:0.706, ppv:0.265, acc:0.676, f1:0.353, total+:113, total-:226
@threshold:-0.091, sens:0.526, spec:0.702, ppv:0.263, acc:0.673, f1:0.351, total+:114, total-:225
@threshold:-0.101, sens:0.544, spec:0.695, ppv:0.265, acc:0.670, f1:0.356, total+:117, total-:222
@threshold:-0.107, sens:0.544, spec:0.691, ppv:0.263, acc:0.667, f1:0.354, total+:118, total-:221
@threshold:-0.141, sens:0.561, spec:0.652, ppv:0.246, acc:0.637, f1:0.342, total+:130, total-:209
@threshold:-0.144, sens:0.561, spec:0.649, ppv:0.244, acc:0.634, f1:0.340, total+:131, total-:208
@threshold:-0.145, sens:0.579, spec:0.649, ppv:0.250, acc:0.637, f1:0.349, total+:132, total-:207
@threshold:-0.146, sens:0.579, spec:0.645, ppv:0.248, acc:0.634, f1:0.347, total+:133, total-:206
@threshold:-0.147, sens:0.596, spec:0.645, ppv:0.254, acc:0.637, f1:0.356, total+:134, total-:205
@threshold:-0.163, sens:0.614, spec:0.617, ppv:0.245, acc:0.617, f1:0.350, total+:143, total-:196
@threshold:-0.163, sens:0.614, spec:0.613, ppv:0.243, acc:0.614, f1:0.348, total+:144, total-:195
@threshold:-0.181, sens:0.632, spec:0.557, ppv:0.224, acc:0.569, f1:0.330, total+:161, total-:178
@threshold:-0.181, sens:0.632, spec:0.553, ppv:0.222, acc:0.566, f1:0.329, total+:162, total-:177
@threshold:-0.204, sens:0.649, spec:0.504, ppv:0.209, acc:0.528, f1:0.316, total+:177, total-:162
@threshold:-0.209, sens:0.649, spec:0.500, ppv:0.208, acc:0.525, f1:0.315, total+:178, total-:161
@threshold:-0.220, sens:0.667, spec:0.486, ppv:0.208, acc:0.516, f1:0.317, total+:183, total-:156
@threshold:-0.222, sens:0.667, spec:0.482, ppv:0.207, acc:0.513, f1:0.315, total+:184, total-:155
@threshold:-0.230, sens:0.684, spec:0.465, ppv:0.205, acc:0.501, f1:0.316, total+:190, total-:149
@threshold:-0.230, sens:0.684, spec:0.461, ppv:0.204, acc:0.499, f1:0.315, total+:191, total-:148
@threshold:-0.231, sens:0.702, spec:0.461, ppv:0.208, acc:0.501, f1:0.321, total+:192, total-:147
@threshold:-0.235, sens:0.719, spec:0.457, ppv:0.211, acc:0.501, f1:0.327, total+:194, total-:145
@threshold:-0.235, sens:0.737, spec:0.457, ppv:0.215, acc:0.504, f1:0.333, total+:195, total-:144
@threshold:-0.236, sens:0.737, spec:0.454, ppv:0.214, acc:0.501, f1:0.332, total+:196, total-:143
@threshold:-0.236, sens:0.754, spec:0.450, ppv:0.217, acc:0.501, f1:0.337, total+:198, total-:141
@threshold:-0.241, sens:0.772, spec:0.440, ppv:0.218, acc:0.496, f1:0.340, total+:202, total-:137
@threshold:-0.242, sens:0.772, spec:0.436, ppv:0.217, acc:0.493, f1:0.338, total+:203, total-:136
@threshold:-0.245, sens:0.789, spec:0.429, ppv:0.218, acc:0.490, f1:0.342, total+:206, total-:133
@threshold:-0.247, sens:0.789, spec:0.426, ppv:0.217, acc:0.487, f1:0.341, total+:207, total-:132
@threshold:-0.275, sens:0.807, spec:0.387, ppv:0.210, acc:0.457, f1:0.333, total+:219, total-:120
@threshold:-0.277, sens:0.825, spec:0.383, ppv:0.213, acc:0.457, f1:0.338, total+:221, total-:118
@threshold:-0.279, sens:0.842, spec:0.383, ppv:0.216, acc:0.460, f1:0.344, total+:222, total-:117
@threshold:-0.281, sens:0.842, spec:0.379, ppv:0.215, acc:0.457, f1:0.343, total+:223, total-:116
@threshold:-0.306, sens:0.860, spec:0.333, ppv:0.207, acc:0.422, f1:0.333, total+:237, total-:102
@threshold:-0.306, sens:0.860, spec:0.330, ppv:0.206, acc:0.419, f1:0.332, total+:238, total-:101
@threshold:-0.348, sens:0.877, spec:0.273, ppv:0.196, acc:0.375, f1:0.321, total+:255, total-:84
@threshold:-0.349, sens:0.877, spec:0.270, ppv:0.195, acc:0.372, f1:0.319, total+:256, total-:83
@threshold:-0.384, sens:0.895, spec:0.209, ppv:0.186, acc:0.324, f1:0.308, total+:274, total-:65
@threshold:-0.386, sens:0.895, spec:0.206, ppv:0.185, acc:0.322, f1:0.307, total+:275, total-:64
@threshold:-0.477, sens:0.912, spec:0.117, ppv:0.173, acc:0.251, f1:0.291, total+:301, total-:38
@threshold:-0.483, sens:0.912, spec:0.113, ppv:0.172, acc:0.248, f1:0.290, total+:302, total-:37
@threshold:-0.519, sens:0.930, spec:0.082, ppv:0.170, acc:0.224, f1:0.287, total+:312, total-:27
@threshold:-0.519, sens:0.930, spec:0.078, ppv:0.169, acc:0.221, f1:0.286, total+:313, total-:26
@threshold:-0.555, sens:0.947, spec:0.067, ppv:0.170, acc:0.215, f1:0.289, total+:317, total-:22
@threshold:-0.555, sens:0.947, spec:0.064, ppv:0.170, acc:0.212, f1:0.288, total+:318, total-:21
@threshold:-0.585, sens:0.965, spec:0.035, ppv:0.168, acc:0.192, f1:0.286, total+:327, total-:12
@threshold:-0.585, sens:0.965, spec:0.032, ppv:0.168, acc:0.189, f1:0.286, total+:328, total-:11
@threshold:-0.612, sens:0.982, spec:0.028, ppv:0.170, acc:0.189, f1:0.289, total+:330, total-:9
@threshold:-0.628, sens:0.982, spec:0.025, ppv:0.169, acc:0.186, f1:0.289, total+:331, total-:8
@threshold:-0.765, sens:1.000, spec:0.004, ppv:0.169, acc:0.171, f1:0.289, total+:338, total-:1
* Vital: Ht Percentile-latest | coef 0.169 95% CI: [0.119 , 0.220] | OR_adj 1.184 [1.126 1.245] | occ: 1043 | OR_unadj: 1.325 [1.003 1.751] | indivs AUC:0.555
Correlated most with:
Number of Visits:0.162
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.058
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:-0.022
Vital: Ht Percentile-gain16to24 | coef 0.164 95% CI: [0.127 , 0.201] | OR_adj 1.179 [1.136 1.223] | occ: 963 | OR_unadj: 0.993 [0.728 1.355] | indivs AUC:0.511
Correlated most with:
Number of Visits:0.240
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.057
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.005
Vital: Temp-avg0to1 | coef 0.160 95% CI: [0.134 , 0.185] | OR_adj 1.173 [1.144 1.203] | occ: 1311 | OR_unadj: 0.908 [0.690 1.195] | indivs AUC:0.468
Correlated most with:
Number of Visits:0.026
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:-0.025
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.015
* Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth | coef 0.146 95% CI: [0.110 , 0.183] | OR_adj 1.158 [1.116 1.201] | occ: 1057 | OR_unadj: 1.438 [1.084 1.906] | indivs AUC:0.547
Correlated most with:
Number of Visits:0.011
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.010
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.010
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth | coef 0.137 95% CI: [0.100 , 0.175] | OR_adj 1.147 [1.105 1.191] | occ: 1055 | OR_unadj: 1.153 [0.870 1.529] | indivs AUC:0.545
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.041
Number of Visits:0.033
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.016
Number of Visits | coef 0.133 95% CI: [0.106 , 0.160] | OR_adj 1.142 [1.112 1.173] | occ: 1691 | OR_unadj: 0.863 [0.657 1.135] | indivs AUC:0.559
Correlated most with:
Number of Visits:-0.166
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.011
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.011
Vital: HC-latest | coef 0.090 95% CI: [0.071 , 0.109] | OR_adj 1.094 [1.074 1.115] | occ: 1588 | OR_unadj: 1.324 [0.987 1.775] | indivs AUC:0.627
Correlated most with:
Census:Percent; Estimate; Population 25 years and over - Associate's degree-birth:0.046
Number of Visits:0.023
Census:Unemployment rate; Estimate; Population 20 to 64 years-birth:0.010
Vital : 0.583182654476
Census : 0.283864382981
Number of Visits : 0.132952962543
Train/Validation/Test indices saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_index_lasso_fts_no_wt_bmi
Results saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_results_lasso_fts_no_wt_bmi
Models saved to: ../outputs_24_months_final_20180416/girls_24_months_obese_gradientboost_models_lasso_fts_no_wt_bmi.pkl
pickle.dump(title_list, open(newdir+'/titles_list_'+str(months_to)+'_months_obese.pkl', 'wb'))
# pickle.dump(prec_list, open(newdir+'/prec_total_'+str(months_to)+'_months_obese.pkl', 'wb'))
# pickle.dump(recall_list, open(newdir+'/recall_total_'+str(months_to)+'_months_obese.pkl', 'wb'))
# pickle.dump(spec_list, open(newdir+'/spec_total_'+str(months_to)+'_months_obese.pkl', 'wb'))
pickle.dump(auc_list, open(newdir+'/auc_list_'+str(months_to)+'_months_obese.pkl', 'wb'))
pickle.dump(r2_list, open(newdir+'/r2_list_'+str(months_to)+'_months_obese.pkl', 'wb'))
pickle.dump(exp_var_list, open(newdir+'/exp_var_list_'+str(months_to)+'_months_obese.pkl', 'wb'))
pickle.dump(results_list, open(newdir+'/results_list'+str(months_to)+'_months_obese.pkl', 'wb'))
pickle.dump(features_list, open(newdir+'/features_list'+str(months_to)+'_months_obese.pkl', 'wb'))
df = pd.DataFrame(np.hstack((np.array(title_list).reshape(-1,1),np.array(auc_list),np.array(r2_list),np.array(exp_var_list))),
columns=['title','AUC Validation Mean','AUC Validation Mean STE', 'AUC Test Mean', 'AUC Test STE',
'R^2 Validation Mean','R^2 Validation Mean STE', 'R^2 Test Mean', 'R^2 Test STE',
'Explained Variance Validation Mean','Explained Variance Validation Mean STE', 'Explained Variance Test Mean', 'Explained Variance Test STE'])
df.to_csv(newdir+'/val_test_results_matrix_24_months.csv',index=False)
df
| title | AUC Validation Mean | AUC Validation Mean STE | AUC Test Mean | AUC Test STE | R^2 Validation Mean | R^2 Validation Mean STE | R^2 Test Mean | R^2 Test STE | Explained Variance Validation Mean | Explained Variance Validation Mean STE | Explained Variance Test Mean | Explained Variance Test STE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Boys - Lasso no_min full @24 obese | 0.766916649446138 | 0.028941658625885814 | 0.7626867018636342 | 0.005000942848967775 | 0.22048818808284015 | 0.027353333453792376 | 0.26937095983252074 | 0.019319014516281895 | 0.22984462304482797 | 0.02661632883409135 | 0.2724362271031443 | 0.017983328335790166 |
| 1 | Boys - Randomforest no_min full @24 obese | 0.7469463230038189 | 0.025397867536451842 | 0.7836031175059952 | 0.008491148682171556 | 0.2176540964551304 | 0.05167985819597794 | 0.27885949104863095 | 0.014340002544193174 | 0.22246729178513586 | 0.05108195298581956 | 0.29088991845890366 | 0.019219417760550927 |
| 2 | Boys - Gradientboost no_min full @24 obese | 0.7426374240979616 | 0.03534961781072758 | 0.68631832437276 | 0.01765404225407853 | 0.22522540455327794 | 0.04597439278185784 | 0.1583654917955768 | 0.01943759337282777 | 0.238862222724247 | 0.05072982120529502 | 0.16332553099357483 | 0.019782160350911914 |
| 3 | Boys - Lasso no_min no_census @24 obese | 0.7823611910038973 | 0.03211784639294705 | 0.7671976107516176 | 0.0028840719054738125 | 0.25897770369310247 | 0.03459916510605765 | 0.24186023104641602 | 0.010407564670528481 | 0.2691862560504911 | 0.032986924377016856 | 0.2452349266082603 | 0.010013498118924602 |
| 4 | Boys - Randomforest no_min no_census @24 obese | 0.7500472558948538 | 0.03985994380903427 | 0.6885409437890354 | 0.006733972828759353 | 0.19290688498635172 | 0.08911377023737685 | 0.14808229393935263 | 0.009361757414878725 | 0.19943028946810698 | 0.08657458727860924 | 0.16335306117819698 | 0.009701115489881005 |
| 5 | Boys - Gradientboost no_min no_census @24 obese | 0.7805852961123727 | 0.03259200238683033 | 0.712789013966089 | 0.012595219240731904 | 0.22532692621592293 | 0.06160808950551989 | 0.16404825768585074 | 0.0313761842114236 | 0.25019310218080826 | 0.054995328981760495 | 0.18564173053762503 | 0.022235653997220238 |
| 6 | Boys - Lasso no_min no_wt_bmi @24 obese | 0.5623732745158574 | 0.04473202446214263 | 0.5792341645431378 | 0.02555455412954325 | -0.0037731406651583034 | 0.018894720742674193 | 0.007371876926296883 | 0.007761165673319285 | 0.001613744414923135 | 0.014701310441934784 | 0.010316690172687881 | 0.006720325275929961 |
| 7 | Boys - Randomforest no_min no_wt_bmi @24 obese | 0.5794475436255206 | 0.04142608256578919 | 0.5493040873854828 | 0.016424182686003222 | -0.005526597349385265 | 0.0388889914129538 | -0.04510765381914929 | 0.025404264579819744 | 0.008575085856411502 | 0.03864500833300065 | -0.03688009560762708 | 0.017400651850009035 |
| 8 | Boys - Gradientboost no_min no_wt_bmi @24 obese | 0.5235273864884473 | 0.04686350120794859 | 0.5843694530443757 | 0.023100936836372418 | -0.0886386890050101 | 0.0417086223792093 | -0.027114470287783098 | 0.023657278445979292 | -0.06312151648926942 | 0.040118973469014364 | 0.020240088954630808 | 0.018106127394098052 |
| 9 | Boys - Lasso no_min wfl_latest @24 obese | 0.7515990915977027 | 0.03107538323723533 | 0.7280454735085524 | 0.0 | 0.23732165754725454 | 0.04214668514737859 | 0.2322601621544466 | 0.0062837878711731006 | 0.24148863159596515 | 0.04409204104671232 | 0.23743963141650865 | 0.0023040551462547316 |
| 10 | Boys - Randomforest no_min wfl_latest @24 obese | 0.7027431679113617 | 0.033876106604294354 | 0.7433661519777932 | 0.010063475843242518 | 0.1286212009476088 | 0.04384084334369144 | 0.22792896144421518 | 0.018969750367584803 | 0.1422782022199937 | 0.04509157394896875 | 0.23482295070021833 | 0.017652039703155414 |
| 11 | Boys - Gradientboost no_min wfl_latest @24 obese | 0.7476345827441524 | 0.026608356186475775 | 0.7125881316098708 | 0.012021987401922776 | 0.11362663313915784 | 0.06536496166018856 | 0.16492121920585495 | 0.01454503164986157 | 0.1448909628671797 | 0.06806064315529754 | 0.19454114961587488 | 0.016013928860041812 |
| 12 | Boys - Lasso no_min wfl_19_24 @24 obese | 0.7705194887738553 | 0.027696122424328402 | 0.7385091926458831 | 6.881233598410334e-17 | 0.23869124154210844 | 0.04093446086643721 | 0.21428965760330895 | 0.0023627355001715196 | 0.2525719016728153 | 0.040321220261951285 | 0.21779363009636282 | 0.0022699888887892056 |
| 13 | Boys - Randomforest no_min wfl_19_24 @24 obese | 0.7293813098768226 | 0.02092667399042784 | 0.7248524977055198 | 0.01117819858248659 | 0.19319826469209392 | 0.035030694120218656 | 0.19931229471664116 | 0.015382051872896863 | 0.2148614383010893 | 0.02981243298871599 | 0.20760878323418072 | 0.014577720252096063 |
| 14 | Boys - Gradientboost no_min wfl_19_24 @24 obese | 0.7390973531480529 | 0.035007093262463526 | 0.7242796772954284 | 0.019753942073114674 | 0.13191846470327842 | 0.039951648412825135 | 0.17244104401781282 | 0.028539374838376347 | 0.19158222219828036 | 0.033181650852155735 | 0.19621865196173277 | 0.025665923991698206 |
| 15 | Boys - Lasso no_min bmi_19_24 @24 obese | 0.7351543633253884 | 0.02974266769813802 | 0.6959515151515152 | 0.0 | 0.2389798042582889 | 0.0370064203209456 | 0.14833693700949077 | 0.005591526843713161 | 0.24594057494930938 | 0.03770262442780701 | 0.15140614804464608 | 0.003821231728227742 |
| 16 | Boys - Randomforest no_min bmi_19_24 @24 obese | 0.719112341011248 | 0.03649769753472225 | 0.7310667340748231 | 0.007513761159583278 | 0.17095543826434084 | 0.037195987513806344 | 0.18029142824586128 | 0.011465461066442325 | 0.18160276269697326 | 0.035224896328805176 | 0.2039403255574181 | 0.010418732341068498 |
| 17 | Boys - Gradientboost no_min bmi_19_24 @24 obese | 0.7088039155276915 | 0.02437713483201505 | 0.7140438916634653 | 0.01618376978492664 | 0.10072043792697723 | 0.04538732153133716 | 0.11200601632704502 | 0.040245178326912066 | 0.13699820095559348 | 0.03487626999333647 | 0.1398943644646194 | 0.03258574084626603 |
| 18 | Boys - Lasso no_min bmi_latest @24 obese | 0.7505826160216699 | 0.0438066813519388 | 0.7155836018617974 | 0.0 | 0.24294137356816958 | 0.03999094657643176 | 0.2064980324341235 | 0.005047795626116425 | 0.2556777896839103 | 0.04253688539928718 | 0.21424680304270988 | 0.0009401114421731799 |
| 19 | Boys - Randomforest no_min bmi_latest @24 obese | 0.7486305825956909 | 0.024742320271234776 | 0.7227246062903299 | 0.008735342375993748 | 0.1719738852003435 | 0.06015632604027465 | 0.16545916886779827 | 0.013758034948476763 | 0.18355739027965412 | 0.061775122508703546 | 0.16878587727804598 | 0.01314771231897463 |
| 20 | Boys - Gradientboost no_min bmi_latest @24 obese | 0.7200697781631282 | 0.047657009221204694 | 0.6740243212669682 | 0.015629030470071432 | 0.11970911347201825 | 0.06508569216330534 | 0.08036215367358568 | 0.037395925726633916 | 0.1572966796116077 | 0.05688492138627202 | 0.11754945334470668 | 0.03497208155750542 |
| 21 | Boys - Lasso min_5 full @24 obese | 0.7603802539913234 | 0.023261592403931084 | 0.7276768093992382 | 0.003599944757760173 | 0.2764317010670543 | 0.04322356906860009 | 0.2389214378175888 | 0.011424604643818741 | 0.2847435793879953 | 0.04293541192425188 | 0.2429970130784176 | 0.010145173052976008 |
| 22 | Boys - Randomforest min_5 full @24 obese | 0.7516118877581477 | 0.04526471448830978 | 0.7248461538461539 | 0.008797872308675733 | 0.19045739261969025 | 0.06347449676139373 | 0.2271202947660413 | 0.014806862767314093 | 0.20564550517192332 | 0.06245936230563706 | 0.2322631886557116 | 0.014329687849301413 |
| 23 | Boys - Gradientboost min_5 full @24 obese | 0.7106014649620119 | 0.03733352787811842 | 0.7514596664953992 | 0.009742739608119956 | 0.1495915071054057 | 0.039870601301488964 | 0.21334947325266757 | 0.025882906556467234 | 0.17208252660530618 | 0.039292358071142716 | 0.22536359719025834 | 0.02491502148920531 |
| 24 | Boys - Lasso min_5 no_census @24 obese | 0.7697829468791498 | 0.04213478555446718 | 0.7434155442300691 | 0.0028213036247248108 | 0.24061516126589896 | 0.040954543305678916 | 0.2625429362342007 | 0.012124044549834134 | 0.2556875093300529 | 0.04520418490440378 | 0.26517764167211433 | 0.011669074882949833 |
| 25 | Boys - Randomforest min_5 no_census @24 obese | 0.7166905261138623 | 0.02760848760674479 | 0.7656910132474042 | 0.010933971785065784 | 0.17974369056101086 | 0.07058914804551698 | 0.23557171785489595 | 0.016397086034902104 | 0.1869102340008378 | 0.0680068762547596 | 0.24036088096043368 | 0.01714581232933008 |
| 26 | Boys - Gradientboost min_5 no_census @24 obese | 0.6987488423512445 | 0.05775557686970756 | 0.7694074074074074 | 0.011513936661057435 | 0.16752535545440217 | 0.0813110482615114 | 0.212754867764473 | 0.019729546872097024 | 0.18326118850094528 | 0.08077126668189663 | 0.21923764314235 | 0.021365690215935356 |
| 27 | Boys - Lasso min_5 no_wt_bmi @24 obese | 0.5675767241140901 | 0.05381595574173828 | 0.5377858549144328 | 0.023079270990041395 | 0.0035552914792546632 | 0.021735350565564696 | 0.0003343292274562426 | 0.00534671941720172 | 0.017335630438366556 | 0.020679584178591243 | 0.002600396697745888 | 0.005071726034714432 |
| 28 | Boys - Randomforest min_5 no_wt_bmi @24 obese | 0.5837772167866915 | 0.032618602167419686 | 0.5604768518518519 | 0.01515233465206247 | -0.058285604904031306 | 0.0712146850730104 | 0.00824316064225813 | 0.01717443040721402 | -0.02496375722656451 | 0.048962658799096205 | 0.016537763507524717 | 0.019102168903328262 |
| 29 | Boys - Gradientboost min_5 no_wt_bmi @24 obese | 0.5544179417230877 | 0.05485309690524031 | 0.5477846907993966 | 0.0288284229322436 | -0.04095975674723094 | 0.04557953830315504 | -0.05698941813883154 | 0.014124242294845551 | -0.024698329750839087 | 0.04906262990187652 | -0.03983212156796272 | 0.019391174631806545 |
| 30 | Boys - Lasso lasso_fts full @24 obese | 0.7193364754428552 | 0.033268847668329916 | 0.7548194758672699 | 0.008484497574103187 | 0.196327025261878 | 0.06592340612117438 | 0.27710911115312353 | 0.01679650389876513 | 0.2065723583106283 | 0.0637753158466972 | 0.2803344246582468 | 0.015438480898458567 |
| 31 | Boys - Randomforest lasso_fts full @24 obese | 0.7631501513238608 | 0.03325731275222033 | 0.7022638888888888 | 0.006212599787641179 | 0.21735955503516285 | 0.05045838649266183 | 0.17282271250769182 | 0.02969543782846076 | 0.222157200529163 | 0.04864081434647338 | 0.178044169438132 | 0.02516322806974808 |
| 32 | Boys - Gradientboost lasso_fts full @24 obese | 0.7063936609737421 | 0.03081091589654372 | 0.7342288838612367 | 0.009472687836814094 | 0.18917082025072712 | 0.05992439506994379 | 0.20352239327213523 | 0.02117956032475852 | 0.19998364950984304 | 0.057516144301666634 | 0.21018538627330993 | 0.019718211742488084 |
| 33 | Boys - Lasso lasso_fts no_census @24 obese | 0.7638626432847603 | 0.03749643830874562 | 0.7342754206945937 | 0.005050068832591485 | 0.25096599087361515 | 0.08594895880394675 | 0.24001879650074226 | 0.01340429099878954 | 0.2674274216960759 | 0.07760655983055201 | 0.24993117146643123 | 0.013224956713034546 |
| 34 | Boys - Randomforest lasso_fts no_census @24 obese | 0.7403769139377798 | 0.026572039677238715 | 0.7420520613107822 | 0.006204341258669444 | 0.21304035066025814 | 0.038676853094886984 | 0.25388382149100025 | 0.016033937977171724 | 0.2176588750792035 | 0.03895269491767068 | 0.2585261471928174 | 0.015431483537955187 |
| 35 | Boys - Gradientboost lasso_fts no_census @24 o... | 0.7730354590405099 | 0.02865759777264008 | 0.739905690176436 | 0.008433193520819034 | 0.2526753824519903 | 0.050962939386947924 | 0.21361062942658798 | 0.018830717759810708 | 0.26891271483859064 | 0.050769904804530794 | 0.2325378553405717 | 0.01497000483207403 |
| 36 | Boys - Lasso lasso_fts no_wt_bmi @24 obese | 0.5224073044858378 | 0.03547861963154575 | 0.5334719043392966 | 0.033554634724717855 | -0.008064793239413637 | 0.009979321456699275 | 0.0026828316461043446 | 0.007196357962728366 | -0.001033994085432599 | 0.007974033558178639 | 0.004469211718866106 | 0.007356492022360185 |
| 37 | Boys - Randomforest lasso_fts no_wt_bmi @24 obese | 0.5827765775302712 | 0.0432158192463244 | 0.558328337330136 | 0.025532319167070494 | -0.049900840479322174 | 0.047377046814150114 | -0.04637396233782633 | 0.026608339785283666 | -0.03458259983480335 | 0.04527283313370587 | -0.02972575082243436 | 0.023392946477196017 |
| 38 | Boys - Gradientboost lasso_fts no_wt_bmi @24 o... | 0.5309281744727472 | 0.033506298101470204 | 0.5868143874830645 | 0.00863166764188188 | -0.08116233757555641 | 0.04334046815895948 | -0.060094260631514816 | 0.021576165451763187 | -0.047066982557556536 | 0.03999992685518772 | -0.026562407393820698 | 0.017844494864400436 |
| 39 | Girls - Lasso no_min full @24 obese | 0.7595537965678025 | 0.025787228776840036 | 0.8053155056834742 | 0.005306552698451542 | 0.2747090693460919 | 0.016718094789849782 | 0.28270071145486764 | 0.008456289478648939 | 0.28247986422465887 | 0.017184103284398247 | 0.28426321156181134 | 0.008881489350384535 |
| 40 | Girls - Randomforest no_min full @24 obese | 0.768771320554315 | 0.04726577303019793 | 0.7346574394463667 | 0.015361553182528215 | 0.25874278543121515 | 0.06918987012082163 | 0.15822988272294633 | 0.016051854803768823 | 0.2671128465033019 | 0.0700574835675489 | 0.16265121123250595 | 0.015285039062624342 |
| 41 | Girls - Gradientboost no_min full @24 obese | 0.7751128129968639 | 0.03889965661966068 | 0.7748570500324886 | 0.007772920375235884 | 0.2188056185095812 | 0.036644565306599645 | 0.23265791454708293 | 0.014546808746470151 | 0.22589861230745284 | 0.034497607851843436 | 0.254389183064927 | 0.012070533814734172 |
| 42 | Girls - Lasso no_min no_census @24 obese | 0.7849709946820291 | 0.020115562626384205 | 0.7993191721132897 | 0.004067733088442117 | 0.27632848126609133 | 0.05210242503386773 | 0.30310012009508636 | 0.017857712397389307 | 0.286188672610957 | 0.052484005715843295 | 0.3055861705986719 | 0.01840002509412428 |
| 43 | Girls - Randomforest no_min no_census @24 obese | 0.7958723085902389 | 0.04158326210989986 | 0.7321674876847291 | 0.006127878633893155 | 0.3099600124148034 | 0.060613208861589024 | 0.21467859047720328 | 0.022758006259028876 | 0.3214334141065988 | 0.05934247773324362 | 0.2167411447407741 | 0.023124574415108352 |
| 44 | Girls - Gradientboost no_min no_census @24 obese | 0.7605222277509391 | 0.029591090414999455 | 0.7380991244991839 | 0.01560599351425404 | 0.23539784662352364 | 0.04704572514620938 | 0.21392736635049142 | 0.024091095272977616 | 0.26742862129095596 | 0.033463195329088695 | 0.22168982561512857 | 0.019623682025758368 |
| 45 | Girls - Lasso no_min no_wt_bmi @24 obese | 0.5229991632107243 | 0.06039177715381746 | 0.5505242374727669 | 0.036929262616521685 | -0.022541100347792442 | 0.028876400305535246 | -0.011337197803998843 | 0.0072233375468837785 | 2.3901049298713505e-05 | 0.018627448342285927 | 0.00650970679888071 | 0.009240683715744909 |
| 46 | Girls - Randomforest no_min no_wt_bmi @24 obese | 0.6012771622806605 | 0.04685421894558843 | 0.5920031500572738 | 0.02148742020245001 | 0.015096094776232338 | 0.03577988807804386 | -0.05898644504820431 | 0.024574731205572332 | 0.02793291293862694 | 0.03341660015394914 | -0.02774720250278987 | 0.013800936986248779 |
| 47 | Girls - Gradientboost no_min no_wt_bmi @24 obese | 0.5914042492464728 | 0.06100891720101158 | 0.6094344679710534 | 0.0223911903324392 | -0.04139298605657817 | 0.030219512799159156 | -0.018848025116979705 | 0.01907204389333911 | -0.015130093318269922 | 0.03342720572000372 | 0.003676715015975196 | 0.014081448180080365 |
| 48 | Girls - Lasso no_min wfl_19_24 @24 obese | 0.7448134426312052 | 0.01993421014424645 | 0.7177195685670262 | 0.0 | 0.22629728568109747 | 0.04732131892074862 | 0.16839456107363282 | 0.005311273993603718 | 0.23642240599485978 | 0.04802059878370833 | 0.17882773195594762 | 0.0012633263873388842 |
| 49 | Girls - Randomforest no_min wfl_19_24 @24 obese | 0.7486972804832702 | 0.023269294451106967 | 0.7438859020310633 | 0.011776071075482099 | 0.1897401384041975 | 0.021369715872716567 | 0.18699765433899937 | 0.012879556188601447 | 0.19588205013007348 | 0.021070792419205828 | 0.19159175709225068 | 0.014203160360507837 |
| 50 | Girls - Gradientboost no_min wfl_19_24 @24 obese | 0.7065539161879653 | 0.03589807994615056 | 0.6979891304347826 | 0.018306269760892967 | 0.13881066126977057 | 0.06565998663159577 | 0.0721406186168423 | 0.027416677556848765 | 0.16995124526836655 | 0.06842484561513221 | 0.08257461158978345 | 0.03111824740523654 |
| 51 | Girls - Lasso no_min wfl_latest @24 obese | 0.7924004227634469 | 0.04372347608024904 | 0.7679576521039937 | 6.881233598410334e-17 | 0.27851232729787706 | 0.05148469906081707 | 0.21459699001983162 | 0.008573897326946817 | 0.28694551825199216 | 0.05326362168179189 | 0.22514060771513317 | 0.0031542717983722643 |
| 52 | Girls - Randomforest no_min wfl_latest @24 obese | 0.7302194136432443 | 0.054377780421046275 | 0.721591095105582 | 0.01639712983066748 | 0.15913139429974138 | 0.05223833514002514 | 0.16957248460603686 | 0.011294396107354058 | 0.18589673843973373 | 0.04822868211153138 | 0.17290825404492494 | 0.010172998911449075 |
| 53 | Girls - Gradientboost no_min wfl_latest @24 obese | 0.6885006263318509 | 0.03698912856491599 | 0.6804182353904077 | 0.008827130776060907 | 0.12041184968899832 | 0.04452457508180835 | 0.11760272434642208 | 0.0329090805062343 | 0.14441947202762054 | 0.046827199022758344 | 0.12318754437851287 | 0.03449501821536775 |
| 54 | Girls - Lasso no_min bmi_19_24 @24 obese | 0.7636664438975924 | 0.04497186389290328 | 0.7382126348228042 | 6.881233598410334e-17 | 0.18486181594493362 | 0.06472956659548425 | 0.25735356323829556 | 0.006670290174875923 | 0.20467245450145172 | 0.07216628712536605 | 0.2681382123860659 | 0.003352391941929096 |
| 55 | Girls - Randomforest no_min bmi_19_24 @24 obese | 0.7036372707373311 | 0.04827218317658056 | 0.7658615136876008 | 0.011508310727207708 | 0.18105993345582003 | 0.057541036864284086 | 0.25731118687783844 | 0.02739257503122464 | 0.19322920728804566 | 0.053878212791695315 | 0.28755589565575057 | 0.015435408112665234 |
| 56 | Girls - Gradientboost no_min bmi_19_24 @24 obese | 0.736235674280616 | 0.05475747944027152 | 0.7344240664995382 | 0.021367716540240864 | 0.14344262353771964 | 0.06148262984598589 | 0.20347242235707327 | 0.06421306056840845 | 0.17890118497246266 | 0.05500028873910558 | 0.23773968349829783 | 0.05546518876848721 |
| 57 | Girls - Lasso no_min bmi_latest @24 obese | 0.7719293480388659 | 0.03317921741157957 | 0.7409688581314879 | 6.881233598410334e-17 | 0.2450087332428496 | 0.050106757758181186 | 0.27391092678844037 | 0.005474562140459624 | 0.25696634763353987 | 0.05099536391695869 | 0.28210277034174125 | 0.0022523543401369436 |
| 58 | Girls - Randomforest no_min bmi_latest @24 obese | 0.7728603203554978 | 0.028636115405275154 | 0.6909861863962231 | 0.01642194213525492 | 0.2687814200956605 | 0.027317148609937527 | 0.10902662428813636 | 0.017564873661839904 | 0.28047356121647476 | 0.026272394546157752 | 0.12316727808294159 | 0.012848336325928612 |
| 59 | Girls - Gradientboost no_min bmi_latest @24 obese | 0.7658123983527428 | 0.030865919996939207 | 0.684522491349481 | 0.014077875081498005 | 0.15967999429940183 | 0.07703021143090705 | 0.1064725281064363 | 0.03284940341961267 | 0.2022722126408527 | 0.07281502754179772 | 0.13793209881267982 | 0.03714868450667924 |
| 60 | Girls - Lasso min_5 full @24 obese | 0.7957171519905437 | 0.015611182177941966 | 0.7660910132591259 | 0.006774517727041319 | 0.3075481517884969 | 0.03317127523986298 | 0.2928695145685856 | 0.018594172987022695 | 0.3178688973518391 | 0.03212831637709945 | 0.29534456549461907 | 0.01876967695341701 |
| 61 | Girls - Randomforest min_5 full @24 obese | 0.7919489851215274 | 0.04189538929181533 | 0.77915770609319 | 0.014420587169973735 | 0.2842347293798461 | 0.05249934455708694 | 0.2489616222056282 | 0.015638417268219067 | 0.3016198488704626 | 0.04472308499709865 | 0.2511008672318438 | 0.015910574914045156 |
| 62 | Girls - Gradientboost min_5 full @24 obese | 0.7788083215183386 | 0.04265056970543486 | 0.7126428253450067 | 0.011227966504216709 | 0.2280728353647424 | 0.03814025459377205 | 0.2070236404676006 | 0.01675005433659226 | 0.24199238165463105 | 0.0368835718843451 | 0.2270326287182034 | 0.01132729928951786 |
| 63 | Girls - Lasso min_5 no_census @24 obese | 0.7713374950657043 | 0.029252367469848883 | 0.7333560753736192 | 0.004080644019383835 | 0.2393697349982582 | 0.04680285944882721 | 0.24368839004220794 | 0.011972576974666988 | 0.25545476023166214 | 0.04398796385528065 | 0.24981596903977304 | 0.011895046000590548 |
| 64 | Girls - Randomforest min_5 no_census @24 obese | 0.7698570770005618 | 0.0403926724321998 | 0.7903321799307957 | 0.014893460761242787 | 0.2960373953299022 | 0.02481161247570201 | 0.22063438191149362 | 0.02449721228050662 | 0.31399608938797996 | 0.028459187462952132 | 0.2230238271772554 | 0.024605738654443758 |
| 65 | Girls - Gradientboost min_5 no_census @24 obese | 0.7688308239477732 | 0.045128386602330685 | 0.7088434048083172 | 0.011062506025811158 | 0.2409378171067656 | 0.04445401373705852 | 0.15453071396135332 | 0.018363507016671915 | 0.25219031013770066 | 0.046850071232269454 | 0.18170414554744693 | 0.014568192600267177 |
| 66 | Girls - Lasso min_5 no_wt_bmi @24 obese | 0.5553878116224636 | 0.045095474059598475 | 0.5621582685607075 | 0.0252086040576504 | -0.010048275574087839 | 0.01720886452653417 | 0.00017626314608697457 | 0.0057099669229967055 | -0.0011737185501864088 | 0.017737084133709932 | 0.007174591497181226 | 0.0029874587045052112 |
| 67 | Girls - Randomforest min_5 no_wt_bmi @24 obese | 0.5619393891189891 | 0.046429539692505385 | 0.6340823381521056 | 0.016681308873085884 | -0.004980092987950024 | 0.035174962039244494 | 0.018306281008179624 | 0.009054115795551442 | 0.002268551899943949 | 0.03685012763199134 | 0.022896051456529832 | 0.009665951086481182 |
| 68 | Girls - Gradientboost min_5 no_wt_bmi @24 obese | 0.5280496865162099 | 0.05345765529876992 | 0.5475013616557735 | 0.023640765656910076 | -0.07950641049259424 | 0.02951021037283862 | -0.031091811592435358 | 0.012116305488007132 | -0.04462380778346851 | 0.030781713128005813 | -0.02215136227713609 | 0.0153151415573517 |
| 69 | Girls - Lasso lasso_fts full @24 obese | 0.7932412031104106 | 0.04796711481645535 | 0.822429839633448 | 0.005407941756971437 | 0.290600795935908 | 0.07904915405948143 | 0.36772342733669516 | 0.017317848622133567 | 0.3090897366641424 | 0.07843018744773776 | 0.37958592256638063 | 0.015505834642545301 |
| 70 | Girls - Randomforest lasso_fts full @24 obese | 0.7412645797632871 | 0.046414841375397455 | 0.8006454963644456 | 0.007959182644850387 | 0.18063678445769402 | 0.08073509576450089 | 0.3114117416521608 | 0.01077838703334933 | 0.20412269468100006 | 0.06518113649836331 | 0.31516468669003356 | 0.011271438389119362 |
| 71 | Girls - Gradientboost lasso_fts full @24 obese | 0.7698979112281338 | 0.04335801977846332 | 0.7886726078799249 | 0.009196833493183162 | 0.21572234127583778 | 0.07118800603726831 | 0.2391463734538327 | 0.014478692217926513 | 0.23625182324720395 | 0.06613815481353123 | 0.2678448227643322 | 0.0142391365443095 |
| 72 | Girls - Lasso lasso_fts no_census @24 obese | 0.7796936962701698 | 0.032713516861985016 | 0.8129953306410904 | 0.009030297311869698 | 0.24187586049642396 | 0.06823390418790144 | 0.32198806957079185 | 0.019698692576772238 | 0.25546257298128594 | 0.06488564481348894 | 0.3343146657045163 | 0.01575991428569274 |
| 73 | Girls - Randomforest lasso_fts no_census @24 o... | 0.7787875144054283 | 0.02710888350086639 | 0.8050682261208577 | 0.006991488090019885 | 0.21304454377788917 | 0.05127071159829062 | 0.2664144108659984 | 0.01487633353355618 | 0.2294748856640823 | 0.04519248803620739 | 0.27128056729428607 | 0.013266647275561733 |
| 74 | Girls - Gradientboost lasso_fts no_census @24 ... | 0.7768204611487228 | 0.03621045400072441 | 0.7603379152348225 | 0.005546262845178631 | 0.2998254692612904 | 0.05432695474063487 | 0.2794534689050388 | 0.019709460535396652 | 0.3118481516040958 | 0.05068314595299588 | 0.28484731903519617 | 0.020366174909282758 |
| 75 | Girls - Lasso lasso_fts no_wt_bmi @24 obese | 0.5522972852380594 | 0.0525478863270124 | 0.5811350059737157 | 0.023608166126213852 | -0.025663825458816302 | 0.02137857968533637 | 0.007208797675887668 | 0.011824643965972739 | -0.0006292183202099899 | 0.018451253670475645 | 0.013843084044566634 | 0.010766468725027581 |
| 76 | Girls - Randomforest lasso_fts no_wt_bmi @24 o... | 0.6021254285919041 | 0.06508659004861696 | 0.6340780998389693 | 0.021325201593605785 | 0.018723117740324046 | 0.0416544886895963 | 0.028348307739206213 | 0.016020212175068712 | 0.02292988289731367 | 0.040317103929712196 | 0.03382724941679653 | 0.016250352106405443 |
| 77 | Girls - Gradientboost lasso_fts no_wt_bmi @24 ... | 0.5704581119368303 | 0.037209642605700144 | 0.5904690805026751 | 0.021476718317299377 | -0.10241683459970144 | 0.04185823200865328 | -0.01980737556267572 | 0.027114103401488968 | -0.03794945842731441 | 0.0334813063824965 | 0.0008750490658980481 | 0.023126803159766285 |
fig = plt.figure(figsize=(16,24))
filters = [(g,f) for f in ['no_min','min_5','lasso_fts'] for g in ['Boys','Girls']]
style = {'Lasso':'-', 'Randomforest':'--', 'Gradientboost':':'}
for i, f in enumerate(filters):
ax = plt.subplot(321+i)
for ix, t in enumerate(title_list):
if all(ff in t for ff in f):
ls = t.split(' - ')[1].split(' ')[0]
plt.plot(1- results_list[ix][:,6], results_list[ix][:,5], linestyle=style[ls], label=t[:-9]+' AUC val: {0:4.3f}, AUC test: {1:4.3f}'.format(auc_list[ix][0], auc_list[ix][2]))
plt.legend(fontsize=8)
plt.xlim((0,1))
plt.ylim((0,1))
plt.title(f[0]+' '+f[1]+' ROC Curve', fontsize=18)
plt.ylabel('Sensitivity', fontsize=14)
plt.xlabel('1 - Specificity', fontsize=14)
plt.grid(True)
plt.tight_layout()
fig = plt.figure(figsize=(16,24))
filters = [(g,f) for f in ['no_min','min_5','lasso_fts'] for g in ['Boys','Girls']]
style = {'Lasso':'-', 'Randomforest':'--', 'Gradientboost':':'}
for i, f in enumerate(filters):
ax = plt.subplot(321+i)
for ix, t in enumerate(title_list):
if all(ff in t for ff in f):
ls = t.split(' - ')[1].split(' ')[0]
rec = results_list[ix][:,5]
ppv = np.nan_to_num(results_list[ix][:,1]/(results_list[ix][:,1]+results_list[ix][:,4]))
index = 1 + np.max(list(set([ix for ix,x in enumerate(rec) if x == 0]) & set([ix for ix,x in enumerate(ppv) if x == 0])))
plt.plot(rec[index:], ppv[index:], linestyle=style[ls], label=t[:-9]+' AUC val: {0:4.3f}, AUC test: {1:4.3f}'.format(auc_list[ix][0], auc_list[ix][2]))
plt.legend(fontsize=8)
plt.xlim((0,1))
plt.ylim((0,1))
plt.title(f[0]+' '+f[1]+' Precision Recall Curve', fontsize=18)
plt.ylabel('Precision (PPV)', fontsize=14)
plt.xlabel('Recall (Sensitivity)', fontsize=14)
plt.grid(True)
plt.tight_layout()
/home/rob/anaconda3/lib/python3.6/site-packages/ipykernel_launcher.py:10: RuntimeWarning: invalid value encountered in true_divide # Remove the CWD from sys.path while we load stuff.